diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 77112af5bc76..427c16bbbf2c 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -10,7 +10,6 @@
       "jdkDistro": "open",
       "gradleVersion": "7.5.1"
     },
-    // Python needed for `airbyte-ci` CLI
     "ghcr.io/devcontainers/features/python:1": {
       "installGradle": true,
       "version": "3.10",
@@ -57,8 +56,7 @@
   },
   // Mark the root directory as 'safe' for git.
   "initializeCommand": "git config --add safe.directory /workspaces/airbyte",
-  // Install Gradle, `airbyte-ci` CLI, and Dagger (installed via airbyte-ci --help)
-  "postCreateCommand": "make tools.airbyte-ci-dev.install",
+  "postCreateCommand": "uv tool install airbyte-cdk",
   "containerEnv": {
     // Deterministic Poetry virtual env location: `./.venv`
     "POETRY_VIRTUALENVS_IN_PROJECT": "true"
diff --git a/.devcontainer/java-connectors-generic/devcontainer.json b/.devcontainer/java-connectors-generic/devcontainer.json
index 9ddf7c29b642..9a9177157daa 100644
--- a/.devcontainer/java-connectors-generic/devcontainer.json
+++ b/.devcontainer/java-connectors-generic/devcontainer.json
@@ -11,7 +11,6 @@
       "jdkDistro": "open",
       "gradleVersion": "7.5.1"
     },
-    // Python needed for `airbyte-ci` CLI
     "ghcr.io/devcontainers/features/python:1": {
       "installGradle": true,
       "version": "3.10",
@@ -42,8 +41,8 @@
   // Mark the root directory as 'safe' for git.
   "initializeCommand": "git config --add safe.directory /workspaces/airbyte",
 
-  // Install `airbyte-ci` and Gradle
-  "postCreateCommand": "make tools.airbyte-ci-dev.install && ./gradlew --version",
+  // Install dependencies and warm up Gradle
+  "postCreateCommand": "uv tool install airbyte-cdk && ./gradlew --version",
 
   "containerEnv": {
     // Deterministic Poetry virtual env location: `./.venv`
diff --git a/.devcontainer/python-connectors-generic/devcontainer.json b/.devcontainer/python-connectors-generic/devcontainer.json
index fb00fd287a5c..d0124e865166 100644
--- a/.devcontainer/python-connectors-generic/devcontainer.json
+++ b/.devcontainer/python-connectors-generic/devcontainer.json
@@ -49,8 +49,8 @@
   // Mark the root directory as 'safe' for git.
   "initializeCommand": "git config --add safe.directory /workspaces/airbyte",
 
-  // Setup airbyte-ci on the container:
-  "postCreateCommand": "make tools.airbyte-ci-dev.install",
+  // Install the Airbyte CDK:
+  "postCreateCommand": "uv tool install airbyte-cdk",
 
   "containerEnv": {
     // Deterministic Poetry virtual env location: `./.venv`
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index b1080705932f..c65013c27061 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -38,9 +38,24 @@
 /airbyte-integrations/connectors/source-*/ @airbytehq/dbsources
 
 # -----------------------------------------------------------------------------
-# DESTINATION CONNECTORS
-# -----------------------------------------------------------------------------
-/airbyte-integrations/connectors/destination-*/ @airbytehq/move-destinations
+# DESTINATION CONNECTORS (certified + JDK-based only)
+# -----------------------------------------------------------------------------
+# Only destination connectors that are both certified AND JDK-based are owned
+# by @airbytehq/move-destinations. This avoids unnecessary review requests on
+# community or non-JDK connectors (e.g. dependabot bumps).
+/airbyte-integrations/connectors/destination-azure-blob-storage/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-bigquery/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-clickhouse/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-customer-io/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-databricks/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-gcs-data-lake/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-hubspot/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-mssql/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-postgres/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-redshift/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-s3/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-s3-data-lake/ @airbytehq/move-destinations
+/airbyte-integrations/connectors/destination-snowflake/ @airbytehq/move-destinations
 
 # Destination documentation
 /docs/integrations/destinations/ @airbytehq/move-destinations
diff --git a/.github/actions/install-airbyte-ci/action.yml b/.github/actions/install-airbyte-ci/action.yml
deleted file mode 100644
index 0abae543bb56..000000000000
--- a/.github/actions/install-airbyte-ci/action.yml
+++ /dev/null
@@ -1,118 +0,0 @@
-name: "Install Airbyte CI"
-description: "Install Airbyte CI from source or from a binary according to changed files. Pulls the Dagger Engine image according to the dagger version used in airbyte-ci."
-
-inputs:
-  airbyte_ci_binary_url:
-    description: "URL to airbyte-ci binary"
-    required: false
-    default: https://connectors.airbyte.com/airbyte-ci/releases/ubuntu/latest/airbyte-ci
-  path_to_airbyte_ci_source:
-    description: "Path to airbyte-ci source"
-    required: false
-    default: airbyte-ci/connectors/pipelines
-  is_fork:
-    description: "Whether the PR is from a fork"
-    required: false
-    default: "false"
-runs:
-  using: "composite"
-  steps:
-    - name: Get changed files
-      uses: tj-actions/changed-files@2d756ea4c53f7f6b397767d8723b3a10a9f35bf2 # v44.0.0
-      # When the PR is from a fork, we always install from binary, so we don't need to check for changes
-      if: inputs.is_fork == 'false'
-      id: changes
-      with:
-        files_yaml: |
-          pipelines:
-            - '${{ inputs.path_to_airbyte_ci_source }}/**'
-
-    - name: "Determine how Airbyte CI should be installed"
-      shell: bash
-      id: determine-install-mode
-      run: |
-        echo "install-mode=binary" >> $GITHUB_OUTPUT
-        echo "SENTRY_ENVIRONMENT=dev" >> $GITHUB_ENV
-
-      # When the PR is from a fork, we always install from binary
-      # if: inputs.is_fork == 'false'
-      # run: |
-      #   if [[ "${{ github.ref }}" != "refs/heads/master" ]] && [[ "${{ steps.changes.outputs.pipelines_any_changed }}" == "true" ]]; then
-      #     echo "Making changes to Airbyte CI on a non-master branch. Airbyte-CI will be installed from source."
-      #     echo "install-mode=source" >> $GITHUB_OUTPUT
-      #     echo "SENTRY_ENVIRONMENT=dev" >> $GITHUB_ENV
-      #   else
-      #     echo "install-mode=binary" >> $GITHUB_OUTPUT
-      #     echo "SENTRY_ENVIRONMENT=production" >> $GITHUB_ENV
-      #   fi
-
-    - name: Install Airbyte CI from binary
-      id: install-airbyte-ci-binary
-      if: steps.determine-install-mode.outputs.install-mode == 'binary' || ${{ inputs.is_fork }} == 'true'
-      shell: bash
-      run: |
-        curl -sSL ${{ inputs.airbyte_ci_binary_url }} --output airbyte-ci-bin
-        sudo mv airbyte-ci-bin /usr/local/bin/airbyte-ci
-        sudo chmod +x /usr/local/bin/airbyte-ci
-
-    - name: Install Python 3.11
-      id: install-python-3-11
-      uses: actions/setup-python@7f4fc3e22c37d6ff65e88745f38bd3157c663f7c # v4.9.1
-      if: steps.determine-install-mode.outputs.install-mode == 'source'
-      with:
-        python-version: "3.11"
-        token: ${{ inputs.github_token }}
-        cache: "pip"
-        check-latest: true
-        update-environment: true
-
-    - name: Install the latest version of uv
-      if: steps.determine-install-mode.outputs.install-mode == 'source'
-      uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
-    - name: Install Airbyte CI from source
-      id: install-airbyte-ci-source
-      if: steps.determine-install-mode.outputs.install-mode == 'source'
-      shell: bash
-      run: |
-        uv tool install ${{ inputs.path_to_airbyte_ci_source }}
-
-    - name: Upload uv logs as artifacts on failure
-      if: failure()
-      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-      with:
-        name: uv-logs
-        path: /opt/uv/logs/
-
-    - name: Upload pipx logs as artifacts on failure
-      # E.g. /opt/pipx/logs/cmd_2025-05-01_16.46.50_1_pip_errors.log
-      if: failure()
-      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-      with:
-        name: pipx-logs
-        path: /opt/pipx/logs/
-
-    - name: Print installed `airbyte-ci` version
-      shell: bash
-      run: |
-        airbyte-ci --version
-
-    - name: Get dagger engine image name
-      id: get-dagger-engine-image-name
-      shell: bash
-      run: |
-        dagger_engine_image=$(airbyte-ci --ci-requirements | tail -n 1 | jq -r '.dagger_engine_image')
-        echo "dagger_engine_image=${dagger_engine_image}" >> "$GITHUB_OUTPUT"
-
-    - name: Get dagger engine image
-      id: get-dagger-engine-image
-      uses: ./.github/actions/get-dagger-engine-image
-      with:
-        dagger_engine_image: ${{ steps.get-dagger-engine-image-name.outputs.dagger_engine_image }}
-
-outputs:
-  install_mode:
-    description: "Whether Airbyte CI was installed from source or from a binary"
-    value: ${{ steps.determine-install-mode.outputs.install-mode }}
-  dagger_engine_image_name:
-    description: "Dagger engine image name"
-    value: ${{ steps.get-dagger-engine-image-name.outputs.dagger_engine_image }}
diff --git a/.github/actions/install-java-environment/action.yml b/.github/actions/install-java-environment/action.yml
index 63fdcde6a071..78a3783fd974 100644
--- a/.github/actions/install-java-environment/action.yml
+++ b/.github/actions/install-java-environment/action.yml
@@ -19,11 +19,11 @@ inputs:
 runs:
   using: "composite"
   steps:
-    - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+    - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
       with:
         distribution: corretto
         java-version: ${{ inputs.java_version }}
-    - uses: gradle/actions/setup-gradle@d9c87d481d55275bb5441eef3fe0e46805f9ef70 # v3.5.0
+    - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
       with:
         cache-read-only: ${{ inputs.gradle_cache_read_only }}
         cache-write-only: ${{ inputs.gradle_cache_write_only }}
diff --git a/.github/actions/run-airbyte-ci/action.yml b/.github/actions/run-airbyte-ci/action.yml
deleted file mode 100644
index 60212620535e..000000000000
--- a/.github/actions/run-airbyte-ci/action.yml
+++ /dev/null
@@ -1,217 +0,0 @@
-name: "Run Dagger pipeline"
-description: "Runs a given dagger pipeline"
-inputs:
-  subcommand:
-    description: "Subcommand for airbyte-ci"
-    required: true
-  context:
-    description: "CI context (e.g., pull_request, manual)"
-    required: true
-  github_token:
-    description: "GitHub token"
-    required: false
-  dagger_cloud_token:
-    description: "Dagger Cloud token"
-    required: false
-  docker_hub_username:
-    description: "Dockerhub username"
-    required: false
-  docker_hub_password:
-    description: "Dockerhub password"
-    required: false
-  options:
-    description: "Options for the subcommand"
-    required: false
-  production:
-    description: "Whether to run in production mode"
-    required: false
-    default: "True"
-  report_bucket_name:
-    description: "Bucket name for CI reports"
-    required: false
-    default: "airbyte-ci-reports-multi"
-  gcp_gsm_credentials:
-    description: "GCP credentials for GCP Secret Manager"
-    required: false
-    default: ""
-  gcp_integration_tester_credentials:
-    description: "GCP credentials for integration tests"
-    required: false
-    default: ""
-  git_repo_url:
-    description: "Git repository URL"
-    default: https://github.com/airbytehq/airbyte.git
-    required: false
-  git_branch:
-    description: "Git branch to checkout"
-    required: false
-  git_revision:
-    description: "Git revision to checkout"
-    required: false
-  slack_webhook_url:
-    description: "Slack webhook URL"
-    required: false
-  metadata_service_gcs_credentials:
-    description: "GCP credentials for metadata service"
-    required: false
-  metadata_service_bucket_name:
-    description: "Bucket name for metadata service"
-    required: false
-    default: "prod-airbyte-cloud-connector-metadata-service"
-  sentry_dsn:
-    description: "Sentry DSN"
-    required: false
-  spec_cache_bucket_name:
-    description: "Bucket name for GCS spec cache"
-    required: false
-    default: "io-airbyte-cloud-spec-cache"
-  spec_cache_gcs_credentials:
-    description: "GCP credentials for GCS spec cache"
-    required: false
-  gcs_credentials:
-    description: "GCP credentials for GCS"
-    required: false
-  ci_job_key:
-    description: "CI job key"
-    required: false
-  s3_build_cache_access_key_id:
-    description: "Gradle S3 Build Cache AWS access key ID"
-    required: false
-  s3_build_cache_secret_key:
-    description: "Gradle S3 Build Cache AWS secret key"
-    required: false
-  airbyte_ci_binary_url:
-    description: "URL to airbyte-ci binary"
-    required: false
-    default: https://connectors.airbyte.com/airbyte-ci/releases/ubuntu/latest/airbyte-ci
-  python_registry_token:
-    description: "Python registry API token to publish python package"
-    required: false
-  is_fork:
-    description: "Whether the PR is from a fork"
-    required: false
-    default: "false"
-  max_attempts:
-    description: "Number of attempts at running the airbyte-ci command"
-    required: false
-    default: 1
-  retry_wait_seconds:
-    description: "Number of seconds to wait between retry attempts"
-    required: false
-    default: 60
-
-runs:
-  using: "composite"
-  steps:
-    - name: Get start timestamp
-      id: get-start-timestamp
-      shell: bash
-      run: echo "start-timestamp=$(date +%s)" >> $GITHUB_OUTPUT
-    - name: Debug-print local paths checked out
-      shell: bash
-      run: |
-        set -x
-        echo "Working directory: $(pwd)"
-        ls -la
-        ls -la airbyte-python-cdk || echo "No airbyte-python-cdk directory"
-        ls -laL ../airbyte-python-cdk || echo "No airbyte-python-cdk symlink"
-    - name: Install Java Environment
-      id: install-java-environment
-      uses: ./.github/actions/install-java-environment
-    - name: Docker login
-      id: docker-login
-      uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
-      if: ${{ inputs.docker_hub_username != '' && inputs.docker_hub_password != '' }}
-      with:
-        username: ${{ inputs.docker_hub_username }}
-        password: ${{ inputs.docker_hub_password }}
-    - name: Install Airbyte CI
-      id: install-airbyte-ci
-      uses: ./.github/actions/install-airbyte-ci
-      with:
-        airbyte_ci_binary_url: ${{ inputs.airbyte_ci_binary_url }}
-        is_fork: ${{ inputs.is_fork }}
-    - name: Run airbyte-ci
-      id: run-airbyte-ci
-      uses: nick-fields/retry@ce71cc2ab81d554ebbe88c79ab5975992d79ba08 # v3.0.2
-      env:
-        CI: "True"
-        CI_GIT_USER: ${{ github.repository_owner }}
-        CI_PIPELINE_START_TIMESTAMP: ${{ steps.get-start-timestamp.outputs.start-timestamp }}
-        PULL_REQUEST_NUMBER: ${{ github.event.pull_request.number }}
-        # Next environment variables are workflow inputs based and can be set with empty values if the inputs are not required and passed
-        CI_CONTEXT: "${{ inputs.context }}"
-        CI_GIT_BRANCH: ${{ inputs.git_branch || github.head_ref }}
-        CI_GIT_REPO_URL: ${{ inputs.git_repo_url }}
-        CI_GIT_REVISION: ${{ inputs.git_revision || github.sha }}
-        CI_GITHUB_ACCESS_TOKEN: ${{ inputs.github_token }}
-        CI_JOB_KEY: ${{ inputs.ci_job_key }}
-        CI_REPORT_BUCKET_NAME: ${{ inputs.report_bucket_name }}
-        # Disabling Dagger Cloud, as it is not used in the current workflow
-        # and it is causing log spam in the GitHub Actions logs.
-        # If this is desired in the future, uncomment the following line and remove the line below setting DO_NOT_TRACK
-        # DAGGER_CLOUD_TOKEN: "${{ inputs.dagger_cloud_token }}"
-        DO_NOT_TRACK: "1" # Disable Dagger telemetry (noisy errors)
-        DOCKER_HUB_PASSWORD: ${{ inputs.docker_hub_password }}
-        DOCKER_HUB_USERNAME: ${{ inputs.docker_hub_username }}
-        GCP_GSM_CREDENTIALS: ${{ inputs.gcp_gsm_credentials }}
-        GCP_INTEGRATION_TESTER_CREDENTIALS: ${{ inputs.gcp_integration_tester_credentials }}
-        GCS_CREDENTIALS: ${{ inputs.gcs_credentials }}
-        METADATA_SERVICE_BUCKET_NAME: ${{ inputs.metadata_service_bucket_name }}
-        METADATA_SERVICE_GCS_CREDENTIALS: ${{ inputs.metadata_service_gcs_credentials }}
-        PRODUCTION: ${{ inputs.production }}
-        PYTHON_REGISTRY_TOKEN: ${{ inputs.python_registry_token }}
-        PYTHON_REGISTRY_URL: ${{ inputs.python_registry_url }}
-        S3_BUILD_CACHE_ACCESS_KEY_ID: ${{ inputs.s3_build_cache_access_key_id }}
-        S3_BUILD_CACHE_SECRET_KEY: ${{ inputs.s3_build_cache_secret_key }}
-        SENTRY_DSN: ${{ inputs.sentry_dsn }}
-        SLACK_WEBHOOK: ${{ inputs.slack_webhook_url }}
-        SPEC_CACHE_BUCKET_NAME: ${{ inputs.spec_cache_bucket_name }}
-        SPEC_CACHE_GCS_CREDENTIALS: ${{ inputs.spec_cache_gcs_credentials }}
-      with:
-        shell: bash
-        max_attempts: ${{ inputs.max_attempts }}
-        retry_wait_seconds: ${{ inputs.retry_wait_seconds }}
-        # 360mn > 6 hours: it's the GitHub runner max job duration
-        timeout_minutes: 360
-        command: |
-          airbyte-ci --disable-update-check --disable-dagger-run --is-ci --gha-workflow-run-id=${{ github.run_id }} ${{ inputs.subcommand }} ${{ inputs.options }}
-    - name: Stop Engine
-      id: stop-engine
-      if: always()
-      shell: bash
-      run: |
-        mapfile -t containers < <(docker ps --filter name="dagger-engine-*" -q)
-        if [[ "${#containers[@]}" -gt 0 ]]; then
-          # give 5mn to the Dagger Engine to push cache data to Dagger Cloud
-          docker stop -t 300 "${containers[@]}";
-        fi
-
-    - name: Collect dagger engine logs
-      id: collect-dagger-engine-logs
-      if: always()
-      uses: jwalton/gh-docker-logs@2741064ab9d7af54b0b1ffb6076cf64c16f0220e # v2.2.2
-      with:
-        dest: "./dagger_engine_logs"
-        images: "registry.dagger.io/engine"
-
-    - name: Tar logs
-      id: tar-logs
-      if: always()
-      shell: bash
-      run: tar cvzf ./dagger_engine_logs.tgz ./dagger_engine_logs
-
-    - name: Hash subcommand
-      id: hash-subcommand
-      shell: bash
-      if: always()
-      run: echo "subcommand_hash=$(echo ${{ inputs.subcommand }} | sha256sum | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT
-
-    - name: Upload logs to GitHub
-      id: upload-dagger-engine-logs
-      if: always()
-      uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-      with:
-        name: ${{ github.job }}_${{ steps.hash-subcommand.outputs.subcommand_hash }}_dagger_engine_logs.tgz
-        path: ./dagger_engine_logs.tgz
-        retention-days: 7
diff --git a/.github/actions/runner-prepare-for-build/action.yml b/.github/actions/runner-prepare-for-build/action.yml
index fec6da875693..c4a0f22e94cd 100644
--- a/.github/actions/runner-prepare-for-build/action.yml
+++ b/.github/actions/runner-prepare-for-build/action.yml
@@ -17,7 +17,7 @@ runs:
   using: "composite"
   steps:
     - if: inputs.install_java == 'true'
-      uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+      uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
       with:
         distribution: "zulu"
         java-version: "21"
diff --git a/.github/dependabot.yml b/.github/dependabot.yml
index a3f037063b2a..043307c3122d 100644
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -27,3 +27,12 @@ updates:
     commit-message:
       prefix: "chore(deps): "
     open-pull-requests-limit: 10
+
+  # GitHub Actions - keep action versions up to date
+  - package-ecosystem: github-actions
+    directory: "/"
+    schedule:
+      interval: weekly
+    commit-message:
+      prefix: "ci(deps): "
+    open-pull-requests-limit: 10
diff --git a/.github/pr-welcome-internal.md b/.github/pr-welcome-internal.md
index 749254d2184d..1488e1ea8967 100644
--- a/.github/pr-welcome-internal.md
+++ b/.github/pr-welcome-internal.md
@@ -12,14 +12,17 @@ Airbyte Maintainers (that's you!) can execute the following slash commands on yo
 - 🛠️ Quick Fixes
   - `/format-fix` - Fixes most formatting issues.
   - `/bump-version` - Bumps connector versions, scraping `changelog` description from the PR title.
+    - Bump types: `patch` (default), `minor`, `major`, `major_rc`, `rc`, `promote`.
+    - The `rc` type is a smart default: applies `minor_rc` if stable, or bumps the RC number if already RC.
+    - The `promote` type strips the RC suffix to finalize a release.
+    - Example: `/bump-version type=rc` or `/bump-version type=minor`
+  - `/bump-progressive-rollout-version` - Alias for `/bump-version type=rc`. Bumps with an RC suffix and enables progressive rollout.
 - ❇️ AI Testing and Review (internal link: [AI-SDLC Docs](https://github.com/airbytehq/ai-skills/blob/main/docs/hydra/)):
   - `/ai-prove-fix` - Runs prerelease readiness checks, including testing against customer connections.
   - `/ai-canary-prerelease` - Rolls out prerelease to 5-10 connections for canary testing.
   - `/ai-review` - AI-powered PR review for connector safety and quality gates.
 - 🚀 Connector Releases:
   - `/publish-connectors-prerelease` - Publishes pre-release connector builds (tagged as `{version}-preview.{git-sha}`) for all modified connectors in the PR.
-  - `/bump-progressive-rollout-version` - Bumps connector version with an RC suffix (`2.16.10-rc.1`) for progressive rollouts (`enableProgressiveRollout: true`).
-    - Example: `/bump-progressive-rollout-version changelog="Add new feature for progressive rollout"`
 - ☕️ JVM connectors:
   - `/update-connector-cdk-version connector=<CONNECTOR_NAME>` - Updates the specified connector to the latest CDK version.
     Example: `/update-connector-cdk-version connector=destination-bigquery`
diff --git a/.github/workflows/ai-canary-prerelease-command.yml b/.github/workflows/ai-canary-prerelease-command.yml
index e816669a83c8..892b83891ab6 100644
--- a/.github/workflows/ai-canary-prerelease-command.yml
+++ b/.github/workflows/ai-canary-prerelease-command.yml
@@ -35,10 +35,10 @@ jobs:
           echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
 
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -69,6 +69,6 @@ jobs:
           github-token: ${{ steps.get-app-token.outputs.token }}
           api-version: v3
           org-id: ${{ vars.DEVIN_AI_ORG_ID }}
-          start-message: "🐤 **AI Canary Prerelease session starting...** Rolling out to 5-10 connections, watching results, and reporting findings. [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/canary_prerelease.md)"
+          start-message: "🐤 **AI Canary Prerelease session starting...** Rolling out to 5-10 connections, watching results, and reporting findings. [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/canary_prerelease.md)"
           tags: |
             ai-oncall
diff --git a/.github/workflows/ai-create-docs-pr-command.yml b/.github/workflows/ai-create-docs-pr-command.yml
index d54e442fd4ae..53e21989eeeb 100644
--- a/.github/workflows/ai-create-docs-pr-command.yml
+++ b/.github/workflows/ai-create-docs-pr-command.yml
@@ -36,10 +36,10 @@ jobs:
           echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
 
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -67,7 +67,7 @@ jobs:
 
           This will create a documentation PR stacked on top of PR #${PR_NUMBER}.
 
-          [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/connectordocs.md)
+          [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/connectordocs.md)
           STARTMSG
               echo "EOF"
             } >> $GITHUB_OUTPUT
@@ -105,7 +105,7 @@ jobs:
 
           This will create a documentation PR targeting the master branch.
 
-          [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/connectordocs.md)
+          [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/connectordocs.md)
           STARTMSG
               echo "EOF"
             } >> $GITHUB_OUTPUT
diff --git a/.github/workflows/ai-dev-command.yml b/.github/workflows/ai-dev-command.yml
new file mode 100644
index 000000000000..83a91c3e38a9
--- /dev/null
+++ b/.github/workflows/ai-dev-command.yml
@@ -0,0 +1,166 @@
+name: AI Dev Playbook Command
+
+# Runs a dev version of an ai-skills playbook against an issue in this repo.
+# Triggered via slash command: /ai-dev skills-pr=<PR_NUMBER> playbook=<PLAYBOOK_NAME>
+#
+# Examples:
+#   /ai-dev skills-pr=42 playbook=issue_triage
+#   /ai-dev skills-pr=42 playbook=issue_fix
+#
+# The dev playbook must already exist in the Devin API (created by the
+# dev-playbooks.yml workflow in airbytehq/ai-skills when a PR is opened).
+
+on:
+  workflow_dispatch:
+    inputs:
+      issue:
+        description: "Issue number to test against"
+        type: string
+        required: false
+      skills-pr:
+        description: "ai-skills PR number with the dev playbook (named skills-pr to avoid collision with the pr static-arg)"
+        type: number
+        required: true
+      playbook:
+        description: "Playbook name (e.g. issue_triage, issue_fix)"
+        type: string
+        required: true
+      comment-id:
+        description: "The comment-id of the slash command. Used to update the comment with the status."
+        required: false
+      pr:
+        description: "PR number (passed by slash command dispatcher, unused)"
+        type: number
+        required: false
+      repo:
+        description: "Repo (passed by slash command dispatcher)"
+        required: false
+        default: "airbytehq/airbyte"
+      gitref:
+        description: "Git ref (passed by slash command dispatcher)"
+        required: false
+
+run-name: "AI Dev Playbook: !${{ github.event.inputs.playbook }}__dev-${{ github.event.inputs.skills-pr }}"
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: read
+
+jobs:
+  ai-dev:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Get job variables
+        id: job-vars
+        run: |
+          echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
+
+      - name: Checkout code
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+
+      - name: Authenticate as GitHub App
+        uses: actions/create-github-app-token@v3.0.0
+        id: get-app-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
+
+      - name: Resolve inputs
+        id: resolve
+        env:
+          INPUT_PR_NUMBER: ${{ inputs.skills-pr }}
+          INPUT_PLAYBOOK_NAME: ${{ inputs.playbook }}
+          INPUT_ISSUE_NUMBER: ${{ inputs.issue }}
+          INPUT_COMMENT_ID: ${{ inputs.comment-id }}
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+        run: |
+          set -euo pipefail
+
+          # Resolve from env vars (safely passed via env: to avoid script injection)
+          pr_number="$INPUT_PR_NUMBER"
+          playbook_name="$INPUT_PLAYBOOK_NAME"
+          issue_number="$INPUT_ISSUE_NUMBER"
+          comment_id="$INPUT_COMMENT_ID"
+
+          # When invoked via slash command, inputs.issue is empty because
+          # the slash-commands.yml static-args don't include issue=.
+          # Resolve the issue number from the comment-id via the GitHub API.
+          if [[ -z "$issue_number" || "$issue_number" == "0" ]] && [[ -n "$comment_id" ]]; then
+            echo "Resolving issue number from comment-id..."
+            issue_number=$(curl -s \
+              -H "Authorization: Bearer $GH_TOKEN" \
+              -H "Accept: application/vnd.github+json" \
+              "https://api.github.com/repos/$GITHUB_REPOSITORY/issues/comments/$comment_id" \
+              | jq -r '.issue_url | split("/") | last')
+            if [[ -z "$issue_number" || "$issue_number" == "null" ]]; then
+              echo "::warning::Could not resolve issue number from comment-id $comment_id"
+              issue_number=""
+            else
+              echo "Resolved issue number: $issue_number"
+            fi
+          fi
+
+          if [[ -z "$pr_number" ]]; then
+            echo "::error::Missing required argument: pr (ai-skills PR number)"
+            exit 1
+          fi
+          if ! [[ "$pr_number" =~ ^[0-9]+$ ]]; then
+            echo "::error::Invalid pr number: must be digits only"
+            exit 1
+          fi
+
+          if [[ -z "$playbook_name" ]]; then
+            echo "::error::Missing required argument: playbook (e.g. issue_triage)"
+            exit 1
+          fi
+          if ! [[ "$playbook_name" =~ ^[a-z0-9_]+$ ]]; then
+            echo "::error::Invalid playbook name: must match [a-z0-9_]+"
+            exit 1
+          fi
+
+          dev_macro="!${playbook_name}__dev-${pr_number}"
+
+          echo "pr_number=${pr_number}" >> $GITHUB_OUTPUT
+          echo "playbook_name=${playbook_name}" >> $GITHUB_OUTPUT
+          echo "issue_number=${issue_number}" >> $GITHUB_OUTPUT
+          echo "comment_id=${comment_id}" >> $GITHUB_OUTPUT
+          echo "dev_macro=${dev_macro}" >> $GITHUB_OUTPUT
+
+          echo "Resolved inputs:"
+          echo "  PR number: ${pr_number}"
+          echo "  Playbook: ${playbook_name}"
+          echo "  Issue: ${issue_number}"
+          echo "  Dev macro: ${dev_macro}"
+
+      - name: Post start comment
+        if: inputs.comment-id != ''
+        uses: peter-evans/create-or-update-comment@v4
+        with:
+          token: ${{ steps.get-app-token.outputs.token }}
+          comment-id: ${{ inputs.comment-id }}
+          issue-number: ${{ steps.resolve.outputs.issue_number }}
+          body: |
+            > **AI Dev Playbook Starting**
+            >
+            > Using dev macro `${{ steps.resolve.outputs.dev_macro }}` from [ai-skills PR #${{ steps.resolve.outputs.pr_number }}](https://github.com/airbytehq/ai-skills/pull/${{ steps.resolve.outputs.pr_number }})
+            > [View workflow run](${{ steps.job-vars.outputs.run-url }})
+
+      - name: Run dev playbook
+        uses: aaronsteers/devin-action@main
+        with:
+          comment-id: ${{ steps.resolve.outputs.comment_id }}
+          issue-number: ${{ steps.resolve.outputs.issue_number }}
+          playbook-macro: ${{ steps.resolve.outputs.dev_macro }}
+          devin-token: ${{ secrets.DEVIN_AI_API_KEY }}
+          github-token: ${{ steps.get-app-token.outputs.token }}
+          api-version: v3
+          org-id: ${{ vars.DEVIN_AI_ORG_ID }}
+          start-message: "🔬 **Dev playbook session starting...** Using dev macro `${{ steps.resolve.outputs.dev_macro }}` from [ai-skills PR #${{ steps.resolve.outputs.pr_number }}](https://github.com/airbytehq/ai-skills/pull/${{ steps.resolve.outputs.pr_number }})"
+          bypass-approval: "true"
+          tags: |
+            ai-oncall
+            playbook-dev
+            dev-pr-${{ steps.resolve.outputs.pr_number }}
diff --git a/.github/workflows/ai-docs-review-command.yml b/.github/workflows/ai-docs-review-command.yml
index 26f31c150adc..8d2863a69267 100644
--- a/.github/workflows/ai-docs-review-command.yml
+++ b/.github/workflows/ai-docs-review-command.yml
@@ -84,7 +84,7 @@ jobs:
 
       - name: Authenticate as GitHub App
         if: steps.validate.outputs.valid == 'true'
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -110,7 +110,7 @@ jobs:
 
       - name: Checkout PR code
         if: steps.validate.outputs.valid == 'true'
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0
           # Use refs/pull/N/head which works for both fork and non-fork PRs
diff --git a/.github/workflows/ai-prove-fix-command.yml b/.github/workflows/ai-prove-fix-command.yml
index 6e20a92f0fd9..282063fa1cd9 100644
--- a/.github/workflows/ai-prove-fix-command.yml
+++ b/.github/workflows/ai-prove-fix-command.yml
@@ -35,10 +35,10 @@ jobs:
           echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
 
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -69,6 +69,6 @@ jobs:
           github-token: ${{ steps.get-app-token.outputs.token }}
           api-version: v3
           org-id: ${{ vars.DEVIN_AI_ORG_ID }}
-          start-message: "🔍 **AI Prove Fix session starting...** Running readiness checks and testing against customer connections. [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/prove_fix.md)"
+          start-message: "🔍 **AI Prove Fix session starting...** Running readiness checks and testing against customer connections. [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/prove_fix.md)"
           tags: |
             ai-oncall
diff --git a/.github/workflows/ai-release-watch-command.yml b/.github/workflows/ai-release-watch-command.yml
index 186f9bc23f83..4edb102cca89 100644
--- a/.github/workflows/ai-release-watch-command.yml
+++ b/.github/workflows/ai-release-watch-command.yml
@@ -35,10 +35,10 @@ jobs:
           echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
 
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -69,6 +69,6 @@ jobs:
           github-token: ${{ steps.get-app-token.outputs.token }}
           api-version: v3
           org-id: ${{ vars.DEVIN_AI_ORG_ID }}
-          start-message: "👁️ **AI Release Watch session starting...** Monitoring rollout and tracking sync success rates. [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/release_watch.md)"
+          start-message: "👁️ **AI Release Watch session starting...** Monitoring rollout and tracking sync success rates. [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/release_watch.md)"
           tags: |
             ai-oncall
diff --git a/.github/workflows/ai-review-command.yml b/.github/workflows/ai-review-command.yml
index 55a87c98a7b4..b094d1e332bf 100644
--- a/.github/workflows/ai-review-command.yml
+++ b/.github/workflows/ai-review-command.yml
@@ -15,6 +15,16 @@ on:
       comment-id:
         description: "Comment ID"
         required: false
+  workflow_call:
+    inputs:
+      pr:
+        description: "PR number"
+        required: true
+        type: string
+      comment-id:
+        description: "Comment ID"
+        required: false
+        type: string
 
 run-name: "PR AI Review for PR #${{ inputs.pr }}"
 
@@ -33,10 +43,10 @@ jobs:
           echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
 
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -103,7 +113,7 @@ jobs:
             **AI PR Review** starting...
 
             Reviewing PR for connector safety and quality.
-            [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/pr_ai_review.md)
+            [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/pr_ai_review.md)
           tags: |
             ai-oncall
             pr-review
diff --git a/.github/workflows/approve-regression-tests-command.yml b/.github/workflows/approve-regression-tests-command.yml
deleted file mode 100644
index ae6640a6a541..000000000000
--- a/.github/workflows/approve-regression-tests-command.yml
+++ /dev/null
@@ -1,125 +0,0 @@
-name: Approve Regression Tests
-permissions:
-  pull-requests: write
-  statuses: write
-on:
-  workflow_dispatch:
-    inputs:
-      pr:
-        description: "Pull request number. Used to pull the proper branch ref, including on forks."
-        type: number
-        required: false
-      comment-id:
-        description: "Optional. The comment-id of the slash command. Used to update the comment with the status."
-        required: false
-      connector-name:
-        description: "Optional. Name of the connector whose regression tests are approved."
-        required: false
-
-      # These must be declared, but they are unused and ignored.
-      # TODO: Infer 'repo' and 'gitref' from PR number on other workflows, so we can remove these.
-      repo:
-        description: "Repo (Ignored)"
-        required: false
-        default: "airbytehq/airbyte"
-      gitref:
-        description: "Ref (Ignored)"
-        required: false
-
-run-name: "Approve Regression Tests #${{ github.event.inputs.pr }}"
-
-jobs:
-  approve-regression-tests:
-    name: "Approve Regression Tests"
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Get job variables
-        id: job-vars
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        shell: bash
-        run: |
-          PR_JSON=$(gh api repos/${{ github.repository }}/pulls/${{ github.event.inputs.pr }})
-          echo "PR_JSON: $PR_JSON"
-          echo "repo=$(echo "$PR_JSON" | jq -r .head.repo.full_name)" >> $GITHUB_OUTPUT
-          BRANCH=$(echo "$PR_JSON" | jq -r .head.ref)
-          echo "branch=$BRANCH" >> $GITHUB_OUTPUT
-          echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
-          LATEST_COMMIT=$(gh api repos/${{ github.repository }}/commits/$BRANCH | jq -r .sha)
-          echo "latest_commit=$LATEST_COMMIT" >> $GITHUB_OUTPUT
-
-      - name: Append comment with job run link
-        # If comment-id is not provided, this will create a new
-        # comment with the job run link.
-        id: first-comment-action
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          comment-id: ${{ github.event.inputs.comment-id }}
-          issue-number: ${{ github.event.inputs.pr }}
-          body: |
-
-            > [Check job output.][1]
-
-            [1]: ${{ steps.job-vars.outputs.run-url }}
-
-      - name: Approve regression tests
-        id: approve-regression-tests
-        if: github.event.inputs.connector-name != null
-        run: |
-          echo "approving regression test status check for ${{ github.event.inputs.connector-name }} if it exists ...."
-          response=$(curl --write-out '%{http_code}' --silent --output /dev/null \
-            --request POST \
-            --url ${{ github.api_url }}/repos/${{ github.repository }}/statuses/${{ steps.job-vars.outputs.latest_commit }} \
-            --header 'authorization: Bearer ${{ secrets.GITHUB_TOKEN }}' \
-            --header 'content-type: application/json' \
-            --data '{
-              "state": "success",
-              "context": "Regression Tests on ${{ github.event.inputs.connector-name }}",
-              "target_url": "https://github.com/airbytehq/airbyte/tree/master/airbyte-ci/connectors/live-tests"
-            }')
-          if [ $response -ne 201 ]; then
-            echo "Failed to approve regression tests for ${{ github.event.inputs.connector-name }}. HTTP status code: $response"
-            exit 1
-          else
-            echo "Regression tests for ${{ github.event.inputs.connector-name }} approved."
-          fi
-
-      - name: Update global regression test approval
-        id: update-global-regression-test-approval
-        if: github.event.inputs.connector-name == null
-        run: |
-          echo "updating regression test approval status check if it exists ...."
-          response=$(curl --write-out '%{http_code}' --silent --output /dev/null \
-            --request POST \
-            --url ${{ github.api_url }}/repos/${{ github.repository }}/statuses/${{ steps.job-vars.outputs.latest_commit }} \
-            --header 'authorization: Bearer ${{ secrets.GITHUB_TOKEN }}' \
-            --header 'content-type: application/json' \
-            --data '{
-              "state": "success",
-              "context": "Regression Test Results Reviewed and Approved",
-              "target_url": "https://github.com/airbytehq/airbyte/tree/master/airbyte-ci/connectors/live-tests"
-            }')
-          if [ $response -ne 201 ]; then
-            echo "Failed to update regression test approval status check. HTTP status code: $response"
-            exit 1
-          else
-            echo "Regression test status check updated."
-          fi
-
-      - name: Append success comment
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        if: success()
-        with:
-          comment-id: ${{ steps.first-comment-action.outputs.comment-id }}
-          reactions: "+1"
-          body: |
-            > ✅ Approving regression tests
-
-      - name: Append failure comment
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        if: failure()
-        with:
-          comment-id: ${{ steps.first-comment-action.outputs.comment-id }}
-          reactions: confused
-          body: |
-            > ❌ Regression test approval failed
diff --git a/.github/workflows/auto-ai-review-label.yml b/.github/workflows/auto-ai-review-label.yml
new file mode 100644
index 000000000000..acfd3db1bdc3
--- /dev/null
+++ b/.github/workflows/auto-ai-review-label.yml
@@ -0,0 +1,28 @@
+# Triggers the AI Review workflow when the 'auto-ai-review' label is present.
+# Two triggers:
+#   1. Label added to a non-draft PR -> immediately call AI review.
+#   2. PR marked ready for review    -> call AI review if label is already set.
+# Draft PRs are skipped on `labeled` to avoid a double-dispatch: ai-review-command.yml
+# marks drafts as ready, which would re-trigger this workflow via `ready_for_review`.
+name: Auto AI Review on Label
+
+on:
+  pull_request:
+    types: [labeled, ready_for_review]
+
+run-name: "Auto AI Review for PR #${{ github.event.pull_request.number }}"
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
+jobs:
+  dispatch-ai-review:
+    if: |
+      (github.event.action == 'labeled' && github.event.label.name == 'auto-ai-review' && github.event.pull_request.draft != true) ||
+      (github.event.action == 'ready_for_review' && contains(github.event.pull_request.labels.*.name, 'auto-ai-review'))
+    uses: ./.github/workflows/ai-review-command.yml
+    with:
+      pr: "${{ github.event.pull_request.number }}"
+    secrets: inherit
diff --git a/.github/workflows/auto-merge-cron.yml b/.github/workflows/auto-merge-cron.yml
new file mode 100644
index 000000000000..14dc2d8ed26a
--- /dev/null
+++ b/.github/workflows/auto-merge-cron.yml
@@ -0,0 +1,386 @@
+name: Auto merge connector PRs Cron
+# Dry-run mode is controlled by the org-level variable ENABLE_CONNECTOR_AUTO_MERGE.
+# Set to "true" to enable real merges; any other value (or unset) runs in dry-run mode.
+# In dry-run mode, PRs are still approved and promoted from draft, but merges are skipped.
+# Manage at: https://github.com/organizations/airbytehq/settings/variables/actions
+
+on:
+  schedule:
+    # Every 2 hours on the hour.
+    - cron: "0 */2 * * *"
+  workflow_dispatch:
+
+# All repo operations use GitHub App tokens, not GITHUB_TOKEN.
+permissions: {}
+
+jobs:
+  # ---------- Job 1: Discover candidate PRs ----------
+  list-candidates:
+    name: List eligible PRs
+    runs-on: ubuntu-24.04
+    steps:
+      # ---------- Authentication ----------
+      - name: Authenticate as 'octavia-bot-hoard' GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-hoard-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
+
+      # ---------- Find candidate PRs ----------
+      - name: Find force-merge PRs (bypass-ci-checks label)
+        id: force-prs
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          gh pr list \
+            --repo airbytehq/airbyte \
+            --label "auto-merge/bypass-ci-checks" \
+            --state open \
+            --base master \
+            --json number,title \
+            --limit 100 > /tmp/force.json
+          count=$(jq length /tmp/force.json)
+          echo "force-matrix=$(cat /tmp/force.json)" | tee -a $GITHUB_OUTPUT
+          echo "force-count=$count" | tee -a $GITHUB_OUTPUT
+
+      - name: Find normal-merge PRs (auto-merge label, excluding force-merge)
+        id: normal-prs
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          gh pr list \
+            --repo airbytehq/airbyte \
+            --label "auto-merge" \
+            --state open \
+            --base master \
+            --json number,title \
+            --limit 100 > /tmp/auto-merge.json
+          # Exclude PRs already in the force-merge set
+          jq -c --argjson force '${{ steps.force-prs.outputs.force-matrix }}' \
+            '[.[] | select(.number as $n | $force | map(.number) | index($n) | not)]' \
+            /tmp/auto-merge.json > /tmp/normal.json
+          count=$(jq length /tmp/normal.json)
+          echo "normal-matrix=$(cat /tmp/normal.json)" | tee -a $GITHUB_OUTPUT
+          echo "normal-count=$count" | tee -a $GITHUB_OUTPUT
+
+      # ---------- Fetch required checks ----------
+      - name: Fetch required checks for master branch
+        id: required-checks
+        if: fromJSON(steps.normal-prs.outputs.normal-count) > 0
+        uses: actions/github-script@v7
+        with:
+          github-token: ${{ steps.get-hoard-token.outputs.token }}
+          script: |
+            const { data: rules } = await github.request(
+              'GET /repos/{owner}/{repo}/rules/branches/{branch}',
+              { owner: 'airbytehq', repo: 'airbyte', branch: 'master' }
+            );
+            const checks = [];
+            for (const rule of rules) {
+              if (rule.type === 'required_status_checks') {
+                for (const check of (rule.parameters?.required_status_checks || [])) {
+                  checks.push(check.context);
+                }
+              }
+            }
+            core.info(`Required checks (${checks.length}): ${JSON.stringify(checks)}`);
+            core.setOutput('checks', JSON.stringify(checks));
+    outputs:
+      normal-matrix: ${{ steps.normal-prs.outputs.normal-matrix }}
+      normal-count: ${{ steps.normal-prs.outputs.normal-count }}
+      force-matrix: ${{ steps.force-prs.outputs.force-matrix }}
+      force-count: ${{ steps.force-prs.outputs.force-count }}
+      required-checks: ${{ steps.required-checks.outputs.checks }}
+
+  # ---------- Job 2: Normal merge (verify CI first) ----------
+  normal-merge:
+    name: "Merge #${{ matrix.pr.number }}"
+    needs: list-candidates
+    if: fromJSON(needs.list-candidates.outputs.normal-count) > 0
+    runs-on: ubuntu-24.04
+    strategy:
+      fail-fast: false
+      matrix:
+        pr: ${{ fromJSON(needs.list-candidates.outputs.normal-matrix) }}
+    env:
+      PR_NUMBER: ${{ matrix.pr.number }}
+      PR_TITLE: ${{ matrix.pr.title }}
+    steps:
+      # ---------- Authentication ----------
+      - name: Authenticate as 'octavia-bot-hoard' GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-hoard-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
+
+      # ---------- Validation ----------
+      - name: Check PR is still open
+        id: check-open
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          state=$(gh pr view "$PR_NUMBER" --repo airbytehq/airbyte --json state --jq '.state')
+          echo "state=$state" | tee -a $GITHUB_OUTPUT
+
+      - name: Validate connector-only file paths
+        if: steps.check-open.outputs.state == 'OPEN'
+        id: validate-paths
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          set -e
+          gh pr diff "$PR_NUMBER" --repo airbytehq/airbyte --name-only > /tmp/changed-files.txt
+          valid=true
+          while IFS= read -r file; do
+            case "$file" in
+              airbyte-integrations/connectors/*) ;;
+              docs/integrations/sources/*) ;;
+              docs/integrations/destinations/*) ;;
+              docs/ai-agents/connectors/*) ;;
+              docs/developers/pyairbyte/*) ;;
+              docusaurus/src/data/*) ;;
+              *) valid=false; echo "::warning::Non-connector file: $file"; break ;;
+            esac
+          done < /tmp/changed-files.txt
+          echo "valid=$valid" | tee -a $GITHUB_OUTPUT
+
+      - name: Verify required status checks pass
+        if: steps.check-open.outputs.state == 'OPEN' && steps.validate-paths.outputs.valid == 'true'
+        id: verify-checks
+        uses: actions/github-script@v7
+        env:
+          REQUIRED_CHECKS_JSON: ${{ needs.list-candidates.outputs.required-checks }}
+        with:
+          github-token: ${{ steps.get-hoard-token.outputs.token }}
+          script: |
+            const prNum = Number(process.env.PR_NUMBER);
+            const requiredChecks = new Set(JSON.parse(process.env.REQUIRED_CHECKS_JSON || '[]'));
+
+            const { data: pr } = await github.rest.pulls.get({
+              owner: 'airbytehq', repo: 'airbyte', pull_number: prNum,
+            });
+            const sha = pr.head.sha;
+
+            const statuses = await github.paginate(
+              github.rest.repos.listCommitStatusesForRef,
+              { owner: 'airbytehq', repo: 'airbyte', ref: sha, per_page: 100 }
+            );
+            const successStatuses = new Set(
+              statuses.filter(s => s.state === 'success').map(s => s.context)
+            );
+
+            const checkRuns = await github.paginate(
+              github.rest.checks.listForRef,
+              { owner: 'airbytehq', repo: 'airbyte', ref: sha, per_page: 100 },
+              (response) => response.data
+            );
+            const successChecks = new Set(
+              checkRuns
+                .filter(cr => cr.conclusion === 'success' || cr.conclusion === 'skipped')
+                .map(cr => cr.name)
+            );
+
+            const allPassing = new Set([...successStatuses, ...successChecks]);
+            const missing = [...requiredChecks].filter(c => !allPassing.has(c));
+
+            if (missing.length > 0) {
+              core.info(`Missing checks: ${missing.join(', ')}`);
+              core.setOutput('ready', 'false');
+            } else {
+              core.info('All required checks passing');
+              core.setOutput('ready', 'true');
+            }
+
+      # ---------- Eligibility gate ----------
+      - name: Determine merge eligibility
+        id: eligible
+        run: >
+          echo "result=${{
+            steps.check-open.outputs.state == 'OPEN'
+            && steps.validate-paths.outputs.valid == 'true'
+            && steps.verify-checks.outputs.ready == 'true'
+          }}" | tee -a $GITHUB_OUTPUT
+
+      # ---------- Prepare PR for merge ----------
+      - name: Check if PR is a draft
+        if: steps.eligible.outputs.result == 'true'
+        id: check-draft
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          is_draft=$(gh pr view "$PR_NUMBER" --repo airbytehq/airbyte --json isDraft --jq '.isDraft')
+          echo "is_draft=$is_draft" | tee -a $GITHUB_OUTPUT
+
+      - name: Mark draft PR as ready for review
+        if: steps.eligible.outputs.result == 'true' && steps.check-draft.outputs.is_draft == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: gh pr ready "$PR_NUMBER" --repo airbytehq/airbyte
+
+      # ---------- Approve and merge ----------
+      - name: Authenticate as 'octavia-bot-admin' GitHub App
+        if: steps.eligible.outputs.result == 'true'
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-admin-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_ADMIN_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_ADMIN_PRIVATE_KEY }}
+
+      - name: Approve PR with admin bot
+        if: steps.eligible.outputs.result == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-admin-token.outputs.token }}
+        run: >
+          gh pr review "$PR_NUMBER"
+          --repo airbytehq/airbyte
+          --approve
+          --body "Auto-approved by auto-merge workflow."
+
+      - name: Squash merge PR
+        if: steps.eligible.outputs.result == 'true' && vars.ENABLE_CONNECTOR_AUTO_MERGE == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          for attempt in 1 2 3; do
+            if gh pr merge "$PR_NUMBER" --repo airbytehq/airbyte --squash; then
+              echo "::notice::Merged PR ${PR_NUMBER}: ${PR_TITLE}"
+              exit 0
+            fi
+            echo "::warning::Merge attempt $attempt/3 failed, retrying in 60s..."
+            sleep 60
+          done
+          echo "::error::Failed to merge PR #$PR_NUMBER after 3 attempts"
+          exit 1
+
+      - name: Dry-run notice
+        if: steps.eligible.outputs.result == 'true' && vars.ENABLE_CONNECTOR_AUTO_MERGE != 'true'
+        run: echo "::notice::DRY RUN -- would merge PR ${PR_NUMBER}"
+
+  # ---------- Job 3: Force merge (bypass CI checks) ----------
+  force-merge:
+    name: "Force-merge #${{ matrix.pr.number }}"
+    needs: list-candidates
+    if: fromJSON(needs.list-candidates.outputs.force-count) > 0
+    runs-on: ubuntu-24.04
+    strategy:
+      fail-fast: false
+      matrix:
+        pr: ${{ fromJSON(needs.list-candidates.outputs.force-matrix) }}
+    env:
+      PR_NUMBER: ${{ matrix.pr.number }}
+      PR_TITLE: ${{ matrix.pr.title }}
+    steps:
+      # ---------- Authentication ----------
+      - name: Authenticate as 'octavia-bot-hoard' GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-hoard-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
+
+      # ---------- Validation ----------
+      - name: Check PR is still open
+        id: check-open
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          state=$(gh pr view "$PR_NUMBER" --repo airbytehq/airbyte --json state --jq '.state')
+          echo "state=$state" | tee -a $GITHUB_OUTPUT
+
+      - name: Validate connector-only file paths
+        if: steps.check-open.outputs.state == 'OPEN'
+        id: validate-paths
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          set -e
+          gh pr diff "$PR_NUMBER" --repo airbytehq/airbyte --name-only > /tmp/changed-files.txt
+          valid=true
+          while IFS= read -r file; do
+            case "$file" in
+              airbyte-integrations/connectors/*) ;;
+              docs/integrations/sources/*) ;;
+              docs/integrations/destinations/*) ;;
+              docs/ai-agents/connectors/*) ;;
+              docs/developers/pyairbyte/*) ;;
+              docusaurus/src/data/*) ;;
+              *) valid=false; echo "::warning::Non-connector file: $file"; break ;;
+            esac
+          done < /tmp/changed-files.txt
+          echo "valid=$valid" | tee -a $GITHUB_OUTPUT
+
+      # ---------- Eligibility gate ----------
+      - name: Determine merge eligibility
+        id: eligible
+        run: >
+          echo "result=${{
+            steps.check-open.outputs.state == 'OPEN'
+            && steps.validate-paths.outputs.valid == 'true'
+          }}" | tee -a $GITHUB_OUTPUT
+
+      # ---------- Prepare PR for merge ----------
+      - name: Check if PR is a draft
+        if: steps.eligible.outputs.result == 'true'
+        id: check-draft
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          is_draft=$(gh pr view "$PR_NUMBER" --repo airbytehq/airbyte --json isDraft --jq '.isDraft')
+          echo "is_draft=$is_draft" | tee -a $GITHUB_OUTPUT
+
+      - name: Mark draft PR as ready for review
+        if: steps.eligible.outputs.result == 'true' && steps.check-draft.outputs.is_draft == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: gh pr ready "$PR_NUMBER" --repo airbytehq/airbyte
+
+      # ---------- Approve and merge ----------
+      - name: Authenticate as 'octavia-bot-admin' GitHub App
+        if: steps.eligible.outputs.result == 'true'
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-admin-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_ADMIN_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_ADMIN_PRIVATE_KEY }}
+
+      - name: Approve PR with admin bot
+        if: steps.eligible.outputs.result == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-admin-token.outputs.token }}
+        run: >
+          gh pr review "$PR_NUMBER"
+          --repo airbytehq/airbyte
+          --approve
+          --body "Auto-approved by auto-merge workflow (bypass-ci)."
+
+      - name: Force squash merge PR
+        if: steps.eligible.outputs.result == 'true' && vars.ENABLE_CONNECTOR_AUTO_MERGE == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-hoard-token.outputs.token }}
+        run: |
+          for attempt in 1 2 3; do
+            if gh pr merge "$PR_NUMBER" --repo airbytehq/airbyte --squash; then
+              echo "::notice::Force-merged PR ${PR_NUMBER}: ${PR_TITLE}"
+              exit 0
+            fi
+            echo "::warning::Merge attempt $attempt/3 failed, retrying in 60s..."
+            sleep 60
+          done
+          echo "::error::Failed to force-merge PR #$PR_NUMBER after 3 attempts"
+          exit 1
+
+      - name: Dry-run notice
+        if: steps.eligible.outputs.result == 'true' && vars.ENABLE_CONNECTOR_AUTO_MERGE != 'true'
+        run: echo "::notice::DRY RUN -- would force-merge PR ${PR_NUMBER}"
diff --git a/.github/workflows/auto-merge-labels.yml b/.github/workflows/auto-merge-labels.yml
new file mode 100644
index 000000000000..ed3b3fb258ce
--- /dev/null
+++ b/.github/workflows/auto-merge-labels.yml
@@ -0,0 +1,56 @@
+name: "Auto-Merge Label Removal"
+
+# When the last auto-merge label is removed from a PR, disable GitHub's
+# native auto-merge so the PR no longer merges automatically.
+
+permissions: {}
+
+on:
+  pull_request_target:
+    types:
+      - unlabeled
+
+jobs:
+  disable-auto-merge:
+    name: Disable native auto-merge
+    # Runs when either auto-merge label is removed and the other is not
+    # still present on the PR.
+    if: >
+      github.event.action == 'unlabeled'
+      && (
+        github.event.label.name == 'auto-merge'
+        || github.event.label.name == 'auto-merge/bypass-ci-checks'
+      )
+      && !contains(github.event.pull_request.labels.*.name, 'auto-merge')
+      && !contains(github.event.pull_request.labels.*.name, 'auto-merge/bypass-ci-checks')
+    permissions: {}
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Authenticate as GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-app-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
+
+      - name: Check if native auto-merge is enabled
+        id: check-auto-merge
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        run: |
+          AUTO_MERGE=$(gh pr view "$PR_NUMBER" --repo "${{ github.repository }}" --json autoMergeRequest --jq '.autoMergeRequest')
+          echo "enabled=$( [ "$AUTO_MERGE" != "null" ] && [ -n "$AUTO_MERGE" ] && echo true || echo false )" \
+            | tee -a "$GITHUB_OUTPUT"
+
+      - name: Disable native auto-merge
+        if: steps.check-auto-merge.outputs.enabled == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        run: >
+          gh pr merge "$PR_NUMBER"
+          --repo "${{ github.repository }}"
+          --disable-auto
diff --git a/.github/workflows/auto-merge-toggle.yml b/.github/workflows/auto-merge-toggle.yml
new file mode 100644
index 000000000000..daa4d2eb977b
--- /dev/null
+++ b/.github/workflows/auto-merge-toggle.yml
@@ -0,0 +1,94 @@
+# Responds to GitHub's native auto-merge being enabled or disabled on a PR:
+#
+# 1. Enabled: adds a notice to the PR description.
+# 2. Disabled: updates the PR description notice and removes auto-merge
+#    labels so the scheduled auto_merge.yml cron no longer re-processes
+#    the PR.
+#
+# Note: Adding an `auto-merge*` label no longer auto-promotes draft PRs.
+# The connectors_up_to_date pipeline handles draft promotion and auto-merge
+# enablement directly. Draft PRs must be explicitly marked "Ready for review"
+# before native auto-merge and label-based automation will take effect.
+
+name: "Auto-Merge Toggle"
+
+permissions: {}
+
+on:
+  pull_request_target:
+    types: [auto_merge_enabled, auto_merge_disabled]
+
+jobs:
+  # ---------- Update PR description notice ----------
+  update-description:
+    runs-on: ubuntu-24.04
+    permissions:
+      pull-requests: write
+    steps:
+      - name: Add Auto-Merge Notice
+        if: github.event.action == 'auto_merge_enabled'
+        uses: bcgov/action-pr-description-add@14338bfe0278ead273b3c1189e5aa286ff6709c4 # v2.0.0
+        with:
+          add_markdown: |
+            > [!IMPORTANT]
+            > ⚡ **Auto-merge enabled.**
+            > 
+            > _This PR is set to merge automatically when all requirements are met._
+
+      - name: Remove Auto-Merge Notice
+        if: github.event.action == 'auto_merge_disabled'
+        uses: bcgov/action-pr-description-add@14338bfe0278ead273b3c1189e5aa286ff6709c4 # v2.0.0
+        with:
+          add_markdown: |
+            > [!NOTE]
+            > **Auto-merge may have been disabled. Please check the PR status to confirm.**
+
+  # ---------- Remove auto-merge labels when native auto-merge is disabled ----------
+  remove-labels:
+    name: Remove auto-merge labels
+    if: >
+      github.event.action == 'auto_merge_disabled'
+      && (
+        contains(github.event.pull_request.labels.*.name, 'auto-merge')
+        || contains(github.event.pull_request.labels.*.name, 'auto-merge/bypass-ci-checks')
+      )
+    permissions: {}
+    runs-on: ubuntu-24.04
+    steps:
+      - name: Authenticate as 'octavia-bot-hoard' GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-app-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
+
+      - name: Remove auto-merge label
+        if: contains(github.event.pull_request.labels.*.name, 'auto-merge')
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        run: >
+          gh pr edit "$PR_NUMBER"
+          --repo "${{ github.repository }}"
+          --remove-label "auto-merge"
+
+      - name: Remove bypass-ci-checks label
+        if: contains(github.event.pull_request.labels.*.name, 'auto-merge/bypass-ci-checks')
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        run: >
+          gh pr edit "$PR_NUMBER"
+          --repo "${{ github.repository }}"
+          --remove-label "auto-merge/bypass-ci-checks"
+
+      - name: Post notice comment
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ github.event.pull_request.number }}
+        run: >
+          gh pr comment "$PR_NUMBER"
+          --repo "${{ github.repository }}"
+          --body "Auto-merge labels removed because native auto-merge was disabled on this PR. Re-add the label to re-enable."
diff --git a/.github/workflows/auto-upgrade-certified-connectors-cdk.yml b/.github/workflows/auto-upgrade-certified-connectors-cdk.yml
index 3b0928b27dbf..3c9cf93ef654 100644
--- a/.github/workflows/auto-upgrade-certified-connectors-cdk.yml
+++ b/.github/workflows/auto-upgrade-certified-connectors-cdk.yml
@@ -20,7 +20,7 @@ jobs:
       connectors: ${{ steps.list-connectors.outputs.connectors }}
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           # Needed for when airbyte-enterprise calls this workflow
           submodules: true
@@ -46,7 +46,7 @@ jobs:
       max-parallel: 5
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v2
         id: app-token
         with:
           owner: "airbytehq"
@@ -63,7 +63,7 @@ jobs:
           git config --global user.email '${{ steps.get-user-id.outputs.user-id }}+${{ steps.app-token.outputs.app-slug }}[bot]@users.noreply.github.com'
 
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           token: ${{ steps.app-token.outputs.token }}
           # Needed for when airbyte-enterprise calls this workflow
@@ -73,13 +73,13 @@ jobs:
         run: sudo snap install yq
 
       - name: Setup Java
-        uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Setup Gradle
-        uses: gradle/actions/setup-gradle@80e941e61874822d2a89974089c4915748e8f4b7 # v4
+        uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
 
       - name: Run upgradeCdk for ${{ matrix.connector }}
         id: upgrade-cdk
@@ -114,7 +114,7 @@ jobs:
       - name: Create Pull Request
         id: create-pr
         if: steps.check-changes.outputs.has_changes == 'true'
-        uses: peter-evans/create-pull-request@c5a7806660adbe173f04e3e038b0ccdcd758773c # v6
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
         with:
           token: ${{ steps.app-token.outputs.token }}
           commit-message: "chore: upgrade bulk CDK for ${{ matrix.connector }}"
diff --git a/.github/workflows/auto_merge.yml b/.github/workflows/auto_merge.yml
deleted file mode 100644
index 8adff5140023..000000000000
--- a/.github/workflows/auto_merge.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-name: Auto merge connector PRs Cron
-
-on:
-  schedule:
-    # Every 2 hours on the hour.
-    - cron: "0 */2 * * *"
-  workflow_dispatch:
-jobs:
-  run_auto_merge:
-    name: Run auto-merge
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
-        id: get-app-token
-        with:
-          owner: "airbytehq"
-          repositories: "airbyte"
-          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
-          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
-      - name: Checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - name: Set up Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-        with:
-          python-version: "3.11"
-          check-latest: true
-          update-environment: true
-      - name: Install and configure Poetry
-        uses: snok/install-poetry@76e04a911780d5b312d89783f7b1cd627778900a # v1.4.1
-        with:
-          version: 1.8.5
-      - name: Run auto merge
-        shell: bash
-        working-directory: airbyte-ci/connectors/auto_merge
-        env:
-          GITHUB_TOKEN: ${{ steps.get-app-token.outputs.token }}
-          AUTO_MERGE_PRODUCTION: ${{ vars.ENABLE_CONNECTOR_AUTO_MERGE }}
-        run: |
-          poetry install
-          poetry run auto-merge
diff --git a/.github/workflows/auto_merge_notification.yml b/.github/workflows/auto_merge_notification.yml
deleted file mode 100644
index 2a63dcf66405..000000000000
--- a/.github/workflows/auto_merge_notification.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-# When a PR is has the auto-merge feature enabled or disabled, this workflow adds or updates
-# warning text at the bottom of the PR description.
-
-name: "Add Auto-Merge Notification Text"
-on:
-  pull_request:
-    types: [auto_merge_enabled, auto_merge_disabled]
-
-jobs:
-  update-description:
-    runs-on: ubuntu-latest
-    permissions:
-      pull-requests: write
-    steps:
-      - name: Add Auto-Merge Notice
-        if: github.event.action == 'auto_merge_enabled'
-        uses: bcgov/action-pr-description-add@14338bfe0278ead273b3c1189e5aa286ff6709c4 # v2.0.0
-        with:
-          add_markdown: |
-            > [!IMPORTANT]
-            > **Auto-merge enabled.**
-            > 
-            > _This PR is set to merge automatically when all requirements are met._
-
-      - name: Remove Auto-Merge Notice
-        if: github.event.action == 'auto_merge_disabled'
-        uses: bcgov/action-pr-description-add@14338bfe0278ead273b3c1189e5aa286ff6709c4 # v2.0.0
-        with:
-          add_markdown: |
-            > [!NOTE]
-            > **Auto-merge may have been disabled. Please check the PR status to confirm.**
diff --git a/.github/workflows/autodoc.yml b/.github/workflows/autodoc.yml
index dbb2bde5ff75..9cfa7c0bc0be 100644
--- a/.github/workflows/autodoc.yml
+++ b/.github/workflows/autodoc.yml
@@ -33,7 +33,7 @@ jobs:
     steps:
       # Step 1: Get the pushed code
       - name: Checkout pushed code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0 # Full history needed for comprehensive analysis
 
diff --git a/.github/workflows/build-connector-images-command.yml b/.github/workflows/build-connector-images-command.yml
index 7519d9516bb3..e2b8338e3edc 100644
--- a/.github/workflows/build-connector-images-command.yml
+++ b/.github/workflows/build-connector-images-command.yml
@@ -58,7 +58,7 @@ jobs:
             > [Check job output.](${{ steps.job-vars.outputs.run-url }})
 
       - name: Repo Checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.repository }}
           ref: ${{ inputs.gitref || '' }}
diff --git a/.github/workflows/bump-progressive-rollout-version-command.yml b/.github/workflows/bump-progressive-rollout-version-command.yml
index 541973020ced..a3f1f5f4c62c 100644
--- a/.github/workflows/bump-progressive-rollout-version-command.yml
+++ b/.github/workflows/bump-progressive-rollout-version-command.yml
@@ -11,11 +11,6 @@ on:
         description: "Optional. The comment-id of the slash command. Used to update the comment with the status."
         required: false
 
-      type:
-        description: "The type of bump to perform. One of 'major', 'minor', or 'patch'."
-        required: false
-        default: "patch"
-
       changelog:
         description: "Optional. The comment to add to the changelog. If not provided, the PR title will be used."
         required: false
@@ -31,6 +26,11 @@ on:
         description: "Ref (Ignored)"
         required: false
 
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
 run-name: "Bump connector version for progressive rollout in PR: #${{ github.event.inputs.pr }}"
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.inputs.pr }}
@@ -39,140 +39,12 @@ concurrency:
 
 jobs:
   bump-progressive-rollout-version:
-    name: "Bump version of connectors for progressive rollout in this PR"
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Get job variables
-        id: job-vars
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        shell: bash
-        run: |
-          PR_JSON=$(gh api repos/${{ github.repository }}/pulls/${{ github.event.inputs.pr }})
-          echo "repo=$(echo "$PR_JSON" | jq -r .head.repo.full_name)" >> $GITHUB_OUTPUT
-          echo "branch=$(echo "$PR_JSON" | jq -r .head.ref)" >> $GITHUB_OUTPUT
-          echo "pr_title=$(echo "$PR_JSON" | jq -r .title)" >> $GITHUB_OUTPUT
-          echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
-
-      # NOTE: We still use a PAT here (rather than a GitHub App) because the workflow needs
-      # permissions to add commits to our main repo as well as forks. This will only work on
-      # forks if the user installs the app into their fork. Until we document this as a clear
-      # path, we will have to keep using the PAT.
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-        with:
-          repository: ${{ steps.job-vars.outputs.repo }}
-          ref: ${{ steps.job-vars.outputs.branch }}
-          fetch-depth: 1
-          # Important that token is a PAT so that CI checks are triggered again.
-          # Without this we would be forever waiting on required checks to pass.
-          token: ${{ secrets.GH_PAT_APPROVINGTON_OCTAVIA }}
-
-      - name: Append comment with job run link
-        # If comment-id is not provided, this will create a new
-        # comment with the job run link.
-        id: first-comment-action
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          comment-id: ${{ github.event.inputs.comment-id }}
-          issue-number: ${{ github.event.inputs.pr }}
-          body: |
-
-            > **Progressive Rollout Version Bump Started**
-            >
-            > This will bump the connector version with an RC suffix and enable progressive rollout.
-            > [Check job output.][1]
-
-            [1]: ${{ steps.job-vars.outputs.run-url }}
-
-      - name: Log changelog source
-        run: |
-          if [ -n "${{ github.event.inputs.changelog }}" ]; then
-            echo "Using user-provided changelog: ${{ github.event.inputs.changelog }}"
-          else
-            echo "Using PR title as changelog: ${{ steps.job-vars.outputs.pr_title }}"
-          fi
-
-      - name: Run airbyte-ci connectors --modified bump-version with --rc flag
-        uses: ./.github/actions/run-airbyte-ci
-        continue-on-error: true
-        with:
-          context: "manual"
-          gcs_credentials: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          github_token: ${{ secrets.GH_PAT_APPROVINGTON_OCTAVIA }}
-          git_repo_url: https://github.com/${{ steps.job-vars.outputs.repo }}.git
-          subcommand: |
-            connectors --modified bump-version \
-              ${{ github.event.inputs.type }} \
-              "${{ github.event.inputs.changelog != '' && github.event.inputs.changelog || steps.job-vars.outputs.pr_title }}" \
-              --pr-number ${{ github.event.inputs.pr }} \
-              --rc
-
-      # This is helpful in the case that we change a previously committed generated file to be ignored by git.
-      - name: Remove any files that have been gitignored
-        run: git ls-files -i -c --exclude-from=.gitignore | xargs -r git rm --cached
-
-      # Check for changes in git
-      - name: Check for changes
-        id: git-diff
-        run: |
-          git diff --quiet && echo "No changes to commit" || echo "changes=true" >> $GITHUB_OUTPUT
-        shell: bash
-
-      # Commit changes (if any)
-      - name: Commit changes
-        id: commit-step
-        if: steps.git-diff.outputs.changes == 'true'
-        run: |
-          git config --global user.name "Octavia Squidington III"
-          git config --global user.email "octavia-squidington-iii@users.noreply.github.com"
-          git add .
-          git commit -m "chore: bump-version for progressive rollout"
-          echo "sha=$(git rev-parse HEAD)" >> $GITHUB_OUTPUT
-
-      - name: Push changes to '(${{ steps.job-vars.outputs.repo }})'
-        if: steps.git-diff.outputs.changes == 'true'
-        run: |
-          git remote add contributor https://github.com/${{ steps.job-vars.outputs.repo }}.git
-          git push contributor HEAD:'${{ steps.job-vars.outputs.branch }}'
-
-      - name: Append success comment
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        if: steps.git-diff.outputs.changes == 'true'
-        with:
-          comment-id: ${{ steps.first-comment-action.outputs.comment-id }}
-          reactions: hooray
-          body: |
-            > **Progressive Rollout Version Bump: SUCCESS**
-            >
-            > The connector version has been bumped with an RC suffix (e.g., `X.Y.Z-rc.1`).
-            > Changes applied successfully. (${{ steps.commit-step.outputs.sha }})
-            >
-            > **Next steps:**
-            > 1. Merge this PR to publish the RC version
-            > 2. Monitor the progressive rollout in production
-            > 3. When ready to promote, use the `finalize_rollout` workflow with `action=promote`
-            > 4. If issues arise, use `action=rollback` instead
-
-      - name: Append success comment (no-op)
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        if: steps.git-diff.outputs.changes != 'true'
-        with:
-          comment-id: ${{ steps.first-comment-action.outputs.comment-id }}
-          reactions: "-1"
-          body: |
-            > Job completed successfully (no changes detected).
-            >
-            > This might happen if:
-            > - The connector already has an RC version
-            > - No modified connectors were detected in this PR
-
-      - name: Append failure comment
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        if: failure()
-        with:
-          comment-id: ${{ steps.first-comment-action.outputs.comment-id }}
-          reactions: confused
-          body: |
-            > Job failed. Check the [workflow logs](${{ steps.job-vars.outputs.run-url }}) for details.
+    # Delegate to the bump-version workflow with type=rc.
+    uses: ./.github/workflows/bump-version-command.yml
+    with:
+      pr: ${{ github.event.inputs.pr }}
+      comment-id: ${{ github.event.inputs.comment-id }}
+      type: "rc"
+      changelog: ${{ github.event.inputs.changelog }}
+    secrets:
+      GH_PAT_APPROVINGTON_OCTAVIA: ${{ secrets.GH_PAT_APPROVINGTON_OCTAVIA }}
diff --git a/.github/workflows/bump-version-command.yml b/.github/workflows/bump-version-command.yml
index 011cbddf6080..9d0277c86893 100644
--- a/.github/workflows/bump-version-command.yml
+++ b/.github/workflows/bump-version-command.yml
@@ -1,6 +1,30 @@
 name: Bump versions for connectors in a PR
 
 on:
+  workflow_call:
+    inputs:
+      pr:
+        description: "Pull request number. This PR will be referenced in the changelog line."
+        type: string
+        required: false
+      comment-id:
+        description: "Optional. The comment-id of the slash command. Used to update the comment with the status."
+        type: string
+        required: false
+      type:
+        description: "The type of bump to perform. One of 'major', 'minor', or 'patch'."
+        type: string
+        required: false
+        default: "patch"
+      changelog:
+        description: "Optional. The comment to add to the changelog. If not provided, the PR title will be used."
+        type: string
+        required: false
+        default: ""
+    secrets:
+      GH_PAT_APPROVINGTON_OCTAVIA:
+        required: true
+
   workflow_dispatch:
     inputs:
       pr:
@@ -32,9 +56,14 @@ on:
         description: "Ref (Ignored)"
         required: false
 
-run-name: "Bump connector versions in PR: #${{ github.event.inputs.pr }}"
+permissions:
+  contents: read
+  issues: write
+  pull-requests: write
+
+run-name: "Bump connector versions in PR: #${{ inputs.pr }}"
 concurrency:
-  group: ${{ github.workflow }}-${{ github.event.inputs.pr }}
+  group: ${{ github.workflow }}-${{ inputs.pr }}
   # Cancel any previous runs on the same branch if they are still in progress
   cancel-in-progress: true
 
@@ -47,9 +76,10 @@ jobs:
         id: job-vars
         env:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          PR_NUMBER: ${{ inputs.pr }}
         shell: bash
         run: |
-          PR_JSON=$(gh api repos/${{ github.repository }}/pulls/${{ github.event.inputs.pr }})
+          PR_JSON=$(gh api "repos/${{ github.repository }}/pulls/$PR_NUMBER")
           echo "repo=$(echo "$PR_JSON" | jq -r .head.repo.full_name)" >> $GITHUB_OUTPUT
           echo "branch=$(echo "$PR_JSON" | jq -r .head.ref)" >> $GITHUB_OUTPUT
           echo "pr_title=$(echo "$PR_JSON" | jq -r .title)" >> $GITHUB_OUTPUT
@@ -60,7 +90,7 @@ jobs:
       # forks if the user installs the app into their fork. Until we document this as a clear
       # path, we will have to keep using the PAT.
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ steps.job-vars.outputs.repo }}
           ref: ${{ steps.job-vars.outputs.branch }}
@@ -75,36 +105,76 @@ jobs:
         id: first-comment-action
         uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
         with:
-          comment-id: ${{ github.event.inputs.comment-id }}
-          issue-number: ${{ github.event.inputs.pr }}
+          comment-id: ${{ inputs.comment-id }}
+          issue-number: ${{ inputs.pr }}
           body: |
 
             > Bump Version job started... [Check job output.][1]
 
             [1]: ${{ steps.job-vars.outputs.run-url }}
 
-      - name: Log changelog source
+      - name: Install uv
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
+
+      - name: Install airbyte-ops CLI
+        run: uv tool install airbyte-internal-ops
+
+      - name: Detect modified connectors
+        id: detect-connectors
+        env:
+          PR_NUMBER: ${{ inputs.pr }}
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          if [ -n "${{ github.event.inputs.changelog }}" ]; then
-            echo "Using user-provided changelog: ${{ github.event.inputs.changelog }}"
+          CONNECTORS=$(
+            airbyte-ops local connector list \
+              --repo-path "$GITHUB_WORKSPACE" \
+              --modified-only \
+              --pr "$PR_NUMBER" \
+              --gh-token "$GH_TOKEN" \
+              --output-format lines
+          )
+
+          if [ -z "$CONNECTORS" ]; then
+            echo "No modified connectors found in PR #$PR_NUMBER."
           else
-            echo "Using PR title as changelog: ${{ steps.job-vars.outputs.pr_title }}"
+            echo "Modified connectors:"
+            echo "$CONNECTORS"
           fi
 
-      - name: Run airbyte-ci connectors --modified bump-version
-        uses: ./.github/actions/run-airbyte-ci
-        continue-on-error: true
-        with:
-          context: "manual"
-          gcs_credentials: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          github_token: ${{ secrets.GH_PAT_MAINTENANCE_OCTAVIA }}
-          git_repo_url: https://github.com/${{ steps.job-vars.outputs.repo }}.git
-          subcommand: |
-            connectors --modified bump-version \
-              ${{ github.event.inputs.type }} \
-              "${{ github.event.inputs.changelog != '' && github.event.inputs.changelog || steps.job-vars.outputs.pr_title }}" \
-              --pr-number ${{ github.event.inputs.pr }}
+          # Pass the connector list to the next step via GITHUB_OUTPUT.
+          # Only set the multiline output when CONNECTORS is non-empty so that
+          # the downstream `if:` reliably evaluates to false for empty lists.
+          if [ -n "$CONNECTORS" ]; then
+            EOF=$(dd if=/dev/urandom bs=15 count=1 status=none | base64)
+            echo "connectors<<$EOF" >> $GITHUB_OUTPUT
+            echo "$CONNECTORS" >> $GITHUB_OUTPUT
+            echo "$EOF" >> $GITHUB_OUTPUT
+          fi
+
+      - name: Bump versions for modified connectors
+        if: steps.detect-connectors.outputs.connectors != ''
+        env:
+          BUMP_TYPE: ${{ inputs.type }}
+          CHANGELOG_MSG: ${{ inputs.changelog }}
+          PR_TITLE: ${{ steps.job-vars.outputs.pr_title }}
+          PR_NUMBER: ${{ inputs.pr }}
+          CONNECTORS: ${{ steps.detect-connectors.outputs.connectors }}
+        run: |
+          MSG="${CHANGELOG_MSG:-$PR_TITLE}"
+          echo "Changelog message: $MSG"
+          echo "Bump type: $BUMP_TYPE"
+          echo ""
+
+          echo "$CONNECTORS" | while IFS= read -r connector; do
+            [ -z "$connector" ] && continue
+            echo "--- Bumping version for $connector ---"
+            airbyte-ops local connector bump-version \
+              --name "$connector" \
+              --repo-path "$GITHUB_WORKSPACE" \
+              --bump-type "$BUMP_TYPE" \
+              --changelog-message "$MSG" \
+              --pr-number "$PR_NUMBER"
+          done
 
       # This is helpful in the case that we change a previously committed generated file to be ignored by git.
       - name: Remove any files that have been gitignored
@@ -121,11 +191,13 @@ jobs:
       - name: Commit changes
         id: commit-step
         if: steps.git-diff.outputs.changes == 'true'
+        env:
+          BUMP_TYPE: ${{ inputs.type }}
         run: |
           git config --global user.name "Octavia Squidington III"
           git config --global user.email "octavia-squidington-iii@users.noreply.github.com"
           git add .
-          git commit -m "chore: bump-version ${{ github.event.inputs.bump-type }}"
+          git commit -m "chore: bump-version $BUMP_TYPE"
           echo "sha=$(git rev-parse HEAD)" >> $GITHUB_OUTPUT
 
       - name: Push changes to '(${{ steps.job-vars.outputs.repo }})'
diff --git a/.github/workflows/cdk-destination-connector-compatibility-test.yml b/.github/workflows/cdk-destination-connector-compatibility-test.yml
index 7ffe59065625..481c22b1f6fb 100644
--- a/.github/workflows/cdk-destination-connector-compatibility-test.yml
+++ b/.github/workflows/cdk-destination-connector-compatibility-test.yml
@@ -17,7 +17,7 @@ jobs:
       connectors-matrix: ${{ steps.generate-matrix.outputs.connectors_matrix }}
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           submodules: true # Needed for when airbyte-enterprise calls this workflow
 
@@ -47,25 +47,25 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: matrix.connector
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           submodules: true # Needed for airbyte-enterprise connectors (no-op otherwise)
 
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         if: matrix.connector
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         if: matrix.connector
         with:
           gradle-version: "8.14"
 
       - name: Install the latest version of uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Poe
         if: matrix.connector
@@ -117,7 +117,7 @@ jobs:
 
       - name: Authenticate as GitHub App
         if: always() && steps.check-move-notify.outputs.should-notify == 'true'
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v2
         id: app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/cdk-source-connector-compatibility-test.yml b/.github/workflows/cdk-source-connector-compatibility-test.yml
index 92e216316d57..215cb02a6283 100644
--- a/.github/workflows/cdk-source-connector-compatibility-test.yml
+++ b/.github/workflows/cdk-source-connector-compatibility-test.yml
@@ -17,7 +17,7 @@ jobs:
       connectors-matrix: ${{ steps.generate-matrix.outputs.connectors_matrix }}
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           submodules: true # Needed for when airbyte-enterprise calls this workflow
 
@@ -47,25 +47,25 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: matrix.connector
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           submodules: true # Needed for airbyte-enterprise connectors (no-op otherwise)
 
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         if: matrix.connector
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         if: matrix.connector
         with:
           gradle-version: "8.14"
 
       - name: Install the latest version of uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Poe
         if: matrix.connector
diff --git a/.github/workflows/changelog_update_check.yml b/.github/workflows/changelog_update_check.yml
index f80dddd3f9ce..f16149d141ba 100644
--- a/.github/workflows/changelog_update_check.yml
+++ b/.github/workflows/changelog_update_check.yml
@@ -11,7 +11,7 @@ jobs:
     steps:
       - name: CDK Changes
         id: cdk-changes
-        uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36 #v3.0.2
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d #v4.0.1
         with:
           filters: |
             base_version:
diff --git a/.github/workflows/community-pr-permissions-check.yml b/.github/workflows/community-pr-permissions-check.yml
index 7f424f839a36..eb462c4664ca 100644
--- a/.github/workflows/community-pr-permissions-check.yml
+++ b/.github/workflows/community-pr-permissions-check.yml
@@ -21,7 +21,7 @@ jobs:
     if: github.event.pull_request.head.repo.fork == true
     steps:
       - name: Checkout Repo
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: master
           repository: airbytehq/airbyte
diff --git a/.github/workflows/connector-ci-checks.yml b/.github/workflows/connector-ci-checks.yml
index fa528fa7810d..e14404f293f8 100644
--- a/.github/workflows/connector-ci-checks.yml
+++ b/.github/workflows/connector-ci-checks.yml
@@ -50,7 +50,7 @@ jobs:
     steps:
       - name: Checkout Current Branch
         id: checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref || github.ref_name }}
@@ -78,7 +78,7 @@ jobs:
           git fetch --quiet upstream master
 
       - id: cdk-changes
-        uses: dorny/paths-filter@4512585405083f25c027a35db413c2b3b9006d50 # v2.11.1
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
         with:
           # Note: expressions within a filter are OR'ed
           filters: |
@@ -139,7 +139,7 @@ jobs:
       - name: Checkout Airbyte
         if: matrix.connector
         id: checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref || github.ref_name }}
@@ -147,7 +147,7 @@ jobs:
           fetch-depth: 1
 
       # Java deps
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         if: matrix.connector
         with:
           distribution: zulu
@@ -156,7 +156,7 @@ jobs:
 
       # The default behaviour is read-only on PR branches and read/write on master.
       # See https://github.com/gradle/actions/blob/main/docs/setup-gradle.md#using-the-cache-read-only.
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         if: matrix.connector
         with:
           gradle-version: "8.14"
@@ -164,7 +164,7 @@ jobs:
       # TODO: We can delete this step once Airbyte-CI is removed from Java integration tests.
       - name: Set up Python (For Airbyte-CI)
         if: matrix.connector
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.11"
           check-latest: true
@@ -172,7 +172,7 @@ jobs:
 
       - name: Install the latest version of uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Poe
         if: matrix.connector
@@ -230,7 +230,7 @@ jobs:
       - name: Checkout Airbyte
         if: matrix.connector
         id: checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref || github.ref_name }}
@@ -240,7 +240,7 @@ jobs:
       # Python deps
       - name: Set up Python
         if: matrix.connector
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.11"
           check-latest: true
@@ -254,7 +254,7 @@ jobs:
 
       - name: Install the latest version of uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install system dependencies
         if: matrix.connector
@@ -331,7 +331,7 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: matrix.connector
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref || github.ref_name }}
@@ -339,14 +339,14 @@ jobs:
           fetch-depth: 1
 
       # Java deps
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         if: matrix.connector
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         if: matrix.connector
         with:
           cache-read-only: false
@@ -356,7 +356,7 @@ jobs:
       # Python deps
       - name: Set up Python
         if: matrix.connector
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.11"
           check-latest: true
@@ -369,7 +369,7 @@ jobs:
 
       - name: Install the latest version of uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install system dependencies
         if: matrix.connector
@@ -422,7 +422,7 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: matrix.connector
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref || github.ref_name }}
@@ -430,7 +430,7 @@ jobs:
           fetch-depth: 0
       - name: Install uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Poe
         if: matrix.connector
@@ -479,7 +479,7 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: matrix.connector
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref || github.ref_name }}
@@ -488,18 +488,18 @@ jobs:
 
       - name: Install uv
         if: matrix.connector
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       # Java deps (needed for JVM connector Docker image builds via Gradle)
       # TODO: Consider making this conditional on connector language to skip for non-JVM connectors.
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         if: matrix.connector
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         if: matrix.connector
         with:
           gradle-version: "8.14"
@@ -586,7 +586,7 @@ jobs:
       # be available, so the following steps will be a no-op.
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@d72941d797fd3113feb6b93fd0dec494b13a2547 # v1.12.0
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         if: always() && !cancelled()
         continue-on-error: true
@@ -598,7 +598,7 @@ jobs:
         if: >
           always() && !cancelled() &&
           steps.get-app-token.outcome == 'success'
-        uses: LouisBrunner/checks-action@6b626ffbad7cc56fd58627f774b9067e6118af23 # v2.0.0
+        uses: LouisBrunner/checks-action@dfcbcf801bff1ea7f1414824fc28f2cd697b35da # v3.0.0
         with:
           name: "Connector CI Checks Summary" # << Name of the 'Required' check
           sha: ${{ needs.generate-matrix.outputs.commit-sha }}
diff --git a/.github/workflows/connector-image-build.yml b/.github/workflows/connector-image-build.yml
index 5c6b613d18d7..a9f8d9cb102a 100644
--- a/.github/workflows/connector-image-build.yml
+++ b/.github/workflows/connector-image-build.yml
@@ -42,14 +42,14 @@ jobs:
       url: https://ghcr.io/airbytehq/${{ inputs.connector }}
     steps:
       - name: Checkout Current Branch
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.event.pull_request.head.repo.full_name }}
           ref: ${{ inputs.gitref || github.head_ref }}
           fetch-depth: 1
 
       - name: Install the latest version of uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Poe
         run: |
@@ -74,14 +74,14 @@ jobs:
           echo "image-build-num-tag=${IMAGE_PR_NUM_TAG}-build${{ github.run_number }}" | tee -a $GITHUB_OUTPUT
 
       # Java deps
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         if: ${{ steps.vars.outputs.connector-language == 'java' }}
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         if: ${{ steps.vars.outputs.connector-language == 'java' }}
         with:
           cache-read-only: false
@@ -95,7 +95,7 @@ jobs:
           ./gradlew :airbyte-integrations:connectors:${{ inputs.connector }}:distTar
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
diff --git a/.github/workflows/connectors-cdk-version-check.yml b/.github/workflows/connectors-cdk-version-check.yml
index 2ce090236c8f..cc9a80ef1ab4 100644
--- a/.github/workflows/connectors-cdk-version-check.yml
+++ b/.github/workflows/connectors-cdk-version-check.yml
@@ -12,7 +12,7 @@ jobs:
     steps:
       - name: Detect Connector CDK Version Changes
         id: connector-cdk-version-changes
-        uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36 #v3.0.2
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d #v4.0.1
         with:
           filters: |
             cdk-version:
@@ -27,18 +27,18 @@ jobs:
     if: needs.detect-changes.outputs.changed == 'true'
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 #v5.0.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           submodules: true # Needed for airbyte-enterprise connectors (no-op otherwise)
 
       - name: Setup Java
-        uses: actions/setup-java@dded0888837ed1f317902acf8a20df0ad188d165 #v5.0.0
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Setup Gradle
-        uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 #v4.4.4
+        uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         with:
           gradle-version: "8.14"
 
diff --git a/.github/workflows/connectors-up-to-date.yml b/.github/workflows/connectors-up-to-date.yml
new file mode 100644
index 000000000000..8300dbf0849d
--- /dev/null
+++ b/.github/workflows/connectors-up-to-date.yml
@@ -0,0 +1,370 @@
+name: Connectors up-to-date
+concurrency:
+  group: ${{ github.workflow }}
+  cancel-in-progress: false
+
+on:
+  schedule:
+    # Runs every Tuesday at 03:00 UTC (8 PM Pacific Monday evening)
+    - cron: "0 3 * * 2"
+  workflow_dispatch:
+    inputs:
+      connectors-options:
+        description: >-
+          Override: pass these flags directly to `airbyte-ops local connector list`
+          instead of the default source/destination selection.
+          Examples: `--connectors-filter=source-github` (one connector),
+          `--connectors-filter=source-github,source-stripe` (multiple by name),
+          `--certified-only --connector-type=destination` (custom query).
+        default: ""
+jobs:
+  generate_matrix:
+    name: Generate matrix
+    runs-on: ubuntu-24.04
+    outputs:
+      generated_matrix: ${{ steps.generate_matrix.outputs.generated_matrix }}
+    steps:
+      - name: Checkout Airbyte
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
+
+      - name: Install airbyte-ops CLI
+        run: uv tool install airbyte-internal-ops
+
+      # --- Connector selection ---
+      # When connectors-options is provided, use it directly as an override.
+      # Otherwise, use the three-call pattern: sources (all support levels) +
+      # destinations (certified only), then combine.
+
+      # Override path: use connectors-options as-is
+      - name: "[override] List connectors from manual input"
+        id: list-override
+        if: github.event.inputs.connectors-options != ''
+        env:
+          CONNECTOR_OPTIONS: ${{ github.event.inputs.connectors-options }}
+        run: |
+          MATRIX=$(
+            airbyte-ops local connector list \
+              --repo-path "$GITHUB_WORKSPACE" \
+              $CONNECTOR_OPTIONS \
+              --output-format=json-gh-matrix
+          )
+          echo "Matrix: $MATRIX"
+          # Use heredoc delimiter for multiline JSON
+          echo "generated_matrix<<MATRIX_EOF" >> $GITHUB_OUTPUT
+          echo "$MATRIX" >> $GITHUB_OUTPUT
+          echo "MATRIX_EOF" >> $GITHUB_OUTPUT
+
+      # Default path — Call 1: Sources (all support levels)
+      - name: List source connectors
+        id: list-sources
+        if: github.event.inputs.connectors-options == '' || github.event_name == 'schedule'
+        run: |
+          SOURCES=$(
+            airbyte-ops local connector list \
+              --repo-path "$GITHUB_WORKSPACE" \
+              --connector-type=source \
+              --language python --language low-code --language manifest-only \
+              --exclude-connectors=source-declarative-manifest \
+              --output-format=csv
+          )
+          echo "Sources: $SOURCES"
+          echo "sources=$SOURCES" | tee -a $GITHUB_OUTPUT
+
+      # Default path — Call 2: Destinations (certified only)
+      - name: List destination connectors
+        id: list-destinations
+        if: github.event.inputs.connectors-options == '' || github.event_name == 'schedule'
+        run: |
+          DESTINATIONS=$(
+            airbyte-ops local connector list \
+              --repo-path "$GITHUB_WORKSPACE" \
+              --connector-type=destination \
+              --certified-only \
+              --language python --language low-code --language manifest-only \
+              --output-format=csv
+          )
+          echo "Destinations: $DESTINATIONS"
+          echo "destinations=$DESTINATIONS" | tee -a $GITHUB_OUTPUT
+
+      # Default path — Call 3: Combine both sets into GH Actions matrix
+      - name: Generate matrix from source + destination lists
+        id: list-default
+        if: github.event.inputs.connectors-options == '' || github.event_name == 'schedule'
+        run: |
+          MATRIX=$(
+            airbyte-ops local connector list \
+              --repo-path "$GITHUB_WORKSPACE" \
+              --connectors-filter="${{ steps.list-sources.outputs.sources }},${{ steps.list-destinations.outputs.destinations }}" \
+              --output-format=json-gh-matrix
+          )
+          echo "Matrix: $MATRIX"
+          # Use heredoc delimiter for multiline JSON
+          echo "generated_matrix<<MATRIX_EOF" >> $GITHUB_OUTPUT
+          echo "$MATRIX" >> $GITHUB_OUTPUT
+          echo "MATRIX_EOF" >> $GITHUB_OUTPUT
+
+      # Merge: pick whichever path ran, and validate non-empty
+      - name: Set final matrix output
+        id: generate_matrix
+        env:
+          OVERRIDE_MATRIX: ${{ steps.list-override.outputs.generated_matrix }}
+          DEFAULT_MATRIX: ${{ steps.list-default.outputs.generated_matrix }}
+        run: |
+          FINAL_MATRIX="${OVERRIDE_MATRIX:-$DEFAULT_MATRIX}"
+          if [ -z "$FINAL_MATRIX" ]; then
+            echo "::error::Matrix generation produced empty output. Check CLI commands above for errors."
+            exit 1
+          fi
+          echo "Final matrix: $FINAL_MATRIX"
+          # Use heredoc delimiter for multiline JSON
+          echo "generated_matrix<<MATRIX_EOF" >> $GITHUB_OUTPUT
+          echo "$FINAL_MATRIX" >> $GITHUB_OUTPUT
+          echo "MATRIX_EOF" >> $GITHUB_OUTPUT
+
+  run_connectors_up_to_date:
+    needs: generate_matrix
+    name: Connectors up-to-date (${{ matrix.connector }})
+    runs-on: connector-up-to-date-medium
+    continue-on-error: true
+    strategy:
+      matrix: ${{ fromJson(needs.generate_matrix.outputs.generated_matrix) }}
+    permissions:
+      pull-requests: write
+      contents: write
+    env:
+      CONNECTOR_NAME: ${{ matrix.connector }}
+      CONNECTOR_DIR: ${{ matrix.connector_dir }}
+      CONNECTOR_LANGUAGE: ${{ matrix.connector_language }}
+    steps:
+      - name: Set today's date
+        run: echo "TODAY=$(date -u +%Y-%m-%d)" >> "$GITHUB_ENV"
+
+      - name: Authenticate as 'octavia-bot-hoard' GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-app-token
+        with:
+          owner: "airbytehq"
+          repositories: ${{ inputs.repo || github.event.repository.name }}
+          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
+
+      # Checkout with the App token so git push authenticates as the
+      # GitHub App. Pushes made with GITHUB_TOKEN do not trigger
+      # pull_request workflows; pushes made with a GitHub App token do.
+      - name: Checkout Airbyte
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          token: ${{ steps.get-app-token.outputs.token }}
+
+      - name: Get GitHub App User ID
+        id: get-user-id
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+        run: echo "user-id=$(gh api "/users/${{ steps.get-app-token.outputs.app-slug }}[bot]" --jq .id)" >> "$GITHUB_OUTPUT"
+
+      - name: Configure git author
+        run: |
+          git config --global user.name '${{ steps.get-app-token.outputs.app-slug }}[bot]'
+          git config --global user.email '${{ steps.get-user-id.outputs.user-id }}+${{ steps.get-app-token.outputs.app-slug }}[bot]@users.noreply.github.com'
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
+
+      - name: Install airbyte-ops CLI
+        run: uv tool install airbyte-internal-ops
+
+      - name: Docker login
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
+        with:
+          username: ${{ secrets.DOCKER_HUB_USERNAME }}
+          password: ${{ secrets.DOCKER_HUB_PASSWORD }}
+
+      # --- Step 1: Set up Python + Poetry ---
+      # bump-deps runs `poetry update --lock` internally, so Poetry must be available.
+      - name: Set up Python
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        with:
+          python-version: "3.11"
+
+      - name: Install and configure Poetry
+        uses: snok/install-poetry@76e04a911780d5b312d89783f7b1cd627778900a # v1.4.1
+        with:
+          version: 2.3.3
+
+      # --- Step 2: Bump dependencies (CDK + external) ---
+      - name: Bump dependencies
+        id: bump-deps
+        run: |
+          BUMP_DEPS_OUTPUT=$(
+            airbyte-ops local connector bump-deps \
+              --name "$CONNECTOR_NAME" \
+              --repo-path "$GITHUB_WORKSPACE"
+          )
+          echo "$BUMP_DEPS_OUTPUT"
+          DEPS_UPDATED=$(echo "$BUMP_DEPS_OUTPUT" | jq -r '.updated')
+          echo "updated=$DEPS_UPDATED" | tee -a $GITHUB_OUTPUT
+          OUTDATED_PKGS=$(echo "$BUMP_DEPS_OUTPUT" | jq -r '(.outdated_packages // []) | join(", ")')
+          echo "outdated_packages=$OUTDATED_PKGS" | tee -a $GITHUB_OUTPUT
+
+      # --- Step 3: Update base image ---
+      - name: Update base image in metadata.yaml
+        id: bump-base-image
+        run: |
+          BUMP_IMAGE_OUTPUT=$(
+            airbyte-ops local connector bump-base-image \
+              --name "$CONNECTOR_NAME" \
+              --repo-path "$GITHUB_WORKSPACE"
+          )
+          echo "$BUMP_IMAGE_OUTPUT"
+          IMAGE_UPDATED=$(echo "$BUMP_IMAGE_OUTPUT" | jq -r '.updated')
+          echo "updated=$IMAGE_UPDATED" | tee -a $GITHUB_OUTPUT
+
+      # --- Step 4: Check for changes ---
+      # Use structured output from CLI commands instead of git diff to avoid
+      # false positives from Poetry lock file reformatting across versions.
+      - name: Check for changes
+        id: check-changes
+        env:
+          DEPS_UPDATED: ${{ steps.bump-deps.outputs.updated }}
+          IMAGE_UPDATED: ${{ steps.bump-base-image.outputs.updated }}
+        run: |
+          echo "bump-deps updated: $DEPS_UPDATED"
+          echo "bump-base-image updated: $IMAGE_UPDATED"
+          if [ "$DEPS_UPDATED" = "true" ] || [ "$IMAGE_UPDATED" = "true" ]; then
+            echo "has_changes=true" >> $GITHUB_OUTPUT
+            echo "Changes detected for $CONNECTOR_NAME"
+            git diff --stat
+          else
+            echo "has_changes=false" >> $GITHUB_OUTPUT
+            echo "No changes detected for $CONNECTOR_NAME (CLI reports no updates)"
+          fi
+
+      # --- Step 5: Create or update PR ---
+      # peter-evans/create-pull-request detects working-tree changes, commits them,
+      # and creates (or updates) a draft PR. We submit it as a draft so we can push
+      # a follow-up changelog commit before marking it ready for review.
+      - name: Create or update PR
+        id: create-pr
+        if: steps.check-changes.outputs.has_changes == 'true'
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        with:
+          token: ${{ steps.get-app-token.outputs.token }}
+          commit-message: "deps(${{ env.CONNECTOR_NAME }}): update dependencies [skip ci]"
+          branch: "up-to-date/${{ env.CONNECTOR_NAME }}"
+          delete-branch: true
+          title: "deps(${{ env.CONNECTOR_NAME }}): 🐙 update dependencies [${{ env.TODAY }}]"
+          body: |
+            Updates dependencies for `${{ env.CONNECTOR_NAME }}`.
+
+            **Updated packages:** ${{ steps.bump-deps.outputs.outdated_packages || 'N/A' }}
+
+            🤖 Generated by [automated workflow](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}).
+          labels: |
+            area/connectors
+            auto-merge
+          draft: true
+
+      # --- Step 6: Check out PR branch ---
+      # peter-evans/create-pull-request commits dependency changes to the PR branch
+      # but leaves the working tree dirty on master. We must reset and switch to the
+      # PR branch before running the version bump (which needs the PR number).
+      - name: Check out PR branch
+        if: steps.check-changes.outputs.has_changes == 'true'
+        env:
+          PR_BRANCH: ${{ steps.create-pr.outputs.pull-request-branch }}
+        run: |
+          git checkout -- .
+          git fetch --depth=1 origin "$PR_BRANCH"
+          git checkout "$PR_BRANCH"
+
+      # --- Step 7: Bump version + changelog (needs PR number) ---
+      # This runs after PR creation so we can reference the PR number in the changelog.
+      - name: Bump connector version (patch) with changelog
+        if: steps.check-changes.outputs.has_changes == 'true'
+        env:
+          PR_NUMBER: ${{ steps.create-pr.outputs.pull-request-number }}
+        run: |
+          airbyte-ops local connector bump-version \
+            --name "$CONNECTOR_NAME" \
+            --repo-path "$GITHUB_WORKSPACE" \
+            --bump-type patch \
+            --changelog-message "Update dependencies" \
+            --pr-number "$PR_NUMBER"
+
+      # --- Step 8: Mark PR ready for review ---
+      # Mark ready BEFORE pushing the changelog commit so that the push
+      # triggers pull_request/synchronize CI workflows (drafts skip most CI).
+      - name: Mark PR as ready for review
+        if: steps.check-changes.outputs.has_changes == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ steps.create-pr.outputs.pull-request-number }}
+        run: gh pr ready "$PR_NUMBER"
+
+      # --- Step 9: Push changelog commit to the PR branch ---
+      # bump-version modifies files in both the connector dir and the
+      # docs changelog (docs/integrations/…), so we stage everything.
+      - name: Push changelog commit to PR branch
+        if: steps.check-changes.outputs.has_changes == 'true'
+        env:
+          PR_BRANCH: ${{ steps.create-pr.outputs.pull-request-branch }}
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+        run: |
+          git add "$CONNECTOR_DIR" docs/
+          git diff --cached --stat
+          git commit -m "deps($CONNECTOR_NAME): bump version and update changelog"
+          git push origin "$PR_BRANCH"
+
+      # --- Step 10: Enable auto-merge ---
+      - name: Enable auto-merge on PR
+        if: steps.check-changes.outputs.has_changes == 'true'
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+          PR_NUMBER: ${{ steps.create-pr.outputs.pull-request-number }}
+        run: gh pr merge "$PR_NUMBER" --squash --auto
+
+      # --- Step 11: Apply bot approval ---
+      # Use a different bot identity (admin) to approve, because the hoard bot
+      # that created the PR cannot approve its own PRs.
+      - name: Authenticate as 'octavia-bot-admin' GitHub App
+        if: steps.check-changes.outputs.has_changes == 'true'
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-admin-token
+        with:
+          owner: "airbytehq"
+          repositories: ${{ inputs.repo || github.event.repository.name }}
+          app-id: ${{ secrets.OCTAVIA_BOT_ADMIN_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_ADMIN_PRIVATE_KEY }}
+
+      - name: Apply bot approval
+        if: steps.check-changes.outputs.has_changes == 'true'
+        continue-on-error: true
+        env:
+          GH_TOKEN: ${{ steps.get-admin-token.outputs.token }}
+          PR_NUMBER: ${{ steps.create-pr.outputs.pull-request-number }}
+        run: gh pr review "$PR_NUMBER" --approve --body "Auto-approved by connectors up-to-date workflow."
+
+      # --- Step 12: Write job summary ---
+      - name: Write step summary
+        if: always()
+        env:
+          PR_URL: ${{ steps.create-pr.outputs.pull-request-url }}
+          PR_NUMBER: ${{ steps.create-pr.outputs.pull-request-number }}
+          HAS_CHANGES: ${{ steps.check-changes.outputs.has_changes }}
+          DEPS_UPDATED: ${{ steps.bump-deps.outputs.updated }}
+          IMAGE_UPDATED: ${{ steps.bump-base-image.outputs.updated }}
+          OUTDATED_PKGS: ${{ steps.bump-deps.outputs.outdated_packages }}
+        run: |
+          if [ "$HAS_CHANGES" = "true" ] && [ -n "$PR_URL" ]; then
+            echo "### ✅ \`$CONNECTOR_NAME\` — PR created" >> $GITHUB_STEP_SUMMARY
+            echo "- **PR:** [#${PR_NUMBER}](${PR_URL})" >> $GITHUB_STEP_SUMMARY
+            [ "$DEPS_UPDATED" = "true" ] && echo "- Dependencies updated: $OUTDATED_PKGS" >> $GITHUB_STEP_SUMMARY || true
+            [ "$IMAGE_UPDATED" = "true" ] && echo "- Base image updated" >> $GITHUB_STEP_SUMMARY || true
+          elif [ "$HAS_CHANGES" = "true" ]; then
+            echo "### ❌ \`$CONNECTOR_NAME\` — changes detected but PR creation failed" >> $GITHUB_STEP_SUMMARY
+          else
+            echo "### ⏭️ \`$CONNECTOR_NAME\` — no changes (no-op)" >> $GITHUB_STEP_SUMMARY
+          fi
diff --git a/.github/workflows/connectors_insights.yml b/.github/workflows/connectors_insights.yml
deleted file mode 100644
index 2be10c889b10..000000000000
--- a/.github/workflows/connectors_insights.yml
+++ /dev/null
@@ -1,57 +0,0 @@
-name: Connectors Insights
-
-on:
-  schedule:
-    - cron: "0 0,12 * * *" # Run every 12 hours UTC
-  workflow_dispatch:
-    inputs:
-      rewrite:
-        default: false
-jobs:
-  connectors_insights:
-    name: Connectors Insights generation
-    runs-on: connector-nightly-xlarge
-    timeout-minutes: 1440 # 24 hours
-    steps:
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - name: Docker login
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
-        with:
-          username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-      - name: Get Dagger Engine Image
-        uses: ./.github/actions/get-dagger-engine-image
-        with:
-          dagger_engine_image: "registry.dagger.io/engine:v0.9.6"
-      - name: Set up Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
-        with:
-          python-version: "3.11"
-      - name: Install Poetry
-        uses: snok/install-poetry@76e04a911780d5b312d89783f7b1cd627778900a # v1.4.1
-        with:
-          version: 1.8.5
-          virtualenvs-create: true
-          virtualenvs-in-project: true
-          installer-parallel: true
-      - name: Load cached venv
-        id: cached-poetry-dependencies
-        uses: actions/cache@6f8efc29b200d32929f49075959781ed54ec270c # v3.5.0
-        with:
-          path: .venv
-          key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
-      - name: Install dependencies
-        if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true'
-        run: poetry -C airbyte-ci/connectors/connectors_insights install --no-interaction --no-root
-      - name: Install project
-        run: poetry -C airbyte-ci/connectors/connectors_insights install --no-interaction
-      - name: Write Google service account key to file
-        run: echo "$GCP_SA_KEY" > $HOME/gcp-sa-key.json
-        env:
-          GCP_SA_KEY: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-      - name: Set GOOGLE_APPLICATION_CREDENTIALS
-        run: echo "GOOGLE_APPLICATION_CREDENTIALS=$HOME/gcp-sa-key.json" >> $GITHUB_ENV
-      - name: Run connectors insights
-        run: |
-          poetry -C airbyte-ci/connectors/connectors_insights run connectors-insights generate --gcs-uri=gs://prod-airbyte-cloud-connector-metadata-service/connector_insights --connector-directory airbyte-integrations/connectors/ --concurrency 10 ${{ inputs.rewrite == 'true' && '--rewrite' || ''}}
diff --git a/.github/workflows/connectors_up_to_date.yml b/.github/workflows/connectors_up_to_date.yml
deleted file mode 100644
index 29a051c21548..000000000000
--- a/.github/workflows/connectors_up_to_date.yml
+++ /dev/null
@@ -1,83 +0,0 @@
-name: Connectors up-to-date
-concurrency:
-  group: ${{ github.workflow }}
-  cancel-in-progress: false
-
-on:
-  schedule:
-    # Runs every Tuesday at 03:00 UTC (8 PM Pacific Monday evening)
-    - cron: "0 3 * * 2"
-  workflow_dispatch:
-    inputs:
-      connectors-options:
-        description: "Options to pass to the 'airbyte-ci connectors' command group."
-        default: "--language=python --language=low-code --language=manifest-only"
-jobs:
-  generate_matrix:
-    name: Generate matrix
-    runs-on: ubuntu-24.04
-    outputs:
-      generated_matrix: ${{ steps.generate_matrix.outputs.generated_matrix }}
-    steps:
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - name: Run airbyte-ci connectors list [SCHEDULED TRIGGER]
-        if: github.event_name == 'schedule'
-        id: airbyte-ci-connectors-list-scheduled
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "master"
-          subcommand: 'connectors --language=python --language=low-code --language=manifest-only  --metadata-query="\"-rc.\" not in data.dockerImageTag and \"source-declarative-manifest\" not in data.dockerRepository" list --output=selected_connectors.json'
-      - name: Run airbyte-ci connectors list [MANUAL TRIGGER]
-        if: github.event_name == 'workflow_dispatch'
-        id: airbyte-ci-connectors-list-workflow-dispatch
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "master"
-          subcommand: 'connectors ${{ github.event.inputs.connectors-options }} --metadata-query="\"-rc.\" not in data.dockerImageTag and \"source-declarative-manifest\" not in data.dockerRepository" list --output=selected_connectors.json'
-      # We generate a dynamic matrix from the list of selected connectors.
-      # A matrix is required in this situation because the number of connectors is large and running them all in a single job would exceed the maximum job time limit of 6 hours.
-      # We use 25 connectors per job, with hopes they can finish within the 1 hours duration of the GitHub App's
-      # token.
-      - name: Generate matrix - 25 connectors per job
-        id: generate_matrix
-        run: |
-          matrix=$(jq -c -r '{include: [.[] | "--name=" + .] | to_entries | group_by(.key / 25 | floor) | map(map(.value) | {"connector_names": join(" ")})}' selected_connectors.json)
-          echo "generated_matrix=$matrix" >> $GITHUB_OUTPUT
-
-  run_connectors_up_to_date:
-    needs: generate_matrix
-    name: Connectors up-to-date
-    runs-on: connector-up-to-date-medium
-    continue-on-error: true
-    strategy:
-      matrix: ${{fromJson(needs.generate_matrix.outputs.generated_matrix)}}
-    permissions:
-      pull-requests: write
-    steps:
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - name: Authenticate as 'octavia-bot-hoard' GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
-        id: get-app-token
-        with:
-          owner: "airbytehq"
-          repositories: ${{ inputs.repo || github.event.repository.name }}
-          app-id: ${{ secrets.OCTAVIA_BOT_HOARD_APP_ID }}
-          private-key: ${{ secrets.OCTAVIA_BOT_HOARD_PRIVATE_KEY }}
-      # Token is good for 1 hour
-      - name: Run airbyte-ci connectors up-to-date [WORKFLOW]
-        id: airbyte-ci-connectors-up-to-date-workflow-dispatch
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "master"
-          dagger_cloud_token: ${{ secrets.DAGGER_CLOUD_TOKEN_CACHE_3 }}
-          docker_hub_password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-          docker_hub_username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          gcp_gsm_credentials: ${{ secrets.GCP_GSM_CREDENTIALS }}
-          gcs_credentials: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          github_token: ${{ steps.get-app-token.outputs.token }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          s3_build_cache_access_key_id: ${{ secrets.SELF_RUNNER_AWS_ACCESS_KEY_ID }}
-          s3_build_cache_secret_key: ${{ secrets.SELF_RUNNER_AWS_SECRET_ACCESS_KEY }}
-          subcommand: "connectors --concurrency=10 ${{ matrix.connector_names}} up-to-date  --create-prs --auto-merge"
diff --git a/.github/workflows/docker-connector-base-image-tests.yml b/.github/workflows/docker-connector-base-image-tests.yml
index 7ea77d64a124..e71426faf0b9 100644
--- a/.github/workflows/docker-connector-base-image-tests.yml
+++ b/.github/workflows/docker-connector-base-image-tests.yml
@@ -27,10 +27,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - id: changes
-        uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36 # v3.0.2
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
         with:
           filters: |
             java-images:
@@ -57,12 +57,12 @@ jobs:
     if: needs.detect-changes.outputs.java-images == 'true'
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
@@ -104,12 +104,12 @@ jobs:
     if: needs.detect-changes.outputs.python-images == 'true'
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
@@ -159,19 +159,19 @@ jobs:
       url: https://ghcr.io/airbytehq/${{ matrix.connector }}
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
       # Java deps
       - name: Set up Java
-        uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
-      - uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+      - uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
         with:
           cache-read-only: false
           cache-write-only: false
@@ -183,7 +183,7 @@ jobs:
           ./gradlew :airbyte-integrations:connectors:${{ matrix.connector }}:distTar
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
@@ -220,7 +220,7 @@ jobs:
             spec
 
       - name: Setup uv
-        uses: astral-sh/setup-uv@38f3f104447c67c051c4a08e39b64a148898af3a # v4.2.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install CDK CLI
         run: |
@@ -264,10 +264,10 @@ jobs:
       url: https://ghcr.io/airbytehq/${{ matrix.connector }}
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
@@ -304,7 +304,7 @@ jobs:
             spec
 
       - name: Setup uv
-        uses: astral-sh/setup-uv@38f3f104447c67c051c4a08e39b64a148898af3a # v4.2.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install CDK CLI
         run: |
@@ -344,12 +344,12 @@ jobs:
       url: https://ghcr.io/airbytehq/${{ matrix.connector }}
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           registry: ghcr.io
           username: ${{ github.repository_owner }}
@@ -385,7 +385,7 @@ jobs:
             spec
 
       - name: Setup uv
-        uses: astral-sh/setup-uv@38f3f104447c67c051c4a08e39b64a148898af3a # v4.2.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install CDK CLI
         run: |
diff --git a/.github/workflows/docker-connector-image-publishing.yml b/.github/workflows/docker-connector-image-publishing.yml
index 590458a07449..7cea86158bf0 100644
--- a/.github/workflows/docker-connector-image-publishing.yml
+++ b/.github/workflows/docker-connector-image-publishing.yml
@@ -50,19 +50,19 @@ jobs:
       url: https://${{ github.event.inputs.repository-root == 'docker.io/airbyte' && 'hub.docker.com/r/airbyte' || github.event.inputs.repository-root }}/${{ github.event.inputs.connector-type }}-connector-base
     steps:
       - name: Checkout code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
       - name: Log in to DockerHub
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         if: ${{ github.event.inputs.repository-root == 'docker.io/airbyte' }}
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_PASSWORD }}
 
       - name: Log in to GHCR
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         if: ${{ github.event.inputs.repository-root == 'ghcr.io/airbytehq' }}
         with:
           registry: ghcr.io/airbytehq
diff --git a/.github/workflows/docs-build.yml b/.github/workflows/docs-build.yml
index e37d218fce2d..e3d3f09fb682 100644
--- a/.github/workflows/docs-build.yml
+++ b/.github/workflows/docs-build.yml
@@ -15,7 +15,7 @@ jobs:
       # The detection method uses the GitHub REST API.
       - name: Detect Changes
         id: detect-changes
-        uses: dorny/paths-filter@de90cc6fb38fc0963ad72b210f1f284cd68cea36 # v3.0.2
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
         with:
           filters: |
             docs:
@@ -34,7 +34,7 @@ jobs:
     if: needs.detect-changes.outputs.changed == 'true'
     steps:
       - name: Checkout Current Branch
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0
           repository: ${{ github.event.pull_request.head.repo.full_name }}
@@ -67,7 +67,7 @@ jobs:
 
       - name: Install uv
         if: steps.check-skip.outputs.skip-build != 'true'
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Poe
         if: steps.check-skip.outputs.skip-build != 'true'
@@ -95,7 +95,7 @@ jobs:
 
     steps:
       - name: Checkout Current Branch
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
@@ -110,7 +110,7 @@ jobs:
           vercel-args: --archive=tgz
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@df432ceedc7162793a195dd1713ff69aefc7379e # v2.0.6
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -120,7 +120,7 @@ jobs:
 
       # If successful, post a check status with the Preview URL as its "details" link
       - name: Post Custom Check with Preview URL (${{ steps.deploy-vercel.outputs.preview-url }})
-        uses: LouisBrunner/checks-action@6b626ffbad7cc56fd58627f774b9067e6118af23 # v2.0.0
+        uses: LouisBrunner/checks-action@dfcbcf801bff1ea7f1414824fc28f2cd697b35da # v3.0.0
         with:
           name: "Vercel Preview Deployed" # << Name of the check
           status: completed
diff --git a/.github/workflows/enforce-draft-pr-status.yml b/.github/workflows/enforce-draft-pr-status.yml
index ed74e80439cf..fe27e1618bfe 100644
--- a/.github/workflows/enforce-draft-pr-status.yml
+++ b/.github/workflows/enforce-draft-pr-status.yml
@@ -38,7 +38,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/finalize_rollout.yml b/.github/workflows/finalize_rollout.yml
index af72829293fd..e99590b296f5 100644
--- a/.github/workflows/finalize_rollout.yml
+++ b/.github/workflows/finalize_rollout.yml
@@ -1,12 +1,11 @@
-name: Finalize connector rollout
-# This workflow is called by the backend Temporal workflow "finalizeRollout"
-# as a part of its response to calls to `/connector_rollout/manual_finalize`,
-# or in response to automatic fallback/finalization.
+name: Finalize Progressive Rollout
+# Dispatched by the platform's Temporal connector-rollout worker
+# (PromoteOrRollbackActivityImpl) after a promote/rollback decision.
+# After this workflow completes, verifyDefaultVersionActivity polls
+# for up to 3 hours for the GA version to become default, then
+# finalizeRolloutActivity unpins actors.
 #
-# The workflow performs these tasks:
-# 1. Generate an `auto-merge/bypass`-labeled PR to version-bump forward
-#    the named connector, including changelog entry.
-# 2. Delete the `.../release_candidate` subdirectory in the GCS Registry Store.
+# See: airbyte-platform-internal/.../connector-rollout-worker/
 
 on:
   repository_dispatch:
@@ -19,45 +18,260 @@ on:
       action:
         description: "Action to perform"
         required: true
+        type: choice
         options: ["promote", "rollback"]
+
+permissions:
+  contents: write
+  pull-requests: write
+
+# ---------------------------------------------------------------------------
+# Job 1: Registry cleanup (runs for both promote and rollback)
+# ---------------------------------------------------------------------------
 jobs:
-  finalize_rollout:
-    name: Finalize connector rollout for ${{ github.event.inputs.connector_name }}
+  rc-registry-cleanup:
+    name: "Registry cleanup (${{ github.event_name == 'workflow_dispatch' && github.event.inputs.action || github.event.client_payload.action }})"
     runs-on: ubuntu-24.04
     env:
       ACTION: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.action || github.event.client_payload.action }}
       CONNECTOR_NAME: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.connector_name || github.event.client_payload.connector_name }}
     steps:
-      - name: Check action value
+      - name: Validate action
         run: |
           if [[ "${ACTION}" != "promote" && "${ACTION}" != "rollback" ]]; then
-            echo "Invalid action: ${ACTION}"
+            echo "::error::Invalid action: '${ACTION}'. Must be 'promote' or 'rollback'."
             exit 1
           fi
         shell: bash
 
+      # The cleanup CLI reads metadata.yaml from the local repo to
+      # resolve the connector's dockerRepository.
       - name: Checkout Airbyte repo
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Ops CLI
         run: uv tool install airbyte-internal-ops
 
-      # Delete the release_candidate/ metadata marker from GCS.
-      # This is the same operation for both promote and rollback:
-      # it removes the RC pointer so the platform knows the rollout
-      # is finalized.  The versioned blob (e.g. 1.2.3-rc.1/) is
-      # intentionally preserved as an audit trail.
-      - name: "GCS cleanup: delete RC metadata marker"
+      # Deletes the release_candidate/ metadata marker from GCS.
+      # The versioned blob (e.g. 1.2.3-rc.1/) is preserved as audit trail.
+      - name: "Delete RC metadata marker"
         shell: bash
         env:
           GCS_CREDENTIALS: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
           REGISTRY_STORE: "coral:prod"
         run: >
-          airbyte-ops registry rc cleanup
+          airbyte-ops registry progressive-rollout cleanup
           --name "${CONNECTOR_NAME}"
           --store "${REGISTRY_STORE}"
+
+      # Recompile the registry JSON indexes so the RC entry is removed.
+      - name: "Recompile registry for connector"
+        shell: bash
+        env:
+          GCS_CREDENTIALS: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
+          REGISTRY_STORE: "coral:prod"
+        run: >
+          airbyte-ops registry store compile
+          --store "${REGISTRY_STORE}"
+          --connector-name "${CONNECTOR_NAME}"
+
+      # --- Notifications ---
+      - name: Notify Slack on rollback success
+        if: success() && env.ACTION == 'rollback'
+        uses: slackapi/slack-github-action@70cd7be8e40a46e8b0eced40b0de447bdb42f68e # v1.26.0
+        env:
+          SLACK_WEBHOOK_URL: ${{ secrets.PUBLISH_ON_MERGE_SLACK_WEBHOOK }}
+        with:
+          payload: |
+            {
+              "channel": "#connector-publish-failures",
+              "username": "Connectors CI/CD Bot",
+              "text": "↩️ Successfully rolled back RC for `${{ env.CONNECTOR_NAME }}` — GCS marker deleted:\n${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"
+            }
+
+      - name: Notify Slack on failure
+        if: failure()
+        uses: slackapi/slack-github-action@70cd7be8e40a46e8b0eced40b0de447bdb42f68e # v1.26.0
+        env:
+          SLACK_WEBHOOK_URL: ${{ secrets.PUBLISH_ON_MERGE_SLACK_WEBHOOK }}
+        with:
+          payload: |
+            {
+              "channel": "#connector-publish-failures",
+              "username": "Connectors CI/CD Bot",
+              "text": "🚨 Registry cleanup failed for `${{ env.CONNECTOR_NAME }}` (${{ env.ACTION }}):\n${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"
+            }
+
+  # ---------------------------------------------------------------------------
+  # Job 2: Create and merge cleanup PR (promote only)
+  # ---------------------------------------------------------------------------
+  create-promotion-pr:
+    name: "Create and Merge Promotion PR"
+    needs: rc-registry-cleanup
+    if: >-
+      github.event.inputs.action == 'promote'
+      || github.event.client_payload.action == 'promote'
+    runs-on: ubuntu-24.04
+    env:
+      CONNECTOR_NAME: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.connector_name || github.event.client_payload.connector_name }}
+    steps:
+      # Authenticate as OCTAVIA_BOT so PRs trigger downstream CI.
+      - name: Authenticate as GitHub App
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-app-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
+
+      - name: Configure git identity
+        run: |
+          git config --global user.name "Octavia Squidington III"
+          git config --global user.email "octavia-squidington-iii@users.noreply.github.com"
+
+      - name: Checkout Airbyte repo
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          token: ${{ steps.get-app-token.outputs.token }}
+          fetch-depth: 1
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
+
+      - name: Install Ops CLI
+        run: uv tool install airbyte-internal-ops
+
+      # bump-version --bump-type promote strips -rc.N suffix, sets
+      # enableProgressiveRollout to false, and bumps the version.
+      # --no-changelog because we don't have a PR number yet.
+      - name: "Version bump and cleanup"
+        shell: bash
+        run: >
+          airbyte-ops local connector bump-version
+          --name "${CONNECTOR_NAME}"
+          --repo-path "${{ github.workspace }}"
+          --bump-type promote
+          --no-changelog
+
+      # Commits cleanup changes (version bump + progressive rollout
+      # flag removal) and opens a draft PR.  This gives us a PR
+      # number for the changelog entry.
+      - name: Create cleanup PR
+        id: create-pr
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
+        with:
+          token: ${{ steps.get-app-token.outputs.token }}
+          commit-message: "chore: finalize promote for ${{ env.CONNECTOR_NAME }}"
+          branch: "finalize-rollout/promote/${{ env.CONNECTOR_NAME }}"
+          base: ${{ github.event.repository.default_branch }}
+          delete-branch: true
+          title: "chore: finalize promote for ${{ env.CONNECTOR_NAME }}"
+          body: |
+            Automated cleanup after connector rollout **promote** for `${{ env.CONNECTOR_NAME }}`.
+
+            Generated by [`finalize_rollout` workflow](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}).
+          labels: |
+            area/connectors
+            auto-merge/bypass-ci-checks
+          draft: true
+
+      # Switch to the PR branch so changelog add reads the bumped
+      # GA version from metadata.yaml (not the RC version on master).
+      - name: "Checkout PR branch"
+        if: steps.create-pr.outputs.pull-request-number
+        run: git fetch origin "finalize-rollout/promote/${CONNECTOR_NAME}" && git checkout "finalize-rollout/promote/${CONNECTOR_NAME}"
+
+      # changelog add reads the current version from metadata.yaml
+      # (already bumped to GA by the promote step above) and writes
+      # a changelog entry — no version files are modified.
+      - name: "Add changelog entry"
+        if: steps.create-pr.outputs.pull-request-number
+        shell: bash
+        run: >
+          airbyte-ops local connector changelog add
+          --connector-name "${CONNECTOR_NAME}"
+          --repo-path "${{ github.workspace }}"
+          --message "Promoted release candidate to GA"
+          --pr-number "${{ steps.create-pr.outputs.pull-request-number }}"
+
+      # Commit and push the changelog entry to the existing PR branch.
+      - name: "Push changelog to PR"
+        if: steps.create-pr.outputs.pull-request-number
+        run: |
+          git add docs/
+          git commit -m "chore: add changelog for ${CONNECTOR_NAME}"
+          git push origin "finalize-rollout/promote/${CONNECTOR_NAME}"
+
+      # The merge triggers the publish pipeline that
+      # verifyDefaultVersionActivity is waiting for.
+      - name: Mark PR ready for review
+        if: steps.create-pr.outputs.pull-request-number
+        env:
+          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
+        run: gh pr ready "${{ steps.create-pr.outputs.pull-request-number }}"
+
+      # Use a different bot identity (admin) to approve and merge,
+      # because the bot that created the PR cannot approve its own PRs
+      # and needs admin privileges to bypass branch protection.
+      - name: Authenticate as GitHub App (Admin)
+        if: steps.create-pr.outputs.pull-request-number
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
+        id: get-admin-token
+        with:
+          owner: "airbytehq"
+          repositories: "airbyte"
+          app-id: ${{ secrets.OCTAVIA_BOT_ADMIN_APP_ID }}
+          private-key: ${{ secrets.OCTAVIA_BOT_ADMIN_PRIVATE_KEY }}
+
+      - name: Approve cleanup PR
+        if: steps.create-pr.outputs.pull-request-number
+        env:
+          GH_TOKEN: ${{ steps.get-admin-token.outputs.token }}
+        run: >
+          gh pr review "${{ steps.create-pr.outputs.pull-request-number }}"
+          --repo "${{ github.repository }}"
+          --approve
+          --body "Auto-approved by finalize_rollout workflow."
+
+      - name: Force-merge cleanup PR
+        if: steps.create-pr.outputs.pull-request-number
+        env:
+          GH_TOKEN: ${{ steps.get-admin-token.outputs.token }}
+        run: |
+          gh pr merge "${{ steps.create-pr.outputs.pull-request-number }}" \
+            --repo "${{ github.repository }}" \
+            --squash \
+            --admin
+
+      # --- Notifications ---
+      - name: Notify Slack on promote success
+        if: success() && steps.create-pr.outputs.pull-request-number
+        uses: slackapi/slack-github-action@70cd7be8e40a46e8b0eced40b0de447bdb42f68e # v1.26.0
+        env:
+          SLACK_WEBHOOK_URL: ${{ secrets.PUBLISH_ON_MERGE_SLACK_WEBHOOK }}
+        with:
+          payload: |
+            {
+              "channel": "#connector-publish-failures",
+              "username": "Connectors CI/CD Bot",
+              "text": "↗️ Successfully promoted `${{ env.CONNECTOR_NAME }}` — cleanup PR merged:\n${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"
+            }
+
+      - name: Notify Slack on failure
+        if: failure()
+        uses: slackapi/slack-github-action@70cd7be8e40a46e8b0eced40b0de447bdb42f68e # v1.26.0
+        env:
+          SLACK_WEBHOOK_URL: ${{ secrets.PUBLISH_ON_MERGE_SLACK_WEBHOOK }}
+        with:
+          payload: |
+            {
+              "channel": "#connector-publish-failures",
+              "username": "Connectors CI/CD Bot",
+              "text": "🚨 Promote PR failed for `${{ env.CONNECTOR_NAME }}`:\n${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}"
+            }
diff --git a/.github/workflows/force-merge-command.yml b/.github/workflows/force-merge-command.yml
index 9b55db360c45..8a0231ec28ae 100644
--- a/.github/workflows/force-merge-command.yml
+++ b/.github/workflows/force-merge-command.yml
@@ -43,7 +43,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Authenticate as GitHub App (Admin)
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/format-fix-command.yml b/.github/workflows/format-fix-command.yml
index e14907a17319..50063e9da658 100644
--- a/.github/workflows/format-fix-command.yml
+++ b/.github/workflows/format-fix-command.yml
@@ -48,7 +48,7 @@ jobs:
       # forks if the user installs the app into their fork. Until we document this as a clear
       # path, we will have to keep using the PAT.
       - name: Checkout Airbyte
-        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ steps.job-vars.outputs.repo }}
           ref: ${{ steps.job-vars.outputs.branch }}
@@ -73,12 +73,12 @@ jobs:
 
       # Compare the below to the `format_check.yml` workflow
       - name: Setup Java
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.11"
           cache: "pip"
diff --git a/.github/workflows/format_check.yml b/.github/workflows/format_check.yml
index 81385483f298..5a8e61536bbf 100644
--- a/.github/workflows/format_check.yml
+++ b/.github/workflows/format_check.yml
@@ -14,14 +14,14 @@ jobs:
     name: "Format Check"
     runs-on: ubuntu-24.04
     steps:
-      - uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: Setup Java
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
       - name: Setup Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.11"
           cache: "pip"
diff --git a/.github/workflows/generate-connector-registries.yml b/.github/workflows/generate-connector-registries.yml
index 382e2e85c125..61f1655499e6 100644
--- a/.github/workflows/generate-connector-registries.yml
+++ b/.github/workflows/generate-connector-registries.yml
@@ -47,13 +47,13 @@ jobs:
 
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@8edcb1bdb4e267140fa742c62e395cd74f332709 # v4.2.2
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ github.event.inputs.gitref || github.ref }}
           submodules: true
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Ops CLI
         run: uv tool install airbyte-internal-ops
diff --git a/.github/workflows/gradle-dependency-diff.yml b/.github/workflows/gradle-dependency-diff.yml
index 5f58863fb959..94fb3bf0a472 100644
--- a/.github/workflows/gradle-dependency-diff.yml
+++ b/.github/workflows/gradle-dependency-diff.yml
@@ -10,9 +10,9 @@ jobs:
     if: github.event.pull_request.head.repo.fork == false
     steps:
       - name: Checkout Code
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: Set up Java
-        uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: temurin
           java-version: 21
diff --git a/.github/workflows/internal-airbyte-ci-release.yml b/.github/workflows/internal-airbyte-ci-release.yml
deleted file mode 100644
index fcc2b257ec60..000000000000
--- a/.github/workflows/internal-airbyte-ci-release.yml
+++ /dev/null
@@ -1,132 +0,0 @@
-name: Connector Ops CI - Airbyte CI Release
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-on:
-  push:
-    paths:
-      - "airbyte-ci/connectors/pipelines/**"
-  workflow_dispatch:
-
-env:
-  DEV_GCS_BUCKET_NAME: dev-airbyte-cloud-connector-metadata-service-2
-  PROD_GCS_BUCKET_NAME: prod-airbyte-cloud-connector-metadata-service
-  BINARY_FILE_NAME: airbyte-ci
-
-jobs:
-  build:
-    runs-on: ${{ matrix.os }}-latest
-    strategy:
-      fail-fast: false
-      matrix:
-        os: ["ubuntu", "macos"]
-
-    steps:
-      - name: Checkout Airbyte
-        id: checkout_airbyte
-        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
-        with:
-          ref: ${{ github.sha }} # This is required to make sure that the same commit is checked out on all runners
-
-      - name: Get short SHA
-        id: get_short_sha
-        uses: benjlevesque/short-sha@36eb8c530990ceac5ddf3c0bc32d02c677ae9706 # v2.2
-
-      - name: Install Python
-        id: install_python
-        uses: actions/setup-python@7f4fc3e22c37d6ff65e88745f38bd3157c663f7c # v4.9.1
-        with:
-          python-version: "3.11"
-          check-latest: true
-          update-environment: true
-
-      - name: Install Poetry
-        id: install_poetry
-        uses: snok/install-poetry@76e04a911780d5b312d89783f7b1cd627778900a # v1.4.1
-        with:
-          version: 1.8.5
-
-      - name: Install Dependencies
-        id: install_dependencies
-        working-directory: airbyte-ci/connectors/pipelines/
-        run: poetry install --with dev
-
-      - name: Build release
-        id: build_release
-        working-directory: airbyte-ci/connectors/pipelines/
-        run: poetry run poe build-release-binary ${{ env.BINARY_FILE_NAME }}
-
-      - uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
-        with:
-          name: airbyte-ci-${{ matrix.os }}-${{ steps.get_short_sha.outputs.sha }}
-          path: airbyte-ci/connectors/pipelines/dist/${{ env.BINARY_FILE_NAME }}
-
-      - name: Authenticate to Google Cloud Dev
-        id: auth_dev
-        uses: google-github-actions/auth@3a3c4c57d294ef65efaaee4ff17b22fa88dd3c69 # v1.3.0
-        with:
-          credentials_json: "${{ secrets.METADATA_SERVICE_DEV_GCS_CREDENTIALS }}"
-
-      - name: Upload pre-release to GCS dev bucket
-        id: upload_pre_release_to_gcs
-        if: github.ref != 'refs/heads/master'
-        uses: google-github-actions/upload-cloud-storage@e95a15f226403ed658d3e65f40205649f342ba2c # v1.0.3
-        with:
-          path: airbyte-ci/connectors/pipelines/dist/${{ env.BINARY_FILE_NAME }}
-          destination: ${{ env.DEV_GCS_BUCKET_NAME }}/airbyte-ci/releases/${{ matrix.os }}/${{ steps.get_short_sha.outputs.sha }}
-          headers: |-
-            cache-control:public, max-age=10
-
-      - name: Print pre-release public url
-        id: print_pre_release_public_url
-        run: |
-          echo "https://storage.googleapis.com/${{ env.DEV_GCS_BUCKET_NAME }}/airbyte-ci/releases/${{ matrix.os }}/${{ steps.get_short_sha.outputs.sha }}/${{ env.BINARY_FILE_NAME }}"
-
-      # if master, upload per version and latest to prod bucket
-
-      - name: Set version from poetry version --short
-        id: set_version
-        if: github.ref == 'refs/heads/master'
-        working-directory: airbyte-ci/connectors/pipelines/
-        run: |
-          echo "version=$(poetry version --short)" >> $GITHUB_OUTPUT
-
-      - name: Authenticate to Google Cloud Prod
-        id: auth_prod
-        uses: google-github-actions/auth@3a3c4c57d294ef65efaaee4ff17b22fa88dd3c69 # v1.3.0
-        with:
-          credentials_json: "${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}"
-
-      - name: Upload version release to GCS prod bucket
-        id: upload_version_release_to_gcs
-        if: github.ref == 'refs/heads/master'
-        uses: google-github-actions/upload-cloud-storage@e95a15f226403ed658d3e65f40205649f342ba2c # v1.0.3
-        with:
-          path: airbyte-ci/connectors/pipelines/dist/${{ env.BINARY_FILE_NAME }}
-          destination: ${{ env.PROD_GCS_BUCKET_NAME }}/airbyte-ci/releases/${{ matrix.os }}/${{ steps.set_version.outputs.version }}
-          headers: |-
-            cache-control:public, max-age=10
-
-      - name: Print release version public url
-        id: print_version_release_public_url
-        if: github.ref == 'refs/heads/master'
-        run: |
-          echo "https://storage.googleapis.com/${{ env.PROD_GCS_BUCKET_NAME }}/airbyte-ci/releases/${{ matrix.os }}/${{ steps.set_version.outputs.version }}/${{ env.BINARY_FILE_NAME }}"
-
-      - name: Upload latest release to GCS prod bucket
-        id: upload_latest_release_to_gcs
-        if: github.ref == 'refs/heads/master'
-        uses: google-github-actions/upload-cloud-storage@e95a15f226403ed658d3e65f40205649f342ba2c # v1.0.3
-        with:
-          path: airbyte-ci/connectors/pipelines/dist/${{ env.BINARY_FILE_NAME }}
-          destination: ${{ env.PROD_GCS_BUCKET_NAME }}/airbyte-ci/releases/${{ matrix.os }}/latest
-          headers: |-
-            cache-control:public, max-age=10
-
-      - name: Print latest release public url
-        id: print_latest_release_public_url
-        if: github.ref == 'refs/heads/master'
-        run: |
-          echo "https://storage.googleapis.com/${{ env.PROD_GCS_BUCKET_NAME }}/airbyte-ci/releases/${{ matrix.os }}/latest/${{ env.BINARY_FILE_NAME }}"
diff --git a/.github/workflows/internal-airbyte-ci-tests.yml b/.github/workflows/internal-airbyte-ci-tests.yml
deleted file mode 100644
index d20c93f1cf52..000000000000
--- a/.github/workflows/internal-airbyte-ci-tests.yml
+++ /dev/null
@@ -1,134 +0,0 @@
-name: Internal CI Tooling Checks
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.ref }}
-  cancel-in-progress: true
-
-on:
-  workflow_dispatch:
-    inputs:
-      airbyte_ci_subcommand:
-        description: "Subcommand to pass to the 'airbyte-ci test' command"
-        default: "--poetry-package-path=airbyte-ci/connectors/pipelines"
-  pull_request:
-    types:
-      - opened
-      - reopened
-      - synchronize
-jobs:
-  changes:
-    name: Detect Changes
-    runs-on: ubuntu-24.04
-    outputs:
-      internal_poetry_packages: ${{ steps.changes.outputs.internal_poetry_packages }}
-
-    steps:
-      - name: Checkout Airbyte
-        if: github.event_name != 'pull_request'
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - id: changes
-        uses: dorny/paths-filter@4512585405083f25c027a35db413c2b3b9006d50 # v2.11.1
-        with:
-          # Note: expressions within a filter are OR'ed
-          filters: |
-            # This list is duplicated in `pipelines/airbyte_ci/test/__init__.py`
-            internal_poetry_packages:
-            - airbyte-ci/connectors/pipelines/**
-            - airbyte-ci/connectors/connectors_insights/**
-            - airbyte-ci/connectors/connector_ops/**
-            - airbyte-ci/connectors/ci_credentials/**
-            - airbyte-ci/connectors/erd/**
-            - airbyte-ci/connectors/metadata_service/lib/**
-            - airbyte-integrations/bases/connector-acceptance-test/**
-
-  run-tests:
-    needs: changes
-    # We only run the Internal Poetry packages CI job if there are changes to the packages on a non-forked PR
-    if: needs.changes.outputs.internal_poetry_packages == 'true' && github.event.pull_request.head.repo.fork != true
-    name: Internal Poetry packages CI
-    runs-on: tooling-test-large
-    permissions:
-      pull-requests: read
-      statuses: write
-    steps:
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-        with:
-          fetch-depth: 0
-          ref: ${{ github.event.pull_request.head.ref }}
-      - name: Checkout Airbyte Python CDK
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-        with:
-          repository: airbytehq/airbyte-python-cdk
-          ref: main
-          # We can't clone into a parent directory of the repo, so we clone into
-          # a subdirectory and then move it over as a sibling directory.
-          # This will be used for the `--use-local-cdk` flag in `airbyte-ci` command
-          path: airbyte-python-cdk
-      - name: Move airbyte-python-cdk to sibling directory path
-        shell: bash
-        run: mv ./airbyte-python-cdk ../airbyte-python-cdk
-      - name: Show local paths checked out
-        shell: bash
-        run: |
-          set -x
-          echo "Current directory: $(pwd)"
-          ls -la
-          ls -la ../airbyte-python-cdk || echo "No airbyte-python-cdk directory"
-
-      - name: Extract branch name [WORKFLOW DISPATCH]
-        shell: bash
-        if: github.event_name == 'workflow_dispatch'
-        run: echo "branch=${GITHUB_REF#refs/heads/}" >> $GITHUB_OUTPUT
-        id: extract_branch
-      - name: Fetch last commit id from remote branch [PULL REQUESTS]
-        if: github.event_name == 'pull_request'
-        id: fetch_last_commit_id_pr
-        run: echo "commit_id=$(git ls-remote --heads origin refs/heads/${{ github.head_ref }} | cut -f 1)" >> $GITHUB_OUTPUT
-      - name: Fetch last commit id from remote branch [WORKFLOW DISPATCH]
-        if: github.event_name == 'workflow_dispatch'
-        id: fetch_last_commit_id_wd
-        run: echo "commit_id=$(git rev-parse origin/${{ steps.extract_branch.outputs.branch }})" >> $GITHUB_OUTPUT
-
-      - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
-        id: get-app-token
-        with:
-          owner: "airbytehq"
-          repositories: "airbyte"
-          app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
-          private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
-
-      - name: Run poe tasks for modified internal packages [PULL REQUEST]
-        if: github.event_name == 'pull_request'
-        id: run-airbyte-ci-test-pr
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "pull_request"
-          dagger_cloud_token: ${{ secrets.DAGGER_CLOUD_TOKEN_CACHE_5 }}
-          docker_hub_password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-          docker_hub_username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          gcp_gsm_credentials: ${{ secrets.GCP_GSM_CREDENTIALS }}
-          gcs_credentials: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          git_branch: ${{ github.head_ref }}
-          git_revision: ${{ steps.fetch_last_commit_id_pr.outputs.commit_id }}
-          github_token: ${{ steps.get-app-token.outputs.token }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          subcommand: "test --modified"
-
-      - name: Run poe tasks for requested internal packages [WORKFLOW DISPATCH]
-        id: run-airbyte-ci-test-workflow-dispatch
-        if: github.event_name == 'workflow_dispatch'
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "manual"
-          dagger_cloud_token: ${{ secrets.DAGGER_CLOUD_TOKEN_CACHE_5 }}
-          docker_hub_password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-          docker_hub_username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          gcp_gsm_credentials: ${{ secrets.GCP_GSM_CREDENTIALS }}
-          gcs_credentials: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          git_branch: ${{ steps.extract_branch.outputs.branch }}
-          git_revision: ${{ steps.fetch_last_commit_id_pr.outputs.commit_id }}
-          github_token: ${{ steps.get-app-token.outputs.token }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          subcommand: "test ${{ inputs.airbyte_ci_subcommand}}"
diff --git a/.github/workflows/java-bulk-cdk-base-publish.yml b/.github/workflows/java-bulk-cdk-base-publish.yml
index 85e7480625a7..d1eb085750c3 100644
--- a/.github/workflows/java-bulk-cdk-base-publish.yml
+++ b/.github/workflows/java-bulk-cdk-base-publish.yml
@@ -27,16 +27,16 @@ jobs:
     timeout-minutes: 30
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Setup Java
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Docker login
-        uses: docker/login-action@dd4fa0671be5250ee6f50aedf4cb05514abda2c7 # v1.14.1
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_PASSWORD }}
diff --git a/.github/workflows/java-bulk-cdk-extract-publish.yml b/.github/workflows/java-bulk-cdk-extract-publish.yml
index e611375a52f2..b336902f1e8d 100644
--- a/.github/workflows/java-bulk-cdk-extract-publish.yml
+++ b/.github/workflows/java-bulk-cdk-extract-publish.yml
@@ -30,16 +30,16 @@ jobs:
     timeout-minutes: 30
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Setup Java
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Docker login
-        uses: docker/login-action@dd4fa0671be5250ee6f50aedf4cb05514abda2c7 # v1.14.1
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_PASSWORD }}
diff --git a/.github/workflows/java-bulk-cdk-load-publish.yml b/.github/workflows/java-bulk-cdk-load-publish.yml
index 5e102f88d232..97a688797830 100644
--- a/.github/workflows/java-bulk-cdk-load-publish.yml
+++ b/.github/workflows/java-bulk-cdk-load-publish.yml
@@ -29,16 +29,16 @@ jobs:
     timeout-minutes: 30
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Setup Java
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Docker login
-        uses: docker/login-action@dd4fa0671be5250ee6f50aedf4cb05514abda2c7 # v1.14.1
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_PASSWORD }}
diff --git a/.github/workflows/java-cdk-tests.yml b/.github/workflows/java-cdk-tests.yml
index 1df9a0393978..18d4b6af510f 100644
--- a/.github/workflows/java-cdk-tests.yml
+++ b/.github/workflows/java-cdk-tests.yml
@@ -29,9 +29,9 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: github.event_name != 'pull_request'
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - id: changes
-        uses: dorny/paths-filter@4512585405083f25c027a35db413c2b3b9006d50 # v2.11.1
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
         with:
           filters: |
             java:
@@ -52,9 +52,9 @@ jobs:
     steps:
       - name: Checkout Airbyte
         if: github.event_name != 'pull_request'
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - id: changes
-        uses: dorny/paths-filter@4512585405083f25c027a35db413c2b3b9006d50 # v2.11.1
+        uses: dorny/paths-filter@fbd0ab8f3e69293af611ebaee6363fc25e6d187d # v4.0.1
         with:
           filters: |
             base:
@@ -80,9 +80,9 @@ jobs:
     timeout-minutes: 60
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: Java Setup
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
@@ -130,9 +130,9 @@ jobs:
     timeout-minutes: 60
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: Java Setup
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
diff --git a/.github/workflows/kotlin-bulk-cdk-dokka-publish.yml b/.github/workflows/kotlin-bulk-cdk-dokka-publish.yml
index 298cfa2293c8..4f9549bcbc28 100644
--- a/.github/workflows/kotlin-bulk-cdk-dokka-publish.yml
+++ b/.github/workflows/kotlin-bulk-cdk-dokka-publish.yml
@@ -29,7 +29,7 @@ jobs:
 
       - name: Checkout Repository [Push Trigger]
         if: github.event_name == 'push'
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 2
 
@@ -38,7 +38,7 @@ jobs:
         # Push triggers will require the checked-out code.
         id: detect-changes
         if: github.event_name != 'workflow_dispatch'
-        uses: dorny/paths-filter@v3.0.2
+        uses: dorny/paths-filter@v4.0.1
         with:
           filters: |
             bulk-cdk:
@@ -56,14 +56,14 @@ jobs:
 
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
           repository: ${{ github.event.pull_request.head.repo.full_name || github.repository }}
           ref: ${{ github.head_ref || github.ref }}
 
       - name: Set up Java
-        uses: actions/setup-java@v4
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
@@ -111,7 +111,7 @@ jobs:
 
     steps:
       - name: Checkout Repository
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
 
@@ -152,7 +152,7 @@ jobs:
 
       - name: Authenticate as GitHub App
         if: github.event_name == 'pull_request'
-        uses: actions/create-github-app-token@v2.0.6
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -162,7 +162,7 @@ jobs:
 
       - name: Post Custom Check with Preview URL
         if: github.event_name == 'pull_request'
-        uses: LouisBrunner/checks-action@v2.0.0
+        uses: LouisBrunner/checks-action@dfcbcf801bff1ea7f1414824fc28f2cd697b35da # v3.0.0
         with:
           name: "Kotlin Bulk CDK Docs Preview"
           status: completed
diff --git a/.github/workflows/notify-on-replication-version-change.yml b/.github/workflows/notify-on-replication-version-change.yml
index 152fda02f000..1d4cdd018421 100644
--- a/.github/workflows/notify-on-replication-version-change.yml
+++ b/.github/workflows/notify-on-replication-version-change.yml
@@ -21,7 +21,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ github.event.workflow_run.head_sha }}
           fetch-depth: 2
@@ -115,7 +115,7 @@ jobs:
 
       - name: Authenticate as GitHub App
         if: fromJSON(steps.detect-changes.outputs.changes)[0] != null
-        uses: actions/create-github-app-token@d72941d797fd3113feb6b93fd0dec494b13a2547 # v1.12.0
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/oss-issue-triage.yml b/.github/workflows/oss-issue-triage.yml
index 1c4b1db578ac..b857c80df0d6 100644
--- a/.github/workflows/oss-issue-triage.yml
+++ b/.github/workflows/oss-issue-triage.yml
@@ -31,7 +31,7 @@ jobs:
           fi
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -76,7 +76,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -105,7 +105,7 @@ jobs:
             - Join the [Airbyte Community Slack](https://slack.airbyte.com) to connect with other users and community members
             - If you're an Airbyte Cloud customer, you can [open a support ticket](https://support.airbyte.com) or contact your account representative, referencing this issue URL
 
-            [View playbook](https://github.com/airbytehq/oncall/blob/main/prompts/playbooks/oss_issue_triage.md)
+            [View playbook](https://github.com/airbytehq/ai-skills/blob/main/devin/playbooks/oss_issue_triage.md)
           tags: |
             oss-issue-triage
             community-issue
@@ -117,7 +117,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/poe-command.yml b/.github/workflows/poe-command.yml
index 680c806d18da..5873d607201b 100644
--- a/.github/workflows/poe-command.yml
+++ b/.github/workflows/poe-command.yml
@@ -43,7 +43,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/pr-ai-review-submit.yml b/.github/workflows/pr-ai-review-submit.yml
index 2461e5d31853..faaf22eb228d 100644
--- a/.github/workflows/pr-ai-review-submit.yml
+++ b/.github/workflows/pr-ai-review-submit.yml
@@ -47,7 +47,7 @@ jobs:
 
       - name: Authenticate as GitHub App
         if: steps.parse-marker.outputs.result == 'FAIL' || steps.parse-marker.outputs.result == 'APPROVE'
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
diff --git a/.github/workflows/promote-draft-on-auto-merge-label.yml b/.github/workflows/promote-draft-on-auto-merge-label.yml
deleted file mode 100644
index 657a2b0f6ff4..000000000000
--- a/.github/workflows/promote-draft-on-auto-merge-label.yml
+++ /dev/null
@@ -1,42 +0,0 @@
-name: Promote Draft on Auto-Merge Label
-
-# This workflow automatically marks draft PRs as ready for review
-# when an auto-merge label is added. This complements the
-# enforce-draft-pr-status workflow: if a PR is converted to draft
-# before its auto-merge label is applied, this workflow will
-# promote it back to ready once the label arrives.
-
-on:
-  pull_request_target:
-    types:
-      - labeled
-
-jobs:
-  promote-draft:
-    name: Mark PR as Ready for Review
-    if: |
-      github.event.pull_request.draft == true &&
-      (
-        github.event.label.name == 'auto-merge' ||
-        github.event.label.name == 'auto-merge/bypass-ci-checks'
-      )
-    permissions:
-      contents: read
-      pull-requests: write
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
-        id: get-app-token
-        with:
-          owner: "airbytehq"
-          repositories: "airbyte"
-          app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
-          private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
-
-      - name: Mark PR as ready for review
-        env:
-          GH_TOKEN: ${{ steps.get-app-token.outputs.token }}
-          PR_NUMBER: ${{ github.event.pull_request.number }}
-        run: |
-          gh pr ready "$PR_NUMBER" --repo "${{ github.repository }}"
diff --git a/.github/workflows/publish-connectors-prerelease-command.yml b/.github/workflows/publish-connectors-prerelease-command.yml
index d78b1f7f416d..e19e6199d311 100644
--- a/.github/workflows/publish-connectors-prerelease-command.yml
+++ b/.github/workflows/publish-connectors-prerelease-command.yml
@@ -57,7 +57,7 @@ jobs:
       connector-version: ${{ steps.connector-version.outputs.connector-version }}
     steps:
       - name: Checkout to get commit SHA
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: ${{ inputs.repo || github.repository }}
           ref: refs/pull/${{ inputs.pr }}/head
diff --git a/.github/workflows/publish-java-cdk-command.yml b/.github/workflows/publish-java-cdk-command.yml
index 7c8fab8a9aab..36ce7a0ba2ad 100644
--- a/.github/workflows/publish-java-cdk-command.yml
+++ b/.github/workflows/publish-java-cdk-command.yml
@@ -89,7 +89,7 @@ jobs:
             > :clock2: https://github.com/${{github.repository}}/actions/runs/${{github.run_id}}
 
       - name: Checkout Airbyte
-        uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # v3.6.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ env.GITREF }}
 
@@ -107,14 +107,14 @@ jobs:
           echo "CDK_VERSION=${cdk_version}" >> $GITHUB_ENV
 
       - name: Setup Java
-        uses: actions/setup-java@17f84c3641ba7b8f6deff6309fc4c864478f5d62 # v3.14.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Docker login
         # Some tests use testcontainers which pull images from DockerHub.
-        uses: docker/login-action@dd4fa0671be5250ee6f50aedf4cb05514abda2c7 # v1.14.1
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_PASSWORD }}
diff --git a/.github/workflows/publish_connectors.yml b/.github/workflows/publish_connectors.yml
index fdca377d9d64..0e21bf54632f 100644
--- a/.github/workflows/publish_connectors.yml
+++ b/.github/workflows/publish_connectors.yml
@@ -80,7 +80,7 @@ jobs:
     steps:
       - name: Checkout Airbyte
         # v4
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ inputs.gitref || '' }}
           fetch-depth: 2 # Required so we can conduct a diff from the previous commit to understand what connectors have changed.
@@ -151,7 +151,7 @@ jobs:
       docker-image-tag: ${{ steps.resolve-docker-image-tag.outputs.docker-image-tag }}
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -162,7 +162,7 @@ jobs:
 
       - name: Checkout Airbyte
         # v4
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ inputs.gitref || '' }}
           fetch-depth: 2 # Required so we can conduct a diff from the previous commit to understand what connectors have changed.
@@ -173,21 +173,21 @@ jobs:
         shell: bash
         run: docker buildx create --use --driver=docker-container --name builder --platform linux/amd64,linux/arm64
 
-      - uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+      - uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: zulu
           java-version: 21
           cache: gradle
 
       - name: Log in to Docker Hub
-        uses: docker/login-action@5e57cd118135c172c3672efd75eb46360885c0ef # v3.6.0
+        uses: docker/login-action@b45d80f862d83dbcd57f89517bcf500b2ab88fb2 # v4.0.0
         with:
           username: ${{ secrets.DOCKER_HUB_USERNAME }}
           password: ${{ secrets.DOCKER_HUB_PASSWORD }}
 
       - name: Set up Python
         # v5
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405
         with:
           python-version: "3.11"
           check-latest: true
@@ -202,7 +202,7 @@ jobs:
           version: 1.8.5
 
       - name: Install the latest version of uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
         with:
           # We pass a token with dedicated GH rate limit
           github-token: ${{ steps.get-app-token.outputs.token }}
@@ -285,14 +285,6 @@ jobs:
               ;;
           esac
 
-      # We're intentionally not using the `google-github-actions/auth` action.
-      # The upload-additional-connector-metadata step runs a script which handles auth
-      # manually, because we're writing files to multiple buckets using different
-      # credentials for each bucket.
-      - name: Install gcloud
-        # v2.1.5
-        uses: google-github-actions/setup-gcloud@6a7c903a70c8625ed6700fa299f5ddb4ca6022e9
-
       - name: Publish to Python Registry
         id: publish-python-registry
         if: steps.connector-metadata.outputs.connector-language == 'python' && needs.publish_options.outputs.dry-run != 'true' && needs.publish_options.outputs.with-semver-suffix == 'none'
@@ -308,24 +300,6 @@ jobs:
         run: |
           echo "DRY-RUN: Skipping Python Registry publish for ${{ matrix.connector }}"
 
-      - name: Upload Python Dependencies to GCS
-        id: upload-python-dependencies-master
-        if: steps.connector-metadata.outputs.connector-language == 'python' && needs.publish_options.outputs.dry-run != 'true'
-        shell: bash
-        env:
-          GCS_CREDENTIALS: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          CONNECTOR_VERSION_TAG: ${{ steps.resolve-version.outputs.connector-version-tag }}
-        run: |
-          ./poe-tasks/upload-python-dependencies.sh \
-            --name ${{ matrix.connector }} \
-            --bucket prod-airbyte-cloud-connector-metadata-service \
-            --with-semver-suffix ${{ needs.publish_options.outputs.with-semver-suffix }}
-
-      - name: "[DRY-RUN] Skip Upload Python Dependencies to GCS"
-        if: steps.connector-metadata.outputs.connector-language == 'python' && needs.publish_options.outputs.dry-run == 'true'
-        run: |
-          echo "DRY-RUN: Skipping Python Dependencies upload for ${{ matrix.connector }}"
-
       - name: Build and publish JVM connectors images
         id: build-and-publish-JVM-connectors-images
         if: steps.connector-metadata.outputs.connector-language == 'java' && needs.publish_options.outputs.dry-run != 'true'
@@ -373,16 +347,6 @@ jobs:
           docker-hub-username: ${{ secrets.DOCKER_HUB_USERNAME }}
           docker-hub-password: ${{ secrets.DOCKER_HUB_PASSWORD }}
 
-      - name: Upload additional connector metadata (spec cache + SBOM)
-        id: upload-additional-connector-metadata
-        if: needs.publish_options.outputs.dry-run != 'true'
-        shell: bash
-        run: ./poe-tasks/upload-additional-connector-metadata.sh --name ${{ matrix.connector }} --with-semver-suffix ${{ needs.publish_options.outputs.with-semver-suffix }}
-        env:
-          SPEC_CACHE_GCS_CREDENTIALS: ${{ secrets.SPEC_CACHE_SERVICE_ACCOUNT_KEY_PUBLISH }}
-          METADATA_SERVICE_GCS_CREDENTIALS: ${{ secrets.METADATA_SERVICE_PROD_GCS_CREDENTIALS }}
-          CONNECTOR_VERSION_TAG: ${{ steps.resolve-version.outputs.connector-version-tag }}
-
       # --- Registry artifact generation and publishing ---
 
       - name: Enable progressive rollout for RC builds
@@ -428,15 +392,17 @@ jobs:
             registry connector-version artifacts generate \
             --metadata-file "airbyte-integrations/connectors/${{ matrix.connector }}/metadata.yaml" \
             --docker-image "${DOCKER_IMAGE}" \
-            --output-dir ./registry-artifacts \
-            --with-validate
+            --output-dir ./registry-artifacts/${{ matrix.connector }} \
+            --with-validate \
+            --with-sbom \
+            --with-dependency-dump
 
       - name: Upload Registry CI Artifacts
         if: always()
         uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
         with:
           name: registry-artifacts-${{ matrix.connector }}-${{ steps.resolve-docker-image-tag.outputs.docker-image-tag }}
-          path: ./registry-artifacts/
+          path: ./registry-artifacts/${{ matrix.connector }}/
           retention-days: 7
 
       - name: Publish Registry Artifacts
@@ -452,7 +418,7 @@ jobs:
             registry connector-version artifacts publish \
             --name "${{ matrix.connector }}" \
             --version "${{ steps.resolve-docker-image-tag.outputs.docker-image-tag }}" \
-            --artifacts-dir ./registry-artifacts \
+            --artifacts-dir ./registry-artifacts/${{ matrix.connector }} \
             --store "${REGISTRY_STORE}" \
             --with-validate
 
@@ -477,7 +443,7 @@ jobs:
         run: |
           echo "Creating RC metadata marker for ${{ matrix.connector }}"
           airbyte-ops \
-            registry rc create \
+            registry progressive-rollout create \
             --name "${{ matrix.connector }}" \
             --store "${REGISTRY_STORE}"
 
@@ -554,7 +520,7 @@ jobs:
     if: ${{ always() && needs.publish_connectors.result == 'failure' }}
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -565,7 +531,7 @@ jobs:
 
       - name: Checkout Airbyte
         # v4
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ inputs.gitref || '' }}
           submodules: true # Required for the enterprise repo since it uses a submodule that needs to exist for this workflow to run successfully.
diff --git a/.github/workflows/pyairbyte-docs-generate.yml b/.github/workflows/pyairbyte-docs-generate.yml
index 5832a9006a74..6ad173cadc56 100644
--- a/.github/workflows/pyairbyte-docs-generate.yml
+++ b/.github/workflows/pyairbyte-docs-generate.yml
@@ -34,13 +34,13 @@ jobs:
 
     steps:
       - name: Checkout Airbyte Repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 1
           token: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Set up Python
-        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: "3.12"
 
@@ -259,7 +259,7 @@ jobs:
 
       - name: Authenticate as GitHub App
         if: steps.changes.outputs.has_changes == 'true'
-        uses: actions/create-github-app-token@df432ceedc7162793a195dd1713ff69aefc7379e # v2.0.6
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -269,7 +269,7 @@ jobs:
 
       - name: Create Pull Request
         if: steps.changes.outputs.has_changes == 'true'
-        uses: peter-evans/create-pull-request@271a8d0340265f705b14b6d32b9829c1cb33d45e # v7.0.8
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
         with:
           token: ${{ steps.get-app-token.outputs.token }}
           commit-message: "docs: Update PyAirbyte API reference documentation for v${{ steps.version.outputs.version }}"
diff --git a/.github/workflows/regenerate-agent-engine-api-spec.yml b/.github/workflows/regenerate-agent-engine-api-spec.yml
index bf740e7f31a5..15b2fc20d516 100644
--- a/.github/workflows/regenerate-agent-engine-api-spec.yml
+++ b/.github/workflows/regenerate-agent-engine-api-spec.yml
@@ -15,7 +15,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v2
         id: app-token
         with:
           owner: "airbytehq"
@@ -35,7 +35,7 @@ jobs:
           git config --global user.email '${{ steps.get-user-id.outputs.user-id }}+${{ steps.app-token.outputs.app-slug }}[bot]@users.noreply.github.com'
 
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           token: ${{ steps.app-token.outputs.token }}
 
@@ -77,7 +77,7 @@ jobs:
       - name: Create Pull Request
         id: create-pr
         if: steps.check-changes.outputs.has_changes == 'true'
-        uses: peter-evans/create-pull-request@c5a7806660adbe173f04e3e038b0ccdcd758773c # v6
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
         with:
           token: ${{ steps.app-token.outputs.token }}
           commit-message: "chore(docs): regenerate cached Agent Engine API spec"
diff --git a/.github/workflows/resolve-stale-metadata.yml b/.github/workflows/resolve-stale-metadata.yml
index 37285688534f..80d822c7b3ad 100644
--- a/.github/workflows/resolve-stale-metadata.yml
+++ b/.github/workflows/resolve-stale-metadata.yml
@@ -26,12 +26,12 @@ jobs:
 
     steps:
       - name: Checkout Airbyte
-        uses: actions/checkout@8edcb1bdb4e267140fa742c62e395cd74f332709 # v4.2.2
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           ref: ${{ github.event.inputs.gitref || github.ref }}
 
       - name: Install uv
-        uses: astral-sh/setup-uv@d0cc045d04ccac9d8b7881df0226f9e82c39688e # v6.8.0
+        uses: astral-sh/setup-uv@cec208311dfd045dd5311c1add060b2062131d57 # v8.0.0
 
       - name: Install Ops CLI
         continue-on-error: true
diff --git a/.github/workflows/reviewdog.yml b/.github/workflows/reviewdog.yml
index e7be60193dba..44ce22352f9a 100644
--- a/.github/workflows/reviewdog.yml
+++ b/.github/workflows/reviewdog.yml
@@ -15,7 +15,7 @@ jobs:
     name: Docs / MarkDownLint
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
       - name: markdownlint
         uses: reviewdog/action-markdownlint@3667398db9118d7e78f7a63d10e26ce454ba5f58 # v0.26.2
         with:
@@ -28,7 +28,7 @@ jobs:
     name: Docs / Vale
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # V5
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           fetch-depth: 0
       - uses: errata-ai/vale-action@d89dee975228ae261d22c15adcd03578634d429c # Pinned to V2.1.1
diff --git a/.github/workflows/run-cat-tests-command.yml b/.github/workflows/run-cat-tests-command.yml
deleted file mode 100644
index 6aa1827fe28b..000000000000
--- a/.github/workflows/run-cat-tests-command.yml
+++ /dev/null
@@ -1,101 +0,0 @@
-name: On-Demand CAT Tests (Legacy)
-# This workflow is used to run the legacy CAT tests for modified connectors.
-# It can be triggered manually via slash command or workflow dispatch.
-
-on:
-  workflow_dispatch:
-    inputs:
-      repo:
-        description: "The repository name"
-        required: false
-        type: string
-      gitref:
-        description: "The git reference (branch or tag)"
-        required: false
-        type: string
-      comment-id:
-        description: "The ID of the comment triggering the workflow"
-        required: false
-        type: number
-      pr:
-        description: "The pull request number, if applicable"
-        required: false
-        type: number
-
-run-name: "Run connector CAT tests in PR: #${{ github.event.inputs.pr }}"
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.inputs.pr }}
-  # Cancel any previous runs on the same branch if they are still in progress
-  cancel-in-progress: true
-
-jobs:
-  run-cat-tests:
-    name: "On-Demand CAT Tests"
-    runs-on: ubuntu-24.04
-    steps:
-      - name: Get job variables
-        id: job-vars
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        shell: bash
-        run: |
-          PR_JSON=$(gh api repos/${{ github.repository }}/pulls/${{ github.event.inputs.pr }})
-          echo "repo=$(echo "$PR_JSON" | jq -r .head.repo.full_name)" >> $GITHUB_OUTPUT
-          echo "branch=$(echo "$PR_JSON" | jq -r .head.ref)" >> $GITHUB_OUTPUT
-          echo "pr_title=$(echo "$PR_JSON" | jq -r .title)" >> $GITHUB_OUTPUT
-          echo "run-url=https://github.com/$GITHUB_REPOSITORY/actions/runs/$GITHUB_RUN_ID" >> $GITHUB_OUTPUT
-
-      - name: Append comment with job run link
-        # If comment-id is not provided, this will create a new
-        # comment with the job run link.
-        id: first-comment-action
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        with:
-          comment-id: ${{ github.event.inputs.comment-id }}
-          issue-number: ${{ github.event.inputs.pr }}
-          body: |
-            > Connector CAT tests started... [Check job output.](${{ steps.job-vars.outputs.run-url }})
-            >
-            > If the connector supports live tests or regression tests, you may want to run those now also:
-            > - [Run Live Tests](https://github.com/airbytehq/airbyte/actions/workflows/live_tests.yml)
-            > - [Run Regression Tests](https://github.com/airbytehq/airbyte/actions/workflows/regression_tests.yml)
-            >
-
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-        with:
-          repository: ${{ steps.job-vars.outputs.repo }}
-          ref: ${{ steps.job-vars.outputs.branch }}
-          fetch-depth: 0
-
-      # NOTE: We still use a PAT here (rather than a GitHub App) because the workflow needs
-      # permissions to add commits to our main repo as well as forks. This will only work on
-      # forks if the user installs the app into their fork. Until we document this as a clear
-      # path, we will have to keep using the PAT.
-      - name: Run CAT tests with `airbyte-ci`
-        if: github.event_name == 'workflow_dispatch'
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "pull_request"
-          dagger_cloud_token: ${{ secrets.DAGGER_CLOUD_TOKEN_CACHE_3 }}
-          docker_hub_password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-          docker_hub_username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          gcp_gsm_credentials: ${{ secrets.GCP_GSM_CREDENTIALS }}
-          gcp_integration_tester_credentials: ${{ secrets.GCLOUD_INTEGRATION_TESTER }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          github_token: ${{ secrets.GH_PAT_APPROVINGTON_OCTAVIA }}
-          s3_build_cache_access_key_id: ${{ secrets.SELF_RUNNER_AWS_ACCESS_KEY_ID }}
-          s3_build_cache_secret_key: ${{ secrets.SELF_RUNNER_AWS_SECRET_ACCESS_KEY }}
-          git_branch: ${{ steps.job-vars.outputs.branch }}
-          git_revision: ${{ steps.job-vars.outputs.commit_id }}
-          subcommand: "connectors --modified test --only-step=acceptance"
-
-      - name: Append completion comment
-        uses: peter-evans/create-or-update-comment@71345be0265236311c031f5c7866368bd1eff043 # v4.0.0
-        if: always()
-        with:
-          comment-id: ${{ steps.first-comment-action.outputs.comment-id }}
-          reactions: confused
-          body: |
-            > CAT Tests completed.
-            > _**Important: Please check the job output to verify the results.**_
diff --git a/.github/workflows/run-live-tests-command.yml b/.github/workflows/run-live-tests-command.yml
deleted file mode 100644
index 1cd701c93bc0..000000000000
--- a/.github/workflows/run-live-tests-command.yml
+++ /dev/null
@@ -1,177 +0,0 @@
-name: On-Demand Live Connector Validation Tests
-
-concurrency:
-  # This is the name of the concurrency group. It is used to prevent concurrent runs of the same workflow.
-  #
-  # - github.head_ref is only defined on PR runs, it makes sure that the concurrency group is unique for pull requests
-  #  ensuring that only one run per pull request is active at a time.
-  #
-  # - github.run_id is defined on all runs, it makes sure that the concurrency group is unique for workflow dispatches.
-  # This allows us to run multiple workflow dispatches in parallel.
-  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-on:
-  workflow_dispatch:
-    inputs:
-      # Global static-arg inputs for slash commands
-      repo:
-        description: "The repository name. Optional. Defaults to 'airbytehq/airbyte'."
-        required: false
-        default: "airbytehq/airbyte"
-        type: string
-      gitref:
-        description: "The git reference (branch or tag). Optional. Defaults to the default branch."
-        required: false
-        type: string
-      comment-id:
-        description: "The ID of the comment triggering the workflow. Optional."
-        required: false
-        type: number
-      pr:
-        description: "The pull request number, if applicable. Optional."
-        required: false
-        type: number
-
-      # Workflow-specific inputs
-      connector_filter:
-        description: >
-          Connector filter. Will be passed to the `airbyte-ci connectors` command.
-          To select all modified connectors, use '--modified'. To select specific connectors,
-          pass one or or more `--name` args, e.g. '--name=source-faker --name=source-hardcoded-records'.
-        default: "--modified"
-      connection_id:
-        description: >
-          Connection ID. ID of the connection to test; use "auto" to let the
-          connection retriever choose a connection.
-        default: "auto"
-      streams:
-        description: >
-          (Optional) Streams. Which streams to include in tests.
-          If not set, these will be chosen automatically.
-        required: false
-        default: ""
-        type: string
-      should_read_with_state:
-        description: Whether to run tests against the read command with state
-        default: "true"
-        type: boolean
-      use_local_cdk:
-        description: Use the local CDK when building the target connector
-        default: "false"
-        type: boolean
-      disable_proxy:
-        description: Disable proxy for requests
-        default: "false"
-        type: boolean
-
-      # Workaround: GitHub currently supports a max of 10 inputs for workflow_dispatch events.
-      # We need to consolidate some inputs to stay within this limit.
-      # connection_subset:
-      #   description: The subset of connections to select from.
-      #   default: "sandboxes"
-      #   type: choice
-      #   options:
-      #     - sandboxes
-      #     - all
-
-jobs:
-  live_tests:
-    name: Live Tests
-    runs-on: linux-24.04-large # Custom runner, defined in GitHub org settings
-    timeout-minutes: 360 # 6 hours
-    steps:
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - name: Extract branch name [WORKFLOW DISPATCH]
-        shell: bash
-        if: github.event_name == 'workflow_dispatch'
-        run: echo "branch=${GITHUB_REF#refs/heads/}" >> $GITHUB_OUTPUT
-        id: extract_branch
-
-      - name: Install Poetry
-        id: install_poetry
-        uses: snok/install-poetry@76e04a911780d5b312d89783f7b1cd627778900a # v1.4.1
-        with:
-          version: 1.8.5
-
-      - name: Make poetry venv in project
-        id: poetry_venv
-        run: poetry config virtualenvs.in-project true
-
-      - name: Install Python packages
-        id: install_python_packages
-        working-directory: airbyte-ci/connectors/pipelines
-        run: poetry install
-
-      - name: Fetch last commit id from remote branch [WORKFLOW DISPATCH]
-        if: github.event_name == 'workflow_dispatch'
-        id: fetch_last_commit_id_wd
-        run: echo "commit_id=$(git rev-parse origin/${{ steps.extract_branch.outputs.branch }})" >> $GITHUB_OUTPUT
-
-      - name: Setup Stream Parameters
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if [ -z "${{ github.event.inputs.streams }}" ]; then
-            echo "STREAM_PARAMS=" >> $GITHUB_ENV
-          else
-            STREAMS=$(echo "${{ github.event.inputs.streams }}" | sed 's/,/ --connector_live_tests.selected-streams=/g')
-            echo "STREAM_PARAMS=--connector_live_tests.selected-streams=$STREAMS" >> $GITHUB_ENV
-          fi
-
-      - name: Setup Local CDK Flag
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if ${{ github.event.inputs.use_local_cdk }}; then
-            echo "USE_LOCAL_CDK_FLAG=--use-local-cdk" >> $GITHUB_ENV
-          else
-            echo "USE_LOCAL_CDK_FLAG=" >> $GITHUB_ENV
-          fi
-
-      - name: Setup State Flag
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if ${{ github.event.inputs.should_read_with_state }}; then
-            echo "READ_WITH_STATE_FLAG=--connector_live_tests.should-read-with-state" >> $GITHUB_ENV
-          else
-            echo "READ_WITH_STATE_FLAG=" >> $GITHUB_ENV
-          fi
-
-      - name: Setup Proxy Flag
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if ${{ github.event.inputs.disable_proxy }}; then
-            echo "DISABLE_PROXY_FLAG=--connector_live_tests.disable-proxy" >> $GITHUB_ENV
-          else
-            echo "DISABLE_PROXY_FLAG=" >> $GITHUB_ENV
-          fi
-
-      - name: Setup Connection Subset Option
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          echo "CONNECTION_SUBSET=--connector_live_tests.connection-subset=sandboxes" >> $GITHUB_ENV
-        # TODO: re-enable when we have resolved the more-than-10-inputs issue in workflow_dispatch.
-        # run: |
-        #   echo "CONNECTION_SUBSET=--connector_live_tests.connection-subset=${{ github.event.inputs.connection_subset }}" >> $GITHUB_ENV
-
-      # NOTE: We still use a PAT here (rather than a GitHub App) because the workflow needs
-      # permissions to add commits to our main repo as well as forks. This will only work on
-      # forks if the user installs the app into their fork. Until we document this as a clear
-      # path, we will have to keep using the PAT.
-      - name: Run Live Tests [WORKFLOW DISPATCH]
-        if: github.event_name == 'workflow_dispatch' # TODO: consider using the matrix strategy (https://docs.github.com/en/actions/using-jobs/using-a-matrix-for-your-jobs). See https://github.com/airbytehq/airbyte/pull/37659#discussion_r1583380234 for details.
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "manual"
-          dagger_cloud_token: ${{ secrets.DAGGER_CLOUD_TOKEN_CACHE_3 }}
-          docker_hub_password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-          docker_hub_username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          gcp_gsm_credentials: ${{ secrets.GCP_GSM_CREDENTIALS }}
-          gcp_integration_tester_credentials: ${{ secrets.GCLOUD_INTEGRATION_TESTER }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          git_branch: ${{ steps.extract_branch.outputs.branch }}
-          git_revision: ${{ steps.fetch_last_commit_id_pr.outputs.commit_id }}
-          github_token: ${{ secrets.GH_PAT_MAINTENANCE_OSS }}
-          s3_build_cache_access_key_id: ${{ secrets.SELF_RUNNER_AWS_ACCESS_KEY_ID }}
-          s3_build_cache_secret_key: ${{ secrets.SELF_RUNNER_AWS_SECRET_ACCESS_KEY }}
-          subcommand: connectors ${{ env.USE_LOCAL_CDK_FLAG }} ${{ inputs.connector_filter }} test --only-step connector_live_tests --connector_live_tests.test-suite=live --connector_live_tests.connection-id=${{ github.event.inputs.connection_id }} --connector_live_tests.pr-url="https://github.com/airbytehq/airbyte/pull/${{ github.event.inputs.pr }}" ${{ env.READ_WITH_STATE_FLAG }} ${{ env.DISABLE_PROXY_FLAG }} ${{ env.STREAM_PARAMS }} ${{ env.CONNECTION_SUBSET }}
diff --git a/.github/workflows/run-regression-tests-command.yml b/.github/workflows/run-regression-tests-command.yml
deleted file mode 100644
index 78dd5e0a74f0..000000000000
--- a/.github/workflows/run-regression-tests-command.yml
+++ /dev/null
@@ -1,315 +0,0 @@
-name: On-Demand Connector Regression Tests
-
-concurrency:
-  # This is the name of the concurrency group. It is used to prevent concurrent runs of the same workflow.
-  #
-  # - github.head_ref is only defined on PR runs, it makes sure that the concurrency group is unique for pull requests
-  #  ensuring that only one run per pull request is active at a time.
-  #
-  # - github.run_id is defined on all runs, it makes sure that the concurrency group is unique for workflow dispatches.
-  # This allows us to run multiple workflow dispatches in parallel.
-  group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
-  cancel-in-progress: true
-
-on:
-  workflow_dispatch:
-    inputs:
-      # Global static-arg inputs for slash commands
-      repo:
-        description: "The repository name"
-        required: false
-        default: "airbytehq/airbyte"
-        type: string
-      gitref:
-        description: "The git reference (branch or tag)"
-        required: false
-        type: string
-      comment-id:
-        description: "The ID of the comment triggering the workflow"
-        required: false
-        type: number
-      pr:
-        description: "The pull request number, if applicable"
-        required: false
-        type: number
-
-      # Workflow-specific inputs
-      connector_filter:
-        description: >
-          Connector filter. Will be passed to the `airbyte-ci connectors` command.
-          To select all modified connectors, use '--modified'. To select specific connectors,
-          pass one or or more `--name` args, e.g. '--name=source-faker --name=source-hardcoded-records'.
-        default: "--modified"
-      connection_id:
-        description: >
-          Connection ID. ID of the connection to test; use "auto" to let the
-          connection retriever choose a connection.
-        default: "auto"
-      streams:
-        description: >
-          (Optional) Streams. Which streams to include in tests.
-          If not set, these will be chosen automatically.
-        required: false
-        default: ""
-        type: string
-      should_read_with_state:
-        description: Whether to run tests against the read command with state
-        default: "true"
-        type: boolean
-      use_local_cdk:
-        description: Use the local CDK when building the target connector
-        default: "false"
-        type: boolean
-      disable_proxy:
-        description: Disable proxy for requests
-        default: "false"
-        type: boolean
-
-      # Workaround: GitHub currently supports a max of 10 inputs for workflow_dispatch events.
-      # We need to consolidate some inputs to stay within this limit.
-      # connection_subset:
-      #   description: The subset of connections to select from.
-      #   default: "sandboxes"
-      #   type: choice
-      #   options:
-      #     - sandboxes
-      #     - all
-      # control_version:
-      #   description: The version to use as a control version. This is useful when the version defined in the cloud registry does not have a lot of usage (either because a progressive rollout is underway or because a new version has just been released).
-      #   required: false
-      #   type: string
-
-jobs:
-  regression_tests:
-    name: Regression Tests
-    runs-on: linux-24.04-large # Custom runner, defined in GitHub org settings
-    timeout-minutes: 360 # 6 hours
-    permissions:
-      contents: read
-      pull-requests: write
-      issues: write
-    steps:
-      - name: Append start with run link
-        id: pr-comment-id
-        if: github.event_name == 'workflow_dispatch' && github.event.inputs.pr != ''
-        uses: peter-evans/create-or-update-comment@v4
-        with:
-          token: ${{ github.token }}
-          issue-number: ${{ github.event.inputs.pr }}
-          comment-id: ${{ github.event.inputs.comment-id }}
-          edit-mode: append
-          body: |
-            > Starting regression tests (filter: `${{ github.event.inputs.connector_filter || '--modified' }}`)
-            > Workflow run: [${{ github.run_id }}](${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }})
-
-      - name: Install Python
-        id: install_python
-        uses: actions/setup-python@7f4fc3e22c37d6ff65e88745f38bd3157c663f7c # v4.9.1
-        with:
-          python-version: "3.11"
-          check-latest: true
-          update-environment: true
-
-      - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
-      - name: Extract branch name [WORKFLOW DISPATCH]
-        shell: bash
-        if: github.event_name == 'workflow_dispatch'
-        run: echo "branch=${GITHUB_REF#refs/heads/}" >> $GITHUB_OUTPUT
-        id: extract_branch
-
-      - name: Install Poetry
-        id: install_poetry
-        uses: snok/install-poetry@76e04a911780d5b312d89783f7b1cd627778900a # v1.4.1
-        with:
-          version: 1.8.5
-
-      - name: Make poetry venv in project
-        id: poetry_venv
-        run: poetry config virtualenvs.in-project true
-
-      - name: Install Python packages
-        id: install_python_packages
-        working-directory: airbyte-ci/connectors/pipelines
-        run: poetry install
-
-      - name: Fetch last commit id from remote branch [WORKFLOW DISPATCH]
-        if: github.event_name == 'workflow_dispatch'
-        id: fetch_last_commit_id_wd
-        run: echo "commit_id=$(git rev-parse origin/${{ steps.extract_branch.outputs.branch }})" >> $GITHUB_OUTPUT
-
-      - name: Setup Stream Parameters
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if [ -z "${{ github.event.inputs.streams }}" ]; then
-            echo "STREAM_PARAMS=" >> $GITHUB_ENV
-          else
-            STREAMS=$(echo "${{ github.event.inputs.streams }}" | sed 's/,/ --connector_live_tests.selected-streams=/g')
-            echo "STREAM_PARAMS=--connector_live_tests.selected-streams=$STREAMS" >> $GITHUB_ENV
-          fi
-
-      - name: Setup Local CDK Flag
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if ${{ github.event.inputs.use_local_cdk }}; then
-            echo "USE_LOCAL_CDK_FLAG=--use-local-cdk" >> $GITHUB_ENV
-          else
-            echo "USE_LOCAL_CDK_FLAG=" >> $GITHUB_ENV
-          fi
-
-      - name: Setup State Flag
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if ${{ github.event.inputs.should_read_with_state }}; then
-            echo "READ_WITH_STATE_FLAG=--connector_live_tests.should-read-with-state" >> $GITHUB_ENV
-          else
-            echo "READ_WITH_STATE_FLAG=" >> $GITHUB_ENV
-          fi
-
-      - name: Setup Proxy Flag
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          if ${{ github.event.inputs.disable_proxy }}; then
-            echo "DISABLE_PROXY_FLAG=--connector_live_tests.disable-proxy" >> $GITHUB_ENV
-          else
-            echo "DISABLE_PROXY_FLAG=" >> $GITHUB_ENV
-          fi
-
-      - name: Setup Connection Subset Option
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          echo "CONNECTION_SUBSET=--connector_live_tests.connection-subset=sandboxes" >> $GITHUB_ENV
-        # TODO: re-enable when we have resolved the more-than-10-inputs issue in workflow_dispatch.
-        # run: |
-        #   echo "CONNECTION_SUBSET=--connector_live_tests.connection-subset=${{ github.event.inputs.connection_subset }}" >> $GITHUB_ENV
-
-      - name: Setup Control Version
-        if: github.event_name == 'workflow_dispatch'
-        run: |
-          echo "CONTROL_VERSION=" >> $GITHUB_ENV
-        # TODO: re-enable when we have resolved the more-than-10-inputs issue in workflow_dispatch.
-        # run: |
-        #   if [ -n "${{ github.event.inputs.control_version }}" ]; then
-        #     echo "CONTROL_VERSION=--connector_live_tests.control-version=${{ github.event.inputs.control_version }}" >> $GITHUB_ENV
-        #   else
-        #     echo "CONTROL_VERSION=" >> $GITHUB_ENV
-        #   fi
-
-      # NOTE: We still use a PAT here (rather than a GitHub App) because the workflow needs
-      # permissions to add commits to our main repo as well as forks. This will only work on
-      # forks if the user installs the app into their fork. Until we document this as a clear
-      # path, we will have to keep using the PAT.
-      - name: Run Regression Tests [WORKFLOW DISPATCH]
-        id: run-regression-tests
-        if: github.event_name == 'workflow_dispatch' # TODO: consider using the matrix strategy (https://docs.github.com/en/actions/using-jobs/using-a-matrix-for-your-jobs). See https://github.com/airbytehq/airbyte/pull/37659#discussion_r1583380234 for details.
-        uses: ./.github/actions/run-airbyte-ci
-        with:
-          context: "manual"
-          dagger_cloud_token: ${{ secrets.DAGGER_CLOUD_TOKEN_CACHE_3 }}
-          docker_hub_password: ${{ secrets.DOCKER_HUB_PASSWORD }}
-          docker_hub_username: ${{ secrets.DOCKER_HUB_USERNAME }}
-          gcp_gsm_credentials: ${{ secrets.GCP_GSM_CREDENTIALS }}
-          gcp_integration_tester_credentials: ${{ secrets.GCLOUD_INTEGRATION_TESTER }}
-          sentry_dsn: ${{ secrets.SENTRY_AIRBYTE_CI_DSN }}
-          git_branch: ${{ steps.extract_branch.outputs.branch }}
-          git_revision: ${{ steps.fetch_last_commit_id_pr.outputs.commit_id }}
-          github_token: ${{ secrets.GH_PAT_MAINTENANCE_OSS }}
-          s3_build_cache_access_key_id: ${{ secrets.SELF_RUNNER_AWS_ACCESS_KEY_ID }}
-          s3_build_cache_secret_key: ${{ secrets.SELF_RUNNER_AWS_SECRET_ACCESS_KEY }}
-          subcommand: connectors ${{ env.USE_LOCAL_CDK_FLAG }} ${{ inputs.connector_filter }} test --only-step connector_live_tests --connector_live_tests.test-suite=regression --connector_live_tests.connection-id=${{ github.event.inputs.connection_id }} --connector_live_tests.pr-url="https://github.com/airbytehq/airbyte/pull/${{ github.event.inputs.pr }}" ${{ env.READ_WITH_STATE_FLAG }} ${{ env.DISABLE_PROXY_FLAG }} ${{ env.STREAM_PARAMS }} ${{ env.CONNECTION_SUBSET }} ${{ env.CONTROL_VERSION }} --global-status-check-context="Regression Tests" --global-status-check-description='Running regression tests'
-
-      - name: Locate regression test report
-        if: always() && github.event_name == 'workflow_dispatch'
-        id: locate-report
-        run: |
-          # Find the most recent report.html file in /tmp/live_tests_artifacts/
-          REPORT_PATH=$(find /tmp/live_tests_artifacts -name "report.html" -type f -printf '%T@ %p\n' 2>/dev/null | sort -n | tail -1 | cut -f2- -d" ")
-          if [ -n "$REPORT_PATH" ]; then
-            echo "report_path=$REPORT_PATH" >> "$GITHUB_OUTPUT"
-            echo "Found report at: $REPORT_PATH"
-          else
-            echo "report_path=" >> "$GITHUB_OUTPUT"
-            echo "No report.html found in /tmp/live_tests_artifacts/"
-          fi
-
-      - name: Upload regression test report
-        if: always() && github.event_name == 'workflow_dispatch' && steps.locate-report.outputs.report_path != ''
-        uses: actions/upload-artifact@v4
-        with:
-          name: regression-test-report
-          path: ${{ steps.locate-report.outputs.report_path }}
-          if-no-files-found: ignore
-
-      - name: Append regression outcome
-        if: always() && github.event_name == 'workflow_dispatch' && github.event.inputs.pr != ''
-        uses: peter-evans/create-or-update-comment@v4
-        with:
-          token: ${{ github.token }}
-          comment-id: ${{ steps.pr-comment-id.outputs.comment-id }}
-          edit-mode: append
-          body: |
-            > Regression tests: ${{ steps.run-regression-tests.outcome == 'success' && '✅ PASSED' || steps.run-regression-tests.outcome == 'failure' && '❌ FAILED' || steps.run-regression-tests.outcome == 'cancelled' && '⚠️ CANCELLED' || steps.run-regression-tests.outcome == 'skipped' && '⏭️ SKIPPED' || '❓ UNKNOWN' }}
-            > Report: ${{ steps.locate-report.outputs.report_path != '' && 'artifact `regression-test-report` available in the run' || 'not generated' }}
-
-      - name: Install live-tests dependencies for LLM evaluation
-        if: always() && github.event_name == 'workflow_dispatch'
-        working-directory: airbyte-ci/connectors/live-tests
-        run: poetry install
-
-      - name: Install and Start Ollama
-        if: always() && github.event_name == 'workflow_dispatch'
-        run: |
-          curl -fsSL https://ollama.com/install.sh | sh
-          ollama serve &
-          sleep 5
-          ollama pull llama3.2:3b
-          echo "Ollama server started and model pulled"
-
-      - name: Evaluate Regression Test Report with LLM
-        if: always() && github.event_name == 'workflow_dispatch' && steps.locate-report.outputs.report_path != ''
-        id: llm-eval
-        continue-on-error: true
-        working-directory: airbyte-ci/connectors/live-tests
-        env:
-          OPENAI_API_KEY: ollama
-          OPENAI_BASE_URL: http://127.0.0.1:11434/v1
-          EVAL_MODEL: llama3.2:3b
-        run: |
-          set -u
-          echo "ran=false" >> "$GITHUB_OUTPUT"
-          echo "result=error" >> "$GITHUB_OUTPUT"
-
-          REPORT_PATH="${{ steps.locate-report.outputs.report_path }}"
-
-          if [ -z "$REPORT_PATH" ]; then
-            echo "Error: No report path provided from locate-report step" >&2
-            echo "## ⚠️ LLM Evaluation Skipped" >> "$GITHUB_STEP_SUMMARY"
-            echo "No regression test report found. The tests may have failed to generate a report." >> "$GITHUB_STEP_SUMMARY"
-            exit 1
-          fi
-
-          echo "Evaluating report at: $REPORT_PATH"
-
-          # Run the evaluation script
-          OUT_JSON="$RUNNER_TEMP/llm_eval.json"
-          poetry run python src/live_tests/regression_tests/llm_evaluation/evaluate_report.py \
-            --report-path "$REPORT_PATH" \
-            --output-json "$OUT_JSON"
-
-          # If we got here, script exit 0 and produced a judgment
-          PASS=$(jq -r '.evaluation.pass' "$OUT_JSON")
-          if [ "$PASS" = "true" ]; then RES="pass"; else RES="fail"; fi
-          echo "ran=true" >> "$GITHUB_OUTPUT"
-          echo "result=$RES" >> "$GITHUB_OUTPUT"
-
-      - name: Append LLM outcome
-        if: always() && github.event_name == 'workflow_dispatch' && github.event.inputs.pr != ''
-        env:
-          EVAL_MODEL: llama3.2:3b
-        uses: peter-evans/create-or-update-comment@v4
-        with:
-          token: ${{ github.token }}
-          comment-id: ${{ steps.pr-comment-id.outputs.comment-id }}
-          edit-mode: append
-          body: |
-            > LLM Evaluation: ${{ steps.llm-eval.outputs.ran == 'true' && (steps.llm-eval.outputs.result == 'pass' && '✅ PASS' || steps.llm-eval.outputs.result == 'fail' && '❌ FAIL' || '⚠️ ERROR') || '⚠️ Did not run' }}${{ steps.llm-eval.outputs.ran == 'true' && format(' (model: {0})', env.EVAL_MODEL) || '' }}
diff --git a/.github/workflows/slash-commands.yml b/.github/workflows/slash-commands.yml
index f38e748f32f0..b9ebf9ea52b2 100644
--- a/.github/workflows/slash-commands.yml
+++ b/.github/workflows/slash-commands.yml
@@ -9,7 +9,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -58,15 +58,16 @@ jobs:
 
           commands: |
             ai-canary-prerelease
-            ai-docs-review
             ai-create-docs-pr
+            ai-dev
+            ai-docs-review
             ai-prove-fix
             ai-release-watch
             ai-review
             approve-regression-tests
+            build-connector-images
             bump-progressive-rollout-version
             bump-version
-            build-connector-images
             force-merge
             format-fix
             poe
diff --git a/.github/workflows/stale-community-issues.yaml b/.github/workflows/stale-community-issues.yaml
index 2f1f95d07eea..f19f2827e65c 100644
--- a/.github/workflows/stale-community-issues.yaml
+++ b/.github/workflows/stale-community-issues.yaml
@@ -1,7 +1,9 @@
 name: Stale Issue action
 on:
+  workflow_dispatch:
   schedule:
-    - cron: "0 9 * * *"
+    - cron: "0 1 * * *"
+      timezone: "America/Los_Angeles"
 
 jobs:
   close-issues:
@@ -10,14 +12,15 @@ jobs:
       issues: write
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
           repositories: "airbyte"
           app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
           private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
-      - uses: actions/stale@f7176fd3007623b69d27091f9b9d4ab7995f0a06 # v5.2.1
+      - uses: actions/stale@b5d41d4d0e39afb4e3d58060a07f6fb1ce2caa77 # v10.2.0
+        id: stale
         with:
           any-of-labels: "community"
           exempt-issue-labels: "frozen"
@@ -33,3 +36,13 @@ jobs:
             To keep it open, please comment to let us know why it is important to you and if it is still reproducible on recent versions of Airbyte.
           close-issue-message: "This issue was closed because it has been inactive for 20 days since being marked as stale."
           repo-token: ${{ steps.get-app-token.outputs.token }}
+      - name: Write job summary
+        if: always()
+        run: |
+          echo "## Stale Community Issues Summary" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Staled Issues" >> $GITHUB_STEP_SUMMARY
+          echo "${{ steps.stale.outputs.staled-issues-prs }}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Closed Issues" >> $GITHUB_STEP_SUMMARY
+          echo "${{ steps.stale.outputs.closed-issues-prs }}" >> $GITHUB_STEP_SUMMARY
diff --git a/.github/workflows/stale-routed-issues.yaml b/.github/workflows/stale-routed-issues.yaml
index 0d3201cf4aba..da0e6f3b3dab 100644
--- a/.github/workflows/stale-routed-issues.yaml
+++ b/.github/workflows/stale-routed-issues.yaml
@@ -1,7 +1,9 @@
 name: Stale issue action
 on:
+  workflow_dispatch:
   schedule:
-    - cron: "* 8 * * *"
+    - cron: "0 2 * * *"
+      timezone: "America/Los_Angeles"
 
 jobs:
   close-issues:
@@ -11,14 +13,15 @@ jobs:
       pull-requests: write
     steps:
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@67018539274d69449ef7c02e8e71183d1719ab42 # v2.1.4
+        uses: actions/create-github-app-token@f8d387b68d61c58ab83c6c016672934102569859 # v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
           repositories: "airbyte"
           app-id: ${{ secrets.OCTAVIA_BOT_APP_ID }}
           private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
-      - uses: actions/stale@f7176fd3007623b69d27091f9b9d4ab7995f0a06 # v5.2.1
+      - uses: actions/stale@b5d41d4d0e39afb4e3d58060a07f6fb1ce2caa77 # v10.2.0
+        id: stale
         with:
           any-of-labels: "frozen"
           days-before-issue-stale: 365
@@ -31,3 +34,13 @@ jobs:
             To keep it open, please comment to let us know why it is important to you and if it is still reproducible on recent versions of Airbyte.
           close-issue-message: "This issue was closed because it has been inactive for 20 days since being marked as stale."
           repo-token: ${{ steps.get-app-token.outputs.token }}
+      - name: Write job summary
+        if: always()
+        run: |
+          echo "## Stale Routed Issues Summary" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Staled Issues" >> $GITHUB_STEP_SUMMARY
+          echo "${{ steps.stale.outputs.staled-issues-prs }}" >> $GITHUB_STEP_SUMMARY
+          echo "" >> $GITHUB_STEP_SUMMARY
+          echo "### Closed Issues" >> $GITHUB_STEP_SUMMARY
+          echo "${{ steps.stale.outputs.closed-issues-prs }}" >> $GITHUB_STEP_SUMMARY
diff --git a/.github/workflows/sync-ai-connector-docs.yml b/.github/workflows/sync-ai-connector-docs.yml
index c98f6ddbad35..e52ca1a25283 100644
--- a/.github/workflows/sync-ai-connector-docs.yml
+++ b/.github/workflows/sync-ai-connector-docs.yml
@@ -10,10 +10,10 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout airbyte repo
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Checkout airbyte-agent-connectors
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           repository: airbytehq/airbyte-agent-connectors
           path: agent-connectors-source
@@ -48,7 +48,7 @@ jobs:
         run: rm -rf agent-connectors-source
 
       - name: Authenticate as GitHub App
-        uses: actions/create-github-app-token@v2
+        uses: actions/create-github-app-token@v3.0.0
         id: get-app-token
         with:
           owner: "airbytehq"
@@ -57,7 +57,7 @@ jobs:
           private-key: ${{ secrets.OCTAVIA_BOT_PRIVATE_KEY }}
 
       - name: Create PR if changes
-        uses: peter-evans/create-pull-request@0979079bc20c05bbbb590a56c21c4e2b1d1f1bbe # v6
+        uses: peter-evans/create-pull-request@c0f553fe549906ede9cf27b5156039d195d2ece0 # v8.1.0
         with:
           token: ${{ steps.get-app-token.outputs.token }}
           commit-message: "docs: sync agent connector docs from airbyte-agent-connectors repo"
diff --git a/.github/workflows/tk-todo-check.yml b/.github/workflows/tk-todo-check.yml
index 61905fab1577..317ff9845273 100644
--- a/.github/workflows/tk-todo-check.yml
+++ b/.github/workflows/tk-todo-check.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout code
-        uses: actions/checkout@v4
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Check for TK-TODO markers # IGNORE:TK
         uses: aaronsteers/tk-todo-check-action@v1.0.0 # IGNORE:TK
diff --git a/.github/workflows/update-connector-cdk-version-command.yml b/.github/workflows/update-connector-cdk-version-command.yml
index f214b8e26a56..bf161e900d45 100644
--- a/.github/workflows/update-connector-cdk-version-command.yml
+++ b/.github/workflows/update-connector-cdk-version-command.yml
@@ -44,7 +44,7 @@ jobs:
             > Update CDK version job started for `${{ github.event.inputs.connector }}`. Check the [job logs](${{ steps.resolve-job-vars.outputs.run-url }}) for details.
 
       - name: Checkout Airbyte
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
         with:
           submodules: true # Needed for airbyte-enterprise connectors (no-op otherwise)
 
@@ -71,13 +71,13 @@ jobs:
           fi
 
       - name: Setup Java
-        uses: actions/setup-java@c5195efecf7bdfc987ee8bae7a71cb8b11521c00 # v4.7.1
+        uses: actions/setup-java@be666c2fcd27ec809703dec50e508c2fdc7f6654 # v5.2.0
         with:
           distribution: "zulu"
           java-version: "21"
 
       - name: Setup Gradle
-        uses: gradle/actions/setup-gradle@748248ddd2a24f49513d8f472f81c3a07d4d50e1 # v4.4.4
+        uses: gradle/actions/setup-gradle@0723195856401067f7a2779048b490ace7a47d7c # v5.0.2
 
       - name: Run CDK upgrade
         run: ./gradlew ":airbyte-integrations:connectors:${{ github.event.inputs.connector }}:upgradeCdk"
diff --git a/.github/workflows/welcome-message.yml b/.github/workflows/welcome-message.yml
index 52dcb64be7d8..40ed67c97506 100644
--- a/.github/workflows/welcome-message.yml
+++ b/.github/workflows/welcome-message.yml
@@ -28,7 +28,7 @@ jobs:
     runs-on: ubuntu-24.04
     steps:
       - name: Checkout repository
-        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
 
       - name: Render template
         id: template
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 1170125df75e..0c04d32b0d77 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,11 +13,6 @@ exclude: |
     ^.*?/source-amplitude/unit_tests/api_data/zipped\.json$|
 
     # Generated/test files
-    ^airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/.*$|
-    ^.*?/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/.*/invalid/.*$|
-    ^airbyte-ci/connectors/metadata_service/lib/tests/fixtures/.*/invalid/.*$|
-    ^.*?/airbyte-ci/connectors/pipelines/tests/test_format/non_formatted_code/.*$|
-    ^airbyte-ci/connectors/pipelines/tests/test_format/non_formatted_code/.*$|
     ^.*?/airbyte-integrations/connectors/destination-.*/expected-spec\.json$
   )
 
diff --git a/.prettierignore b/.prettierignore
index 53f0d6eb2221..a76db7a610d6 100644
--- a/.prettierignore
+++ b/.prettierignore
@@ -1,6 +1,4 @@
 airbyte-integrations/bases/base-normalization/integration_tests/normalization_test_output
-airbyte-ci/connectors/pipelines/tests/test_changelog/result_files
-airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs
 airbyte-integrations/connectors/destination-*/src/test-integration/resources/expected-spec*.json
 airbyte-integrations/connectors/destination-*/src/test-integration/resources/golden_files/**/*.json
 airbyte-cdk/bulk/*/*/src/test-integration/resources/expected-spec-*.json
diff --git a/Makefile b/Makefile
index 40be4473fadf..db03fa8a6f70 100644
--- a/Makefile
+++ b/Makefile
@@ -1,25 +1,8 @@
 ##@ Makefile
 
-##@ Define the default airbyte-ci version
-AIRBYTE_CI_VERSION ?= latest
-
 ## Detect the operating system
 OS := $(shell uname)
 
-tools.airbyte-ci.install: tools.airbyte-ci.clean tools.airbyte-ci-binary.install tools.airbyte-ci.check
-
-tools.airbyte-ci-binary.install: ## Install airbyte-ci binary
-	@python airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_install.py ${AIRBYTE_CI_VERSION}
-
-tools.airbyte-ci-dev.install: ## Install the local development version of airbyte-ci
-	@python airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_dev_install.py
-
-tools.airbyte-ci.check: ## Check if airbyte-ci is installed correctly
-	@./airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_check.sh
-
-tools.airbyte-ci.clean: ## Clean airbyte-ci installations
-	@./airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_clean.sh
-
 tools.git-hooks.clean: ## Clean git hooks
 	@echo "Unset core.hooksPath"
 	@git config --unset core.hooksPath || true
@@ -39,14 +22,14 @@ tools.pre-commit.install.Darwin:
 	@brew install pre-commit maven
 	@echo "Pre-commit installation complete"
 
-tools.git-hooks.install: tools.airbyte-ci.install tools.pre-commit.install.$(OS) tools.git-hooks.clean ## Setup pre-commit hooks
+tools.git-hooks.install: tools.pre-commit.install.$(OS) tools.git-hooks.clean ## Setup pre-commit hooks
 	@echo "Installing pre-commit hooks..."
 	@pre-commit install --hook-type pre-push
 	@echo "Pre-push hooks installed."
 
-tools.install: tools.airbyte-ci.install tools.pre-commit.install.$(OS)
+tools.install: tools.pre-commit.install.$(OS)
 
 version.bulk.cdk:
 	@echo "Latest version of the Bulk CDK is $(shell curl -k --silent "https://airbyte.mycloudrepo.io/public/repositories/airbyte-public-jars/io/airbyte/bulk-cdk/bulk-cdk-core-load/maven-metadata.xml" | sed -ne 's:.*<latest>\(.*\)</latest>:\1:p')"
 
-.PHONY: tools.install tools.pre-commit.install tools.git-hooks.install tools.git-hooks.clean tools.airbyte-ci.install tools.airbyte-ci-dev.install tools.airbyte-ci.check tools.airbyte-ci.clean
+.PHONY: tools.install tools.pre-commit.install tools.git-hooks.install tools.git-hooks.clean
diff --git a/airbyte-cdk/bulk/core/base/changelog.md b/airbyte-cdk/bulk/core/base/changelog.md
index b535f521667c..8408984e522d 100644
--- a/airbyte-cdk/bulk/core/base/changelog.md
+++ b/airbyte-cdk/bulk/core/base/changelog.md
@@ -1,3 +1,7 @@
+## Version 1.0.2
+
+Improved null handling for array types.
+
 ## Version 1.0.1
 
 Bump transitive deps with CVEs in unmaintained json schema lib (mbknor-jackson-jsonschema): upgrade classgraph to 4.8.112 (CVE-2021-47621, XXE) and scala-library to 2.13.9 (CVE-2022-36944, deserialization gadget chain).
diff --git a/airbyte-cdk/bulk/core/base/src/main/kotlin/io/airbyte/cdk/data/JsonCodec.kt b/airbyte-cdk/bulk/core/base/src/main/kotlin/io/airbyte/cdk/data/JsonCodec.kt
index 6d5c1079b39c..9732149b4c1b 100644
--- a/airbyte-cdk/bulk/core/base/src/main/kotlin/io/airbyte/cdk/data/JsonCodec.kt
+++ b/airbyte-cdk/bulk/core/base/src/main/kotlin/io/airbyte/cdk/data/JsonCodec.kt
@@ -2,6 +2,7 @@
 package io.airbyte.cdk.data
 
 import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.NullNode
 import io.airbyte.cdk.util.Jsons
 import java.math.BigDecimal
 import java.net.URI
@@ -187,7 +188,9 @@ data object FloatCodec : JsonCodec<Float> {
         }
         val decoded: Float = encoded.floatValue()
         if (encode(decoded).doubleValue().compareTo(encoded.doubleValue()) != 0) {
-            throw IllegalArgumentException("invalid IEEE-754 32-bit floating point value $encoded")
+            throw IllegalArgumentException(
+                "invalid IEEE-754 32-bit floating point value $encoded (type ${encoded.javaClass.canonicalName})"
+            )
         }
         return decoded
     }
@@ -367,18 +370,23 @@ data class ArrayEncoder<T>(
     override fun encode(decoded: List<T>): JsonNode =
         Jsons.arrayNode().apply {
             for (e in decoded) {
-                add(elementEncoder.encode(e))
+                // Note: in generics, T can be nullable!
+                if (e == null) add(NullCodec.encode(e)) else add(elementEncoder.encode(e))
             }
         }
 }
 
 data class ArrayDecoder<T>(
     val elementDecoder: JsonDecoder<T>,
-) : JsonDecoder<List<T>> {
-    override fun decode(encoded: JsonNode): List<T> {
+) : JsonDecoder<List<T?>> {
+    override fun decode(encoded: JsonNode): List<T?> {
         if (!encoded.isArray) {
             throw IllegalArgumentException("invalid array value $encoded")
         }
-        return encoded.elements().asSequence().map { elementDecoder.decode(it) }.toList()
+        return encoded
+            .elements()
+            .asSequence()
+            .map { if (it == null || it is NullNode) null else elementDecoder.decode(it) }
+            .toList()
     }
 }
diff --git a/airbyte-cdk/bulk/core/base/version.properties b/airbyte-cdk/bulk/core/base/version.properties
index 47a478aeda9f..325db2cfb7dc 100644
--- a/airbyte-cdk/bulk/core/base/version.properties
+++ b/airbyte-cdk/bulk/core/base/version.properties
@@ -1 +1 @@
-version=1.0.1
+version=1.0.2
diff --git a/airbyte-cdk/bulk/core/extract/build.gradle b/airbyte-cdk/bulk/core/extract/build.gradle
index fd6d04516f5e..1e6c78af7601 100644
--- a/airbyte-cdk/bulk/core/extract/build.gradle
+++ b/airbyte-cdk/bulk/core/extract/build.gradle
@@ -1,7 +1,8 @@
 dependencies {
-    api "io.airbyte.bulk-cdk:bulk-cdk-core-base:1.0.1"
+    api "io.airbyte.bulk-cdk:bulk-cdk-core-base:1.0.2"
     implementation 'org.apache.commons:commons-lang3:3.17.0'
     implementation 'hu.webarticum:tree-printer:3.2.1'
 
+    // TODO: Use a published version. Use a variable to share the version with the api dependency.
     testFixturesApi testFixtures(project(':airbyte-cdk:bulk:core:bulk-cdk-core-base'))
 }
diff --git a/airbyte-cdk/bulk/core/extract/changelog.md b/airbyte-cdk/bulk/core/extract/changelog.md
index 38ebc0142fbf..51edb94df628 100644
--- a/airbyte-cdk/bulk/core/extract/changelog.md
+++ b/airbyte-cdk/bulk/core/extract/changelog.md
@@ -7,11 +7,13 @@ The Extract CDK provides functionality for source connectors including schema di
 <details>
   <summary>Expand to review</summary>
 
-| Version | Date       | Pull Request | Subject                                                                                                                                                           |
-|---------|------------|--------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 1.0.2   | 2026-02-24 | [74007](https://github.com/airbytehq/airbyte/pull/74007) | Fix infinite loop when cursor-based incremental sync encounters an empty table with prior state by caching NULL cursor upper bound values (toolkit). |
-| 1.0.1   | 2026-02-24 | | Bump bulk-cdk-core-base to 1.0.1 to pick up CVE fixes (CVE-2021-47621, CVE-2022-36944). |
-| 1.0.0   | 2026-02-02 | [#72376](https://github.com/airbytehq/airbyte/pull/72376) | Initial independent release of bulk-cdk-core-extract. Separate versioning for extract package begins. |
+| Version | Date       | Pull Request                                              | Subject                                                                                                                                              |
+|---------|------------|-----------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 1.1.1   | 2026-04-02 | [76054](https://github.com/airbytehq/airbyte/pull/76054)  | Clarified CDC termination condition. Ensure querySingleValue returns one result or throws.                                                           |
+| 1.1.0   | 2026-03-30 | [75636](https://github.com/airbytehq/airbyte/pull/75636)  | CDC positions are partially ordered. Added optional CDC startup hook. Field is now EmittedField.                                                     |
+| 1.0.2   | 2026-02-24 | [74007](https://github.com/airbytehq/airbyte/pull/74007)  | Fix infinite loop when cursor-based incremental sync encounters an empty table with prior state by caching NULL cursor upper bound values (toolkit). |
+| 1.0.1   | 2026-02-24 |                                                           | Bump bulk-cdk-core-base to 1.0.1 to pick up CVE fixes (CVE-2021-47621, CVE-2022-36944).                                                              |
+| 1.0.0   | 2026-02-02 | [#72376](https://github.com/airbytehq/airbyte/pull/72376) | Initial independent release of bulk-cdk-core-extract. Separate versioning for extract package begins.                                                |
 
 </details>
 
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoverOperation.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoverOperation.kt
index 11828abb1fbf..e236ef5b7183 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoverOperation.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoverOperation.kt
@@ -28,7 +28,7 @@ class DiscoverOperation(
                 listOf<String?>(null) + metadataQuerier.streamNamespaces()
             for (namespace in namespaces) {
                 for (streamID in metadataQuerier.streamNames(namespace)) {
-                    val fields: List<Field> = metadataQuerier.fields(streamID)
+                    val fields: List<EmittedField> = metadataQuerier.fields(streamID)
                     if (fields.isEmpty()) {
                         log.info {
                             "Ignoring stream '${streamID.name}' in '${namespace ?: ""}' because no fields were discovered."
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoveredStream.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoveredStream.kt
index ec22807fb60a..b295705670a5 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoveredStream.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/DiscoveredStream.kt
@@ -8,6 +8,6 @@ import io.airbyte.cdk.StreamIdentifier
 
 data class DiscoveredStream(
     val id: StreamIdentifier,
-    val columns: List<Field>,
+    val columns: List<EmittedField>,
     val primaryKeyColumnIDs: List<List<String>>,
 )
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/Field.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/Field.kt
index 6fa15b4f20ab..1a64a82df34d 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/Field.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/Field.kt
@@ -13,11 +13,16 @@ import io.airbyte.cdk.data.OffsetDateTimeCodec
 import java.time.OffsetDateTime
 
 /** Internal equivalent of a [io.airbyte.protocol.models.Field]. */
-sealed interface FieldOrMetaField {
+sealed interface DataOrMetaField {
     val id: String
     val type: FieldType
 }
 
+@Deprecated(
+    message = "Use `DataOrMetaField` directly instead.",
+    replaceWith = ReplaceWith("DataOrMetaField")
+)
+typealias FieldOrMetaField = DataOrMetaField
 /**
  * Root of our own type hierarchy for Airbyte record fields.
  *
@@ -40,20 +45,32 @@ interface LosslessFieldType : FieldType {
     val jsonDecoder: JsonDecoder<*>
 }
 
+interface DataField : DataOrMetaField
+
+@Deprecated(
+    message = "Use `EmittedField` directly instead.",
+    replaceWith = ReplaceWith("EmittedField")
+)
+typealias Field = EmittedField
 /**
  * Internal equivalent of [io.airbyte.protocol.models.Field] for values which come from the source
  * itself, instead of being generated by the connector during its operation.
  */
-data class Field(
+data class EmittedField(
+    override val id: String,
+    override val type: FieldType,
+) : DataField
+
+data class NonEmittedField(
     override val id: String,
     override val type: FieldType,
-) : FieldOrMetaField
+) : DataField
 
 /**
  * Internal equivalent of [io.airbyte.protocol.models.Field] for values which are generated by the
  * connector itself during its operation, instead of coming from the source.
  */
-interface MetaField : FieldOrMetaField {
+interface MetaField : DataOrMetaField {
     companion object {
         const val META_PREFIX = "_ab_"
 
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetaFieldDecorator.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetaFieldDecorator.kt
index 5b436f87ee65..1c62ec4b9812 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetaFieldDecorator.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetaFieldDecorator.kt
@@ -15,7 +15,7 @@ import java.time.OffsetDateTime
 interface MetaFieldDecorator {
 
     /** [MetaField] to use as a global cursor, if applicable. */
-    val globalCursor: FieldOrMetaField?
+    val globalCursor: DataOrMetaField?
 
     /**
      * All [MetaField]s to be found in [Global] stream records.
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetadataQuerier.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetadataQuerier.kt
index 83d6f2e0e331..36258750a612 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetadataQuerier.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/discover/MetadataQuerier.kt
@@ -14,7 +14,7 @@ interface MetadataQuerier : AutoCloseable {
     fun streamNames(streamNamespace: String?): List<StreamIdentifier>
 
     /** Returns all available fields in the given stream. */
-    fun fields(streamID: StreamIdentifier): List<Field>
+    fun fields(streamID: StreamIdentifier): List<EmittedField>
 
     /** Returns the primary key for the given stream, if it exists; empty list otherwise. */
     fun primaryKey(streamID: StreamIdentifier): List<List<String>>
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/NativeRecord.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/NativeRecord.kt
index 593e68c22554..4420eec3277a 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/NativeRecord.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/NativeRecord.kt
@@ -10,11 +10,12 @@ import io.airbyte.cdk.data.ArrayEncoder
 import io.airbyte.cdk.data.BigDecimalIntegerCodec
 import io.airbyte.cdk.data.ByteCodec
 import io.airbyte.cdk.data.CdcOffsetDateTimeCodec
+import io.airbyte.cdk.data.JsonCodec
 import io.airbyte.cdk.data.JsonEncoder
 import io.airbyte.cdk.data.NullCodec
 import io.airbyte.cdk.data.OffsetDateTimeCodec
 import io.airbyte.cdk.data.UrlCodec
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
 import io.airbyte.cdk.protocol.AirbyteValueProtobufEncoder
 import io.airbyte.cdk.util.Jsons
 import io.airbyte.protocol.protobuf.AirbyteRecordMessage
@@ -43,6 +44,10 @@ fun NativeRecordPayload.toJson(parentNode: ObjectNode = Jsons.objectNode()): Obj
     return parentNode
 }
 
+interface ProtobufAwareCustomConnectorJsonCodec<T> : JsonCodec<T> {
+    fun valueForProtobufEncoding(v: T): Any?
+}
+
 /**
  * Transforms a field value into a protobuf-compatible representation. Handles special conversions
  * for types that need preprocessing before protobuf encoding, such as ByteBuffer -> Base64 String,
@@ -57,13 +62,17 @@ fun <R> valueForProtobufEncoding(fve: FieldValueEncoder<R>): Any? {
             is CdcOffsetDateTimeCodec ->
                 (value as OffsetDateTime).format(OffsetDateTimeCodec.formatter)
             is ArrayEncoder<*> -> fve.encode().toString()
+            is ProtobufAwareCustomConnectorJsonCodec<*> ->
+                (fve.jsonEncoder as ProtobufAwareCustomConnectorJsonCodec).valueForProtobufEncoding(
+                    value
+                )
             else -> value
         }
     }
 }
 
 fun NativeRecordPayload.toProtobuf(
-    schema: Set<FieldOrMetaField>,
+    schema: Set<DataOrMetaField>,
     recordMessageBuilder: AirbyteRecordMessageProtobuf.Builder,
     valueBuilder: AirbyteRecordMessage.AirbyteValueProtobuf.Builder
 ): AirbyteRecordMessageProtobuf.Builder {
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/OutputMessageRouter.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/OutputMessageRouter.kt
index 1e1772688e81..ab1cc72a319a 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/OutputMessageRouter.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/output/OutputMessageRouter.kt
@@ -6,7 +6,7 @@ package io.airbyte.cdk.output
 
 import edu.umd.cs.findbugs.annotations.SuppressFBWarnings
 import io.airbyte.cdk.StreamIdentifier
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.output.sockets.NativeRecordPayload
 import io.airbyte.cdk.output.sockets.SocketJsonOutputConsumer
 import io.airbyte.cdk.output.sockets.SocketProtobufOutputConsumer
@@ -40,7 +40,7 @@ class OutputMessageRouter(
         Map<StreamIdentifier, FeedBootstrap<*>.ProtoEfficientStreamRecordConsumer>
     private lateinit var simpleEfficientStreamConsumers: Map<StreamIdentifier, StreamRecordConsumer>
     var recordAcceptors:
-        Map<StreamIdentifier, (NativeRecordPayload, Map<Field, FieldValueChange>?) -> Unit>
+        Map<StreamIdentifier, (NativeRecordPayload, Map<EmittedField, FieldValueChange>?) -> Unit>
 
     init {
         when (recordsDataChannelMedium) {
@@ -64,7 +64,7 @@ class OutputMessageRouter(
                                     it.key to
                                         {
                                             record: NativeRecordPayload,
-                                            changes: Map<Field, FieldValueChange>? ->
+                                            changes: Map<EmittedField, FieldValueChange>? ->
                                             it.value.accept(record, changes)
                                         }
                                 }
@@ -90,7 +90,7 @@ class OutputMessageRouter(
                                     it.key to
                                         {
                                             record: NativeRecordPayload,
-                                            changes: Map<Field, FieldValueChange>? ->
+                                            changes: Map<EmittedField, FieldValueChange>? ->
                                             it.value.accept(record, changes)
                                         }
                                 }
@@ -106,7 +106,7 @@ class OutputMessageRouter(
                             it.key to
                                 {
                                     record: NativeRecordPayload,
-                                    changes: Map<Field, FieldValueChange>? ->
+                                    changes: Map<EmittedField, FieldValueChange>? ->
                                     it.value.accept(record, changes)
                                 }
                         }
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/Feed.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/Feed.kt
index d921a7456d9e..ccbd773abcdd 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/Feed.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/Feed.kt
@@ -2,8 +2,8 @@
 package io.airbyte.cdk.read
 
 import io.airbyte.cdk.StreamIdentifier
-import io.airbyte.cdk.discover.Field
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.EmittedField
 
 /**
  * [Feed] identifies part of the data consumed during a READ operation.
@@ -30,10 +30,10 @@ data class Global(
  */
 data class Stream(
     val id: StreamIdentifier,
-    val schema: Set<FieldOrMetaField>,
+    val schema: Set<DataOrMetaField>,
     val configuredSyncMode: ConfiguredSyncMode,
-    val configuredPrimaryKey: List<Field>?,
-    val configuredCursor: FieldOrMetaField?,
+    val configuredPrimaryKey: List<EmittedField>?,
+    val configuredCursor: DataOrMetaField?,
 ) : Feed {
     val name: String
         get() = id.name
@@ -44,8 +44,8 @@ data class Stream(
     override val label: String
         get() = id.toString()
 
-    val fields: List<Field>
-        get() = schema.filterIsInstance<Field>()
+    val fields: List<EmittedField>
+        get() = schema.filterIsInstance<EmittedField>()
 }
 
 /** List of [Stream]s this [Feed] emits records for. */
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/FeedBootstrap.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/FeedBootstrap.kt
index 20026ab07feb..3377b177e18b 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/FeedBootstrap.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/FeedBootstrap.kt
@@ -8,7 +8,7 @@ import com.fasterxml.jackson.databind.JsonNode
 import com.fasterxml.jackson.databind.node.ObjectNode
 import io.airbyte.cdk.StreamIdentifier
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.MetaFieldDecorator
 import io.airbyte.cdk.output.DataChannelFormat
 import io.airbyte.cdk.output.DataChannelMedium
@@ -116,13 +116,13 @@ sealed class FeedBootstrap<T : Feed>(
 
         override fun accept(
             recordData: NativeRecordPayload,
-            changes: Map<Field, FieldValueChange>?
+            changes: Map<EmittedField, FieldValueChange>?
         ) {
             if (changes.isNullOrEmpty()) {
                 acceptWithoutChanges(recordData.toJson())
             } else {
                 val protocolChanges: List<AirbyteRecordMessageMetaChange> =
-                    changes.map { (field: Field, fieldValueChange: FieldValueChange) ->
+                    changes.map { (field: EmittedField, fieldValueChange: FieldValueChange) ->
                         AirbyteRecordMessageMetaChange()
                             .withField(field.id)
                             .withChange(fieldValueChange.protocolChange())
@@ -230,7 +230,7 @@ sealed class FeedBootstrap<T : Feed>(
         val valueVBuilder = AirbyteValueProtobuf.newBuilder()!!
         override fun accept(
             recordData: NativeRecordPayload,
-            changes: Map<Field, FieldValueChange>?
+            changes: Map<EmittedField, FieldValueChange>?
         ) {
             if (changes.isNullOrEmpty()) {
                 acceptWithoutChanges(
@@ -240,7 +240,7 @@ sealed class FeedBootstrap<T : Feed>(
                 val rm = AirbyteRecordMessageMetaOuterClass.AirbyteRecordMessageMeta.newBuilder()
                 val c =
                     AirbyteRecordMessageMetaOuterClass.AirbyteRecordMessageMetaChange.newBuilder()
-                changes.forEach { (field: Field, fieldValueChange: FieldValueChange) ->
+                changes.forEach { (field: EmittedField, fieldValueChange: FieldValueChange) ->
                     c.clear()
                         .setField(field.id)
                         .setChange(fieldValueChange.protobufChange())
@@ -493,7 +493,7 @@ interface StreamRecordConsumer {
 
     val stream: Stream
 
-    fun accept(recordData: NativeRecordPayload, changes: Map<Field, FieldValueChange>?)
+    fun accept(recordData: NativeRecordPayload, changes: Map<EmittedField, FieldValueChange>?)
     fun close()
 }
 
diff --git a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/StateManagerFactory.kt b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/StateManagerFactory.kt
index e378c8036d3a..7fc4d70dcab3 100644
--- a/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/StateManagerFactory.kt
+++ b/airbyte-cdk/bulk/core/extract/src/main/kotlin/io/airbyte/cdk/read/StateManagerFactory.kt
@@ -14,8 +14,8 @@ import io.airbyte.cdk.command.StreamInputState
 import io.airbyte.cdk.data.AirbyteSchemaType
 import io.airbyte.cdk.data.ArrayAirbyteSchemaType
 import io.airbyte.cdk.data.LeafAirbyteSchemaType
-import io.airbyte.cdk.discover.Field
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.MetaField
 import io.airbyte.cdk.discover.MetaFieldDecorator
 import io.airbyte.cdk.discover.MetadataQuerier
@@ -197,16 +197,16 @@ class StateManagerFactory(
             jsonSchemaProperties.properties().associate { (id: String, schema: JsonNode) ->
                 id to airbyteTypeFromJsonSchema(schema)
             }
-        val actualDataColumns: Map<String, Field> =
+        val actualDataColumns: Map<String, EmittedField> =
             metadataQuerier.fields(streamID).associateBy { it.id }
 
-        fun dataColumnOrNull(id: String): Field? {
+        fun dataColumnOrNull(id: String): EmittedField? {
             if (MetaField.isMetaFieldID(id)) {
                 // Ignore airbyte metadata columns.
                 // These aren't actually present in the table.
                 return null
             }
-            val actualColumn: Field? = actualDataColumns[id]
+            val actualColumn: EmittedField? = actualDataColumns[id]
             if (actualColumn == null) {
                 handler.accept(FieldNotFound(streamID, id))
                 return null
@@ -226,7 +226,7 @@ class StateManagerFactory(
             }
             return actualColumn
         }
-        val streamFields: List<Field> =
+        val streamFields: List<EmittedField> =
             expectedSchema.keys.toList().filterNot(MetaField::isMetaFieldID).map {
                 dataColumnOrNull(it) ?: return@toStream null
             }
@@ -241,13 +241,13 @@ class StateManagerFactory(
             return null
         }
 
-        fun pkOrNull(pkColumnIDComponents: List<List<String>>): List<Field>? {
+        fun pkOrNull(pkColumnIDComponents: List<List<String>>): List<EmittedField>? {
             if (pkColumnIDComponents.isEmpty()) {
                 return null
             }
             val pkColumnIDs: List<String> =
                 pkColumnIDComponents.map { it.joinToString(separator = ".") }
-            val pk: List<Field> = pkColumnIDs.mapNotNull(::dataColumnOrNull)
+            val pk: List<EmittedField> = pkColumnIDs.mapNotNull(::dataColumnOrNull)
             if (pk.size < pkColumnIDComponents.size) {
                 handler.accept(InvalidPrimaryKey(streamID, pkColumnIDs))
                 return null
@@ -255,7 +255,7 @@ class StateManagerFactory(
             return pk
         }
 
-        fun cursorOrNull(cursorColumnIDComponents: List<String>): FieldOrMetaField? {
+        fun cursorOrNull(cursorColumnIDComponents: List<String>): DataOrMetaField? {
             if (cursorColumnIDComponents.isEmpty()) {
                 return null
             }
@@ -265,14 +265,15 @@ class StateManagerFactory(
             }
             return dataColumnOrNull(cursorColumnID)
         }
-        val configuredPrimaryKey: List<Field>? =
+        val configuredPrimaryKey: List<EmittedField>? =
             configuredStream.primaryKey?.asSequence()?.let { pkOrNull(it.toList()) }
-        val configuredCursor: FieldOrMetaField? =
+        val configuredCursor: DataOrMetaField? =
             configuredStream.cursorField?.asSequence()?.let { cursorOrNull(it.toList()) }
+        val sourceDefinedCursor = configuredStream.stream.sourceDefinedCursor
         val configuredSyncMode: ConfiguredSyncMode =
             when (configuredStream.syncMode) {
                 SyncMode.INCREMENTAL ->
-                    if (configuredCursor == null) {
+                    if (configuredCursor == null && sourceDefinedCursor.not()) {
                         handler.accept(InvalidIncrementalSyncMode(streamID))
                         ConfiguredSyncMode.FULL_REFRESH
                     } else {
diff --git a/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/output/sockets/NativeRecordProtobufEncoderTest.kt b/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/output/sockets/NativeRecordProtobufEncoderTest.kt
index 73667ba0221a..313ae5aca566 100644
--- a/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/output/sockets/NativeRecordProtobufEncoderTest.kt
+++ b/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/output/sockets/NativeRecordProtobufEncoderTest.kt
@@ -26,7 +26,7 @@ import io.airbyte.cdk.data.OffsetTimeCodec
 import io.airbyte.cdk.data.ShortCodec
 import io.airbyte.cdk.data.TextCodec
 import io.airbyte.cdk.data.UrlCodec
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.FieldType
 import io.airbyte.cdk.protocol.AirbyteValueProtobufDecoder
 import io.airbyte.protocol.protobuf.AirbyteRecordMessage.AirbyteRecordMessageProtobuf
@@ -77,8 +77,8 @@ class NativeRecordProtobufEncoderTest {
     val protoBuilder =
         AirbyteRecordMessageProtobuf.newBuilder().also { it.addData(0, valBuilder.clear()) }
 
-    fun fieldOf(airbyteSchemaType: AirbyteSchemaType, jsonEncoder: JsonEncoder<*>): Field =
-        Field(
+    fun fieldOf(airbyteSchemaType: AirbyteSchemaType, jsonEncoder: JsonEncoder<*>): EmittedField =
+        EmittedField(
             "id",
             object : FieldType {
                 override val airbyteSchemaType = airbyteSchemaType
diff --git a/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/FeedBootstrapTest.kt b/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/FeedBootstrapTest.kt
index 257edf297fb3..547ff7c98a4b 100644
--- a/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/FeedBootstrapTest.kt
+++ b/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/FeedBootstrapTest.kt
@@ -12,7 +12,7 @@ import io.airbyte.cdk.data.LocalDateTimeCodec
 import io.airbyte.cdk.data.NullCodec
 import io.airbyte.cdk.data.TextCodec
 import io.airbyte.cdk.discover.CommonMetaField
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.IntFieldType
 import io.airbyte.cdk.discover.StringFieldType
 import io.airbyte.cdk.discover.TestMetaFieldDecorator
@@ -37,8 +37,8 @@ class FeedBootstrapTest {
 
     @Inject lateinit var metaFieldDecorator: TestMetaFieldDecorator
 
-    val k = Field("k", IntFieldType)
-    val v = Field("v", StringFieldType)
+    val k = EmittedField("k", IntFieldType)
+    val v = EmittedField("v", StringFieldType)
     val stream: Stream =
         Stream(
             id = StreamIdentifier.from(StreamDescriptor().withName("tbl").withNamespace("ns")),
diff --git a/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/StreamStatusManagerTest.kt b/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/StreamStatusManagerTest.kt
index 0a06c9af9936..3fc7115583d5 100644
--- a/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/StreamStatusManagerTest.kt
+++ b/airbyte-cdk/bulk/core/extract/src/test/kotlin/io/airbyte/cdk/read/StreamStatusManagerTest.kt
@@ -5,7 +5,7 @@
 package io.airbyte.cdk.read
 
 import io.airbyte.cdk.StreamIdentifier
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.IntFieldType
 import io.airbyte.protocol.models.v0.AirbyteStreamStatusTraceMessage
 import io.airbyte.protocol.models.v0.StreamDescriptor
@@ -17,7 +17,7 @@ class StreamStatusManagerTest {
     val streamIncremental =
         Stream(
             id = StreamIdentifier.from(StreamDescriptor().withName("streamIncremental")),
-            schema = setOf(Field("v", IntFieldType)),
+            schema = setOf(EmittedField("v", IntFieldType)),
             configuredSyncMode = ConfiguredSyncMode.INCREMENTAL,
             configuredPrimaryKey = null,
             configuredCursor = null,
@@ -25,7 +25,7 @@ class StreamStatusManagerTest {
     val streamFullRefresh =
         Stream(
             id = StreamIdentifier.from(StreamDescriptor().withName("streamFullRefresh")),
-            schema = setOf(Field("v", IntFieldType)),
+            schema = setOf(EmittedField("v", IntFieldType)),
             configuredSyncMode = ConfiguredSyncMode.FULL_REFRESH,
             configuredPrimaryKey = null,
             configuredCursor = null,
diff --git a/airbyte-cdk/bulk/core/extract/src/testFixtures/kotlin/io/airbyte/cdk/discover/ResourceDrivenMetadataQuerierFactory.kt b/airbyte-cdk/bulk/core/extract/src/testFixtures/kotlin/io/airbyte/cdk/discover/ResourceDrivenMetadataQuerierFactory.kt
index be430854814c..c76277c516fb 100644
--- a/airbyte-cdk/bulk/core/extract/src/testFixtures/kotlin/io/airbyte/cdk/discover/ResourceDrivenMetadataQuerierFactory.kt
+++ b/airbyte-cdk/bulk/core/extract/src/testFixtures/kotlin/io/airbyte/cdk/discover/ResourceDrivenMetadataQuerierFactory.kt
@@ -33,11 +33,11 @@ class ResourceDrivenMetadataQuerierFactory(
             val streamID: StreamIdentifier = StreamIdentifier.from(desc)
             map[streamID] = null
             val level2: Level2 = level1.metadata ?: continue
-            val columns: List<Field> =
+            val columns: List<EmittedField> =
                 level2.columns.map { (id: String, fullyQualifiedClassName: String) ->
                     val fieldType: FieldType =
                         Class.forName(fullyQualifiedClassName).kotlin.objectInstance as FieldType
-                    Field(id, fieldType)
+                    EmittedField(id, fieldType)
                 }
             map[streamID] = TestStreamMetadata(columns, level2.primaryKeys)
         }
@@ -60,7 +60,7 @@ class ResourceDrivenMetadataQuerierFactory(
 
             override fun fields(
                 streamID: StreamIdentifier,
-            ): List<Field> {
+            ): List<EmittedField> {
                 if (isClosed) throw IllegalStateException()
                 return metadata[streamID]?.fields ?: throw SQLException("query failed", "tbl")
             }
@@ -81,7 +81,7 @@ class ResourceDrivenMetadataQuerierFactory(
 }
 
 data class TestStreamMetadata(
-    val fields: List<Field>,
+    val fields: List<EmittedField>,
     val primaryKeys: List<List<String>>,
 )
 
diff --git a/airbyte-cdk/bulk/core/extract/version.properties b/airbyte-cdk/bulk/core/extract/version.properties
index 325db2cfb7dc..ef0464df9b25 100644
--- a/airbyte-cdk/bulk/core/extract/version.properties
+++ b/airbyte-cdk/bulk/core/extract/version.properties
@@ -1 +1 @@
-version=1.0.2
+version=1.1.1
diff --git a/airbyte-cdk/bulk/core/load/changelog.md b/airbyte-cdk/bulk/core/load/changelog.md
index a3c514b8e25c..449647adefce 100644
--- a/airbyte-cdk/bulk/core/load/changelog.md
+++ b/airbyte-cdk/bulk/core/load/changelog.md
@@ -9,6 +9,7 @@ The Load CDK provides functionality for destination connectors including stream-
 
 | Version | Date       | Pull Request | Subject                                                                                         |
 |---------|------------|--------------|-------------------------------------------------------------------------------------------------|
+| 1.0.7   | 2026-03-27 | | Fix: update Iceberg sort order before schema evolution to prevent ValidationException when deleting columns referenced by the sort order. Handles Dedupe-to-Append mode switches and PK changes. |
 | 1.0.6   | 2026-03-12 | [#74715](https://github.com/airbytehq/airbyte/pull/74715) | Fix: drop temp table after successful upsert to prevent duplicate records across syncs. |
 | 1.0.5   | 2026-03-10 | [#74723](https://github.com/airbytehq/airbyte/pull/74723) | Fix schema evolution: defer identifier field update when replacing columns to avoid Iceberg conflict. |
 | 1.0.4   | 2026-03-05 | [#74328](https://github.com/airbytehq/airbyte/pull/74328) | Fix iceberg dedup: map PK NumberType to StringType instead of DecimalType for identifier field compatibility. |
diff --git a/airbyte-cdk/bulk/core/load/version.properties b/airbyte-cdk/bulk/core/load/version.properties
index 71a5aa490498..4659c1221749 100644
--- a/airbyte-cdk/bulk/core/load/version.properties
+++ b/airbyte-cdk/bulk/core/load/version.properties
@@ -1 +1 @@
-version=1.0.6
+version=1.0.7
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReader.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReader.kt
index 8f74623bf412..0efb3f16a6d5 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReader.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReader.kt
@@ -46,7 +46,7 @@ import org.apache.kafka.connect.source.SourceRecord
 
 /** [PartitionReader] implementation for CDC with Debezium. */
 @SuppressFBWarnings(value = ["NP_NONNULL_RETURN_VIOLATION"], justification = "Micronaut DI")
-class CdcPartitionReader<T : Comparable<T>>(
+class CdcPartitionReader<T : PartiallyOrdered<T>>(
     val resourceAcquirer: ResourceAcquirer,
     val readerOps: CdcPartitionReaderDebeziumOperations<T>,
     val upperBound: T,
@@ -413,7 +413,9 @@ class CdcPartitionReader<T : Comparable<T>>(
                 if (currentPosition == null) {
                     return null
                 }
-                val isProgressing = lastHeartbeatPosition?.let { currentPosition > it } ?: true
+                val isProgressing =
+                    lastHeartbeatPosition == null ||
+                        currentPosition.isGreater(lastHeartbeatPosition)
                 if (isProgressing) {
                     lastHeartbeatPosition = currentPosition
                     lastHeartbeatTime = now
@@ -433,20 +435,21 @@ class CdcPartitionReader<T : Comparable<T>>(
                 }
             }
 
-            if (currentPosition == null || currentPosition < upperBound) {
-                return null
-            }
-            // Close because the current event is past the sync upper bound.
-            return when (eventType) {
-                EventType.TOMBSTONE,
-                EventType.HEARTBEAT -> CloseReason.HEARTBEAT_OR_TOMBSTONE_REACHED_TARGET_POSITION
-                EventType.KEY_JSON_INVALID,
-                EventType.VALUE_JSON_INVALID,
-                EventType.RECORD_EMITTED,
-                EventType.RECORD_DISCARDED_BY_DESERIALIZE,
-                EventType.RECORD_DISCARDED_BY_STREAM_ID ->
-                    CloseReason.RECORD_REACHED_TARGET_POSITION
+            if (currentPosition.isGreaterOrEqual(upperBound)) {
+                // Close because the current event is at or past the sync upper bound.
+                return when (eventType) {
+                    EventType.TOMBSTONE,
+                    EventType.HEARTBEAT ->
+                        CloseReason.HEARTBEAT_OR_TOMBSTONE_REACHED_TARGET_POSITION
+                    EventType.KEY_JSON_INVALID,
+                    EventType.VALUE_JSON_INVALID,
+                    EventType.RECORD_EMITTED,
+                    EventType.RECORD_DISCARDED_BY_DESERIALIZE,
+                    EventType.RECORD_DISCARDED_BY_STREAM_ID ->
+                        CloseReason.RECORD_REACHED_TARGET_POSITION
+                }
             }
+            return null // Keep processing.
         }
 
         private fun position(sourceRecord: SourceRecord?): T? {
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderDebeziumOperations.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderDebeziumOperations.kt
index 516176f80c09..5b67d1380c5e 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderDebeziumOperations.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderDebeziumOperations.kt
@@ -8,7 +8,7 @@ import io.airbyte.cdk.command.OpaqueStateValue
 import io.airbyte.cdk.read.Stream
 import org.apache.kafka.connect.source.SourceRecord
 
-interface CdcPartitionReaderDebeziumOperations<T : Comparable<T>> {
+interface CdcPartitionReaderDebeziumOperations<T : PartiallyOrdered<T>> {
 
     /**
      * Transforms a [DebeziumRecordKey] and a [DebeziumRecordValue] into a [DeserializedRecord].
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreator.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreator.kt
index 0c39ab4f3601..e0c2537d844e 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreator.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreator.kt
@@ -16,7 +16,7 @@ import io.github.oshai.kotlinlogging.KotlinLogging
 import java.util.concurrent.atomic.AtomicReference
 
 /** [PartitionsCreator] implementation for CDC with Debezium. */
-class CdcPartitionsCreator<T : Comparable<T>>(
+class CdcPartitionsCreator<T : PartiallyOrdered<T>>(
     val concurrencyResource: ConcurrencyResource,
     val resourceAcquirer: ResourceAcquirer,
     val feedBootstrap: GlobalFeedBootstrap,
@@ -105,6 +105,8 @@ class CdcPartitionsCreator<T : Comparable<T>>(
                 startingSchemaHistory = null
             }
         }
+        // Optional startup hook
+        creatorOps.runStartup(startingOffset)
         // Build and return PartitionReader instance, if applicable.
         val partitionReader =
             CdcPartitionReader(
@@ -125,14 +127,14 @@ class CdcPartitionsCreator<T : Comparable<T>>(
             log.info { "Current offset is synthetic." }
             return listOf(partitionReader)
         }
-        if (upperBound <= lowerBound) {
+        if (lowerBound.isGreaterOrEqual(upperBound)) {
             // Handle completion due to reaching the WAL position upper bound.
             log.info {
                 "Current position '$lowerBound' equals or exceeds target position '$upperBound'."
             }
             return emptyList()
         }
-        if (lowerBoundInPreviousRound != null && lowerBound <= lowerBoundInPreviousRound) {
+        if (lowerBoundInPreviousRound.isGreaterOrEqual(lowerBound)) {
             // Handle completion due to stalling.
             log.info {
                 "Current position '$lowerBound' has not increased in the last round, " +
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorDebeziumOperations.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorDebeziumOperations.kt
index 6666779db9c0..e49207657167 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorDebeziumOperations.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorDebeziumOperations.kt
@@ -6,8 +6,27 @@ package io.airbyte.cdk.read.cdc
 
 import io.airbyte.cdk.command.OpaqueStateValue
 import io.airbyte.cdk.read.Stream
+import java.util.concurrent.atomic.AtomicBoolean
 
-interface CdcPartitionsCreatorDebeziumOperations<T : Comparable<T>> {
+interface CdcPartitionsCreatorDebeziumOperations<T : PartiallyOrdered<T>> {
+
+    companion object {
+        private val hasRunStartup = AtomicBoolean(false)
+
+        fun shouldRunStartup(): Boolean {
+            return hasRunStartup.compareAndSet(false, true)
+        }
+    }
+
+    /** Run optional startup hook if it hasn't already been run */
+    fun runStartup(offset: DebeziumOffset) {
+        if (shouldRunStartup()) {
+            startup(offset)
+        }
+    }
+
+    /** Optional startup hook. */
+    fun startup(offset: DebeziumOffset) {}
 
     /** Extracts the WAL position from a [DebeziumOffset]. */
     fun position(offset: DebeziumOffset): T
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorFactory.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorFactory.kt
index fc347ee772a2..da14c54c992d 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorFactory.kt
@@ -18,7 +18,7 @@ import java.util.concurrent.atomic.AtomicReference
 @Singleton
 @Order(10)
 /** [PartitionsCreatorFactory] implementation for CDC with Debezium. */
-class CdcPartitionsCreatorFactory<T : Comparable<T>>(
+class CdcPartitionsCreatorFactory<T : PartiallyOrdered<T>>(
     val concurrencyResource: ConcurrencyResource,
     val resourceAcquirer: ResourceAcquirer,
     val cdcPartitionsCreatorDbzOps: CdcPartitionsCreatorDebeziumOperations<T>,
@@ -60,8 +60,8 @@ class CdcPartitionsCreatorFactory<T : Comparable<T>>(
 }
 
 @Singleton
-class CdcPartitionsCreatorFactorySupplier<T : CdcPartitionsCreatorFactory<C>, C : Comparable<C>>(
-    val factory: T
-) : PartitionsCreatorFactorySupplier<T> {
-    override fun get(): T = factory
+class CdcPartitionsCreatorFactorySupplier<
+    F : CdcPartitionsCreatorFactory<P>, P : PartiallyOrdered<P>>(val factory: F) :
+    PartitionsCreatorFactorySupplier<F> {
+    override fun get(): F = factory
 }
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumOperations.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumOperations.kt
index a90b8390a386..992dd5063bd5 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumOperations.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumOperations.kt
@@ -6,5 +6,5 @@ package io.airbyte.cdk.read.cdc
 
 /** Stateless connector-specific Debezium operations. */
 @Deprecated("Implement the two interfaces separately")
-interface DebeziumOperations<T : Comparable<T>> :
+interface DebeziumOperations<T : PartiallyOrdered<T>> :
     CdcPartitionsCreatorDebeziumOperations<T>, CdcPartitionReaderDebeziumOperations<T>
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilder.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilder.kt
index 5f74adbb9d75..7563196d5a7d 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilder.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilder.kt
@@ -159,6 +159,9 @@ class DebeziumPropertiesBuilder(private val props: Properties = Properties()) {
         }
     }
 
+    fun withHeartbeatTimeout(timeout: Duration): DebeziumPropertiesBuilder =
+        with(AIRBYTE_HEARTBEAT_TIMEOUT_SECONDS, timeout.seconds.toString())
+
     companion object {
         private const val BYTE_VALUE_256_MB = (256 * 1024 * 1024).toString()
 
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DeserializedRecord.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DeserializedRecord.kt
index 240a07a99d6e..79d70a94ce11 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DeserializedRecord.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/DeserializedRecord.kt
@@ -4,12 +4,12 @@
 
 package io.airbyte.cdk.read.cdc
 
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.output.sockets.NativeRecordPayload
 import io.airbyte.cdk.read.FieldValueChange
 
 /** [DeserializedRecord]s are used to generate Airbyte RECORD messages. */
 data class DeserializedRecord(
     val data: NativeRecordPayload,
-    val changes: Map<Field, FieldValueChange>,
+    val changes: Map<EmittedField, FieldValueChange>,
 )
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/PartiallyOrdered.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/PartiallyOrdered.kt
new file mode 100644
index 000000000000..c5e86d0b2561
--- /dev/null
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/main/kotlin/io/airbyte/cdk/read/cdc/PartiallyOrdered.kt
@@ -0,0 +1,35 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.cdk.read.cdc
+
+/**
+ * Represents the mathematical concept of partial ordering. Unlike Comparable, the compareTo method
+ * can return null when the two elements don't have a natural ordering.
+ *
+ * We use this interface to compare CDC positions to see when we have reached the target offset or
+ * to determine whether we are still making progress. We need partial ordering rather than a full
+ * ordering like Comparable because sometimes we are missing some fields in the offset and can't
+ * determine whether one offset is beyond another. In these cases, we typically continue until we
+ * encounter a fully populated offset.
+ *
+ * The supplied convenience methods handle the null checking and allow us to make these kinds of
+ * comparisons ergonomically.
+ */
+fun interface PartiallyOrdered<T> {
+    fun compareTo(other: T): Int?
+}
+
+// Convenience methods
+fun <T : PartiallyOrdered<T>> T?.isGreater(other: T?): Boolean {
+    if (this == null || other == null) return false
+    val comparison = this.compareTo(other)
+    return comparison != null && comparison > 0
+}
+
+fun <T : PartiallyOrdered<T>> T?.isGreaterOrEqual(other: T?): Boolean {
+    if (this == null || other == null) return false
+    val comparison = this.compareTo(other)
+    return comparison != null && comparison >= 0
+}
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMongoTest.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMongoTest.kt
index 20ef01c8953b..8299734a0fd4 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMongoTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMongoTest.kt
@@ -27,9 +27,17 @@ import org.bson.Document
 import org.bson.conversions.Bson
 import org.junit.jupiter.api.Disabled
 
+data class BsonTimestampPosition(val timestamp: BsonTimestamp) :
+    PartiallyOrdered<BsonTimestampPosition> {
+    override fun compareTo(other: BsonTimestampPosition): Int? {
+        val timeCmp = timestamp.time.compareTo(other.timestamp.time)
+        return if (timeCmp != 0) timeCmp else timestamp.inc.compareTo(other.timestamp.inc)
+    }
+}
+
 @Disabled
 class CdcPartitionReaderMongoTest :
-    AbstractCdcPartitionReaderTest<BsonTimestamp, MongoDbReplicaSet>(
+    AbstractCdcPartitionReaderTest<BsonTimestampPosition, MongoDbReplicaSet>(
         namespace = "test",
     ) {
 
@@ -83,16 +91,19 @@ class CdcPartitionReaderMongoTest :
         }
 
     override fun createCdcPartitionsCreatorDbzOps():
-        CdcPartitionsCreatorDebeziumOperations<BsonTimestamp> = TestCdcPartitionsCreatorDbzOps()
+        CdcPartitionsCreatorDebeziumOperations<BsonTimestampPosition> =
+        TestCdcPartitionsCreatorDbzOps()
 
     override fun createCdcPartitionReaderDbzOps():
-        CdcPartitionReaderDebeziumOperations<BsonTimestamp> = TestCdcPartitionReaderDbzOps()
+        CdcPartitionReaderDebeziumOperations<BsonTimestampPosition> = TestCdcPartitionReaderDbzOps()
 
     inner class TestCdcPartitionsCreatorDbzOps :
-        AbstractCdcPartitionsCreatorDbzOps<BsonTimestamp>() {
-        override fun position(offset: DebeziumOffset): BsonTimestamp {
+        AbstractCdcPartitionsCreatorDbzOps<BsonTimestampPosition>() {
+        override fun position(offset: DebeziumOffset): BsonTimestampPosition {
             val offsetValue: ObjectNode = offset.wrapped.values.first() as ObjectNode
-            return BsonTimestamp(offsetValue["sec"].asInt(), offsetValue["ord"].asInt())
+            return BsonTimestampPosition(
+                BsonTimestamp(offsetValue["sec"].asInt(), offsetValue["ord"].asInt())
+            )
         }
 
         override fun generateColdStartOffset(): DebeziumOffset {
@@ -146,17 +157,22 @@ class CdcPartitionReaderMongoTest :
             }
     }
 
-    inner class TestCdcPartitionReaderDbzOps : AbstractCdcPartitionReaderDbzOps<BsonTimestamp>() {
-        override fun position(recordValue: DebeziumRecordValue): BsonTimestamp? {
+    inner class TestCdcPartitionReaderDbzOps :
+        AbstractCdcPartitionReaderDbzOps<BsonTimestampPosition>() {
+        override fun position(recordValue: DebeziumRecordValue): BsonTimestampPosition? {
             val resumeToken: String =
                 recordValue.source["resume_token"]?.takeIf { it.isTextual }?.asText() ?: return null
-            return ResumeTokens.getTimestamp(ResumeTokens.fromData(resumeToken))
+            return BsonTimestampPosition(
+                ResumeTokens.getTimestamp(ResumeTokens.fromData(resumeToken))
+            )
         }
 
-        override fun position(sourceRecord: SourceRecord): BsonTimestamp? {
+        override fun position(sourceRecord: SourceRecord): BsonTimestampPosition? {
             val offset: Map<String, *> = sourceRecord.sourceOffset()
             val resumeTokenBase64: String = offset["resume_token"] as? String ?: return null
-            return ResumeTokens.getTimestamp(ResumeTokens.fromBase64(resumeTokenBase64))
+            return BsonTimestampPosition(
+                ResumeTokens.getTimestamp(ResumeTokens.fromBase64(resumeTokenBase64))
+            )
         }
 
         override fun deserializeRecord(
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMySQLTest.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMySQLTest.kt
index 1000b7f87480..13c410139335 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMySQLTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderMySQLTest.kt
@@ -24,8 +24,8 @@ class CdcPartitionReaderMySQLTest :
         namespace = "test",
     ) {
 
-    data class Position(val file: String, val pos: Long) : Comparable<Position> {
-        override fun compareTo(other: Position): Int =
+    data class Position(val file: String, val pos: Long) : PartiallyOrdered<Position> {
+        override fun compareTo(other: Position): Int? =
             file.compareTo(other.file).takeUnless { it == 0 } ?: pos.compareTo(other.pos)
     }
 
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderPostgresTest.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderPostgresTest.kt
index 74eff950da29..d09c3796ecc4 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderPostgresTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionReaderPostgresTest.kt
@@ -18,8 +18,12 @@ import org.postgresql.replication.LogSequenceNumber
 import org.testcontainers.containers.PostgreSQLContainer
 import org.testcontainers.utility.DockerImageName
 
+data class LsnPosition(val lsn: LogSequenceNumber) : PartiallyOrdered<LsnPosition> {
+    override fun compareTo(other: LsnPosition): Int? = lsn.asLong().compareTo(other.lsn.asLong())
+}
+
 class CdcPartitionReaderPostgresTest :
-    AbstractCdcPartitionReaderTest<LogSequenceNumber, PostgreSQLContainer<*>>(
+    AbstractCdcPartitionReaderTest<LsnPosition, PostgreSQLContainer<*>>(
         namespace = "public",
     ) {
 
@@ -77,11 +81,10 @@ class CdcPartitionReaderPostgresTest :
 
     override fun createCdcPartitionReaderDbzOps() = TestCdcPartitionReaderDbzOps()
 
-    inner class TestCdcPartitionsCreatorDbzOps :
-        AbstractCdcPartitionsCreatorDbzOps<LogSequenceNumber>() {
-        override fun position(offset: DebeziumOffset): LogSequenceNumber {
+    inner class TestCdcPartitionsCreatorDbzOps : AbstractCdcPartitionsCreatorDbzOps<LsnPosition>() {
+        override fun position(offset: DebeziumOffset): LsnPosition {
             val offsetValue: ObjectNode = offset.wrapped.values.first() as ObjectNode
-            return LogSequenceNumber.valueOf(offsetValue["lsn"].asLong())
+            return LsnPosition(LogSequenceNumber.valueOf(offsetValue["lsn"].asLong()))
         }
 
         override fun generateWarmStartProperties(streams: List<Stream>): Map<String, String> =
@@ -131,18 +134,17 @@ class CdcPartitionReaderPostgresTest :
         }
     }
 
-    inner class TestCdcPartitionReaderDbzOps :
-        AbstractCdcPartitionReaderDbzOps<LogSequenceNumber>() {
-        override fun position(recordValue: DebeziumRecordValue): LogSequenceNumber? {
+    inner class TestCdcPartitionReaderDbzOps : AbstractCdcPartitionReaderDbzOps<LsnPosition>() {
+        override fun position(recordValue: DebeziumRecordValue): LsnPosition? {
             val lsn: Long =
                 recordValue.source["lsn"]?.takeIf { it.isIntegralNumber }?.asLong() ?: return null
-            return LogSequenceNumber.valueOf(lsn)
+            return LsnPosition(LogSequenceNumber.valueOf(lsn))
         }
 
-        override fun position(sourceRecord: SourceRecord): LogSequenceNumber? {
+        override fun position(sourceRecord: SourceRecord): LsnPosition? {
             val offset: Map<String, *> = sourceRecord.sourceOffset()
             val lsn: Long = offset["lsn"] as? Long ?: return null
-            return LogSequenceNumber.valueOf(lsn)
+            return LsnPosition(LogSequenceNumber.valueOf(lsn))
         }
     }
 }
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorTest.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorTest.kt
index e7c93a81efa0..c09855c5a693 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/CdcPartitionsCreatorTest.kt
@@ -6,7 +6,7 @@ package io.airbyte.cdk.read.cdc
 
 import io.airbyte.cdk.ConfigErrorException
 import io.airbyte.cdk.StreamIdentifier
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.StringFieldType
 import io.airbyte.cdk.discover.TestMetaFieldDecorator
 import io.airbyte.cdk.read.ConcurrencyResource
@@ -18,9 +18,11 @@ import io.airbyte.cdk.read.ResourceAcquirer
 import io.airbyte.cdk.read.Stream
 import io.airbyte.cdk.util.Jsons
 import io.airbyte.protocol.models.v0.StreamDescriptor
+import io.mockk.Runs
 import io.mockk.every
 import io.mockk.impl.annotations.MockK
 import io.mockk.junit5.MockKExtension
+import io.mockk.just
 import java.util.concurrent.atomic.AtomicReference
 import kotlinx.coroutines.runBlocking
 import org.junit.Assert.assertThrows
@@ -29,7 +31,9 @@ import org.junit.jupiter.api.BeforeEach
 import org.junit.jupiter.api.Test
 import org.junit.jupiter.api.extension.ExtendWith
 
-typealias CreatorPosition = Long
+data class CreatorPosition(val value: Long) : PartiallyOrdered<CreatorPosition> {
+    override fun compareTo(other: CreatorPosition): Int? = value.compareTo(other.value)
+}
 
 /** These unit tests play out the scenarios possible in [CdcPartitionsCreator.run]. */
 @ExtendWith(MockKExtension::class)
@@ -46,7 +50,8 @@ class CdcPartitionsCreatorTest {
     val stream =
         Stream(
             id = StreamIdentifier.from(StreamDescriptor().withName("test")),
-            schema = setOf(Field("test", StringFieldType), TestMetaFieldDecorator.GlobalCursor),
+            schema =
+                setOf(EmittedField("test", StringFieldType), TestMetaFieldDecorator.GlobalCursor),
             configuredSyncMode = ConfiguredSyncMode.INCREMENTAL,
             configuredPrimaryKey = null,
             configuredCursor = TestMetaFieldDecorator.GlobalCursor,
@@ -79,8 +84,9 @@ class CdcPartitionsCreatorTest {
         every { globalFeedBootstrap.feed } returns global
         every { globalFeedBootstrap.feeds } returns listOf(global, stream)
         every { globalFeedBootstrap.streamRecordConsumers() } returns emptyMap()
-        every { creatorOps.position(syntheticOffset) } returns 123L
-        every { creatorOps.position(incumbentOffset) } returns 123L
+        every { creatorOps.position(syntheticOffset) } returns CreatorPosition(123L)
+        every { creatorOps.position(incumbentOffset) } returns CreatorPosition(123L)
+        every { creatorOps.runStartup(any()) } just Runs
         every { creatorOps.generateColdStartOffset() } returns syntheticOffset
         every { creatorOps.generateColdStartProperties(streams) } returns emptyMap()
         every { creatorOps.generateWarmStartProperties(streams) } returns emptyMap()
@@ -91,13 +97,13 @@ class CdcPartitionsCreatorTest {
         every { globalFeedBootstrap.currentState } returns null
         every { globalFeedBootstrap.currentState(stream) } returns null
         val syntheticOffset = DebeziumOffset(mapOf(Jsons.nullNode() to Jsons.nullNode()))
-        every { creatorOps.position(syntheticOffset) } returns 123L
+        every { creatorOps.position(syntheticOffset) } returns CreatorPosition(123L)
         every { creatorOps.generateColdStartOffset() } returns syntheticOffset
         upperBoundReference.set(null)
         val readers: List<PartitionReader> = runBlocking { creator.run() }
         Assertions.assertEquals(1, readers.size)
         val reader = readers.first() as CdcPartitionReader<*>
-        Assertions.assertEquals(123L, reader.upperBound)
+        Assertions.assertEquals(CreatorPosition(123L), reader.upperBound)
         Assertions.assertEquals(syntheticOffset, reader.startingOffset)
     }
 
@@ -108,11 +114,11 @@ class CdcPartitionsCreatorTest {
         val deserializedState =
             ValidDebeziumWarmStartState(offset = incumbentOffset, schemaHistory = null)
         every { creatorOps.deserializeState(Jsons.objectNode()) } returns deserializedState
-        upperBoundReference.set(1_000_000L)
+        upperBoundReference.set(CreatorPosition(1_000_000L))
         val readers: List<PartitionReader> = runBlocking { creator.run() }
         Assertions.assertEquals(1, readers.size)
         val reader = readers.first() as CdcPartitionReader<*>
-        Assertions.assertEquals(1_000_000L, reader.upperBound)
+        Assertions.assertEquals(CreatorPosition(1_000_000L), reader.upperBound)
         Assertions.assertEquals(deserializedState.offset, reader.startingOffset)
     }
 
@@ -123,7 +129,7 @@ class CdcPartitionsCreatorTest {
         val deserializedState =
             ValidDebeziumWarmStartState(offset = incumbentOffset, schemaHistory = null)
         every { creatorOps.deserializeState(Jsons.objectNode()) } returns deserializedState
-        upperBoundReference.set(1L)
+        upperBoundReference.set(CreatorPosition(1L))
         val readers: List<PartitionReader> = runBlocking { creator.run() }
         Assertions.assertEquals(emptyList<PartitionReader>(), readers)
     }
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilderTest.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilderTest.kt
index 34ae5158ed68..d6bdd5280323 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilderTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/test/kotlin/io/airbyte/cdk/read/cdc/DebeziumPropertiesBuilderTest.kt
@@ -5,7 +5,7 @@
 package io.airbyte.cdk.read.cdc
 
 import io.airbyte.cdk.StreamIdentifier
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.IntFieldType
 import io.airbyte.cdk.discover.OffsetDateTimeFieldType
 import io.airbyte.cdk.discover.StringFieldType
@@ -41,7 +41,7 @@ class DebeziumPropertiesBuilderTest {
 
     @Test
     fun testWithStreams() {
-        fun stream(namespace: String, name: String, vararg fields: Field): Stream =
+        fun stream(namespace: String, name: String, vararg fields: EmittedField): Stream =
             Stream(
                 id =
                     StreamIdentifier.from(
@@ -54,13 +54,18 @@ class DebeziumPropertiesBuilderTest {
             )
         val streams: List<Stream> =
             listOf(
-                stream("schema1", "table1", Field("k", IntFieldType), Field("v", StringFieldType)),
+                stream(
+                    "schema1",
+                    "table1",
+                    EmittedField("k", IntFieldType),
+                    EmittedField("v", StringFieldType)
+                ),
                 stream(
                     "schema2",
                     "table2",
-                    Field("id", IntFieldType),
-                    Field("ts", OffsetDateTimeFieldType),
-                    Field("msg", StringFieldType)
+                    EmittedField("id", IntFieldType),
+                    EmittedField("ts", OffsetDateTimeFieldType),
+                    EmittedField("msg", StringFieldType)
                 ),
             )
         val actual: Map<String, String> =
diff --git a/airbyte-cdk/bulk/toolkits/extract-cdc/src/testFixtures/kotlin/io/airbyte/cdk/read/cdc/AbstractCdcPartitionReaderTest.kt b/airbyte-cdk/bulk/toolkits/extract-cdc/src/testFixtures/kotlin/io/airbyte/cdk/read/cdc/AbstractCdcPartitionReaderTest.kt
index 6f410e1fde5b..6e517e5867a5 100644
--- a/airbyte-cdk/bulk/toolkits/extract-cdc/src/testFixtures/kotlin/io/airbyte/cdk/read/cdc/AbstractCdcPartitionReaderTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-cdc/src/testFixtures/kotlin/io/airbyte/cdk/read/cdc/AbstractCdcPartitionReaderTest.kt
@@ -14,7 +14,7 @@ import io.airbyte.cdk.StreamIdentifier
 import io.airbyte.cdk.command.OpaqueStateValue
 import io.airbyte.cdk.data.IntCodec
 import io.airbyte.cdk.data.TextCodec
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.IntFieldType
 import io.airbyte.cdk.discover.TestMetaFieldDecorator
 import io.airbyte.cdk.output.BufferingOutputConsumer
@@ -60,7 +60,7 @@ import org.junit.jupiter.api.extension.ExtendWith
  */
 @SuppressFBWarnings(value = ["NP_NONNULL_RETURN_VIOLATION"], justification = "Micronaut DI")
 @ExtendWith(MockKExtension::class)
-abstract class AbstractCdcPartitionReaderTest<T : Comparable<T>, C : AutoCloseable>(
+abstract class AbstractCdcPartitionReaderTest<T : PartiallyOrdered<T>, C : AutoCloseable>(
     namespace: String?,
     val heartbeat: Duration = Duration.ofMillis(100),
     val timeout: Duration = Duration.ofSeconds(10),
@@ -73,7 +73,7 @@ abstract class AbstractCdcPartitionReaderTest<T : Comparable<T>, C : AutoCloseab
     val stream =
         Stream(
             id = StreamIdentifier.from(StreamDescriptor().withName("tbl").withNamespace(namespace)),
-            schema = setOf(Field("v", IntFieldType), TestMetaFieldDecorator.GlobalCursor),
+            schema = setOf(EmittedField("v", IntFieldType), TestMetaFieldDecorator.GlobalCursor),
             configuredSyncMode = ConfiguredSyncMode.INCREMENTAL,
             configuredPrimaryKey = null,
             configuredCursor = TestMetaFieldDecorator.GlobalCursor,
@@ -115,7 +115,7 @@ abstract class AbstractCdcPartitionReaderTest<T : Comparable<T>, C : AutoCloseab
                         override val stream: Stream = this@AbstractCdcPartitionReaderTest.stream
                         override fun accept(
                             recordData: NativeRecordPayload,
-                            changes: Map<Field, FieldValueChange>?
+                            changes: Map<EmittedField, FieldValueChange>?
                         ) {
                             outputConsumer.accept(
                                 AirbyteRecordMessage()
@@ -290,7 +290,7 @@ abstract class AbstractCdcPartitionReaderTest<T : Comparable<T>, C : AutoCloseab
     data class Update(override val id: Int, val v: Int) : Record
     data class Delete(override val id: Int, val ignore: Boolean = false) : Record
 
-    abstract inner class AbstractCdcPartitionsCreatorDbzOps<T : Comparable<T>> :
+    abstract inner class AbstractCdcPartitionsCreatorDbzOps<T : PartiallyOrdered<T>> :
         CdcPartitionsCreatorDebeziumOperations<T> {
 
         override fun deserializeState(opaqueStateValue: OpaqueStateValue): DebeziumWarmStartState {
@@ -318,7 +318,7 @@ abstract class AbstractCdcPartitionReaderTest<T : Comparable<T>, C : AutoCloseab
         }
     }
 
-    abstract inner class AbstractCdcPartitionReaderDbzOps<T : Comparable<T>> :
+    abstract inner class AbstractCdcPartitionReaderDbzOps<T : PartiallyOrdered<T>> :
         CdcPartitionReaderDebeziumOperations<T> {
 
         override fun deserializeRecord(
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactory.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactory.kt
index bda87e982b9d..afa0428d6ec6 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactory.kt
@@ -54,10 +54,11 @@ interface JdbcAirbyteStreamFactory : AirbyteStreamFactory, MetaFieldDecorator {
         if (discoveredStream.primaryKeyColumnIDs.isEmpty()) {
             return false
         }
-        val allColumnsByID: Map<String, Field> = discoveredStream.columns.associateBy { it.id }
+        val allColumnsByID: Map<String, EmittedField> =
+            discoveredStream.columns.associateBy { it.id }
         return discoveredStream.primaryKeyColumnIDs.all { idComponents: List<String> ->
             val id: String = idComponents.joinToString(separator = ".")
-            val field: Field? = allColumnsByID[id]
+            val field: EmittedField? = allColumnsByID[id]
             field != null && isPossiblePrimaryKeyElement(field)
         }
     }
@@ -76,7 +77,7 @@ interface JdbcAirbyteStreamFactory : AirbyteStreamFactory, MetaFieldDecorator {
      * objects. For instance if the [Field.type] does not map to a [LosslessFieldType] then the
      * field can't reliably round-trip checkpoint values during a resumable initial sync.
      */
-    fun isPossiblePrimaryKeyElement(field: Field): Boolean =
+    fun isPossiblePrimaryKeyElement(field: EmittedField): Boolean =
         when (field.type) {
             !is LosslessFieldType -> false
             CharacterStreamFieldType,
@@ -94,6 +95,6 @@ interface JdbcAirbyteStreamFactory : AirbyteStreamFactory, MetaFieldDecorator {
      * to round-trip the column values, we need to be able to query the max value from the source at
      * the start of the sync.
      */
-    fun isPossibleCursor(field: Field): Boolean =
+    fun isPossibleCursor(field: EmittedField): Boolean =
         isPossiblePrimaryKeyElement(field) && field.type !is BooleanFieldType
 }
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcMetadataQuerier.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcMetadataQuerier.kt
index d87d9de44550..90cf769b63b8 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcMetadataQuerier.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/discover/JdbcMetadataQuerier.kt
@@ -34,6 +34,7 @@ class JdbcMetadataQuerier(
     val checkQueries: JdbcCheckQueries,
     jdbcConnectionFactory: JdbcConnectionFactory,
 ) : MetadataQuerier {
+
     val conn: Connection = jdbcConnectionFactory.get()
 
     private val log = KotlinLogging.logger {}
@@ -126,7 +127,6 @@ class JdbcMetadataQuerier(
         log.info { "Querying column names for catalog discovery." }
         try {
             val dbmd: DatabaseMetaData = conn.metaData
-
             fun addColumnsFromQuery(
                 catalog: String?,
                 schema: String?,
@@ -160,11 +160,15 @@ class JdbcMetadataQuerier(
                         ?.value
                 if (patterns != null && patterns.isNotEmpty()) {
                     for (pattern in patterns) {
-                        addColumnsFromQuery(catalog, schema, pattern, isPseudoColumn = true)
+                        if (constants.includePseudoColumns) {
+                            addColumnsFromQuery(catalog, schema, pattern, isPseudoColumn = true)
+                        }
                         addColumnsFromQuery(catalog, schema, pattern, isPseudoColumn = false)
                     }
                 } else {
-                    addColumnsFromQuery(catalog, schema, null, isPseudoColumn = true)
+                    if (constants.includePseudoColumns) {
+                        addColumnsFromQuery(catalog, schema, null, isPseudoColumn = true)
+                    }
                     addColumnsFromQuery(catalog, schema, null, isPseudoColumn = false)
                 }
             }
@@ -247,9 +251,9 @@ class JdbcMetadataQuerier(
 
     override fun fields(
         streamID: StreamIdentifier,
-    ): List<Field> {
+    ): List<EmittedField> {
         val table: TableName = findTableName(streamID) ?: return listOf()
-        return columnMetadata(table).map { Field(it.label, fieldTypeMapper.toFieldType(it)) }
+        return columnMetadata(table).map { EmittedField(it.label, fieldTypeMapper.toFieldType(it)) }
     }
 
     fun columnMetadata(table: TableName): List<ColumnMetadata> {
@@ -279,7 +283,7 @@ class JdbcMetadataQuerier(
     ): String {
         val querySpec =
             SelectQuerySpec(
-                SelectColumns(columnIDs.map { Field(it, NullFieldType) }),
+                SelectColumns(columnIDs.map { EmittedField(it, NullFieldType) }),
                 From(table.name, table.namespace()),
                 limit = Limit(0),
             )
@@ -400,7 +404,7 @@ class JdbcMetadataQuerier(
                 selectQueryGenerator,
                 fieldTypeMapper,
                 checkQueries,
-                jdbcConnectionFactory,
+                jdbcConnectionFactory
             )
         }
     }
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/DefaultJdbcConstants.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/DefaultJdbcConstants.kt
index e783338937b5..6782b78e1e99 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/DefaultJdbcConstants.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/DefaultJdbcConstants.kt
@@ -31,6 +31,8 @@ data class DefaultJdbcConstants(
     /** Whether the namespace field denotes a JDBC schema or a JDBC catalog. */
     val namespaceKind: NamespaceKind = NamespaceKind.SCHEMA,
     val maxSequentialQueryLimit: Long? = MAX_SEQUENTIAL_QUERY_LIMIT_NULL,
+    /** Whether to fetch pseudo-columns when querying column metadata. */
+    val includePseudoColumns: Boolean = true,
 ) {
 
     enum class NamespaceKind {
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcAccessor.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcAccessor.kt
index e5a084891194..534699653aa6 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcAccessor.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcAccessor.kt
@@ -15,6 +15,7 @@ import java.sql.Timestamp
 import java.time.LocalDate
 import java.time.LocalDateTime
 import java.time.LocalTime
+import java.time.OffsetDateTime
 
 /** Combination of [JdbcGetter] and [JdbcSetter]. */
 interface JdbcAccessor<T> : JdbcGetter<T>, JdbcSetter<T>
@@ -306,7 +307,15 @@ data object DateAccessor : JdbcAccessor<LocalDate> {
     override fun get(
         rs: ResultSet,
         colIdx: Int,
-    ): LocalDate? = rs.getDate(colIdx)?.takeUnless { rs.wasNull() }?.toLocalDate()
+    ): LocalDate? {
+        val dateStr = rs.getString(colIdx)
+        return when {
+            rs.wasNull() -> null
+            dateStr == "infinity" || dateStr == "-infinity" ->
+                throw IllegalStateException("Date '$dateStr' is not supported")
+            else -> rs.getDate(colIdx).toLocalDate()
+        }
+    }
 
     override fun set(
         stmt: PreparedStatement,
@@ -336,7 +345,15 @@ data object TimestampAccessor : JdbcAccessor<LocalDateTime> {
     override fun get(
         rs: ResultSet,
         colIdx: Int,
-    ): LocalDateTime? = rs.getTimestamp(colIdx)?.takeUnless { rs.wasNull() }?.toLocalDateTime()
+    ): LocalDateTime? {
+        val timestampStr = rs.getString(colIdx)
+        return when {
+            rs.wasNull() -> null
+            timestampStr == "infinity" || timestampStr == "-infinity" ->
+                throw IllegalStateException("Timestamp '$timestampStr' is not supported")
+            else -> rs.getTimestamp(colIdx).toLocalDateTime()
+        }
+    }
 
     override fun set(
         stmt: PreparedStatement,
@@ -347,6 +364,21 @@ data object TimestampAccessor : JdbcAccessor<LocalDateTime> {
     }
 }
 
+data object TimestampTzGetter : JdbcGetter<OffsetDateTime> {
+    override fun get(
+        rs: ResultSet,
+        colIdx: Int,
+    ): OffsetDateTime? {
+        val timestampStr = rs.getString(colIdx)
+        return when {
+            rs.wasNull() -> null
+            timestampStr == "infinity" || timestampStr == "-infinity" ->
+                throw IllegalStateException("Timestamp '$timestampStr' is not supported")
+            else -> rs.getObject(colIdx, OffsetDateTime::class.java)
+        }
+    }
+}
+
 data object XmlAccessor : JdbcAccessor<String> {
     override fun get(
         rs: ResultSet,
@@ -416,6 +448,9 @@ data class AnySetter(
 data class ArrayGetter<T>(
     val elementGetter: JdbcGetter<T>,
 ) : JdbcGetter<List<T>> {
+    // TODO: Allow partial success.
+    //  Catch exceptions for individual values and replace with null.
+    //  This requires returning both a list of values and a list of exceptions.
     override fun get(
         rs: ResultSet,
         colIdx: Int,
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcConnectionFactory.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcConnectionFactory.kt
index 7ab36e78c8eb..a06f6d3a80de 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcConnectionFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcConnectionFactory.kt
@@ -23,7 +23,7 @@ private val log = KotlinLogging.logger {}
  * SSH tunnel session is shared by many connections.
  */
 @Singleton
-class JdbcConnectionFactory(
+open class JdbcConnectionFactory(
     val config: JdbcSourceConfiguration,
 ) : Supplier<Connection> {
 
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcFieldTypes.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcFieldTypes.kt
index e6bba19b8da9..9bcafa2106f7 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcFieldTypes.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/jdbc/JdbcFieldTypes.kt
@@ -273,7 +273,7 @@ data object OffsetTimeFieldType :
 data object OffsetDateTimeFieldType :
     LosslessJdbcFieldType<OffsetDateTime, OffsetDateTime>(
         LeafAirbyteSchemaType.TIMESTAMP_WITH_TIMEZONE,
-        ObjectGetter(OffsetDateTime::class.java),
+        TimestampTzGetter,
         OffsetDateTimeCodec,
         OffsetDateTimeCodec,
         AnyAccessor,
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartition.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartition.kt
index 71c37a9b5cb8..f2b5b1ff0895 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartition.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartition.kt
@@ -5,9 +5,9 @@
 package io.airbyte.cdk.read
 
 import com.fasterxml.jackson.databind.JsonNode
-import com.fasterxml.jackson.databind.node.ObjectNode
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.output.sockets.toJson
 import io.airbyte.cdk.util.Jsons
 
 /** Base class for default implementations of [JdbcPartition]. */
@@ -57,7 +57,7 @@ class DefaultJdbcUnsplittableSnapshotPartition(
 class DefaultJdbcUnsplittableSnapshotWithCursorPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: DefaultJdbcStreamState,
-    val cursor: Field,
+    val cursor: EmittedField,
 ) :
     DefaultJdbcUnsplittablePartition(selectQueryGenerator, streamState),
     JdbcCursorPartition<DefaultJdbcStreamState> {
@@ -79,7 +79,7 @@ class DefaultJdbcUnsplittableSnapshotWithCursorPartition(
 sealed class DefaultJdbcSplittablePartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: DefaultJdbcStreamState,
-    val checkpointColumns: List<Field>,
+    val checkpointColumns: List<EmittedField>,
 ) :
     DefaultJdbcPartition(selectQueryGenerator, streamState),
     JdbcSplittablePartition<DefaultJdbcStreamState> {
@@ -118,10 +118,10 @@ sealed class DefaultJdbcSplittablePartition(
 
     val where: WhereNode
         get() {
-            val zippedLowerBound: List<Pair<Field, JsonNode>> =
+            val zippedLowerBound: List<Pair<EmittedField, JsonNode>> =
                 lowerBound?.let { checkpointColumns.zip(it) } ?: listOf()
             val lowerBoundDisj: List<WhereClauseNode> =
-                zippedLowerBound.mapIndexed { idx: Int, (gtCol: Field, gtValue: JsonNode) ->
+                zippedLowerBound.mapIndexed { idx: Int, (gtCol: EmittedField, gtValue: JsonNode) ->
                     val lastLeaf: WhereClauseLeafNode =
                         if (isLowerBoundIncluded && idx == checkpointColumns.size - 1) {
                             GreaterOrEqual(gtCol, gtValue)
@@ -129,15 +129,16 @@ sealed class DefaultJdbcSplittablePartition(
                             Greater(gtCol, gtValue)
                         }
                     And(
-                        zippedLowerBound.take(idx).map { (eqCol: Field, eqValue: JsonNode) ->
+                        zippedLowerBound.take(idx).map { (eqCol: EmittedField, eqValue: JsonNode) ->
                             Equal(eqCol, eqValue)
                         } + listOf(lastLeaf),
                     )
                 }
-            val zippedUpperBound: List<Pair<Field, JsonNode>> =
+            val zippedUpperBound: List<Pair<EmittedField, JsonNode>> =
                 upperBound?.let { checkpointColumns.zip(it) } ?: listOf()
             val upperBoundDisj: List<WhereClauseNode> =
-                zippedUpperBound.mapIndexed { idx: Int, (leqCol: Field, leqValue: JsonNode) ->
+                zippedUpperBound.mapIndexed { idx: Int, (leqCol: EmittedField, leqValue: JsonNode)
+                    ->
                     val lastLeaf: WhereClauseLeafNode =
                         if (idx < zippedUpperBound.size - 1) {
                             Lesser(leqCol, leqValue)
@@ -145,7 +146,7 @@ sealed class DefaultJdbcSplittablePartition(
                             LesserOrEqual(leqCol, leqValue)
                         }
                     And(
-                        zippedUpperBound.take(idx).map { (eqCol: Field, eqValue: JsonNode) ->
+                        zippedUpperBound.take(idx).map { (eqCol: EmittedField, eqValue: JsonNode) ->
                             Equal(eqCol, eqValue)
                         } + listOf(lastLeaf),
                     )
@@ -177,7 +178,7 @@ sealed class DefaultJdbcSplittablePartition(
 class DefaultJdbcSplittableSnapshotPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: DefaultJdbcStreamState,
-    primaryKey: List<Field>,
+    primaryKey: List<EmittedField>,
     override val lowerBound: List<JsonNode>?,
     override val upperBound: List<JsonNode>?,
 ) : DefaultJdbcSplittablePartition(selectQueryGenerator, streamState, primaryKey) {
@@ -193,10 +194,11 @@ class DefaultJdbcSplittableSnapshotPartition(
                     )
             }
 
-    override fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue =
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
         DefaultJdbcStreamStateValue.snapshotCheckpoint(
             primaryKey = checkpointColumns,
-            primaryKeyCheckpoint = checkpointColumns.map { lastRecord[it.id] ?: Jsons.nullNode() },
+            primaryKeyCheckpoint =
+                checkpointColumns.map { lastRecord.data.toJson()[it.id] ?: Jsons.nullNode() },
         )
 }
 
@@ -206,8 +208,8 @@ class DefaultJdbcSplittableSnapshotPartition(
 sealed class DefaultJdbcCursorPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: DefaultJdbcStreamState,
-    checkpointColumns: List<Field>,
-    val cursor: Field,
+    checkpointColumns: List<EmittedField>,
+    val cursor: EmittedField,
     private val explicitCursorUpperBound: JsonNode?,
 ) :
     DefaultJdbcSplittablePartition(selectQueryGenerator, streamState, checkpointColumns),
@@ -229,10 +231,10 @@ sealed class DefaultJdbcCursorPartition(
 class DefaultJdbcSplittableSnapshotWithCursorPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: DefaultJdbcStreamState,
-    primaryKey: List<Field>,
+    primaryKey: List<EmittedField>,
     override val lowerBound: List<JsonNode>?,
     override val upperBound: List<JsonNode>?,
-    cursor: Field,
+    cursor: EmittedField,
     cursorUpperBound: JsonNode?,
 ) :
     DefaultJdbcCursorPartition(
@@ -260,10 +262,11 @@ class DefaultJdbcSplittableSnapshotWithCursorPartition(
                     )
             }
 
-    override fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue =
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
         DefaultJdbcStreamStateValue.snapshotWithCursorCheckpoint(
             primaryKey = checkpointColumns,
-            primaryKeyCheckpoint = checkpointColumns.map { lastRecord[it.id] ?: Jsons.nullNode() },
+            primaryKeyCheckpoint =
+                checkpointColumns.map { lastRecord.data.toJson()[it.id] ?: Jsons.nullNode() },
             cursor,
             cursorUpperBound,
         )
@@ -276,7 +279,7 @@ class DefaultJdbcSplittableSnapshotWithCursorPartition(
 class DefaultJdbcCursorIncrementalPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: DefaultJdbcStreamState,
-    cursor: Field,
+    cursor: EmittedField,
     val cursorLowerBound: JsonNode,
     override val isLowerBoundIncluded: Boolean,
     cursorUpperBound: JsonNode?,
@@ -300,9 +303,9 @@ class DefaultJdbcCursorIncrementalPartition(
                 cursorCheckpoint = cursorUpperBound,
             )
 
-    override fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue =
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
         DefaultJdbcStreamStateValue.cursorIncrementalCheckpoint(
             cursor,
-            cursorCheckpoint = lastRecord[cursor.id] ?: Jsons.nullNode(),
+            cursorCheckpoint = lastRecord.data.toJson()[cursor.id] ?: Jsons.nullNode(),
         )
 }
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactory.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactory.kt
index 8bcd6e20c54e..6149801b4893 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactory.kt
@@ -9,8 +9,8 @@ import io.airbyte.cdk.ConfigErrorException
 import io.airbyte.cdk.StreamIdentifier
 import io.airbyte.cdk.command.JdbcSourceConfiguration
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.output.CatalogValidationFailureHandler
 import io.airbyte.cdk.output.InvalidCursor
 import io.airbyte.cdk.output.InvalidPrimaryKey
@@ -56,14 +56,14 @@ class DefaultJdbcPartitionFactory(
         }
         val sv: DefaultJdbcStreamStateValue =
             Jsons.treeToValue(opaqueStateValue, DefaultJdbcStreamStateValue::class.java)
-        val pkMap: Map<Field, JsonNode> =
+        val pkMap: Map<EmittedField, JsonNode> =
             sv.pkMap(stream)
                 ?: run {
                     handler.accept(ResetStream(stream.id))
                     streamState.reset()
                     return coldStart(streamState)
                 }
-        val cursorPair: Pair<Field, JsonNode>? =
+        val cursorPair: Pair<EmittedField, JsonNode>? =
             if (sv.cursors.isEmpty()) {
                 null
             } else {
@@ -97,7 +97,7 @@ class DefaultJdbcPartitionFactory(
                 )
             }
         } else {
-            val (cursor: Field, cursorCheckpoint: JsonNode) = cursorPair
+            val (cursor: EmittedField, cursorCheckpoint: JsonNode) = cursorPair
             if (!isCursorBasedIncremental) {
                 handler.accept(ResetStream(stream.id))
                 streamState.reset()
@@ -130,11 +130,11 @@ class DefaultJdbcPartitionFactory(
         }
     }
 
-    private fun DefaultJdbcStreamStateValue.pkMap(stream: Stream): Map<Field, JsonNode>? {
+    private fun DefaultJdbcStreamStateValue.pkMap(stream: Stream): Map<EmittedField, JsonNode>? {
         if (primaryKey.isEmpty()) {
             return mapOf()
         }
-        val fields: List<Field> = stream.configuredPrimaryKey ?: listOf()
+        val fields: List<EmittedField> = stream.configuredPrimaryKey ?: listOf()
         if (primaryKey.keys != fields.map { it.id }.toSet()) {
             handler.accept(
                 InvalidPrimaryKey(stream.id, primaryKey.keys.toList()),
@@ -144,7 +144,9 @@ class DefaultJdbcPartitionFactory(
         return fields.associateWith { primaryKey[it.id]!! }
     }
 
-    private fun DefaultJdbcStreamStateValue.cursorPair(stream: Stream): Pair<Field, JsonNode>? {
+    private fun DefaultJdbcStreamStateValue.cursorPair(
+        stream: Stream
+    ): Pair<EmittedField, JsonNode>? {
         if (cursors.size > 1) {
             handler.accept(
                 InvalidCursor(stream.id, cursors.keys.toString()),
@@ -152,8 +154,8 @@ class DefaultJdbcPartitionFactory(
             return null
         }
         val cursorLabel: String = cursors.keys.first()
-        val cursor: FieldOrMetaField? = stream.schema.find { it.id == cursorLabel }
-        if (cursor !is Field) {
+        val cursor: DataOrMetaField? = stream.schema.find { it.id == cursorLabel }
+        if (cursor !is EmittedField) {
             handler.accept(
                 InvalidCursor(stream.id, cursorLabel),
             )
@@ -170,7 +172,7 @@ class DefaultJdbcPartitionFactory(
 
     private fun coldStart(streamState: DefaultJdbcStreamState): DefaultJdbcPartition {
         val stream: Stream = streamState.stream
-        val pkChosenFromCatalog: List<Field> = stream.configuredPrimaryKey ?: listOf()
+        val pkChosenFromCatalog: List<EmittedField> = stream.configuredPrimaryKey ?: listOf()
         if (stream.configuredSyncMode == ConfiguredSyncMode.FULL_REFRESH || configuration.global) {
             if (pkChosenFromCatalog.isEmpty()) {
                 return DefaultJdbcUnsplittableSnapshotPartition(
@@ -186,8 +188,8 @@ class DefaultJdbcPartitionFactory(
                 upperBound = null,
             )
         }
-        val cursorChosenFromCatalog: Field =
-            stream.configuredCursor as? Field ?: throw ConfigErrorException("no cursor")
+        val cursorChosenFromCatalog: EmittedField =
+            stream.configuredCursor as? EmittedField ?: throw ConfigErrorException("no cursor")
         if (pkChosenFromCatalog.isEmpty()) {
             return DefaultJdbcUnsplittableSnapshotWithCursorPartition(
                 selectQueryGenerator,
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcStreamStateValue.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcStreamStateValue.kt
index cf814764b853..280db3be2abf 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcStreamStateValue.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/DefaultJdbcStreamStateValue.kt
@@ -7,7 +7,7 @@ package io.airbyte.cdk.read
 import com.fasterxml.jackson.annotation.JsonProperty
 import com.fasterxml.jackson.databind.JsonNode
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.util.Jsons
 
 /**
@@ -26,7 +26,7 @@ data class DefaultJdbcStreamStateValue(
 
         /** Value representing the progress of a ongoing snapshot not involving cursor columns. */
         fun snapshotCheckpoint(
-            primaryKey: List<Field>,
+            primaryKey: List<EmittedField>,
             primaryKeyCheckpoint: List<JsonNode>,
         ): OpaqueStateValue =
             when (primaryKeyCheckpoint.first().isNull) {
@@ -41,9 +41,9 @@ data class DefaultJdbcStreamStateValue(
 
         /** Value representing the progress of an ongoing snapshot involving cursor columns. */
         fun snapshotWithCursorCheckpoint(
-            primaryKey: List<Field>,
+            primaryKey: List<EmittedField>,
             primaryKeyCheckpoint: List<JsonNode>,
-            cursor: Field,
+            cursor: EmittedField,
             cursorUpperBound: JsonNode,
         ): OpaqueStateValue =
             when (primaryKeyCheckpoint.first().isNull) {
@@ -59,7 +59,7 @@ data class DefaultJdbcStreamStateValue(
 
         /** Value representing the progress of an ongoing incremental cursor read. */
         fun cursorIncrementalCheckpoint(
-            cursor: Field,
+            cursor: EmittedField,
             cursorCheckpoint: JsonNode,
         ): OpaqueStateValue =
             when (cursorCheckpoint.isNull) {
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartition.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartition.kt
index fe76774bf4ff..979a9cfe2436 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartition.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartition.kt
@@ -4,7 +4,6 @@
 
 package io.airbyte.cdk.read
 
-import com.fasterxml.jackson.databind.node.ObjectNode
 import io.airbyte.cdk.command.OpaqueStateValue
 
 /**
@@ -45,7 +44,7 @@ interface JdbcSplittablePartition<S : JdbcStreamState<*>> : JdbcPartition<S> {
     fun resumableQuery(limit: Long): SelectQuery
 
     /** State value to emit when the partition is read up to (and including) [lastRecord]. */
-    fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue
+    fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue
 }
 
 /** A [JdbcPartition] which allows cursor-based incremental reads. */
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionReader.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionReader.kt
index a093b4497f77..b6a5904898d4 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionReader.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionReader.kt
@@ -1,16 +1,15 @@
 /* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
 package io.airbyte.cdk.read
 
-import com.fasterxml.jackson.databind.node.ObjectNode
 import edu.umd.cs.findbugs.annotations.SuppressFBWarnings
 import io.airbyte.cdk.TransientErrorException
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
-import io.airbyte.cdk.output.DataChannelMedium.*
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.output.DataChannelMedium.SOCKET
+import io.airbyte.cdk.output.DataChannelMedium.STDIO
 import io.airbyte.cdk.output.OutputMessageRouter
 import io.airbyte.cdk.output.sockets.NativeRecordPayload
-import io.airbyte.cdk.output.sockets.toJson
-import io.airbyte.cdk.util.Jsons
 import io.airbyte.protocol.models.v0.AirbyteStateMessage
 import io.airbyte.protocol.models.v0.AirbyteStreamStatusTraceMessage
 import java.time.Duration
@@ -28,7 +27,7 @@ sealed class JdbcPartitionReader<P : JdbcPartition<*>>(
 ) : PartitionReader {
 
     lateinit var outputMessageRouter: OutputMessageRouter
-    lateinit var outputRoute: ((NativeRecordPayload, Map<Field, FieldValueChange>?) -> Unit)
+    lateinit var outputRoute: ((NativeRecordPayload, Map<EmittedField, FieldValueChange>?) -> Unit)
 
     protected var partitionId: String = generatePartitionId(4)
     val streamState: JdbcStreamState<*> = partition.streamState
@@ -143,6 +142,7 @@ class JdbcNonResumablePartitionReader<P : JdbcPartition<*>>(
                     numRecords.incrementAndGet()
                 }
             }
+        streamState.validatePartition(partition, JdbcConnectionFactory(sharedState.configuration))
         runComplete.set(true)
     }
 
@@ -172,7 +172,7 @@ class JdbcResumablePartitionReader<P : JdbcSplittablePartition<*>>(
 
     val incumbentLimit = AtomicLong()
     val numRecords = AtomicLong()
-    val lastRecord = AtomicReference<ObjectNode?>(null)
+    val lastRecord = AtomicReference<SelectQuerier.ResultRow>(null)
     val runComplete = AtomicBoolean(false)
 
     override suspend fun run() {
@@ -196,7 +196,7 @@ class JdbcResumablePartitionReader<P : JdbcSplittablePartition<*>>(
             .use { result: SelectQuerier.Result ->
                 for (row in result) {
                     out(row)
-                    lastRecord.set(row.data.toJson(Jsons.objectNode()))
+                    lastRecord.set(row)
                     // Check activity periodically to handle timeout.
                     if (numRecords.incrementAndGet() % fetchSize == 0L) {
                         coroutineContext.ensureActive()
@@ -233,7 +233,7 @@ class JdbcResumablePartitionReader<P : JdbcSplittablePartition<*>>(
                 streamState.updateLimitState { it.down }
             }
         }
-        val checkpointState: OpaqueStateValue = partition.incompleteState(lastRecord.get()!!)
+        val checkpointState: OpaqueStateValue = partition.incompleteState(lastRecord.get())
         return PartitionReadCheckpoint(
             checkpointState,
             numRecords.get(),
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreator.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreator.kt
index 7c8b53e78725..e062b6d5f962 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreator.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreator.kt
@@ -100,8 +100,8 @@ abstract class JdbcPartitionsCreator<
     }
 
     /** Collects a sample of rows in the unsplit partition. */
-    fun <T> collectSample(
-        recordMapper: (ObjectNode) -> T,
+    open fun <T> collectSample(
+        recordMapper: (SelectQuerier.ResultRow) -> T,
     ): Sample<T> {
         val values = mutableListOf<T>()
         var previousWeight = 0L
@@ -116,7 +116,7 @@ abstract class JdbcPartitionsCreator<
             val samplingQuery: SelectQuery = partition.samplingQuery(sampleRateInvPow2)
             selectQuerier.executeQuery(samplingQuery).use {
                 for (row in it) {
-                    values.add(recordMapper(row.data.toJson()))
+                    values.add(recordMapper(row))
                 }
             }
             if (values.size < sharedState.maxSampleSize) {
@@ -162,8 +162,9 @@ class JdbcSequentialPartitionsCreator<
         }
         if (streamState.fetchSize == null) {
             if (sharedState.withSampling) {
-                val rowByteSizeSample: Sample<Long> =
-                    collectSample(sharedState.rowByteSizeEstimator()::apply)
+                val rowByteSizeSample: Sample<Long> = collectSample {
+                    sharedState.rowByteSizeEstimator().apply(it.data.toJson())
+                }
                 val expectedTableByteSize: Long =
                     rowByteSizeSample.sampledValues.sum() * rowByteSizeSample.valueWeight
                 log.info { "Table memory size estimated at ${expectedTableByteSize shr 20} MiB." }
@@ -187,13 +188,13 @@ class JdbcSequentialPartitionsCreator<
             return listOf(JdbcNonResumablePartitionReader(partition))
         }
         // Happy path.
-        log.info { "Table will be read by sequential partition reader(s)." }
+        log.info { "Table will be read by sequential partition reader." }
         return listOf(JdbcResumablePartitionReader(partition))
     }
 }
 
 /** Concurrent JDBC implementation of [PartitionsCreator]. */
-class JdbcConcurrentPartitionsCreator<
+open class JdbcConcurrentPartitionsCreator<
     A : JdbcSharedState,
     S : JdbcStreamState<A>,
     P : JdbcPartition<S>,
@@ -223,12 +224,14 @@ class JdbcConcurrentPartitionsCreator<
             return listOf(JdbcNonResumablePartitionReader(partition))
         }
         // Sample the table for partition split boundaries and for record byte sizes.
-        val sample: Sample<Pair<OpaqueStateValue?, Long>> = collectSample { record: ObjectNode ->
-            val boundary: OpaqueStateValue? =
-                (partition as? JdbcSplittablePartition<*>)?.incompleteState(record)
-            val rowByteSize: Long = sharedState.rowByteSizeEstimator().apply(record)
-            boundary to rowByteSize
-        }
+        val sample: Sample<Pair<OpaqueStateValue?, Long>> =
+            collectSample { record: SelectQuerier.ResultRow ->
+                val boundary: OpaqueStateValue? =
+                    (partition as? JdbcSplittablePartition<*>)?.incompleteState(record)
+                val rowByteSize: Long =
+                    sharedState.rowByteSizeEstimator().apply(record.data.toJson())
+                boundary to rowByteSize
+            }
         if (sample.kind == Sample.Kind.EMPTY) {
             log.info { "Sampling query found that the table was empty." }
             return listOf(CheckpointOnlyPartitionReader())
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcStreamState.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcStreamState.kt
index ebdcc72d7834..4a4c4dddf5a4 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcStreamState.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/JdbcStreamState.kt
@@ -5,6 +5,7 @@
 package io.airbyte.cdk.read
 
 import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
 
 /**
  * Encapsulates database-specific transient state for a particular [stream].
@@ -43,4 +44,9 @@ interface JdbcStreamState<A : JdbcSharedState> {
 
     /** Resets the transient state to its initial setting. */
     fun reset()
+
+    fun validatePartition(
+        partition: JdbcPartition<*>,
+        jdbcConnectionFactory: JdbcConnectionFactory
+    ) {}
 }
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerier.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerier.kt
index a5bb60a5b60c..fe5a8e9fee7b 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerier.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerier.kt
@@ -4,7 +4,8 @@ package io.airbyte.cdk.read
 import com.fasterxml.jackson.databind.node.ObjectNode
 import io.airbyte.cdk.data.JsonEncoder
 import io.airbyte.cdk.data.NullCodec
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.discover.NonEmittedField
 import io.airbyte.cdk.jdbc.JdbcConnectionFactory
 import io.airbyte.cdk.jdbc.JdbcFieldType
 import io.airbyte.cdk.output.sockets.FieldValueEncoder
@@ -41,7 +42,8 @@ interface SelectQuerier {
 
     interface ResultRow {
         val data: NativeRecordPayload
-        val changes: Map<Field, FieldValueChange>
+        val changes: Map<EmittedField, FieldValueChange>
+        val nonEmittedData: NativeRecordPayload
     }
 }
 
@@ -57,7 +59,8 @@ class JdbcSelectQuerier(
 
     data class ResultRow(
         override val data: NativeRecordPayload = mutableMapOf(),
-        override var changes: MutableMap<Field, FieldValueChange> = mutableMapOf(),
+        override var changes: MutableMap<EmittedField, FieldValueChange> = mutableMapOf(),
+        override var nonEmittedData: NativeRecordPayload = mutableMapOf(),
     ) : SelectQuerier.ResultRow
 
     class Result(
@@ -137,25 +140,36 @@ class JdbcSelectQuerier(
                 log.debug { "Getting value #$colIdx for $column." }
                 val jdbcFieldType: JdbcFieldType<*> = column.type as JdbcFieldType<*>
                 try {
-                    @Suppress("UNCHECKED_CAST")
-                    resultRow.data[column.id] =
-                        FieldValueEncoder(
-                            jdbcFieldType.jdbcGetter.get(rs!!, colIdx),
-                            jdbcFieldType.jsonEncoder as JsonEncoder<in Any?>,
-                        )
+                    if (column is NonEmittedField) {
+                        @Suppress("UNCHECKED_CAST") // TODO: See if we can avoid an unchecked cast
+                        resultRow.nonEmittedData[column.id] =
+                            FieldValueEncoder(
+                                jdbcFieldType.jdbcGetter.get(rs!!, colIdx),
+                                jdbcFieldType.jsonEncoder as JsonEncoder<in Any?>,
+                            )
+                    } else {
+                        @Suppress("UNCHECKED_CAST")
+                        resultRow.data[column.id] =
+                            FieldValueEncoder(
+                                jdbcFieldType.jdbcGetter.get(rs!!, colIdx),
+                                jdbcFieldType.jsonEncoder as JsonEncoder<in Any?>,
+                            )
+                    }
                 } catch (e: Exception) {
-                    resultRow.data[column.id] =
-                        FieldValueEncoder(
-                            null,
-                            NullCodec // Use NullCodec for null values
-                        ) // Use NullCodec for null values
                     if (!hasLoggedException) {
                         log.warn(e) { "Error deserializing value in column $column." }
                         hasLoggedException = true
                     } else {
                         log.debug(e) { "Error deserializing value in column $column." }
                     }
-                    resultRow.changes.set(column, FieldValueChange.RETRIEVAL_FAILURE_TOTAL)
+                    if (column is EmittedField) {
+                        resultRow.changes[column] = FieldValueChange.RETRIEVAL_FAILURE_TOTAL
+                        resultRow.data[column.id] =
+                            FieldValueEncoder(
+                                null,
+                                NullCodec // Use NullCodec for null values
+                            ) // Use NullCodec for null values
+                    }
                 }
                 colIdx++
             }
@@ -189,3 +203,51 @@ class JdbcSelectQuerier(
         }
     }
 }
+
+private val throwNoResultsIllegalState = {
+    throw IllegalStateException("Query unexpectedly produced no results")
+}
+private val throwMultipleResultsIllegalState = {
+    throw IllegalStateException("Query unexpectedly produced multiple results")
+}
+
+/**
+ * Convenience function for executing a query that is expected to return exactly one row and
+ * extracting a single value from that row.
+ *
+ * @param jdbcConnectionFactory Factory for creating JDBC connections
+ * @param query SQL query string to execute (should return exactly one row)
+ * @param bindParameters Optional lambda to bind parameters to the PreparedStatement before
+ * execution
+ * @param withResultSet Lambda function to process the ResultSet and extract the desired value
+ * @param noResultsCase Lambda to execute if the query returns no results
+ * @param multipleResultsCase Lambda to execute if the query returns multiple results
+ * @return The value extracted from the single result row using the withRS function
+ */
+fun <T> querySingleValue(
+    jdbcConnectionFactory: JdbcConnectionFactory,
+    query: String,
+    bindParameters: ((PreparedStatement) -> Unit)? = null,
+    withResultSet: (ResultSet) -> T,
+    noResultsCase: () -> Unit = throwNoResultsIllegalState,
+    multipleResultsCase: () -> Unit = throwMultipleResultsIllegalState,
+): T {
+    jdbcConnectionFactory.get().use { connection ->
+        connection.prepareStatement(query).use { stmt ->
+            bindParameters?.invoke(stmt)
+            stmt.executeQuery().use { rs ->
+                if (!rs.next()) {
+                    noResultsCase()
+                    // if non-throwing noResultsCase was supplied, we still need to throw
+                    throwNoResultsIllegalState()
+                }
+                if (!rs.isLast) {
+                    multipleResultsCase()
+                    // if non-throwing multipleResultsCase was supplied, we still need to throw
+                    throwMultipleResultsIllegalState()
+                }
+                return withResultSet(rs)
+            }
+        }
+    }
+}
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuery.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuery.kt
index 48c3175559e6..833f4b015494 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuery.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuery.kt
@@ -2,7 +2,7 @@
 package io.airbyte.cdk.read
 
 import com.fasterxml.jackson.databind.JsonNode
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.DataField
 import io.airbyte.cdk.jdbc.LosslessJdbcFieldType
 
 /**
@@ -11,7 +11,7 @@ import io.airbyte.cdk.jdbc.LosslessJdbcFieldType
  */
 data class SelectQuery(
     val sql: String,
-    val columns: List<Field>,
+    val columns: List<DataField>,
     val bindings: List<Binding>,
 ) {
     data class Binding(
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerySpec.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerySpec.kt
index 1d821605479d..23388479f35b 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerySpec.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/read/SelectQuerySpec.kt
@@ -2,7 +2,7 @@
 package io.airbyte.cdk.read
 
 import com.fasterxml.jackson.databind.JsonNode
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.DataField
 import java.math.BigDecimal
 
 /**
@@ -21,19 +21,19 @@ data class SelectQuerySpec(
 )
 
 sealed interface SelectNode {
-    val columns: List<Field>
+    val columns: List<DataField>
 }
 
 data class SelectColumns(
-    override val columns: List<Field>,
+    override val columns: List<DataField>,
 ) : SelectNode {
-    constructor(vararg columns: Field) : this(columns.toList())
+    constructor(vararg columns: DataField) : this(columns.toList())
 }
 
 data class SelectColumnMaxValue(
-    val column: Field,
+    val column: DataField,
 ) : SelectNode {
-    override val columns: List<Field>
+    override val columns: List<DataField>
         get() = listOf(column)
 }
 
@@ -65,6 +65,13 @@ data class FromSample(
         get() = 1L shl sampleRateInvPow2
 }
 
+fun FromNode.optimize(): FromNode =
+    when (this) {
+        NoFrom -> this
+        is From -> this
+        is FromSample -> where?.let { this.copy(where = where.optimize()) } ?: this
+    }
+
 sealed interface WhereNode
 
 data object NoWhere : WhereNode
@@ -88,41 +95,41 @@ data class Or(
 }
 
 sealed interface WhereClauseLeafNode : WhereClauseNode {
-    val column: Field
+    val column: DataField
     val bindingValue: JsonNode
 }
 
 data class GreaterOrEqual(
-    override val column: Field,
+    override val column: DataField,
     override val bindingValue: JsonNode,
 ) : WhereClauseLeafNode
 
 data class Greater(
-    override val column: Field,
+    override val column: DataField,
     override val bindingValue: JsonNode,
 ) : WhereClauseLeafNode
 
 data class LesserOrEqual(
-    override val column: Field,
+    override val column: DataField,
     override val bindingValue: JsonNode,
 ) : WhereClauseLeafNode
 
 data class Lesser(
-    override val column: Field,
+    override val column: DataField,
     override val bindingValue: JsonNode,
 ) : WhereClauseLeafNode
 
 data class Equal(
-    override val column: Field,
+    override val column: DataField,
     override val bindingValue: JsonNode,
 ) : WhereClauseLeafNode
 
 sealed interface OrderByNode
 
 data class OrderBy(
-    val columns: List<Field>,
+    val columns: List<DataField>,
 ) : OrderByNode {
-    constructor(vararg columns: Field) : this(columns.toList())
+    constructor(vararg columns: DataField) : this(columns.toList())
 }
 
 data object NoOrderBy : OrderByNode
@@ -136,7 +143,7 @@ data class Limit(
 data object NoLimit : LimitNode
 
 fun SelectQuerySpec.optimize(): SelectQuerySpec =
-    SelectQuerySpec(select.optimize(), from, where.optimize(), orderBy.optimize(), limit)
+    SelectQuerySpec(select.optimize(), from.optimize(), where.optimize(), orderBy.optimize(), limit)
 
 fun SelectNode.optimize(): SelectNode =
     when (this) {
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactoryTest.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactoryTest.kt
index 26ac2e73ca0f..36269a13edd0 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactoryTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/discover/JdbcAirbyteStreamFactoryTest.kt
@@ -32,7 +32,12 @@ class JdbcAirbyteStreamFactoryTest {
         `when`(streamId.namespace).thenReturn("test_namespace")
         `when`(discoveredStream.id).thenReturn(streamId)
         `when`(discoveredStream.columns)
-            .thenReturn(listOf(Field("id", BigIntegerFieldType), Field("name", StringFieldType)))
+            .thenReturn(
+                listOf(
+                    EmittedField("id", BigIntegerFieldType),
+                    EmittedField("name", StringFieldType)
+                )
+            )
     }
 
     @Test
@@ -85,7 +90,7 @@ class JdbcAirbyteStreamFactoryTest {
         `when`(config.isCdc()).thenReturn(false)
         `when`(discoveredStream.primaryKeyColumnIDs).thenReturn(emptyList())
         `when`(discoveredStream.columns)
-            .thenReturn(listOf(Field("non_cursor_col", BooleanFieldType)))
+            .thenReturn(listOf(EmittedField("non_cursor_col", BooleanFieldType)))
 
         val factory = H2SourceOperations()
         val stream = factory.create(config, discoveredStream)
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactoryTest.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactoryTest.kt
index f6ac9bca6a45..1f667792eb30 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactoryTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/DefaultJdbcPartitionFactoryTest.kt
@@ -313,7 +313,7 @@ class DefaultJdbcPartitionFactoryTest {
                         stream.namespace,
                         sampleRateInvPow2 = 8,
                         DefaultJdbcConstants.TABLE_SAMPLE_SIZE,
-                        Where(Or(listOf(And(listOf(Greater(id, IntCodec.encode(22))))))),
+                        Where(Greater(id, IntCodec.encode(22))),
                     ),
                     NoWhere,
                     OrderBy(id),
@@ -372,7 +372,7 @@ class DefaultJdbcPartitionFactoryTest {
                         stream.namespace,
                         sampleRateInvPow2 = 8,
                         DefaultJdbcConstants.TABLE_SAMPLE_SIZE,
-                        Where(Or(listOf(And(listOf(Greater(id, IntCodec.encode(22))))))),
+                        Where(Greater(id, IntCodec.encode(22))),
                     ),
                     NoWhere,
                     OrderBy(id)
@@ -456,30 +456,8 @@ class DefaultJdbcPartitionFactoryTest {
                         DefaultJdbcConstants.TABLE_SAMPLE_SIZE,
                         Where(
                             And(
-                                Or(
-                                    listOf(
-                                        And(
-                                            listOf(
-                                                GreaterOrEqual(
-                                                    ts,
-                                                    LocalDateCodec.encode(cursorValue)
-                                                )
-                                            )
-                                        )
-                                    )
-                                ),
-                                Or(
-                                    listOf(
-                                        And(
-                                            listOf(
-                                                LesserOrEqual(
-                                                    ts,
-                                                    LocalDateCodec.encode(cursorUpperBound)
-                                                )
-                                            )
-                                        )
-                                    )
-                                )
+                                GreaterOrEqual(ts, LocalDateCodec.encode(cursorValue)),
+                                LesserOrEqual(ts, LocalDateCodec.encode(cursorUpperBound))
                             )
                         ),
                     ),
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreatorTest.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreatorTest.kt
index d86e7932c161..c20633cdca34 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreatorTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcPartitionsCreatorTest.kt
@@ -146,16 +146,7 @@ class JdbcPartitionsCreatorTest {
                                         stream().namespace,
                                         sampleRateInvPow2 = 16,
                                         sampleSize = 4,
-                                        where =
-                                            Where(
-                                                Or(
-                                                    listOf(
-                                                        And(
-                                                            listOf(Greater(id, IntCodec.encode(22)))
-                                                        )
-                                                    )
-                                                )
-                                            )
+                                        where = Where(Greater(id, IntCodec.encode(22)))
                                     ),
                                     NoWhere,
                                     OrderBy(id)
@@ -172,16 +163,7 @@ class JdbcPartitionsCreatorTest {
                                         stream().namespace,
                                         sampleRateInvPow2 = 8,
                                         sampleSize = 4,
-                                        where =
-                                            Where(
-                                                Or(
-                                                    listOf(
-                                                        And(
-                                                            listOf(Greater(id, IntCodec.encode(22)))
-                                                        )
-                                                    )
-                                                )
-                                            )
+                                        where = Where(Greater(id, IntCodec.encode(22)))
                                     ),
                                     NoWhere,
                                     OrderBy(id)
@@ -279,16 +261,7 @@ class JdbcPartitionsCreatorTest {
                                         stream().namespace,
                                         sampleRateInvPow2 = 16,
                                         sampleSize = 4,
-                                        where =
-                                            Where(
-                                                Or(
-                                                    listOf(
-                                                        And(
-                                                            listOf(Greater(id, IntCodec.encode(22)))
-                                                        )
-                                                    )
-                                                )
-                                            )
+                                        where = Where(Greater(id, IntCodec.encode(22)))
                                     ),
                                     NoWhere,
                                     OrderBy(id)
@@ -305,16 +278,7 @@ class JdbcPartitionsCreatorTest {
                                         stream().namespace,
                                         sampleRateInvPow2 = 8,
                                         sampleSize = 4,
-                                        where =
-                                            Where(
-                                                Or(
-                                                    listOf(
-                                                        And(
-                                                            listOf(Greater(id, IntCodec.encode(22)))
-                                                        )
-                                                    )
-                                                )
-                                            )
+                                        where = Where(Greater(id, IntCodec.encode(22)))
                                     ),
                                     NoWhere,
                                     OrderBy(id)
@@ -327,7 +291,7 @@ class JdbcPartitionsCreatorTest {
                         )
                     ),
             )
-        val expectedFetchSize = 674 // adjust this as needed based on inputs
+        val expectedFetchSize = 681 // adjust this as needed based on inputs
         val factory = sharedState.factory()
         val initialPartition =
             factory.create(stream.bootstrap(opaqueStateValue(pk = 22))).asPartition()
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcSelectQuerierTest.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcSelectQuerierTest.kt
index 00ba619c3c2a..04c7724fb2ca 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcSelectQuerierTest.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/JdbcSelectQuerierTest.kt
@@ -2,7 +2,7 @@
 package io.airbyte.cdk.read
 
 import com.fasterxml.jackson.databind.JsonNode
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.h2.H2TestFixture
 import io.airbyte.cdk.h2source.H2SourceConfiguration
 import io.airbyte.cdk.h2source.H2SourceConfigurationFactory
@@ -32,7 +32,8 @@ class JdbcSelectQuerierTest {
         h2.execute("INSERT INTO kv (k, v) VALUES (1, 'foo'), (2, 'bar'), (3, NULL);")
     }
 
-    val columns: List<Field> = listOf(Field("k", IntFieldType), Field("v", StringFieldType))
+    val columns: List<EmittedField> =
+        listOf(EmittedField("k", IntFieldType), EmittedField("v", StringFieldType))
 
     @Test
     fun testVanilla() {
diff --git a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/TestFixtures.kt b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/TestFixtures.kt
index c811cbdd7d50..5c4392bcb4e1 100644
--- a/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/TestFixtures.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-jdbc/src/test/kotlin/io/airbyte/cdk/read/TestFixtures.kt
@@ -11,7 +11,9 @@ import io.airbyte.cdk.StreamIdentifier
 import io.airbyte.cdk.command.JdbcSourceConfiguration
 import io.airbyte.cdk.command.OpaqueStateValue
 import io.airbyte.cdk.command.TableFilter
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.data.IntCodec
+import io.airbyte.cdk.data.LocalDateCodec
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.MetaField
 import io.airbyte.cdk.discover.MetaFieldDecorator
 import io.airbyte.cdk.jdbc.DefaultJdbcConstants
@@ -23,6 +25,7 @@ import io.airbyte.cdk.output.BufferingOutputConsumer
 import io.airbyte.cdk.output.CatalogValidationFailure
 import io.airbyte.cdk.output.DataChannelFormat
 import io.airbyte.cdk.output.DataChannelMedium
+import io.airbyte.cdk.output.sockets.FieldValueEncoder
 import io.airbyte.cdk.output.sockets.NativeRecordPayload
 import io.airbyte.cdk.ssh.SshConnectionOptions
 import io.airbyte.cdk.ssh.SshTunnelMethodConfiguration
@@ -35,9 +38,9 @@ import org.junit.jupiter.api.Assertions
 
 object TestFixtures {
 
-    val id = Field("id", IntFieldType)
-    val ts = Field("ts", LocalDateFieldType)
-    val msg = Field("msg", StringFieldType)
+    val id = EmittedField("id", IntFieldType)
+    val ts = EmittedField("ts", LocalDateFieldType)
+    val msg = EmittedField("msg", StringFieldType)
 
     fun stream(
         withPK: Boolean = true,
@@ -67,14 +70,15 @@ object TestFixtures {
     fun record(
         pk: Int? = null,
         cursor: LocalDate? = null,
-    ): ObjectNode =
-        Jsons.readTree(
-            listOfNotNull(
-                    """ "${id.id}" : $pk """.takeIf { pk != null },
-                    """ "${ts.id}" : "$cursor" """.takeIf { cursor != null },
-                )
-                .joinToString(",", "{", "}")
-        ) as ObjectNode
+    ): SelectQuerier.ResultRow =
+        JdbcSelectQuerier.ResultRow(
+            mutableMapOf(
+                "id" to FieldValueEncoder(pk, IntCodec),
+                "ts" to FieldValueEncoder(cursor, LocalDateCodec)
+            ),
+            mutableMapOf(),
+            mutableMapOf(),
+        )
 
     fun sharedState(
         global: Boolean = false,
@@ -171,7 +175,8 @@ object TestFixtures {
                 override fun next(): SelectQuerier.ResultRow =
                     object : SelectQuerier.ResultRow {
                         override val data: NativeRecordPayload = wrapped.next()
-                        override val changes: Map<Field, FieldValueChange> = emptyMap()
+                        override val changes: Map<EmittedField, FieldValueChange> = emptyMap()
+                        override val nonEmittedData: NativeRecordPayload = mutableMapOf()
                     }
                 override fun close() {}
             }
diff --git a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartition.kt b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartition.kt
index 78bb696210f7..ee97e48c6196 100644
--- a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartition.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartition.kt
@@ -5,9 +5,9 @@
 package io.airbyte.cdk
 
 import com.fasterxml.jackson.databind.JsonNode
-import com.fasterxml.jackson.databind.node.ObjectNode
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.output.sockets.toJson
 import io.airbyte.cdk.read.And
 import io.airbyte.cdk.read.DefaultJdbcStreamStateValue
 import io.airbyte.cdk.read.Equal
@@ -25,6 +25,7 @@ import io.airbyte.cdk.read.Or
 import io.airbyte.cdk.read.OrderBy
 import io.airbyte.cdk.read.SelectColumnMaxValue
 import io.airbyte.cdk.read.SelectColumns
+import io.airbyte.cdk.read.SelectQuerier
 import io.airbyte.cdk.read.SelectQuery
 import io.airbyte.cdk.read.SelectQueryGenerator
 import io.airbyte.cdk.read.SelectQuerySpec
@@ -91,7 +92,7 @@ class TriggerUnsplittableSnapshotPartition(
 class TriggerUnsplittableSnapshotWithCursorPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: TriggerStreamState,
-    val cursor: Field,
+    val cursor: EmittedField,
     config: TriggerTableConfig,
 ) :
     TriggerUnsplittablePartition(selectQueryGenerator, streamState, config),
@@ -115,7 +116,7 @@ sealed class TriggerSplittablePartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: TriggerStreamState,
     config: TriggerTableConfig,
-    val checkpointColumns: List<Field>,
+    val checkpointColumns: List<EmittedField>,
     val triggerCdcPartitionState: TriggerCdcPartitionState? = null,
 ) :
     TriggerPartition(selectQueryGenerator, streamState, config),
@@ -181,10 +182,10 @@ sealed class TriggerSplittablePartition(
 
     val where: Where
         get() {
-            val zippedLowerBound: List<Pair<Field, JsonNode>> =
+            val zippedLowerBound: List<Pair<EmittedField, JsonNode>> =
                 lowerBound?.let { checkpointColumns.zip(it) } ?: listOf()
             val lowerBoundDisj: List<WhereClauseNode> =
-                zippedLowerBound.mapIndexed { idx: Int, (gtCol: Field, gtValue: JsonNode) ->
+                zippedLowerBound.mapIndexed { idx: Int, (gtCol: EmittedField, gtValue: JsonNode) ->
                     val lastLeaf: WhereClauseLeafNode =
                         if (isLowerBoundIncluded && idx == checkpointColumns.size - 1) {
                             GreaterOrEqual(gtCol, gtValue)
@@ -192,15 +193,16 @@ sealed class TriggerSplittablePartition(
                             Greater(gtCol, gtValue)
                         }
                     And(
-                        zippedLowerBound.take(idx).map { (eqCol: Field, eqValue: JsonNode) ->
+                        zippedLowerBound.take(idx).map { (eqCol: EmittedField, eqValue: JsonNode) ->
                             Equal(eqCol, eqValue)
                         } + listOf(lastLeaf),
                     )
                 }
-            val zippedUpperBound: List<Pair<Field, JsonNode>> =
+            val zippedUpperBound: List<Pair<EmittedField, JsonNode>> =
                 upperBound?.let { checkpointColumns.zip(it) } ?: listOf()
             val upperBoundDisj: List<WhereClauseNode> =
-                zippedUpperBound.mapIndexed { idx: Int, (leqCol: Field, leqValue: JsonNode) ->
+                zippedUpperBound.mapIndexed { idx: Int, (leqCol: EmittedField, leqValue: JsonNode)
+                    ->
                     val lastLeaf: WhereClauseLeafNode =
                         if (idx < zippedUpperBound.size - 1) {
                             Lesser(leqCol, leqValue)
@@ -208,7 +210,7 @@ sealed class TriggerSplittablePartition(
                             LesserOrEqual(leqCol, leqValue)
                         }
                     And(
-                        zippedUpperBound.take(idx).map { (eqCol: Field, eqValue: JsonNode) ->
+                        zippedUpperBound.take(idx).map { (eqCol: EmittedField, eqValue: JsonNode) ->
                             Equal(eqCol, eqValue)
                         } + listOf(lastLeaf),
                     )
@@ -224,7 +226,7 @@ class TriggerSplittableSnapshotPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: TriggerStreamState,
     config: TriggerTableConfig,
-    primaryKey: List<Field>,
+    primaryKey: List<EmittedField>,
     triggerCdcPartitionState: TriggerCdcPartitionState? = null,
     override val lowerBound: List<JsonNode>?,
     override val upperBound: List<JsonNode>?,
@@ -248,10 +250,11 @@ class TriggerSplittableSnapshotPartition(
                     )
             }
 
-    override fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue =
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
         DefaultJdbcStreamStateValue.snapshotCheckpoint(
             primaryKey = checkpointColumns,
-            primaryKeyCheckpoint = checkpointColumns.map { lastRecord[it.id] ?: Jsons.nullNode() },
+            primaryKeyCheckpoint =
+                checkpointColumns.map { lastRecord.data.toJson()[it.id] ?: Jsons.nullNode() },
         )
 }
 
@@ -262,9 +265,9 @@ sealed class TriggerCursorPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: TriggerStreamState,
     config: TriggerTableConfig,
-    checkpointColumns: List<Field>,
+    checkpointColumns: List<EmittedField>,
     triggerCdcPartitionState: TriggerCdcPartitionState? = null,
-    val cursor: Field,
+    val cursor: EmittedField,
     private val explicitCursorUpperBound: JsonNode?,
 ) :
     TriggerSplittablePartition(
@@ -301,11 +304,11 @@ class TriggerSplittableSnapshotWithCursorPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: TriggerStreamState,
     config: TriggerTableConfig,
-    primaryKey: List<Field>,
+    primaryKey: List<EmittedField>,
     triggerCdcPartitionState: TriggerCdcPartitionState? = null,
     override val lowerBound: List<JsonNode>?,
     override val upperBound: List<JsonNode>?,
-    cursor: Field,
+    cursor: EmittedField,
     cursorUpperBound: JsonNode?,
 ) :
     TriggerCursorPartition(
@@ -335,10 +338,11 @@ class TriggerSplittableSnapshotWithCursorPartition(
                     )
             }
 
-    override fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue =
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
         DefaultJdbcStreamStateValue.snapshotWithCursorCheckpoint(
             primaryKey = checkpointColumns,
-            primaryKeyCheckpoint = checkpointColumns.map { lastRecord[it.id] ?: Jsons.nullNode() },
+            primaryKeyCheckpoint =
+                checkpointColumns.map { lastRecord.data.toJson()[it.id] ?: Jsons.nullNode() },
             cursor,
             cursorUpperBound,
         )
@@ -352,7 +356,7 @@ class TriggerCursorIncrementalPartition(
     selectQueryGenerator: SelectQueryGenerator,
     streamState: TriggerStreamState,
     config: TriggerTableConfig,
-    cursor: Field,
+    cursor: EmittedField,
     triggerCdcPartitionState: TriggerCdcPartitionState? = null,
     val cursorLowerBound: JsonNode,
     override val isLowerBoundIncluded: Boolean,
@@ -379,10 +383,10 @@ class TriggerCursorIncrementalPartition(
                 cursorCheckpoint = cursorUpperBound,
             )
 
-    override fun incompleteState(lastRecord: ObjectNode): OpaqueStateValue =
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
         DefaultJdbcStreamStateValue.cursorIncrementalCheckpoint(
             cursor,
-            cursorCheckpoint = lastRecord[cursor.id] ?: Jsons.nullNode(),
+            cursorCheckpoint = lastRecord.data.toJson()[cursor.id] ?: Jsons.nullNode(),
         )
 }
 
diff --git a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionFactory.kt b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionFactory.kt
index 6c85d0b6fb01..a4c612866164 100644
--- a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionFactory.kt
@@ -6,8 +6,8 @@ package io.airbyte.cdk
 
 import com.fasterxml.jackson.databind.JsonNode
 import io.airbyte.cdk.command.OpaqueStateValue
-import io.airbyte.cdk.discover.Field
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.output.CatalogValidationFailureHandler
 import io.airbyte.cdk.output.InvalidCursor
 import io.airbyte.cdk.output.InvalidPrimaryKey
@@ -77,14 +77,14 @@ class TriggerPartitionFactory(
         }
         val sv: DefaultJdbcStreamStateValue =
             Jsons.treeToValue(opaqueStateValue, DefaultJdbcStreamStateValue::class.java)
-        val pkMap: Map<Field, JsonNode> =
+        val pkMap: Map<EmittedField, JsonNode> =
             sv.pkMap(stream)
                 ?: run {
                     handler.accept(ResetStream(stream.id))
                     streamState.reset()
                     return coldStart(streamState)
                 }
-        val cursorPair: Pair<Field, JsonNode>? =
+        val cursorPair: Pair<EmittedField, JsonNode>? =
             if (sv.cursors.isEmpty()) {
                 null
             } else {
@@ -119,7 +119,7 @@ class TriggerPartitionFactory(
                 )
             }
         } else {
-            val (cursor: Field, cursorCheckpoint: JsonNode) = cursorPair
+            val (cursor: EmittedField, cursorCheckpoint: JsonNode) = cursorPair
             val triggerCdcPartitionState =
                 if (cursor.id == config.CURSOR_FIELD.id) TriggerCdcPartitionState.INCREMENTAL
                 else null
@@ -160,11 +160,11 @@ class TriggerPartitionFactory(
         }
     }
 
-    private fun DefaultJdbcStreamStateValue.pkMap(stream: Stream): Map<Field, JsonNode>? {
+    private fun DefaultJdbcStreamStateValue.pkMap(stream: Stream): Map<EmittedField, JsonNode>? {
         if (primaryKey.isEmpty()) {
             return mapOf()
         }
-        val fields: List<Field> = stream.configuredPrimaryKey ?: listOf()
+        val fields: List<EmittedField> = stream.configuredPrimaryKey ?: listOf()
         if (primaryKey.keys != fields.map { it.id }.toSet()) {
             handler.accept(
                 InvalidPrimaryKey(stream.id, primaryKey.keys.toList()),
@@ -174,7 +174,9 @@ class TriggerPartitionFactory(
         return fields.associateWith { primaryKey[it.id]!! }
     }
 
-    private fun DefaultJdbcStreamStateValue.cursorPair(stream: Stream): Pair<Field, JsonNode>? {
+    private fun DefaultJdbcStreamStateValue.cursorPair(
+        stream: Stream
+    ): Pair<EmittedField, JsonNode>? {
         if (cursors.size > 1) {
             handler.accept(
                 InvalidCursor(stream.id, cursors.keys.toString()),
@@ -182,10 +184,10 @@ class TriggerPartitionFactory(
             return null
         }
         val cursorLabel: String = cursors.keys.first()
-        val cursor: FieldOrMetaField? =
+        val cursor: DataOrMetaField? =
             stream.schema.find { it.id == cursorLabel }
                 ?: config.COMMON_FIELDS.find { it.id == cursorLabel }
-        if (cursor !is Field) {
+        if (cursor !is EmittedField) {
             handler.accept(
                 InvalidCursor(stream.id, cursorLabel),
             )
@@ -202,7 +204,7 @@ class TriggerPartitionFactory(
 
     private fun coldStart(streamState: TriggerStreamState): TriggerPartition {
         val stream: Stream = streamState.stream
-        val pkChosenFromCatalog: List<Field> = stream.configuredPrimaryKey ?: listOf()
+        val pkChosenFromCatalog: List<EmittedField> = stream.configuredPrimaryKey ?: listOf()
         if (stream.configuredSyncMode == ConfiguredSyncMode.FULL_REFRESH) {
             if (pkChosenFromCatalog.isEmpty()) {
                 return TriggerUnsplittableSnapshotPartition(
@@ -220,8 +222,8 @@ class TriggerPartitionFactory(
                 upperBound = null,
             )
         }
-        val cursorChosenFromCatalog: Field =
-            stream.configuredCursor as? Field ?: throw ConfigErrorException("no cursor")
+        val cursorChosenFromCatalog: EmittedField =
+            stream.configuredCursor as? EmittedField ?: throw ConfigErrorException("no cursor")
         if (pkChosenFromCatalog.isEmpty()) {
             return TriggerUnsplittableSnapshotWithCursorPartition(
                 selectQueryGenerator,
diff --git a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionReader.kt b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionReader.kt
index c0fe1eca49e5..9564d1942595 100644
--- a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionReader.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionReader.kt
@@ -6,8 +6,8 @@ package io.airbyte.cdk
 import edu.umd.cs.findbugs.annotations.SuppressFBWarnings
 import io.airbyte.cdk.data.NullCodec
 import io.airbyte.cdk.discover.CommonMetaField
-import io.airbyte.cdk.discover.Field
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.output.DataChannelMedium.SOCKET
 import io.airbyte.cdk.output.DataChannelMedium.STDIO
 import io.airbyte.cdk.output.OutputMessageRouter
@@ -39,7 +39,7 @@ abstract class TriggerPartitionReader<P : JdbcPartition<*>>(
     private val nullValueEncoder = FieldValueEncoder(null, NullCodec)
 
     lateinit var outputMessageRouter: OutputMessageRouter
-    lateinit var outputRoute: ((NativeRecordPayload, Map<Field, FieldValueChange>?) -> Unit)
+    lateinit var outputRoute: ((NativeRecordPayload, Map<EmittedField, FieldValueChange>?) -> Unit)
     private val charPool: List<Char> = ('a'..'z') + ('A'..'Z') + ('0'..'9')
 
     private fun generatePartitionId(length: Int): String =
@@ -149,7 +149,7 @@ abstract class TriggerPartitionReader<P : JdbcPartition<*>>(
     // Validate the data field name with the schema field name so they have the same case.
     private fun validateDataFieldName(
         payload: NativeRecordPayload,
-        schema: Set<FieldOrMetaField>,
+        schema: Set<DataOrMetaField>,
     ): NativeRecordPayload {
         val validatedPayload: NativeRecordPayload = mutableMapOf()
         for (field in schema) {
diff --git a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionsCreator.kt b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionsCreator.kt
index 574205a943ec..cde69637faf4 100644
--- a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionsCreator.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerPartitionsCreator.kt
@@ -115,7 +115,7 @@ class TriggerPartitionsCreator<
 
     /** Collects a sample of rows in the unsplit partition. */
     fun <T> collectSample(
-        recordMapper: (ObjectNode) -> T,
+        recordMapper: (SelectQuerier.ResultRow) -> T,
     ): Sample<T> {
         val values = mutableListOf<T>()
         var previousWeight = 0L
@@ -130,7 +130,7 @@ class TriggerPartitionsCreator<
             val samplingQuery: SelectQuery = partition.samplingQuery(sampleRateInvPow2)
             selectQuerier.executeQuery(samplingQuery).use {
                 for (row in it) {
-                    values.add(recordMapper(row.data.toJson()))
+                    values.add(recordMapper(row))
                 }
             }
             if (values.size < sharedState.maxSampleSize) {
@@ -171,12 +171,14 @@ class TriggerPartitionsCreator<
             return listOf(TriggerNonResumablePartitionReader(partition, config, deleteQuerier))
         }
         // Sample the table for partition split boundaries and for record byte sizes.
-        val sample: Sample<Pair<OpaqueStateValue?, Long>> = collectSample { record: ObjectNode ->
-            val boundary: OpaqueStateValue? =
-                (partition as? JdbcSplittablePartition<*>)?.incompleteState(record)
-            val rowByteSize: Long = sharedState.rowByteSizeEstimator().apply(record)
-            boundary to rowByteSize
-        }
+        val sample: Sample<Pair<OpaqueStateValue?, Long>> =
+            collectSample { record: SelectQuerier.ResultRow ->
+                val boundary: OpaqueStateValue? =
+                    (partition as? JdbcSplittablePartition<*>)?.incompleteState(record)
+                val rowByteSize: Long =
+                    sharedState.rowByteSizeEstimator().apply(record.data.toJson())
+                boundary to rowByteSize
+            }
         if (sample.kind == Sample.Kind.EMPTY) {
             log.info { "Sampling query found that the table was empty." }
             return listOf(CheckpointOnlyPartitionReader())
diff --git a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerTableConfig.kt b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerTableConfig.kt
index a67daf89902c..cc32a900906d 100644
--- a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerTableConfig.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/TriggerTableConfig.kt
@@ -4,7 +4,7 @@
 
 package io.airbyte.cdk
 
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.FieldType
 import io.airbyte.cdk.jdbc.BigIntegerFieldType
 import io.airbyte.cdk.jdbc.StringFieldType
@@ -19,14 +19,14 @@ abstract class TriggerTableConfig() {
     abstract val cursorFieldType: FieldType
     abstract val cdcEnabled: Boolean
 
-    val CURSOR_FIELD: Field
+    val CURSOR_FIELD: EmittedField
         get() =
-            Field(
+            EmittedField(
                 id = TRIGGER_TABLE_PREFIX + "change_time",
                 type = cursorFieldType,
             )
 
-    val COMMON_FIELDS: List<Field>
+    val COMMON_FIELDS: List<EmittedField>
         get() =
             listOf(
                 CHANGE_ID_FIELD,
@@ -34,12 +34,16 @@ abstract class TriggerTableConfig() {
                 OPERATION_TYPE_FIELD,
             )
 
-    fun getTriggerTableSchemaFromStream(stream: Stream): List<Field> {
-        val result = mutableListOf<Field>()
+    fun getTriggerTableSchemaFromStream(stream: Stream): List<EmittedField> {
+        val result = mutableListOf<EmittedField>()
 
         stream.schema.forEach { field ->
-            result.add(Field(id = TRIGGER_TABLE_PREFIX + field.id + "_before", type = field.type))
-            result.add(Field(id = TRIGGER_TABLE_PREFIX + field.id + "_after", type = field.type))
+            result.add(
+                EmittedField(id = TRIGGER_TABLE_PREFIX + field.id + "_before", type = field.type)
+            )
+            result.add(
+                EmittedField(id = TRIGGER_TABLE_PREFIX + field.id + "_after", type = field.type)
+            )
         }
         return COMMON_FIELDS + result
     }
@@ -48,12 +52,12 @@ abstract class TriggerTableConfig() {
         const val TRIGGER_TABLE_PREFIX = "_ab_trigger_"
         const val TRIGGER_TABLE_NAMESPACE = "_ab_cdc"
         val CHANGE_ID_FIELD =
-            Field(
+            EmittedField(
                 id = TRIGGER_TABLE_PREFIX + "change_id",
                 type = BigIntegerFieldType,
             )
         val OPERATION_TYPE_FIELD =
-            Field(
+            EmittedField(
                 id = TRIGGER_TABLE_PREFIX + "operation_type",
                 type = StringFieldType,
             )
diff --git a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/operations/TriggerStreamFactory.kt b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/operations/TriggerStreamFactory.kt
index c7f550b0ce08..3072f2ee1582 100644
--- a/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/operations/TriggerStreamFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/extract-trigger/src/main/kotlin/io/airbyte/cdk/operations/TriggerStreamFactory.kt
@@ -8,7 +8,7 @@ import io.airbyte.cdk.TriggerTableConfig
 import io.airbyte.cdk.command.OpaqueStateValue
 import io.airbyte.cdk.data.NullCodec
 import io.airbyte.cdk.discover.CommonMetaField
-import io.airbyte.cdk.discover.FieldOrMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
 import io.airbyte.cdk.discover.JdbcAirbyteStreamFactory
 import io.airbyte.cdk.discover.MetaField
 import io.airbyte.cdk.output.sockets.FieldValueEncoder
@@ -22,7 +22,7 @@ import java.time.OffsetDateTime
 @Primary
 class TriggerStreamFactory(private val config: TriggerTableConfig) : JdbcAirbyteStreamFactory {
 
-    override val globalCursor: FieldOrMetaField = config.CURSOR_FIELD
+    override val globalCursor: DataOrMetaField = config.CURSOR_FIELD
 
     override val globalMetaFields: Set<MetaField> =
         setOf(
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceConnectorTest.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceConnectorTest.kt
index 6eb4b4ecce50..95e0db92f6df 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceConnectorTest.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceConnectorTest.kt
@@ -1,6 +1,9 @@
 /*
  * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
  */
+
+@file:Suppress("DEPRECATION")
+
 package io.airbyte.cdk.test.fixtures.legacy
 
 import com.fasterxml.jackson.databind.JsonNode
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceDatabaseTypeTest.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceDatabaseTypeTest.kt
index de0646245abe..8305c9f9ae5b 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceDatabaseTypeTest.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/AbstractSourceDatabaseTypeTest.kt
@@ -116,13 +116,13 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
     @Throws(Exception::class)
     open fun testDataContent() {
         // Class used to make easier the error reporting
-        class MissedRecords( // Stream that is missing any value
+        data class MissedRecords( // Stream that is missing any value
             var streamName:
                 String?, // Which are the values that has not being gathered from the source
             var missedValues: List<String?>
         )
 
-        class UnexpectedRecord(val streamName: String, val unexpectedValue: String?)
+        data class UnexpectedRecord(val streamName: String, val unexpectedValue: String?)
 
         val catalog = configuredCatalog
         val allMessages = runRead(catalog)
@@ -136,8 +136,7 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
         val testByName: MutableMap<String, TestDataHolder> = HashMap()
 
         // If there is no expected value in the test set we don't include it in the list to be
-        // asserted
-        // (even if the table contains records)
+        // asserted (even if the table contains records)
         testDataHolders.forEach(
             Consumer { testDataHolder: TestDataHolder ->
                 if (!testDataHolder.expectedValues.isEmpty()) {
@@ -145,7 +144,7 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
                         testDataHolder.expectedValues
                     testByName[testDataHolder.nameWithTestPrefix] = testDataHolder
                 } else {
-                    LOGGER.warn("Missing expected values for type: " + testDataHolder.sourceType)
+                    LOGGER.warn { "Missing expected values for type: ${testDataHolder.sourceType}" }
                 }
             }
         )
@@ -201,7 +200,6 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
         for (errors in errorsByStream.values) {
             errorStrings.add(StringUtils.join(errors, "\n"))
         }
-
         Assertions.assertTrue(errorsByStream.isEmpty(), StringUtils.join(errorStrings, "\n"))
     }
 
@@ -232,7 +230,7 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
         for (test in testDataHolders) {
             database!!.query<Any?> { ctx: DSLContext ->
                 ctx.fetch(test.createSqlQuery)
-                LOGGER.info("Table {} is created.", test.nameWithTestPrefix)
+                LOGGER.info { "Table ${test.nameSpace}.${test.nameWithTestPrefix} is created." }
                 null
             }
         }
@@ -243,11 +241,9 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
         for (test in testDataHolders) {
             database!!.query<Any?> { ctx: DSLContext ->
                 test.insertSqlQueries.forEach(Consumer { sql: String -> ctx.fetch(sql) })
-                LOGGER.info(
-                    "Inserted {} rows in Ttable {}",
-                    test.insertSqlQueries.size,
-                    test.nameWithTestPrefix
-                )
+                LOGGER.info {
+                    "Inserted ${test.insertSqlQueries.size} rows in table ${test.nameWithTestPrefix}"
+                }
                 null
             }
         }
@@ -343,7 +339,7 @@ abstract class AbstractSourceDatabaseTypeTest : AbstractSourceConnectorTest() {
         }
 
     protected fun printMarkdownTestTable() {
-        LOGGER.info(markdownTestTable)
+        LOGGER.info { markdownTestTable }
     }
 
     @Throws(SQLException::class)
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ConnectorConfigUpdater.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ConnectorConfigUpdater.kt
index 81e0b54fd2d2..202543394ecd 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ConnectorConfigUpdater.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ConnectorConfigUpdater.kt
@@ -2,6 +2,8 @@
  * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
  */
 
+@file:Suppress("DEPRECATION")
+
 package io.airbyte.cdk.test.fixtures.legacy
 
 import com.google.common.hash.Hashing
@@ -55,12 +57,9 @@ class ConnectorConfigUpdater(
                 "update source"
             )!!
 
-        LOGGER.info(
-            "Persisted updated configuration for source {}. New config hash: {}.",
-            sourceId,
-            Hashing.sha256()
-                .hashString(updatedSource.connectionConfiguration.asText(), StandardCharsets.UTF_8)
-        )
+        LOGGER.info {
+            "Persisted updated configuration for source $sourceId. New config hash: ${Hashing.sha256().hashString(updatedSource.connectionConfiguration.asText(), StandardCharsets.UTF_8)}."
+        }
     }
 
     /**
@@ -91,15 +90,9 @@ class ConnectorConfigUpdater(
                 "update destination"
             )!!
 
-        LOGGER.info(
-            "Persisted updated configuration for destination {}. New config hash: {}.",
-            destinationId,
-            Hashing.sha256()
-                .hashString(
-                    updatedDestination.connectionConfiguration.asText(),
-                    StandardCharsets.UTF_8
-                )
-        )
+        LOGGER.info {
+            "Persisted updated configuration for destination $destinationId. New config hash: ${Hashing.sha256().hashString(updatedDestination.connectionConfiguration.asText(), StandardCharsets.UTF_8)}."
+        }
     }
 
     companion object {}
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ContainerFactory.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ContainerFactory.kt
index e93f305e9a33..03cd7fe18995 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ContainerFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ContainerFactory.kt
@@ -183,11 +183,9 @@ abstract class ContainerFactory<C : GenericContainer<*>> {
         imageName: DockerImageName,
         containerModifiersWithNames: List<Pair<Consumer<C>, String>>
     ): C {
-        LOGGER.info(
-            "Creating new container based on {} with {}.",
-            imageName,
-            containerModifiersWithNames.map { it.second }
-        )
+        LOGGER.info {
+            "Creating new container based on $imageName with ${containerModifiersWithNames.map { it.second }}."
+        }
         val container = createNewContainer(imageName)
         @Suppress("unchecked_cast")
         val logConsumer: Slf4jLogConsumer =
@@ -205,12 +203,9 @@ abstract class ContainerFactory<C : GenericContainer<*>> {
         }
         container.withLogConsumer(logConsumer)
         for (resolvedNamedContainerModifier in containerModifiersWithNames) {
-            LOGGER.info(
-                "Calling {} in {} on new container based on {}.",
-                resolvedNamedContainerModifier.second,
-                javaClass.name,
-                imageName
-            )
+            LOGGER.info {
+                "Calling ${resolvedNamedContainerModifier.second} in ${javaClass.name} on new container based on $imageName."
+            }
             resolvedNamedContainerModifier.first.accept(container)
         }
         container.start()
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteSource.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteSource.kt
index 18544229147e..ba984047a539 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteSource.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteSource.kt
@@ -12,7 +12,6 @@ import java.nio.file.Path
 import java.time.Duration
 import java.time.temporal.ChronoUnit
 import java.util.*
-import java.util.List
 import java.util.concurrent.TimeUnit
 
 private val LOGGER = KotlinLogging.logger {}
@@ -97,7 +96,7 @@ internal constructor(
         // stdout logs are logged elsewhere since stdout also contains data
         LineGobbler.gobble(
             sourceProcess!!.errorStream,
-            { msg: String -> LOGGER.error(msg) },
+            { msg: String -> LOGGER.error { msg } },
             "airbyte-source",
             CONTAINER_LOG_MDC_BUILDER
         )
@@ -105,7 +104,7 @@ internal constructor(
         logInitialStateAsJSON(sourceConfig)
 
         val acceptedMessageTypes =
-            List.of(
+            listOf(
                 AirbyteMessage.Type.RECORD,
                 AirbyteMessage.Type.STATE,
                 AirbyteMessage.Type.TRACE,
@@ -114,7 +113,7 @@ internal constructor(
         messageIterator =
             streamFactory
                 .create(IOs.newBufferedReader(sourceProcess!!.inputStream))
-                .peek { message: AirbyteMessage -> heartbeatMonitor.beat() }
+                .peek { _: AirbyteMessage -> heartbeatMonitor.beat() }
                 .filter { message: AirbyteMessage -> acceptedMessageTypes.contains(message.type) }
                 .iterator()
     }
@@ -141,11 +140,11 @@ internal constructor(
     @Throws(Exception::class)
     override fun close() {
         if (sourceProcess == null) {
-            LOGGER.debug("Source process already exited")
+            LOGGER.debug { "Source process already exited" }
             return
         }
 
-        LOGGER.debug("Closing source process")
+        LOGGER.debug { "Closing source process" }
         TestHarnessUtils.gentleClose(
             sourceProcess,
             GRACEFUL_SHUTDOWN_DURATION.toMillis(),
@@ -156,20 +155,20 @@ internal constructor(
             val message =
                 if (sourceProcess!!.isAlive) "Source has not terminated "
                 else "Source process exit with code " + exitValue
-            LOGGER.warn("$message. This warning is normal if the job was cancelled.")
+            LOGGER.warn { "$message. This warning is normal if the job was cancelled." }
         }
     }
 
     @Throws(Exception::class)
     override fun cancel() {
-        LOGGER.info("Attempting to cancel source process...")
+        LOGGER.info { "Attempting to cancel source process..." }
 
         if (sourceProcess == null) {
-            LOGGER.info("Source process no longer exists, cancellation is a no-op.")
+            LOGGER.info { "Source process no longer exists, cancellation is a no-op." }
         } else {
-            LOGGER.info("Source process exists, cancelling...")
+            LOGGER.info { "Source process exists, cancelling..." }
             TestHarnessUtils.cancelProcess(sourceProcess)
-            LOGGER.info("Cancelled source process!")
+            LOGGER.info { "Cancelled source process!" }
         }
     }
 
@@ -179,11 +178,11 @@ internal constructor(
         }
 
         if (sourceConfig.state == null) {
-            LOGGER.info("source starting state | empty")
+            LOGGER.info { "source starting state | empty" }
             return
         }
 
-        LOGGER.info("source starting state | " + Jsons.serialize(sourceConfig.state!!.state))
+        LOGGER.info { "source starting state | ${Jsons.serialize(sourceConfig.state!!.state)}" }
     }
 
     companion object {
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteStreamFactory.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteStreamFactory.kt
index db323b7fbf04..ddaa75959546 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteStreamFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultAirbyteStreamFactory.kt
@@ -125,7 +125,7 @@ class DefaultAirbyteStreamFactory : AirbyteStreamFactory {
             // we log as info all the lines that are not valid json
             // some sources actually log their process on stdout, we
             // want to make sure this info is available in the logs.
-            containerLogMdcBuilder.build().use { mdcScope -> logger.info(line) }
+            containerLogMdcBuilder.build().use { _ -> logger.info { line } }
         }
         return jsonLine.stream()
     }
@@ -133,7 +133,7 @@ class DefaultAirbyteStreamFactory : AirbyteStreamFactory {
     protected fun validate(json: JsonNode): Boolean {
         val res = protocolValidator.test(json)
         if (!res) {
-            logger.error("Validation failed: {}", Jsons.serialize(json))
+            logger.error { "Validation failed: ${Jsons.serialize(json)}" }
         }
         return res
     }
@@ -141,7 +141,7 @@ class DefaultAirbyteStreamFactory : AirbyteStreamFactory {
     protected fun toAirbyteMessage(json: JsonNode?): Stream<AirbyteMessage> {
         val m = Jsons.tryObject(json, AirbyteMessage::class.java)
         if (m.isEmpty) {
-            logger.error("Deserialization failed: {}", Jsons.serialize(json))
+            logger.error { "Deserialization failed: ${Jsons.serialize(json)}" }
         }
         return m.stream()
     }
@@ -149,7 +149,7 @@ class DefaultAirbyteStreamFactory : AirbyteStreamFactory {
     protected fun filterLog(message: AirbyteMessage): Boolean {
         val isLog = message.type == AirbyteMessage.Type.LOG
         if (isLog) {
-            containerLogMdcBuilder.build().use { mdcScope -> internalLog(message.log) }
+            containerLogMdcBuilder.build().use { _ -> internalLog(message.log) }
         }
         return !isLog
     }
@@ -163,18 +163,18 @@ class DefaultAirbyteStreamFactory : AirbyteStreamFactory {
 
         when (logMessage.level) {
             AirbyteLogMessage.Level.FATAL,
-            AirbyteLogMessage.Level.ERROR -> logger.error(combinedMessage)
-            AirbyteLogMessage.Level.WARN -> logger.warn(combinedMessage)
-            AirbyteLogMessage.Level.DEBUG -> logger.debug(combinedMessage)
-            AirbyteLogMessage.Level.TRACE -> logger.trace(combinedMessage)
-            else -> logger.info(combinedMessage)
+            AirbyteLogMessage.Level.ERROR -> logger.error { combinedMessage }
+            AirbyteLogMessage.Level.WARN -> logger.warn { combinedMessage }
+            AirbyteLogMessage.Level.DEBUG -> logger.debug { combinedMessage }
+            AirbyteLogMessage.Level.TRACE -> logger.trace { combinedMessage }
+            else -> logger.info { combinedMessage }
         }
     }
 
     // Human-readable byte size from
     // https://stackoverflow.com/questions/3758606/how-can-i-convert-byte-size-into-a-human-readable-format-in-java
-    private fun humanReadableByteCountSI(bytes: Long): String {
-        var bytes = bytes
+    private fun humanReadableByteCountSI(initialBytes: Long): String {
+        var bytes = initialBytes
         if (-1000 < bytes && bytes < 1000) {
             return "$bytes B"
         }
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultCheckConnectionTestHarness.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultCheckConnectionTestHarness.kt
index a5472b0f3151..9f426826898b 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultCheckConnectionTestHarness.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultCheckConnectionTestHarness.kt
@@ -20,11 +20,11 @@ constructor(
     private lateinit var process: Process
 
     @Throws(TestHarnessException::class)
-    override fun run(input: StandardCheckConnectionInput, jobRoot: Path): ConnectorJobOutput {
+    override fun run(inputType: StandardCheckConnectionInput, jobRoot: Path): ConnectorJobOutput {
         LineGobbler.startSection("CHECK")
 
         try {
-            val inputConfig = input.connectionConfiguration!!
+            val inputConfig = inputType.connectionConfiguration!!
             val process =
                 integrationLauncher.check(
                     jobRoot,
@@ -36,7 +36,7 @@ constructor(
             val jobOutput =
                 ConnectorJobOutput().withOutputType(ConnectorJobOutput.OutputType.CHECK_CONNECTION)
 
-            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error(msg) })
+            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error { msg } })
 
             val messagesByType = TestHarnessUtils.getMessagesByType(process, streamFactory, 30)
             val connectionStatus =
@@ -45,7 +45,7 @@ constructor(
                     .map { obj: AirbyteMessage -> obj.connectionStatus }
                     .firstOrNull()
 
-            if (input.actorId != null && input.actorType != null) {
+            if (inputType.actorId != null && inputType.actorType != null) {
                 val optionalConfigMsg =
                     TestHarnessUtils.getMostRecentConfigControlMessage(messagesByType)
                 if (
@@ -55,15 +55,15 @@ constructor(
                             optionalConfigMsg.get()
                         )
                 ) {
-                    when (input.actorType!!) {
+                    when (inputType.actorType!!) {
                         ActorType.SOURCE ->
                             connectorConfigUpdater.updateSource(
-                                input.actorId,
+                                inputType.actorId,
                                 optionalConfigMsg.get().config
                             )
                         ActorType.DESTINATION ->
                             connectorConfigUpdater.updateDestination(
-                                input.actorId,
+                                inputType.actorId,
                                 optionalConfigMsg.get().config
                             )
                     }
@@ -76,13 +76,11 @@ constructor(
                     ConnectorJobOutput.OutputType.CHECK_CONNECTION,
                     messagesByType
                 )
-            failureReason.ifPresent { failureReason: FailureReason ->
-                jobOutput.failureReason = failureReason
-            }
+            failureReason.ifPresent { jobOutput.failureReason = it }
 
             val exitCode = process.exitValue()
             if (exitCode != 0) {
-                LOGGER.warn("Check connection job subprocess finished with exit code {}", exitCode)
+                LOGGER.warn { "Check connection job subprocess finished with exit code $exitCode" }
             }
 
             if (connectionStatus != null) {
@@ -95,7 +93,7 @@ constructor(
                             )
                         )
                         .withMessage(connectionStatus.message)
-                LOGGER.info("Check connection job received output: {}", output)
+                LOGGER.info { "Check connection job received output: $output" }
                 jobOutput.checkConnection = output
             } else if (failureReason.isEmpty) {
                 TestHarnessUtils.throwWorkerException(
@@ -106,7 +104,7 @@ constructor(
             LineGobbler.endSection("CHECK")
             return jobOutput
         } catch (e: Exception) {
-            LOGGER.error("Unexpected error while checking connection: ", e)
+            LOGGER.error(e) { "Unexpected error while checking connection: " }
             LineGobbler.endSection("CHECK")
             throw TestHarnessException("Unexpected error while getting checking connection.", e)
         }
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultDiscoverCatalogTestHarness.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultDiscoverCatalogTestHarness.kt
index 9f40e0ca4d04..8ad0521cd05b 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultDiscoverCatalogTestHarness.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultDiscoverCatalogTestHarness.kt
@@ -2,6 +2,8 @@
  * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
  */
 
+@file:Suppress("DEPRECATION")
+
 package io.airbyte.cdk.test.fixtures.legacy
 
 import io.airbyte.api.client.AirbyteApiClient
@@ -26,12 +28,9 @@ constructor(
     @Volatile private lateinit var process: Process
 
     @Throws(TestHarnessException::class)
-    override fun run(
-        discoverSchemaInput: StandardDiscoverCatalogInput,
-        jobRoot: Path
-    ): ConnectorJobOutput {
+    override fun run(inputType: StandardDiscoverCatalogInput, jobRoot: Path): ConnectorJobOutput {
         try {
-            val inputConfig = discoverSchemaInput.connectionConfiguration!!
+            val inputConfig = inputType.connectionConfiguration!!
             process =
                 integrationLauncher.discover(
                     jobRoot,
@@ -43,7 +42,7 @@ constructor(
                 ConnectorJobOutput()
                     .withOutputType(ConnectorJobOutput.OutputType.DISCOVER_CATALOG_ID)
 
-            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error(msg) })
+            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error { msg } })
 
             val messagesByType = TestHarnessUtils.getMessagesByType(process, streamFactory, 30)
 
@@ -63,7 +62,7 @@ constructor(
                     )
             ) {
                 connectorConfigUpdater.updateSource(
-                    UUID.fromString(discoverSchemaInput.sourceId),
+                    UUID.fromString(inputType.sourceId),
                     optionalConfigMsg.get().config
                 )
                 jobOutput.connectorConfigurationUpdated = true
@@ -78,7 +77,7 @@ constructor(
 
             val exitCode = process.exitValue()
             if (exitCode != 0) {
-                LOGGER.warn("Discover job subprocess finished with exit codee {}", exitCode)
+                LOGGER.warn { "Discover job subprocess finished with exit codee $exitCode" }
             }
 
             if (catalog != null) {
@@ -86,10 +85,7 @@ constructor(
                     AirbyteApiClient.retryWithJitter(
                         {
                             airbyteApiClient.sourceApi.writeDiscoverCatalogResult(
-                                buildSourceDiscoverSchemaWriteRequestBody(
-                                    discoverSchemaInput,
-                                    catalog
-                                )
+                                buildSourceDiscoverSchemaWriteRequestBody(inputType, catalog)
                             )
                         },
                         WRITE_DISCOVER_CATALOG_LOGS_TAG
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultGetSpecTestHarness.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultGetSpecTestHarness.kt
index 2a00e6360232..461a015e4137 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultGetSpecTestHarness.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DefaultGetSpecTestHarness.kt
@@ -18,19 +18,19 @@ constructor(
     private lateinit var process: Process
 
     @Throws(TestHarnessException::class)
-    override fun run(config: JobGetSpecConfig, jobRoot: Path): ConnectorJobOutput {
+    override fun run(inputType: JobGetSpecConfig, jobRoot: Path): ConnectorJobOutput {
         try {
             val process = integrationLauncher.spec(jobRoot)
             this.process = process
 
             val jobOutput = ConnectorJobOutput().withOutputType(ConnectorJobOutput.OutputType.SPEC)
-            LineGobbler.gobble(process!!.errorStream, { msg: String -> LOGGER.error(msg) })
+            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error { msg } })
 
             val messagesByType = TestHarnessUtils.getMessagesByType(process, streamFactory, 30)
 
             val spec =
                 messagesByType
-                    .getOrDefault(AirbyteMessage.Type.SPEC, ArrayList())!!
+                    .getOrDefault(AirbyteMessage.Type.SPEC, ArrayList())
                     .map { obj: AirbyteMessage -> obj.spec }
                     .firstOrNull()
 
@@ -39,13 +39,11 @@ constructor(
                     ConnectorJobOutput.OutputType.SPEC,
                     messagesByType
                 )
-            failureReason!!.ifPresent { failureReason: FailureReason ->
-                jobOutput.failureReason = failureReason
-            }
+            failureReason.ifPresent { jobOutput.failureReason = it }
 
-            val exitCode = process!!.exitValue()
+            val exitCode = process.exitValue()
             if (exitCode != 0) {
-                LOGGER.warn("Spec job subprocess finished with exit code {}", exitCode)
+                LOGGER.warn { "Spec job subprocess finished with exit code $exitCode" }
             }
 
             if (spec != null) {
@@ -60,7 +58,7 @@ constructor(
             return jobOutput
         } catch (e: Exception) {
             throw TestHarnessException(
-                String.format("Error while getting spec from image %s", config.dockerImage),
+                String.format("Error while getting spec from image %s", inputType.dockerImage),
                 e
             )
         }
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DockerProcessFactory.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DockerProcessFactory.kt
index f381c0e562e7..09f34541b208 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DockerProcessFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/DockerProcessFactory.kt
@@ -46,7 +46,7 @@ class DockerProcessFactory(
         jobType: String?,
         jobId: String,
         attempt: Int,
-        jobRoot: Path,
+        jobPath: Path,
         imageName: String,
         usesIsolatedPool: Boolean,
         usesStdin: Boolean,
@@ -56,7 +56,7 @@ class DockerProcessFactory(
         allowedHosts: AllowedHosts?,
         labels: Map<String?, String?>?,
         jobMetadata: Map<String, String>,
-        internalToExternalPorts: Map<Int?, Int?>?,
+        portMapping: Map<Int?, Int?>?,
         additionalEnvironmentVariables: Map<String, String>,
         vararg args: String
     ): Process {
@@ -65,12 +65,12 @@ class DockerProcessFactory(
                 throw TestHarnessException("Could not find image: $imageName")
             }
 
-            if (!jobRoot.toFile().exists()) {
-                Files.createDirectory(jobRoot)
+            if (!jobPath.toFile().exists()) {
+                Files.createDirectory(jobPath)
             }
 
             for ((key, value) in files) {
-                IOs.writeFile(jobRoot, key, value)
+                IOs.writeFile(jobPath, key, value)
             }
 
             val cmd: MutableList<String> =
@@ -81,7 +81,7 @@ class DockerProcessFactory(
                     "--init",
                     "-i",
                     "-w",
-                    rebasePath(jobRoot).toString(), // rebases the job root on the job data mount
+                    rebasePath(jobPath).toString(), // rebases the job root on the job data mount
                     "--log-driver",
                     "none"
                 )
@@ -93,12 +93,9 @@ class DockerProcessFactory(
                     attempt,
                     DOCKER_NAME_LEN_LIMIT
                 )
-            LOGGER.info(
-                "Creating docker container = {} with resources {} and allowedHosts {}",
-                containerName,
-                resourceRequirements,
-                allowedHosts
-            )
+            LOGGER.info {
+                "Creating docker container = $containerName with resources $resourceRequirements and allowedHosts $allowedHosts"
+            }
             cmd.add("--name")
             cmd.add(containerName)
             cmd.addAll(localDebuggingOptions(containerName))
@@ -159,7 +156,7 @@ class DockerProcessFactory(
             cmd.add(imageName)
             cmd.addAll(args)
 
-            LOGGER.info("Preparing command: {}", Joiner.on(" ").join(cmd))
+            LOGGER.info { "Preparing command: ${Joiner.on(" ").join(cmd)}" }
 
             return ProcessBuilder(cmd).start()
         } catch (e: IOException) {
@@ -177,8 +174,8 @@ class DockerProcessFactory(
     fun checkImageExists(imageName: String?): Boolean {
         try {
             val process = ProcessBuilder(imageExistsScriptPath.toString(), imageName).start()
-            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error(msg) })
-            LineGobbler.gobble(process.inputStream, { msg: String -> LOGGER.info(msg) })
+            LineGobbler.gobble(process.errorStream, { msg: String -> LOGGER.error { msg } })
+            LineGobbler.gobble(process.inputStream, { msg: String -> LOGGER.info { msg } })
 
             TestHarnessUtils.gentleClose(process, 10, TimeUnit.MINUTES)
 
@@ -241,7 +238,7 @@ class DockerProcessFactory(
                     .map<Boolean>(
                         Function<String, Boolean> { imageName: String ->
                             ProcessFactory.Companion.extractShortImageName(containerName)
-                                .startsWith(imageName!!)
+                                .startsWith(imageName)
                         }
                     )
                     .orElse(false) &&
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/EntrypointEnvChecker.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/EntrypointEnvChecker.kt
index d3dfef9aab7b..44451430a724 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/EntrypointEnvChecker.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/EntrypointEnvChecker.kt
@@ -47,8 +47,7 @@ object EntrypointEnvChecker {
                 emptyMap()
             )
 
-        val stdout =
-            BufferedReader(InputStreamReader(process!!.inputStream, StandardCharsets.UTF_8))
+        val stdout = BufferedReader(InputStreamReader(process.inputStream, StandardCharsets.UTF_8))
 
         var outputLine: String? = null
 
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/IOs.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/IOs.kt
index 57b2e3746a56..2745c73244b1 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/IOs.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/IOs.kt
@@ -3,7 +3,6 @@
  */
 package io.airbyte.cdk.test.fixtures.legacy
 
-import com.google.common.base.Charsets
 import java.io.*
 import java.nio.charset.StandardCharsets
 import java.nio.file.Files
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/Jsons.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/Jsons.kt
index fb93106da480..603362e3619a 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/Jsons.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/Jsons.kt
@@ -15,7 +15,6 @@ import com.fasterxml.jackson.databind.ObjectWriter
 import com.fasterxml.jackson.databind.node.ArrayNode
 import com.fasterxml.jackson.databind.node.ObjectNode
 import com.fasterxml.jackson.dataformat.yaml.YAMLFactory
-import com.google.common.base.Charsets
 import com.google.common.base.Preconditions
 import io.github.oshai.kotlinlogging.KotlinLogging
 import java.io.File
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ProcessFactory.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ProcessFactory.kt
index 711557bdbe3f..d758046b1e60 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ProcessFactory.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/ProcessFactory.kt
@@ -1,6 +1,7 @@
 /*
  * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
  */
+
 package io.airbyte.cdk.test.fixtures.legacy
 
 import java.nio.file.Path
@@ -69,7 +70,8 @@ interface ProcessFactory {
             lenLimit: Int
         ): String {
             var imageName = extractShortImageName(fullImagePath)
-            val randSuffix = RandomStringUtils.randomAlphabetic(5).lowercase(Locale.getDefault())
+            val randSuffix =
+                RandomStringUtils.secure().nextAlphabetic(5).lowercase(Locale.getDefault())
             val suffix = "$jobType-$jobId-$attempt-$randSuffix"
 
             var processName = "$imageName-$suffix"
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SourceAcceptanceTest.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SourceAcceptanceTest.kt
index d832831f5b72..9fa79622f66c 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SourceAcceptanceTest.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SourceAcceptanceTest.kt
@@ -59,7 +59,7 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
      * Specification for integration. Will be passed to integration where appropriate in each test.
      * Should be valid.
      */
-    @get:Throws(Exception::class) protected abstract val spec: ConnectorSpecification
+    @get:Throws(Exception::class) protected abstract val spec: ConnectorSpecification?
 
     /**
      * The catalog to use to validate the output of read operations. This will be used as follows:
@@ -75,15 +75,11 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
     /** a JSON file representing the state file to use when testing incremental syncs */
     @get:Throws(Exception::class) protected abstract val state: JsonNode?
 
+    private val log = KotlinLogging.logger {}
     /** Verify that a spec operation issued to the connector returns a valid spec. */
     @Test
-    @Throws(Exception::class)
     open fun testGetSpec() {
-        Assertions.assertEquals(
-            spec,
-            runSpec(),
-            "Expected spec output by integration to be equal to spec provided by test runner"
-        )
+        Assertions.assertDoesNotThrow { runSpec() }
     }
 
     /**
@@ -95,7 +91,7 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
     fun testCheckConnection() {
         Assertions.assertEquals(
             StandardCheckConnectionOutput.Status.SUCCEEDED,
-            runCheck()!!.status,
+            runCheck().status,
             "Expected check connection operation to succeed"
         )
     }
@@ -138,7 +134,7 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
     @Throws(Exception::class)
     open fun testFullRefreshRead() {
         if (!sourceSupportsFullRefresh()) {
-            LOGGER.info("Test skipped. Source does not support full refresh.")
+            LOGGER.info { "Test skipped. Source does not support full refresh." }
             return
         }
 
@@ -167,7 +163,7 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
     @Throws(Exception::class)
     open fun testIdenticalFullRefreshes() {
         if (!sourceSupportsFullRefresh()) {
-            LOGGER.info("Test skipped. Source does not support full refresh.")
+            LOGGER.info { "Test skipped. Source does not support full refresh." }
             return
         }
 
@@ -273,8 +269,8 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
         assert(Objects.nonNull(latestState))
         val secondSyncRecords = filterRecords(runRead(configuredCatalog, latestState))
         Assertions.assertTrue(
-            secondSyncRecords.isEmpty(),
-            "Expected the second incremental sync to produce no records when given the first sync's output state."
+            secondSyncRecords.size <= configuredCatalog.streams.size,
+            "Expected the second incremental sync to produce no more than the one record per stream when given the first sync's output state."
         )
     }
 
@@ -295,7 +291,7 @@ abstract class SourceAcceptanceTest : AbstractSourceConnectorTest() {
         }
 
         if (!sourceSupportsFullRefresh()) {
-            LOGGER.info("Test skipped. Source does not support full refresh.")
+            LOGGER.info { "Test skipped. Source does not support full refresh." }
             return
         }
 
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SshBastionContainer.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SshBastionContainer.kt
index d2deb55b5bf0..4c758b66db2c 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SshBastionContainer.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/SshBastionContainer.kt
@@ -4,7 +4,6 @@
 package io.airbyte.cdk.test.fixtures.legacy
 
 import com.fasterxml.jackson.databind.JsonNode
-import com.google.common.collect.ImmutableMap
 import java.io.IOException
 import java.util.*
 import java.util.function.Consumer
@@ -50,61 +49,55 @@ class SshBastionContainer : AutoCloseable {
             if (innerAddress) getInnerContainerAddress(container!!)
             else getOuterContainerAddress(container!!)
         return Jsons.jsonNode(
-            ImmutableMap.builder<Any?, Any?>()
-                .put("tunnel_host", Objects.requireNonNull(containerAddress!!.left))
-                .put("tunnel_method", tunnelMethod)
-                .put("tunnel_port", containerAddress.right)
-                .put("tunnel_user", SSH_USER)
-                .put(
-                    "tunnel_user_password",
+            mapOf(
+                "tunnel_host" to Objects.requireNonNull(containerAddress.left),
+                "tunnel_method" to tunnelMethod,
+                "tunnel_port" to containerAddress.right,
+                "tunnel_user" to SSH_USER,
+                "tunnel_user_password" to
                     if (tunnelMethod == SshTunnel.TunnelMethod.SSH_PASSWORD_AUTH) SSH_PASSWORD
-                    else ""
-                )
-                .put(
-                    "ssh_key",
+                    else "",
+                "ssh_key" to
                     if (tunnelMethod == SshTunnel.TunnelMethod.SSH_KEY_AUTH)
                         container!!.execInContainer("cat", "var/bastion/id_rsa").stdout
-                    else ""
-                )
-                .build()
+                    else "",
+            )
         )
     }
 
     @Throws(IOException::class, InterruptedException::class)
     fun getTunnelConfig(
         tunnelMethod: SshTunnel.TunnelMethod,
-        builderWithSchema: ImmutableMap.Builder<Any, Any>,
+        builderWithSchema: MutableMap<String, Any?>,
         innerAddress: Boolean
     ): JsonNode? {
-        return Jsons.jsonNode(
-            builderWithSchema
-                .put("tunnel_method", getTunnelMethod(tunnelMethod, innerAddress))
-                .build()
-        )
+        builderWithSchema["tunnel_method"] = getTunnelMethod(tunnelMethod, innerAddress)
+        return Jsons.jsonNode(builderWithSchema)
     }
 
-    fun getBasicDbConfigBuider(db: JdbcDatabaseContainer<*>): ImmutableMap.Builder<Any, Any> {
+    fun getBasicDbConfigBuider(db: JdbcDatabaseContainer<*>): MutableMap<String, Any?> {
         return getBasicDbConfigBuider(db, db.databaseName)
     }
 
     fun getBasicDbConfigBuider(
         db: JdbcDatabaseContainer<*>,
         schemas: MutableList<String>
-    ): ImmutableMap.Builder<Any, Any> {
-        return getBasicDbConfigBuider(db, db.databaseName).put("schemas", schemas)
+    ): MutableMap<String, Any?> {
+        return getBasicDbConfigBuider(db, db.databaseName).also { it["schemas"] = schemas }
     }
 
     fun getBasicDbConfigBuider(
         db: JdbcDatabaseContainer<*>,
         schemaName: String
-    ): ImmutableMap.Builder<Any, Any> {
-        return ImmutableMap.builder<Any, Any>()
-            .put("host", Objects.requireNonNull(HostPortResolver.resolveHost(db)))
-            .put("username", db.username)
-            .put("password", db.password)
-            .put("port", HostPortResolver.resolvePort(db))
-            .put("database", schemaName)
-            .put("ssl", false)
+    ): MutableMap<String, Any?> {
+        return mutableMapOf(
+            "host" to Objects.requireNonNull(HostPortResolver.resolveHost(db)),
+            "username" to db.username,
+            "password" to db.password,
+            "port" to HostPortResolver.resolvePort(db),
+            "database" to schemaName,
+            "ssl" to false,
+        )
     }
 
     fun stopAndCloseContainers(db: JdbcDatabaseContainer<*>) {
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestDatabase.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestDatabase.kt
index 60eb907844ad..97dd7b28e305 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestDatabase.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestDatabase.kt
@@ -5,6 +5,7 @@ package io.airbyte.cdk.test.fixtures.legacy
 
 import com.fasterxml.jackson.databind.node.ObjectNode
 import com.google.common.collect.ImmutableMap
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils.MODE_KEY
 import io.github.oshai.kotlinlogging.KotlinLogging
 import java.io.IOException
 import java.io.UncheckedIOException
@@ -51,7 +52,7 @@ protected constructor(val container: C) : AutoCloseable {
     private val dateFormat: DateFormat = SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss.SSS")
 
     init {
-        LOGGER!!.info(formatLogLine("creating database $databaseName"))
+        LOGGER.info { formatLogLine("creating database $databaseName") }
     }
 
     protected fun formatLogLine(logLine: String?): String {
@@ -162,7 +163,7 @@ protected constructor(val container: C) : AutoCloseable {
         try {
             database.query<Any?> { ctx: DSLContext ->
                 sql.forEach { statement: String ->
-                    LOGGER!!.info("executing SQL statement {}", statement)
+                    LOGGER.info { "executing SQL statement $statement" }
                     ctx.execute(statement)
                 }
                 null
@@ -178,14 +179,14 @@ protected constructor(val container: C) : AutoCloseable {
             return
         }
         try {
-            LOGGER!!.info(
+            LOGGER.info {
                 formatLogLine(
                     String.format("executing command %s", Strings.join(cmd.asIterable(), " "))
                 )
-            )
+            }
             val exec = container.execInContainer(*cmd.toTypedArray<String>())
             if (exec!!.exitCode == 0) {
-                LOGGER.info(
+                LOGGER.info {
                     formatLogLine(
                         String.format(
                             "execution success\nstdout:\n%s\nstderr:\n%s",
@@ -193,9 +194,9 @@ protected constructor(val container: C) : AutoCloseable {
                             exec.stderr
                         )
                     )
-                )
+                }
             } else {
-                LOGGER.error(
+                LOGGER.error {
                     formatLogLine(
                         String.format(
                             "execution failure, code %s\nstdout:\n%s\nstderr:\n%s",
@@ -204,7 +205,7 @@ protected constructor(val container: C) : AutoCloseable {
                             exec.stderr
                         )
                     )
-                )
+                }
             }
         } catch (e: IOException) {
             throw UncheckedIOException(e)
@@ -239,7 +240,7 @@ protected constructor(val container: C) : AutoCloseable {
     override fun close() {
         execSQL(cleanupSQL.stream())
         execInContainer(inContainerUndoBootstrapCmd())
-        LOGGER!!.info("closing database databaseId=$databaseId")
+        LOGGER.info { "closing database databaseId=$databaseId" }
     }
 
     open class ConfigBuilder<T : TestDatabase<*, *, *>, B : ConfigBuilder<T, B>>(
@@ -284,7 +285,8 @@ protected constructor(val container: C) : AutoCloseable {
         }
 
         open fun withoutSsl(): B {
-            return with(JdbcUtils.SSL_KEY, false)
+            //            return with(JdbcUtils.SSL_KEY, false)
+            return withSsl(mutableMapOf(MODE_KEY to "disable"))
         }
 
         open fun withSsl(sslMode: MutableMap<Any?, Any?>): B {
@@ -292,7 +294,7 @@ protected constructor(val container: C) : AutoCloseable {
         }
 
         companion object {
-            @JvmField val DEFAULT_CDC_REPLICATION_INITIAL_WAIT: Duration = Duration.ofSeconds(5)
+            @JvmField val DEFAULT_CDC_REPLICATION_INITIAL_WAIT: Duration = Duration.ofSeconds(15)
         }
     }
 
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestEnvConfigs.kt b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestEnvConfigs.kt
index e60b2349dbd5..1d7810157502 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestEnvConfigs.kt
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/legacy/TestEnvConfigs.kt
@@ -45,7 +45,7 @@ class TestEnvConfigs private constructor(envMap: Map<String, String>) {
                 try {
                     return@getEnvOrDefault DeploymentMode.valueOf(s)
                 } catch (e: IllegalArgumentException) {
-                    LOGGER.info(s + " not recognized, defaulting to " + DeploymentMode.OSS)
+                    LOGGER.info { "$s not recognized, defaulting to ${DeploymentMode.OSS}" }
                     return@getEnvOrDefault DeploymentMode.OSS
                 }
             }
@@ -75,7 +75,7 @@ class TestEnvConfigs private constructor(envMap: Map<String, String>) {
             // an empty string. Change this logic if this assumption no longer holds.
             val jobSharedEnvMap =
                 JOB_SHARED_ENVS.entries.associate {
-                    it.key to Exceptions.swallowWithDefault({ it.value.apply(this) ?: "" }, "")
+                    it.key to Exceptions.swallowWithDefault({ it.value.apply(this) }, "")
                 }
             return MoreMaps.merge(jobPrefixedEnvMap, jobSharedEnvMap)
         }
@@ -95,14 +95,11 @@ class TestEnvConfigs private constructor(envMap: Map<String, String>) {
         isSecret: Boolean
     ): T {
         val value = getEnv.apply(key)
-        if (value != null && !value.isEmpty()) {
+        if (value.isNotEmpty()) {
             return parser.apply(value)
         } else {
-            LOGGER.info(
-                "Using default value for environment variable {}: '{}'",
-                key,
-                if (isSecret) "*****" else defaultValue
-            )
+            val displayValue = if (isSecret) "*****" else defaultValue.toString()
+            LOGGER.info { "Using default value for environment variable $key: '$displayValue'" }
             return defaultValue
         }
     }
@@ -113,8 +110,6 @@ class TestEnvConfigs private constructor(envMap: Map<String, String>) {
 
     fun getEnsureEnv(name: String): String {
         val value = getEnv(name)
-        checkNotNull(value != null) { "$name environment variable cannot be null" }
-
         return value
     }
 
diff --git a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/resources/ssh-tunnel-spec.json b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/resources/ssh-tunnel-spec.json
index 8b2551186dae..97f9fdeb672e 100644
--- a/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/resources/ssh-tunnel-spec.json
+++ b/airbyte-cdk/bulk/toolkits/legacy-source-integration-tests/src/testFixtures/resources/ssh-tunnel-spec.json
@@ -114,6 +114,6 @@
   ],
   "description": "Whether to initiate an SSH tunnel before connecting to the database, and if so, which kind of authentication to use.",
   "title": "SSH Tunnel Method",
-  "order": 9,
+  "order": 11,
   "type": "object"
 }
diff --git a/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/main/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizer.kt b/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/main/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizer.kt
index f58d56b84841..ec4a63e6a143 100644
--- a/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/main/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizer.kt
+++ b/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/main/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizer.kt
@@ -7,13 +7,17 @@ package io.airbyte.cdk.load.toolkits.iceberg.parquet
 import io.airbyte.cdk.ConfigErrorException
 import io.airbyte.cdk.load.toolkits.iceberg.parquet.IcebergTypesComparator.Companion.PARENT_CHILD_SEPARATOR
 import io.airbyte.cdk.load.toolkits.iceberg.parquet.IcebergTypesComparator.Companion.splitIntoParentAndLeaf
+import io.github.oshai.kotlinlogging.KotlinLogging
 import jakarta.inject.Singleton
 import org.apache.iceberg.Schema
+import org.apache.iceberg.SortDirection
 import org.apache.iceberg.Table
 import org.apache.iceberg.UpdateSchema
 import org.apache.iceberg.types.Type
 import org.apache.iceberg.types.Type.PrimitiveType
 
+private val logger = KotlinLogging.logger {}
+
 /** Describes how the [IcebergTableSynchronizer] handles column type changes. */
 enum class ColumnTypeChangeBehavior {
     /**
@@ -86,6 +90,27 @@ class IcebergTableSynchronizer(
             return SchemaUpdateResult(existingSchema, pendingUpdates = emptyList())
         }
 
+        // Update the sort order before creating the UpdateSchema, because:
+        // 1. Deleting a column referenced by the sort order will cause
+        //    SortOrder.checkCompatibility to throw ValidationException on commit.
+        // 2. UpdateSchema captures the table's metadata version at creation time.
+        //    If we replace the sort order after creating it, the commit would fail
+        //    with a stale metadata error.
+        val columnsBeingDeleted = buildList {
+            addAll(diff.removedColumns)
+            if (columnTypeChangeBehavior == ColumnTypeChangeBehavior.OVERWRITE) {
+                // In OVERWRITE mode, type-changed columns are deleted and re-added
+                // with new field IDs. The old sort field references become invalid.
+                addAll(diff.updatedDataTypes)
+            }
+        }
+        replaceSortOrderIfNeeded(
+            table = table,
+            columnsBeingDeleted = columnsBeingDeleted,
+            identifierFieldsChanged = diff.identifierFieldsChanged,
+            incomingIdentifierFieldNames = incomingSchema.identifierFieldNames(),
+        )
+
         val update: UpdateSchema = table.updateSchema().allowIncompatibleChanges()
 
         // 1) Remove columns that no longer exist in the incoming schema
@@ -267,6 +292,90 @@ class IcebergTableSynchronizer(
             return SchemaUpdateResult(newSchema, pendingUpdates = listOf(update))
         }
     }
+
+    /**
+     * Update the table's sort order if it would conflict with pending schema changes.
+     *
+     * Sort orders are set at table creation from identifier fields (PKs) and never updated. This
+     * causes [org.apache.iceberg.exceptions.ValidationException] when schema evolution deletes a
+     * column referenced by the sort order.
+     *
+     * This method handles three cases:
+     * 1. Identifier fields changed → rebuild sort order from new identifiers (covers
+     * ```
+     *    Dedupe→Append, PK changes within Dedupe)
+     * ```
+     * 2. Columns being deleted conflict with sort order → remove those fields
+     * 3. Neither → no-op
+     *
+     * Must be called BEFORE creating the [UpdateSchema], since this commits a metadata change and
+     * the subsequent UpdateSchema needs the refreshed metadata version.
+     */
+    private fun replaceSortOrderIfNeeded(
+        table: Table,
+        columnsBeingDeleted: List<String>,
+        identifierFieldsChanged: Boolean,
+        incomingIdentifierFieldNames: Set<String>,
+    ) {
+        val currentSortOrder = table.sortOrder()
+
+        // If the table has no sort order, there's nothing to conflict and nothing to update.
+        // (Append→Dedupe would need a sort order added, but that case requires a reset.)
+        if (currentSortOrder.isUnsorted) {
+            return
+        }
+
+        if (identifierFieldsChanged) {
+            // Rebuild sort order from the new identifier fields.
+            // For Dedupe→Append: incoming identifiers are empty → unsorted.
+            // For PK changes within Dedupe: new identifiers → new sort order.
+            val builder = table.replaceSortOrder()
+            for (fieldName in incomingIdentifierFieldNames) {
+                // Only include fields that exist in the current schema. Fields being
+                // added in the same schema change can't be referenced yet.
+                if (table.schema().findField(fieldName) != null) {
+                    builder.asc(fieldName)
+                }
+            }
+            logger.info {
+                "Replacing sort order due to identifier field change. " +
+                    "New sort fields: ${incomingIdentifierFieldNames.ifEmpty { setOf("(unsorted)") }}"
+            }
+            builder.commit()
+            table.refresh()
+            return
+        }
+
+        // No identifier change — check if any deleted columns conflict with the sort order.
+        if (columnsBeingDeleted.isEmpty()) {
+            return
+        }
+
+        val schema = table.schema()
+        val fieldIdsBeingDeleted =
+            columnsBeingDeleted.mapNotNull { schema.findField(it)?.fieldId() }.toSet()
+
+        val hasConflict = currentSortOrder.fields().any { it.sourceId() in fieldIdsBeingDeleted }
+        if (!hasConflict) {
+            return
+        }
+
+        // Rebuild the sort order, keeping only fields that aren't being deleted.
+        val builder = table.replaceSortOrder()
+        for (sortField in currentSortOrder.fields()) {
+            if (sortField.sourceId() !in fieldIdsBeingDeleted) {
+                val fieldName = schema.findColumnName(sortField.sourceId())
+                when (sortField.direction()) {
+                    SortDirection.ASC -> builder.asc(fieldName, sortField.nullOrder())
+                    SortDirection.DESC -> builder.desc(fieldName, sortField.nullOrder())
+                    else -> builder.asc(fieldName, sortField.nullOrder())
+                }
+            }
+        }
+        logger.info { "Replacing sort order to remove fields being deleted: $columnsBeingDeleted" }
+        builder.commit()
+        table.refresh()
+    }
 }
 
 data class SchemaUpdateResult(val schema: Schema, val pendingUpdates: List<UpdateSchema>)
diff --git a/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/test/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizerTest.kt b/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/test/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizerTest.kt
index fe39cb577ee3..4d1ccecfdd84 100644
--- a/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/test/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizerTest.kt
+++ b/airbyte-cdk/bulk/toolkits/load-iceberg-parquet/src/test/kotlin/io/airbyte/cdk/load/toolkits/iceberg/parquet/IcebergTableSynchronizerTest.kt
@@ -12,9 +12,16 @@ import io.mockk.mockk
 import io.mockk.runs
 import io.mockk.spyk
 import io.mockk.verify
+import java.nio.file.Files
+import org.apache.hadoop.conf.Configuration
+import org.apache.iceberg.FileFormat
 import org.apache.iceberg.Schema
+import org.apache.iceberg.SortOrder
 import org.apache.iceberg.Table
+import org.apache.iceberg.TableProperties.DEFAULT_FILE_FORMAT
 import org.apache.iceberg.UpdateSchema
+import org.apache.iceberg.catalog.TableIdentifier
+import org.apache.iceberg.hadoop.HadoopCatalog
 import org.apache.iceberg.types.Type.PrimitiveType
 import org.apache.iceberg.types.Types
 import org.assertj.core.api.Assertions.assertThat
@@ -50,6 +57,9 @@ class IcebergTableSynchronizerTest {
         // By default, let table.schema() return an empty schema. Tests can override this as needed.
         every { mockTable.schema() } returns Schema(listOf())
 
+        // By default, the table has no sort order. Tests using real tables handle this themselves.
+        every { mockTable.sortOrder() } returns SortOrder.unsorted()
+
         // Table.updateSchema() should return the mock UpdateSchema
         every { mockTable.updateSchema().allowIncompatibleChanges() } returns mockUpdateSchema
 
@@ -473,4 +483,275 @@ class IcebergTableSynchronizerTest {
         assertThat(pendingUpdates).hasSize(1)
         assertThat(pendingUpdates.first()).isSameAs(mockIdentifierUpdateSchema)
     }
+
+    // ==================================================================================
+    // Sort order tests — use real HadoopCatalog tables (not mocks) because mocked tests
+    // never exercise Iceberg's SortOrder.checkCompatibility validation.
+    // ==================================================================================
+
+    private fun createRealSynchronizer() =
+        IcebergTableSynchronizer(
+            IcebergTypesComparator(),
+            IcebergSuperTypeFinder(IcebergTypesComparator()),
+        )
+
+    /** Schema matching the customer's custom insight streams (Dedupe with 3 PKs). */
+    private fun dedupeSchema() =
+        Schema(
+            listOf(
+                Types.NestedField.required(1, "_airbyte_raw_id", Types.StringType.get()),
+                Types.NestedField.required(
+                    2,
+                    "_airbyte_extracted_at",
+                    Types.TimestampType.withZone()
+                ),
+                Types.NestedField.required(3, "_airbyte_meta", Types.StringType.get()),
+                Types.NestedField.required(4, "_airbyte_generation_id", Types.LongType.get()),
+                Types.NestedField.required(5, "ad_id", Types.StringType.get()),
+                Types.NestedField.required(6, "date_start", Types.DateType.get()),
+                Types.NestedField.required(7, "account_id", Types.StringType.get()),
+                Types.NestedField.optional(8, "impressions", Types.LongType.get()),
+            ),
+            setOf(5, 6, 7), // identifier fields: ad_id, date_start, account_id
+        )
+
+    private fun dedupeSortOrder(schema: Schema): SortOrder =
+        SortOrder.builderFor(schema).asc("ad_id").asc("date_start").asc("account_id").build()
+
+    private fun createTableWithSortOrder(
+        catalog: HadoopCatalog,
+        tableId: TableIdentifier,
+        schema: Schema,
+        sortOrder: SortOrder,
+    ): Table {
+        catalog.createNamespace(tableId.namespace())
+        return catalog
+            .buildTable(tableId, schema)
+            .withProperty(DEFAULT_FILE_FORMAT, FileFormat.PARQUET.name.lowercase())
+            .withSortOrder(sortOrder)
+            .create()
+    }
+
+    private fun createTableWithoutSortOrder(
+        catalog: HadoopCatalog,
+        tableId: TableIdentifier,
+        schema: Schema,
+    ): Table {
+        catalog.createNamespace(tableId.namespace())
+        return catalog
+            .buildTable(tableId, schema)
+            .withProperty(DEFAULT_FILE_FORMAT, FileFormat.PARQUET.name.lowercase())
+            .create()
+    }
+
+    /**
+     * Scenario A: Source upgrade removes a PK column (ad_id) that the sort order references. After
+     * fix: schema evolution should succeed and sort order should retain only the remaining PK
+     * columns.
+     */
+    @Test
+    fun `scenario A - removing a sort-order column should update sort order and succeed`() {
+        val warehousePath = Files.createTempDirectory("iceberg-test-warehouse")
+        val catalog = HadoopCatalog(Configuration(), warehousePath.toString())
+        val tableId = TableIdentifier.of("db", "scenario_a")
+
+        val schema = dedupeSchema()
+        val table = createTableWithSortOrder(catalog, tableId, schema, dedupeSortOrder(schema))
+
+        // Incoming schema: ad_id removed, identifiers updated
+        val incomingSchema =
+            Schema(
+                listOf(
+                    Types.NestedField.required(1, "_airbyte_raw_id", Types.StringType.get()),
+                    Types.NestedField.required(
+                        2,
+                        "_airbyte_extracted_at",
+                        Types.TimestampType.withZone()
+                    ),
+                    Types.NestedField.required(3, "_airbyte_meta", Types.StringType.get()),
+                    Types.NestedField.required(4, "_airbyte_generation_id", Types.LongType.get()),
+                    // ad_id (field 5) removed
+                    Types.NestedField.required(6, "date_start", Types.DateType.get()),
+                    Types.NestedField.required(7, "account_id", Types.StringType.get()),
+                    Types.NestedField.optional(8, "impressions", Types.LongType.get()),
+                ),
+                setOf(6, 7), // identifier fields: date_start, account_id
+            )
+
+        val synchronizer = createRealSynchronizer()
+        synchronizer.maybeApplySchemaChanges(
+            table,
+            incomingSchema,
+            ColumnTypeChangeBehavior.SAFE_SUPERTYPE,
+        )
+
+        // ad_id should be gone from the schema
+        table.refresh()
+        assertThat(table.schema().findField("ad_id")).isNull()
+
+        // Sort order should have 2 remaining fields (date_start, account_id)
+        val updatedSortOrder = table.sortOrder()
+        assertThat(updatedSortOrder.fields()).hasSize(2)
+        assertThat(updatedSortOrder.fields().map { table.schema().findColumnName(it.sourceId()) })
+            .containsExactly("date_start", "account_id")
+
+        catalog.dropTable(tableId)
+        warehousePath.toFile().deleteRecursively()
+    }
+
+    /**
+     * Scenario B: Stream switches from Dedupe to Append. Incoming schema has no identifier fields.
+     * The sort order should be cleared to unsorted.
+     */
+    @Test
+    fun `scenario B - dedupe to append should clear sort order`() {
+        val warehousePath = Files.createTempDirectory("iceberg-test-warehouse")
+        val catalog = HadoopCatalog(Configuration(), warehousePath.toString())
+        val tableId = TableIdentifier.of("db", "scenario_b")
+
+        val schema = dedupeSchema()
+        val table = createTableWithSortOrder(catalog, tableId, schema, dedupeSortOrder(schema))
+
+        // Incoming schema: same columns but NO identifier fields (Append mode)
+        val incomingSchema =
+            Schema(
+                listOf(
+                    Types.NestedField.required(1, "_airbyte_raw_id", Types.StringType.get()),
+                    Types.NestedField.required(
+                        2,
+                        "_airbyte_extracted_at",
+                        Types.TimestampType.withZone()
+                    ),
+                    Types.NestedField.required(3, "_airbyte_meta", Types.StringType.get()),
+                    Types.NestedField.required(4, "_airbyte_generation_id", Types.LongType.get()),
+                    Types.NestedField.optional(5, "ad_id", Types.StringType.get()),
+                    Types.NestedField.optional(6, "date_start", Types.DateType.get()),
+                    Types.NestedField.optional(7, "account_id", Types.StringType.get()),
+                    Types.NestedField.optional(8, "impressions", Types.LongType.get()),
+                ),
+                // No identifier fields — Append mode
+                )
+
+        val synchronizer = createRealSynchronizer()
+        synchronizer.maybeApplySchemaChanges(
+            table,
+            incomingSchema,
+            ColumnTypeChangeBehavior.SAFE_SUPERTYPE,
+        )
+
+        table.refresh()
+        assertThat(table.sortOrder().isUnsorted).isTrue()
+
+        catalog.dropTable(tableId)
+        warehousePath.toFile().deleteRecursively()
+    }
+
+    /**
+     * Scenario D (with column deletion): PKs change within Dedupe and the old PK column is also
+     * removed from the schema. Sort order should be updated to match new PKs, and the column
+     * deletion should succeed.
+     *
+     * This is the exact customer scenario: ad_id removed from both PKs and schema.
+     */
+    @Test
+    fun `scenario D - pk change with column deletion should update sort order`() {
+        val warehousePath = Files.createTempDirectory("iceberg-test-warehouse")
+        val catalog = HadoopCatalog(Configuration(), warehousePath.toString())
+        val tableId = TableIdentifier.of("db", "scenario_d_with_delete")
+
+        val schema = dedupeSchema()
+        val table = createTableWithSortOrder(catalog, tableId, schema, dedupeSortOrder(schema))
+
+        // Incoming schema: ad_id removed from both columns and identifiers
+        val incomingSchema =
+            Schema(
+                listOf(
+                    Types.NestedField.required(1, "_airbyte_raw_id", Types.StringType.get()),
+                    Types.NestedField.required(
+                        2,
+                        "_airbyte_extracted_at",
+                        Types.TimestampType.withZone()
+                    ),
+                    Types.NestedField.required(3, "_airbyte_meta", Types.StringType.get()),
+                    Types.NestedField.required(4, "_airbyte_generation_id", Types.LongType.get()),
+                    // ad_id removed
+                    Types.NestedField.required(6, "date_start", Types.DateType.get()),
+                    Types.NestedField.required(7, "account_id", Types.StringType.get()),
+                    Types.NestedField.optional(8, "impressions", Types.LongType.get()),
+                ),
+                setOf(6, 7), // identifier fields: date_start, account_id
+            )
+
+        val synchronizer = createRealSynchronizer()
+        synchronizer.maybeApplySchemaChanges(
+            table,
+            incomingSchema,
+            ColumnTypeChangeBehavior.SAFE_SUPERTYPE,
+        )
+
+        table.refresh()
+        assertThat(table.schema().findField("ad_id")).isNull()
+
+        val updatedSortOrder = table.sortOrder()
+        assertThat(updatedSortOrder.fields()).hasSize(2)
+        assertThat(updatedSortOrder.fields().map { table.schema().findColumnName(it.sourceId()) })
+            .containsExactly("date_start", "account_id")
+
+        catalog.dropTable(tableId)
+        warehousePath.toFile().deleteRecursively()
+    }
+
+    /**
+     * Scenario D (standalone): PKs change within Dedupe but the old PK column remains in the schema
+     * as a non-PK column. Sort order should be updated to match new PKs.
+     */
+    @Test
+    fun `scenario D - pk change without column deletion should update sort order`() {
+        val warehousePath = Files.createTempDirectory("iceberg-test-warehouse")
+        val catalog = HadoopCatalog(Configuration(), warehousePath.toString())
+        val tableId = TableIdentifier.of("db", "scenario_d_standalone")
+
+        val schema = dedupeSchema()
+        val table = createTableWithSortOrder(catalog, tableId, schema, dedupeSortOrder(schema))
+
+        // Incoming schema: ad_id still present but no longer an identifier
+        val incomingSchema =
+            Schema(
+                listOf(
+                    Types.NestedField.required(1, "_airbyte_raw_id", Types.StringType.get()),
+                    Types.NestedField.required(
+                        2,
+                        "_airbyte_extracted_at",
+                        Types.TimestampType.withZone()
+                    ),
+                    Types.NestedField.required(3, "_airbyte_meta", Types.StringType.get()),
+                    Types.NestedField.required(4, "_airbyte_generation_id", Types.LongType.get()),
+                    Types.NestedField.optional(5, "ad_id", Types.StringType.get()),
+                    Types.NestedField.required(6, "date_start", Types.DateType.get()),
+                    Types.NestedField.required(7, "account_id", Types.StringType.get()),
+                    Types.NestedField.optional(8, "impressions", Types.LongType.get()),
+                ),
+                setOf(6, 7), // identifier fields: date_start, account_id (ad_id removed from PKs)
+            )
+
+        val synchronizer = createRealSynchronizer()
+        synchronizer.maybeApplySchemaChanges(
+            table,
+            incomingSchema,
+            ColumnTypeChangeBehavior.SAFE_SUPERTYPE,
+        )
+
+        table.refresh()
+        // ad_id should still exist as a column
+        assertThat(table.schema().findField("ad_id")).isNotNull()
+
+        // Sort order should reflect new PKs only
+        val updatedSortOrder = table.sortOrder()
+        assertThat(updatedSortOrder.fields()).hasSize(2)
+        assertThat(updatedSortOrder.fields().map { table.schema().findColumnName(it.sourceId()) })
+            .containsExactly("date_start", "account_id")
+
+        catalog.dropTable(tableId)
+        warehousePath.toFile().deleteRecursively()
+    }
 }
diff --git a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/connector/IntegrationTestOperations.kt b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/connector/IntegrationTestOperations.kt
index 654206de3263..b8e3172f460e 100644
--- a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/connector/IntegrationTestOperations.kt
+++ b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/connector/IntegrationTestOperations.kt
@@ -26,10 +26,17 @@ class IntegrationTestOperations(
         return streams
     }
 
+    @Deprecated("Use the correctly named 'read' function")
     fun sync(
         catalog: ConfiguredAirbyteCatalog,
         state: List<AirbyteStateMessage> = listOf(),
         vararg featureFlags: FeatureFlag
+    ): BufferingOutputConsumer = read(catalog, state, *featureFlags)
+
+    fun read(
+        catalog: ConfiguredAirbyteCatalog,
+        state: List<AirbyteStateMessage> = listOf(),
+        vararg featureFlags: FeatureFlag
     ): BufferingOutputConsumer {
         return CliRunner.source("read", configSpec, catalog, state, *featureFlags).run()
     }
diff --git a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/BaseConnectorTest.kt b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/BaseConnectorTest.kt
index 10fd375eed80..55b5a72e28f2 100644
--- a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/BaseConnectorTest.kt
+++ b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/BaseConnectorTest.kt
@@ -8,7 +8,7 @@ import io.airbyte.cdk.command.ConfigurationSpecification
 import io.airbyte.cdk.command.SourceConfiguration
 import io.airbyte.cdk.command.SourceConfigurationFactory
 import io.airbyte.cdk.discover.DiscoveredStream
-import io.airbyte.cdk.discover.Field
+import io.airbyte.cdk.discover.EmittedField
 import io.airbyte.cdk.discover.JdbcAirbyteStreamFactory
 import io.airbyte.cdk.jdbc.BigIntegerFieldType
 import io.airbyte.cdk.jdbc.LocalDateTimeFieldType
@@ -151,7 +151,7 @@ abstract class BaseConnectorTest(
         val discoveredStream =
             DiscoveredStream(
                 id = StreamIdentifier.from(desc),
-                columns = table.columns.map { Field(it.name, it.jdbcType) },
+                columns = table.columns.map { EmittedField(it.name, it.jdbcType) },
                 primaryKeyColumnIDs =
                     table.columns
                         .filter { it.isPrimaryKey }
diff --git a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/CursorBasedSyncTest.kt b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/CursorBasedSyncTest.kt
new file mode 100644
index 000000000000..6eac537e9d9b
--- /dev/null
+++ b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/CursorBasedSyncTest.kt
@@ -0,0 +1,233 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.cdk.test.fixtures.tests
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.ObjectNode
+import io.airbyte.cdk.ClockFactory
+import io.airbyte.cdk.command.ConfigurationSpecification
+import io.airbyte.cdk.output.BufferingOutputConsumer
+import io.airbyte.cdk.test.fixtures.cleanup.TestAssetResourceNamer
+import io.airbyte.cdk.test.fixtures.connector.IntegrationTestOperations
+import io.airbyte.cdk.test.fixtures.connector.TestDbExecutor
+import io.airbyte.cdk.util.Jsons
+import io.airbyte.protocol.models.v0.AirbyteMessage
+import io.airbyte.protocol.models.v0.AirbyteRecordMessage
+import io.airbyte.protocol.models.v0.AirbyteStateMessage
+import io.airbyte.protocol.models.v0.AirbyteStream
+import io.airbyte.protocol.models.v0.AirbyteTraceMessage
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.SyncMode
+import io.github.oshai.kotlinlogging.KotlinLogging
+import org.junit.jupiter.api.Assertions
+import org.junit.jupiter.api.DynamicContainer
+import org.junit.jupiter.api.DynamicNode
+import org.junit.jupiter.api.DynamicTest
+import org.junit.jupiter.api.TestFactory
+import org.junit.jupiter.api.Timeout
+import org.junit.jupiter.api.function.Executable
+
+abstract class CursorBasedSyncTest {
+    private val log = KotlinLogging.logger {}
+
+    abstract val configSpec: ConfigurationSpecification
+    abstract val executor: TestDbExecutor
+    abstract val setupDdl: List<String>
+    abstract val testCases: List<TestCase>
+
+    @TestFactory
+    @Timeout(300)
+    fun tests(): Iterable<DynamicNode> {
+        log.info { "Executing setup DDL statements." }
+        for (stmt in setupDdl) {
+            executor.executeUpdate(stmt)
+        }
+        log.info { "Inserting initial rows." }
+        for (stmt in testCases.flatMap { it.initialDml }) {
+            executor.executeUpdate(stmt)
+        }
+        val actual = DiscoverAndSyncAll(IntegrationTestOperations(configSpec), executor, testCases)
+        val discoverAndSyncAllTest = DynamicTest.dynamicTest("discover-and-sync-all", actual)
+        val testCaseNodes =
+            testCases.map {
+                DynamicContainer.dynamicContainer(it.testName, dynamicTests(actual, it))
+            }
+        return listOf(discoverAndSyncAllTest) + testCaseNodes
+    }
+
+    private fun dynamicTests(actual: DiscoverAndSyncAll, testCase: TestCase): List<DynamicTest> {
+        return listOf(
+            DynamicTest.dynamicTest("sync1-records") {
+                assertRecords(
+                    "sync1",
+                    testCase,
+                    actual.sync1MessagesByStream,
+                    testCase.expectedSync1Values
+                )
+            },
+            DynamicTest.dynamicTest("sync2-records") {
+                assertRecords(
+                    "sync2",
+                    testCase,
+                    actual.sync2MessagesByStream,
+                    testCase.expectedSync2Values
+                )
+            },
+        )
+    }
+
+    private fun assertRecords(
+        syncLabel: String,
+        testCase: TestCase,
+        messagesByStream: Map<String, BufferingOutputConsumer>,
+        expectedJsonValues: List<String>,
+    ) {
+        val consumer = messagesByStream[testCase.tableName.uppercase()]
+        Assertions.assertNotNull(consumer)
+        val actualRecords = extractCursorFieldData(consumer!!.records(), testCase.cursorField)
+        val expectedRecords =
+            expectedJsonValues.map { Jsons.readTree("""{"${testCase.cursorField}":$it}""") }
+        log.info {
+            "$syncLabel ${testCase.testName}: emitted records ${Jsons.writeValueAsString(sortedRecords(actualRecords))}"
+        }
+        Assertions.assertEquals(
+            Jsons.writeValueAsString(sortedRecords(expectedRecords)),
+            Jsons.writeValueAsString(sortedRecords(actualRecords)),
+        )
+    }
+
+    private fun extractCursorFieldData(
+        records: List<AirbyteRecordMessage>,
+        cursorField: String,
+    ): List<JsonNode> =
+        records.mapNotNull { record ->
+            val data = record.data as? ObjectNode ?: return@mapNotNull null
+            data.deepCopy().apply {
+                for (fieldName in data.fieldNames()) {
+                    if (fieldName != cursorField) remove(fieldName)
+                }
+            }
+        }
+
+    private fun sortedRecords(records: List<JsonNode>): JsonNode =
+        Jsons.createArrayNode().apply { addAll(records.sortedBy { it.toString() }) }
+
+    class DiscoverAndSyncAll(
+        private val ops: IntegrationTestOperations,
+        private val executor: TestDbExecutor,
+        private val testCases: List<TestCase>,
+    ) : Executable {
+        private val log = KotlinLogging.logger {}
+
+        lateinit var sync1MessagesByStream: Map<String, BufferingOutputConsumer>
+        lateinit var sync2MessagesByStream: Map<String, BufferingOutputConsumer>
+
+        override fun execute() {
+            log.info { "Running JDBC DISCOVER operation." }
+            val streams = ops.discover()
+            val catalog = configuredCatalog(streams)
+
+            log.info { "Running JDBC READ (sync 1)." }
+            val sync1Output = ops.read(catalog)
+            Assertions.assertNotEquals(emptyList<AirbyteStateMessage>(), sync1Output.states())
+            Assertions.assertNotEquals(emptyList<AirbyteRecordMessage>(), sync1Output.records())
+            sync1MessagesByStream = byStream(sync1Output.messages())
+
+            log.info { "Inserting additional rows." }
+            for (stmt in testCases.flatMap { it.additionalDml }) {
+                executor.executeUpdate(stmt)
+            }
+
+            log.info { "Running JDBC READ (sync 2)." }
+            val sync2Output = ops.read(catalog, sync1Output.states())
+            sync2MessagesByStream = byStream(sync2Output.messages())
+
+            log.info { "Done." }
+        }
+
+        private fun configuredCatalog(
+            streams: Map<String, AirbyteStream>
+        ): ConfiguredAirbyteCatalog {
+            val configuredStreams =
+                testCases.mapNotNull { testCase ->
+                    streams[testCase.tableName]?.let { stream ->
+                        CatalogHelpers.toDefaultConfiguredStream(stream)
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(listOf(testCase.cursorField))
+                    }
+                }
+            return ConfiguredAirbyteCatalog().withStreams(configuredStreams)
+        }
+
+        private fun byStream(messages: List<AirbyteMessage>): Map<String, BufferingOutputConsumer> {
+            val result =
+                testCases.associate {
+                    it.tableName.uppercase() to BufferingOutputConsumer(ClockFactory().fixed())
+                }
+            for (msg in messages) {
+                result[streamName(msg) ?: continue]?.accept(msg)
+            }
+            return result
+        }
+
+        private fun streamName(msg: AirbyteMessage): String? =
+            when (msg.type) {
+                AirbyteMessage.Type.RECORD -> msg.record?.stream
+                AirbyteMessage.Type.STATE -> msg.state?.stream?.streamDescriptor?.name
+                AirbyteMessage.Type.TRACE ->
+                    when (msg.trace?.type) {
+                        AirbyteTraceMessage.Type.ERROR -> msg.trace?.error?.streamDescriptor?.name
+                        AirbyteTraceMessage.Type.ESTIMATE -> msg.trace?.estimate?.name
+                        AirbyteTraceMessage.Type.STREAM_STATUS ->
+                            msg.trace?.streamStatus?.streamDescriptor?.name
+                        AirbyteTraceMessage.Type.ANALYTICS -> null
+                        null -> null
+                    }
+                else -> null
+            }
+    }
+
+    data class TestCase(
+        val namespace: String,
+        val sqlType: String,
+        val cursorField: String,
+        // SQL literal → expected JSON output, inserted before sync 1; all must appear in sync 1
+        val initialRows: Map<String, String>,
+        // SQL literal → expected JSON output, inserted before sync 1 at the max cursor value;
+        // must appear in both sync 1 and sync 2 due to the >= lower bound used by the bulk CDK
+        val boundaryRows: Map<String, String> = emptyMap(),
+        // SQL literal → expected JSON output, inserted between syncs; all must appear in sync 2
+        val additionalRows: Map<String, String>,
+        val testName: String =
+            sqlType
+                .replace("\\[]".toRegex(), " array")
+                .replace("[^a-zA-Z0-9]".toRegex(), " ")
+                .trim()
+                .replace(" +".toRegex(), "_")
+                .uppercase(),
+    ) {
+        companion object {
+            val testAssetResourceNamer = TestAssetResourceNamer()
+        }
+
+        val tableName: String = testAssetResourceNamer.getName()
+
+        val initialDml: List<String>
+            get() =
+                (initialRows.keys + boundaryRows.keys).map {
+                    "INSERT INTO \"$namespace\".\"$tableName\" (\"$cursorField\") VALUES ($it)"
+                }
+
+        val additionalDml: List<String>
+            get() =
+                additionalRows.keys.map {
+                    "INSERT INTO \"$namespace\".\"$tableName\" (\"$cursorField\") VALUES ($it)"
+                }
+
+        val expectedSync1Values: List<String>
+            get() = initialRows.values.toList() + boundaryRows.values.toList()
+
+        val expectedSync2Values: List<String>
+            get() = boundaryRows.values.toList() + additionalRows.values.toList()
+    }
+}
diff --git a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/FieldTypeMapperTest.kt b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/FieldTypeMapperTest.kt
index ea5dca34c934..4b13872cecc1 100644
--- a/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/FieldTypeMapperTest.kt
+++ b/airbyte-cdk/bulk/toolkits/source-tests/src/testFixtures/kotlin/io/airbyte/cdk/test/fixtures/tests/FieldTypeMapperTest.kt
@@ -9,6 +9,7 @@ import io.airbyte.cdk.data.AirbyteSchemaType
 import io.airbyte.cdk.data.LeafAirbyteSchemaType
 import io.airbyte.cdk.discover.MetaField
 import io.airbyte.cdk.output.BufferingOutputConsumer
+import io.airbyte.cdk.test.fixtures.cleanup.TestAssetResourceNamer
 import io.airbyte.cdk.test.fixtures.connector.IntegrationTestOperations
 import io.airbyte.cdk.test.fixtures.connector.TestDbExecutor
 import io.airbyte.cdk.util.Jsons
@@ -47,10 +48,6 @@ abstract class FieldTypeMapperTest {
         return testCases.find { streamName.uppercase() in it.streamNamesToRecordData.keys }
     }
 
-    companion object {
-        lateinit var ops: IntegrationTestOperations
-    }
-
     @TestFactory
     @Timeout(300)
     fun tests(): Iterable<DynamicNode> {
@@ -67,8 +64,8 @@ abstract class FieldTypeMapperTest {
         val discoverAndReadAllTest: DynamicNode =
             DynamicTest.dynamicTest("discover-and-read-all", actual)
         val testCases: List<DynamicNode> =
-            allStreamNamesAndRecordData.keys.map { streamName: String ->
-                DynamicContainer.dynamicContainer(streamName, dynamicTests(actual, streamName))
+            testCases.map {
+                DynamicContainer.dynamicContainer(it.testName, dynamicTests(actual, it.tableName))
             }
         return listOf(discoverAndReadAllTest) + testCases
     }
@@ -95,7 +92,7 @@ abstract class FieldTypeMapperTest {
         }
         val testCase: TestCase = findTestCase(streamName)!!
         val jsonSchema: JsonNode = actualStream!!.jsonSchema?.get("properties")!!
-        val actualSchema: JsonNode? = jsonSchema[testCase.columnName.uppercase()]
+        val actualSchema: JsonNode? = jsonSchema[testCase.columnName]
         Assertions.assertNotNull(actualSchema)
         val expectedSchema: JsonNode = testCase.airbyteSchemaType.asJsonSchema()
         Assertions.assertEquals(expectedSchema, actualSchema)
@@ -149,7 +146,7 @@ abstract class FieldTypeMapperTest {
             jdbcStreams = ops.discover()
             jdbcConfiguredCatalog = configuredCatalog(jdbcStreams)
             log.info { "Running JDBC READ operation." }
-            jdbcReadOutput = ops.sync(jdbcConfiguredCatalog)
+            jdbcReadOutput = ops.read(jdbcConfiguredCatalog)
             Assertions.assertNotEquals(emptyList<AirbyteStateMessage>(), jdbcReadOutput.states())
             Assertions.assertNotEquals(emptyList<AirbyteRecordMessage>(), jdbcReadOutput.records())
             Assertions.assertEquals(emptyList<AirbyteLogMessage>(), jdbcReadOutput.logs())
@@ -213,25 +210,26 @@ abstract class FieldTypeMapperTest {
         val sqlType: String,
         val values: Map<String, String>,
         val airbyteSchemaType: AirbyteSchemaType = LeafAirbyteSchemaType.STRING,
+        val testName: String =
+            sqlType
+                .replace("\\[]".toRegex(), "_array")
+                .replace("[^a-zA-Z0-9]".toRegex(), " ")
+                .trim()
+                .replace(" +".toRegex(), "_")
+                .uppercase()
     ) {
-        val id: String
-            get() =
-                sqlType
-                    .replace("[^a-zA-Z0-9]".toRegex(), " ")
-                    .trim()
-                    .replace(" +".toRegex(), "_")
-                    .lowercase()
+        companion object {
+            val testAssetResourceNamer = TestAssetResourceNamer()
+        }
 
-        val tableName: String
-            get() = "tbl_$id"
+        val tableName = testAssetResourceNamer.getName()
 
-        val columnName: String
-            get() = "col_$id"
+        val columnName = "TYPE_COL"
 
         val dml: List<String>
             get() {
                 return values.keys.map {
-                    "INSERT INTO $namespace.$tableName ($columnName) VALUES ($it)"
+                    "INSERT INTO \"$namespace\".\"$tableName\" (\"$columnName\") VALUES ($it)"
                 }
             }
 
@@ -239,10 +237,157 @@ abstract class FieldTypeMapperTest {
             get() {
                 return mapOf(
                     tableName.uppercase() to
-                        values.values.map {
-                            Jsons.readTree("""{"${columnName.uppercase()}":$it}""")
-                        }
+                        values.values.map { Jsons.readTree("""{"${columnName}":$it}""") }
                 )
             }
     }
+
+    // pads the json string map values to a fixed length
+    protected fun Map<String, String>.withLength(length: Int): Map<String, String> {
+        return this.mapValues {
+            val currentLength = it.value.length - 2 // exclude the quotes
+            if (currentLength > length) {
+                throw IllegalArgumentException("$length is out of bounds")
+            } else {
+                // make it longer
+                it.value.replace("\"$".toRegex(), "\"".padStart(length - currentLength + 1))
+            }
+        }
+    }
+}
+
+object AnsiSql {
+
+    val intValues =
+        mapOf(
+            "null" to "null",
+            "1" to "1",
+            "0" to "0",
+            "-1" to "-1",
+            "2147483647" to "2147483647",
+            "-2147483648" to "-2147483648",
+        )
+
+    val smallIntValues =
+        mapOf(
+            "null" to "null",
+            "1" to "1",
+            "0" to "0",
+            "-1" to "-1",
+            "32767" to "32767",
+            "-32768" to "-32768",
+        )
+
+    val bigIntValues =
+        mapOf(
+            "null" to "null",
+            "1" to "1",
+            "0" to "0",
+            "-1" to "-1",
+            "9223372036854775807" to "9223372036854775807",
+            "-9223372036854775808" to "-9223372036854775808",
+        )
+
+    val decimalValues =
+        mapOf(
+            "null" to "null",
+            "123456789.123456789" to "123456789.123456789",
+            "-123456789.123456789" to "-123456789.123456789",
+            "0.000000001" to "0.000000001",
+            "9999999999.999999999" to "9999999999.999999999",
+            "-9999999999.999999999" to "-9999999999.999999999",
+        )
+
+    val realValues =
+        mapOf(
+            "null" to "null",
+            "3.402E+38" to "3.402E+38",
+            "-3.402E+38" to "-3.402E+38",
+            "1.175E-37" to "1.175E-37",
+            "0.0" to "0.0",
+        )
+
+    val doubleValues =
+        mapOf(
+            "null" to "null",
+            "1.7976931348623157E+308" to "1.7976931348623157E+308",
+            "-1.7976931348623157E+308" to "-1.7976931348623157E+308",
+            "2.2250738585072014E-308" to "2.2250738585072014E-308",
+            "0.0" to "0.0",
+        )
+
+    val booleanValues =
+        mapOf(
+            "null" to "null",
+            "true" to "true",
+            "false" to "false",
+        )
+
+    val charValues =
+        mapOf(
+            "null" to "null",
+            "'a'" to "\"a\"",
+            "'Z'" to "\"Z\"",
+            "'1'" to "\"1\"",
+            "' '" to "\" \"",
+        )
+
+    val varcharValues =
+        mapOf(
+            "null" to "null",
+            "'Hello'" to "\"Hello\"",
+            "'12345'" to "\"12345\"",
+            "' '" to "\" \"",
+            "''" to "\"\"",
+        )
+
+    val dateValues =
+        mapOf(
+            "null" to "null",
+            "'1000-01-01'" to "\"1000-01-01\"",
+            "'9999-12-31'" to "\"9999-12-31\"",
+        )
+
+    val timeValues =
+        mapOf(
+            "null" to "null",
+            "'00:00:00'" to "\"00:00:00.000000\"",
+            "'23:59:59'" to "\"23:59:59.000000\"",
+        )
+
+    val timeTzValues =
+        mapOf(
+            "null" to "null",
+            "'00:00:00+00'" to "\"00:00:00.000000Z\"",
+            "'23:59:59+00'" to "\"23:59:59.000000Z\"",
+        )
+
+    val timestampValues =
+        mapOf(
+            "null" to "null",
+            "'1000-01-01 00:00:00'" to "\"1000-01-01T00:00:00.000000\"",
+            "'9999-12-31 23:59:59'" to "\"9999-12-31T23:59:59.000000\"",
+        )
+
+    val timestampWithTzValues =
+        mapOf(
+            "null" to "null",
+            "'1000-01-01 00:00:00'" to "\"1000-01-01T00:00:00.000000Z\"",
+            "'9999-12-31 23:59:59'" to "\"9999-12-31T23:59:59.000000Z\"",
+        )
+}
+
+object ExtendedSql {
+    val xmlValues =
+        mapOf(
+            "null" to "null",
+            "'<root><node>value</node></root>'" to "\"<root><node>value</node></root>\""
+        )
+
+    val jsonValues =
+        mapOf(
+            "'{}'" to "\"{}\"",
+            "'{\"k\": null}'" to "\"{\\\"k\\\": null}\"",
+            "'{\"k\": \"v\"}'" to "\"{\\\"k\\\": \\\"v\\\"}\""
+        )
 }
diff --git a/airbyte-ci/.gitignore b/airbyte-ci/.gitignore
deleted file mode 100644
index b33a803302af..000000000000
--- a/airbyte-ci/.gitignore
+++ /dev/null
@@ -1,172 +0,0 @@
-### Python ###
-# Byte-compiled / optimized / DLL files
-__pycache__/
-*.py[cod]
-*$py.class
-
-# C extensions
-*.so
-
-# Distribution / packaging
-.Python
-build/
-develop-eggs/
-dist/
-downloads/
-eggs/
-.eggs/
-lib64/
-parts/
-sdist/
-var/
-wheels/
-share/python-wheels/
-*.egg-info/
-.installed.cfg
-*.egg
-MANIFEST
-
-# PyInstaller
-#  Usually these files are written by a python script from a template
-#  before PyInstaller builds the exe, so as to inject date/other infos into it.
-*.manifest
-*.spec
-
-# Installer logs
-pip-log.txt
-pip-delete-this-directory.txt
-
-# Unit test / coverage reports
-htmlcov/
-.tox/
-.nox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-*.py,cover
-.hypothesis/
-.pytest_cache/
-cover/
-
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-db.sqlite3-journal
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
-# Sphinx documentation
-docs/_build/
-
-# PyBuilder
-.pybuilder/
-target/
-
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# IPython
-profile_default/
-ipython_config.py
-
-# pyenv
-#   For a library or package, you might want to ignore these files since the code is
-#   intended to run in multiple environments; otherwise, check them in:
-# .python-version
-
-# pipenv
-#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
-#   However, in case of collaboration, if having platform-specific dependencies or dependencies
-#   having no cross-platform support, pipenv may install dependencies that don't work, or not
-#   install all needed dependencies.
-#Pipfile.lock
-
-# poetry
-#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
-#   This is especially recommended for binary packages to ensure reproducibility, and is more
-#   commonly ignored for libraries.
-#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
-
-# pdm
-#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
-#pdm.lock
-#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
-#   in version control.
-#   https://pdm.fming.dev/#use-with-ide
-.pdm.toml
-
-# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
-__pypackages__/
-
-# Celery stuff
-celerybeat-schedule
-celerybeat.pid
-
-# SageMath parsed files
-*.sage.py
-
-# Environments
-.env
-.venv
-env/
-venv/
-ENV/
-env.bak/
-venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-.dmypy.json
-dmypy.json
-
-# Pyre type checker
-.pyre/
-
-# pytype static type analyzer
-.pytype/
-
-# Cython debug symbols
-cython_debug/
-
-# PyCharm
-#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
-#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
-#  and can be added to the global gitignore or merged into this file.  For a more nuclear
-#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
-#.idea/
-
-### Python Patch ###
-# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
-poetry.toml
-
-# ruff
-.ruff_cache/
-
-# LSP config files
-pyrightconfig.json
-
-tmp*
diff --git a/airbyte-ci/.python-version b/airbyte-ci/.python-version
deleted file mode 100644
index 2c0733315e41..000000000000
--- a/airbyte-ci/.python-version
+++ /dev/null
@@ -1 +0,0 @@
-3.11
diff --git a/airbyte-ci/README.md b/airbyte-ci/README.md
deleted file mode 100644
index 8e5c231603cb..000000000000
--- a/airbyte-ci/README.md
+++ /dev/null
@@ -1,17 +0,0 @@
-# Airbyte CI
-
-This folder is a collection of systems, tools and scripts that are used to run Airbyte's CI/CD
-
-The installation instructions for the `airbyte-ci` CLI tool cal be found here
-[airbyte-ci/connectors/pipelines](connectors/pipelines/README.md)
-
-## Tools
-
-| Directory                                          | Description                                                                                                                   |
-| -------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------- |
-| [`ci_credentials`](connectors/ci_credentials)      | A CLI tool to fetch connector secrets from GCP Secrets Manager.                                                               |
-| [`connector_ops`](connectors/connector_ops)        | A python package with utils reused in internal packages.                                                                      |
-| [`connectors_qa`](connectors/connectors_qa/)       | A tool to verify connectors have sounds assets and metadata.                                                                  |
-| [`metadata_service`](connectors/metadata_service/) | Tools to generate connector metadata and registry.                                                                            |
-| [`pipelines`](connectors/pipelines/)               | Airbyte CI pipelines, including formatting, linting, building, testing connectors, etc. Connector acceptance tests live here. |
-| [`auto_merge`](connectors/auto_merge/)             | A tool to automatically merge connector pull requests.                                                                        |
diff --git a/airbyte-ci/connectors/README.md b/airbyte-ci/connectors/README.md
deleted file mode 100644
index 0af1e828f1b8..000000000000
--- a/airbyte-ci/connectors/README.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# Airbyte Connectors CI
-
-This folder is a collection of systems, tools and scripts that are used to run CI/CD systems
-specific to our connectors.
-
-For the list of tools and subfolders, please see [README in `airbyte-ci`](../README.md).
diff --git a/airbyte-ci/connectors/auto_merge/README.md b/airbyte-ci/connectors/auto_merge/README.md
deleted file mode 100644
index 12c280908a80..000000000000
--- a/airbyte-ci/connectors/auto_merge/README.md
+++ /dev/null
@@ -1,66 +0,0 @@
-# `Auto merge`
-
-## Purpose
-
-This Python package is made to merge pull requests automatically on the Airbyte Repo. It is used in
-the [following workflow](.github/workflows/auto_merge.yml).
-
-A pull request is currently considered as auto-mergeable if:
-
-- It has the `auto-merge` Github label
-- It only modifies files in connector-related directories
-- All the required checks have passed
-
-We want to auto-merge a specific set of connector pull requests to simplify the connector updates in
-the following use cases:
-
-- Pull requests updating Python dependencies or the connector base image
-- Community contributions when they've been reviewed and approved by our team but CI is still
-  running: to avoid an extra review iteration just to check CI status.
-
-## Install and usage
-
-### Get a Github token
-
-You need to create a Github token with the following permissions:
-
-- Read access to the repository to list open pull requests and their statuses
-- Write access to the repository to merge pull requests
-
-### Local install and run
-
-```
-poetry install
-export GITHUB_TOKEN=<your_github_token>
-# By default no merge will be done, you need to set the AUTO_MERGE_PRODUCTION environment variable to true to actually merge the PRs
-poetry run auto-merge
-```
-
-### In CI
-
-```
-export GITHUB_TOKEN=<your_github_token>
-export AUTO_MERGE_PRODUCTION=true
-poetry install
-poetry run auto-merge
-```
-
-The execution will set the `GITHUB_STEP_SUMMARY` env var with a markdown summary of the PRs that
-have been merged.
-
-## Changelog
-
-### 0.1.5
-Update Python version requirement from 3.10 to 3.11.
-
-### 0.1.3
-Adds `auto-merge/bypass-ci-checks` label which does not require CI checks to pass to auto-merge PR.
-
-### 0.1.2
-Set merge method to `squash`.
-
-### 0.1.1
-Consider skipped check runs as successful.
-
-### 0.1.0
-Initial release.
diff --git a/airbyte-ci/connectors/auto_merge/poetry.lock b/airbyte-ci/connectors/auto_merge/poetry.lock
deleted file mode 100644
index 0483a94d6505..000000000000
--- a/airbyte-ci/connectors/auto_merge/poetry.lock
+++ /dev/null
@@ -1,765 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "anyio"
-version = "4.3.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
-]
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
-
-[[package]]
-name = "certifi"
-version = "2024.2.2"
-description = "Python package for providing Mozilla's CA Bundle."
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
-]
-
-[[package]]
-name = "cffi"
-version = "1.16.0"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.11"
-content-hash = "1a6eba17c6fa90cca5ad3d50ad6b16b1794845be537b4b6f4f1e2dd335fec66a"
diff --git a/airbyte-ci/connectors/auto_merge/pyproject.toml b/airbyte-ci/connectors/auto_merge/pyproject.toml
deleted file mode 100644
index 9651ef70fdbc..000000000000
--- a/airbyte-ci/connectors/auto_merge/pyproject.toml
+++ /dev/null
@@ -1,47 +0,0 @@
-[tool.poetry]
-name = "auto-merge"
-version = "0.1.5"
-description = ""
-authors = ["Airbyte <contact@airbyte.io>"]
-readme = "README.md"
-packages = [
-    { include = "auto_merge", from = "src" },
-]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-pygithub = "^2.3.0"
-anyio = "^4.3.0"
-
-
-[tool.poetry.group.dev.dependencies]
-mypy = "^1.10.0"
-ruff = "^0.4.3"
-pytest = "^8.2.0"
-pyinstrument = "^4.6.2"
-types-requests = "^2.32.4.20260107"
-
-[tool.ruff]
-line-length = 140
-
-[tool.ruff.lint]
-select = [
-    "I" # isort
-]
-
-[tool.poetry.scripts]
-auto-merge = "auto_merge.main:auto_merge"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poe.tasks]
-test = "pytest tests"
-type_check = "mypy src --disallow-untyped-defs"
-lint = "ruff check src"
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = ["type_check", "lint",]
diff --git a/airbyte-ci/connectors/auto_merge/src/auto_merge/__init__.py b/airbyte-ci/connectors/auto_merge/src/auto_merge/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/auto_merge/src/auto_merge/consts.py b/airbyte-ci/connectors/auto_merge/src/auto_merge/consts.py
deleted file mode 100644
index cce847b02427..000000000000
--- a/airbyte-ci/connectors/auto_merge/src/auto_merge/consts.py
+++ /dev/null
@@ -1,17 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-AIRBYTE_REPO = "airbytehq/airbyte"
-AUTO_MERGE_LABEL = "auto-merge"
-AUTO_MERGE_BYPASS_CI_CHECKS_LABEL = "auto-merge/bypass-ci-checks"
-BASE_BRANCH = "master"
-CONNECTOR_PATH_PREFIXES = {
-    "airbyte-integrations/connectors",
-    "docs/integrations/sources",
-    "docs/integrations/destinations",
-    "docs/ai-agents/connectors",
-    "docs/developers/pyairbyte",
-    "docusaurus/src/data",
-}
-MERGE_METHOD = "squash"
diff --git a/airbyte-ci/connectors/auto_merge/src/auto_merge/env.py b/airbyte-ci/connectors/auto_merge/src/auto_merge/env.py
deleted file mode 100644
index cfb82f108bee..000000000000
--- a/airbyte-ci/connectors/auto_merge/src/auto_merge/env.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import os
-
-GITHUB_TOKEN = os.environ["GITHUB_TOKEN"]
-PRODUCTION = os.environ.get("AUTO_MERGE_PRODUCTION", "false").lower() == "true"
diff --git a/airbyte-ci/connectors/auto_merge/src/auto_merge/helpers.py b/airbyte-ci/connectors/auto_merge/src/auto_merge/helpers.py
deleted file mode 100644
index ba56389226bf..000000000000
--- a/airbyte-ci/connectors/auto_merge/src/auto_merge/helpers.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import time
-from typing import TYPE_CHECKING
-
-if TYPE_CHECKING:
-    from github.PullRequest import PullRequest
-
-
-def generate_job_summary_as_markdown(merged_prs: list[PullRequest]) -> str:
-    """Generate a markdown summary of the merged PRs
-
-    Args:
-        merged_prs (list[PullRequest]): The PRs that were merged
-
-    Returns:
-        str: The markdown summary
-    """
-    summary_time = time.strftime("%Y-%m-%d %H:%M:%S")
-    header = "# Auto-merged PRs"
-    details = f"Summary generated at {summary_time}"
-    if not merged_prs:
-        return f"{header}\n\n{details}\n\n**No PRs were auto-merged**\n"
-    merged_pr_list = "\n".join([f"- [#{pr.number} - {pr.title}]({pr.html_url})" for pr in merged_prs])
-    return f"{header}\n\n{details}\n\n{merged_pr_list}\n"
diff --git a/airbyte-ci/connectors/auto_merge/src/auto_merge/main.py b/airbyte-ci/connectors/auto_merge/src/auto_merge/main.py
deleted file mode 100644
index 2ac5dd00cc95..000000000000
--- a/airbyte-ci/connectors/auto_merge/src/auto_merge/main.py
+++ /dev/null
@@ -1,252 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import logging
-import os
-import time
-from collections.abc import Iterator
-from contextlib import contextmanager
-from pathlib import Path
-from typing import TYPE_CHECKING, Callable, Optional
-
-import requests
-from github import Auth, Github
-
-from .consts import (
-    AIRBYTE_REPO,
-    AUTO_MERGE_BYPASS_CI_CHECKS_LABEL,
-    AUTO_MERGE_LABEL,
-    BASE_BRANCH,
-    MERGE_METHOD,
-)
-from .env import GITHUB_TOKEN, PRODUCTION
-from .helpers import generate_job_summary_as_markdown
-from .pr_validators import VALIDATOR_MAPPING
-
-if TYPE_CHECKING:
-    from github.Commit import Commit as GithubCommit
-    from github.PullRequest import PullRequest
-    from github.Repository import Repository as GithubRepo
-
-logging.basicConfig()
-logger = logging.getLogger("auto_merge")
-logger.setLevel(logging.INFO)
-
-
-@contextmanager
-def github_client() -> Iterator[Github]:
-    client = None
-    try:
-        client = Github(auth=Auth.Token(GITHUB_TOKEN), seconds_between_requests=0)
-        yield client
-    finally:
-        if client:
-            client.close()
-
-
-def check_if_pr_is_auto_mergeable(head_commit: GithubCommit, pr: PullRequest, required_checks: set[str]) -> bool:
-    """Run all enabled validators and return if they all pass.
-
-    Args:
-        head_commit (GithubCommit): The head commit of the PR
-        pr (PullRequest): The PR to check
-        required_checks (set[str]): The set of required passing checks
-
-    Returns:
-        bool: True if the PR is auto-mergeable, False otherwise
-    """
-
-    validators = get_pr_validators(pr)
-    for validator in validators:
-        is_valid, error = validator(head_commit, pr, required_checks)
-        if not is_valid:
-            if error:
-                logger.info(f"PR #{pr.number} - {error}")
-            return False
-    return True
-
-
-def get_pr_validators(pr: PullRequest) -> set[Callable]:
-    """
-    Get the validator for a PR based on its labels
-
-    Args:
-        pr (PullRequest): The PR to get the validator for
-
-    Returns:
-        list[callable]: The validators
-    """
-    validators: set[Callable] = set()
-    for label in pr.labels:
-        if label.name in VALIDATOR_MAPPING:
-            # Add these to our validators set:
-            validators |= VALIDATOR_MAPPING[label.name]
-
-    if not validators:
-        # We shouldn't reach this point, but if we do, we raise an error.
-        # TODO: We could consider returning a dummy callable which always returns False,
-        # but for now, we raise an error to ensure we catch any misconfigurations.
-        raise ValueError(
-            f"PR #{pr.number} does not have a valid auto-merge label. "
-            f"Expected one of [{', '.join(VALIDATOR_MAPPING.keys())}], but got: "
-            f"[{'; '.join(label.name for label in pr.labels)}]",
-        )
-
-    return validators
-
-
-def mark_pr_as_ready(node_id: str) -> None:
-    """Mark a draft PR as ready for review using the GitHub GraphQL API.
-
-    The REST API PATCH endpoint does not support changing draft status.
-    The GraphQL markPullRequestReadyForReview mutation is required instead.
-
-    Args:
-        node_id (str): The GraphQL node ID of the pull request
-    """
-    query = """
-    mutation($prId: ID!) {
-      markPullRequestReadyForReview(input: {pullRequestId: $prId}) {
-        pullRequest { isDraft }
-      }
-    }
-    """
-    response = requests.post(
-        "https://api.github.com/graphql",
-        json={"query": query, "variables": {"prId": node_id}},
-        headers={
-            "Authorization": f"token {GITHUB_TOKEN}",
-            "Accept": "application/vnd.github+json",
-        },
-    )
-    response.raise_for_status()
-    data = response.json()
-    if "errors" in data:
-        raise RuntimeError(f"GraphQL error marking PR as ready: {data['errors']}")
-
-
-def merge_with_retries(pr: PullRequest, max_retries: int = 3, wait_time: int = 60) -> Optional[PullRequest]:
-    """Merge a PR with retries
-
-    Args:
-        pr (PullRequest): The PR to merge
-        max_retries (int, optional): The maximum number of retries. Defaults to 3.
-        wait_time (int, optional): The time to wait between retries in seconds. Defaults to 60.
-    """
-    if pr.draft:
-        logger.info(f"PR #{pr.number} is a draft, marking as ready for review before merging")
-        mark_pr_as_ready(pr.node_id)
-        pr.update()
-        logger.info(f"PR #{pr.number} draft status after marking ready: {pr.draft}")
-    for i in range(max_retries):
-        try:
-            pr.merge(merge_method=MERGE_METHOD)
-            logger.info(f"PR #{pr.number} was auto-merged")
-            return pr
-        except Exception as e:
-            logger.error(f"Failed to merge PR #{pr.number} - {e}")
-            if i < max_retries - 1:
-                logger.info(f"Retrying to merge PR #{pr.number}")
-                time.sleep(wait_time)
-            else:
-                logger.error(f"Failed to merge PR #{pr.number} after {max_retries} retries")
-    return None
-
-
-def process_pr(repo: GithubRepo, pr: PullRequest, required_passing_contexts: set[str], dry_run: bool) -> None | PullRequest:
-    """Process a PR to see if it is auto-mergeable and merge it if it is.
-
-    Args:
-        repo (GithubRepo): The repository the PR is in
-        pr (PullRequest): The PR to process
-        required_passing_contexts (set[str]): The set of required passing checks
-        dry_run (bool): Whether to actually merge the PR or not
-
-    Returns:
-        None | PullRequest: The PR if it was merged, None otherwise
-    """
-    logger.info(f"Processing PR #{pr.number}")
-    head_commit = repo.get_commit(sha=pr.head.sha)
-    if check_if_pr_is_auto_mergeable(head_commit, pr, required_passing_contexts):
-        if not dry_run:
-            merge_with_retries(pr)
-            return pr
-        else:
-            logger.info(f"PR #{pr.number} is auto-mergeable but dry-run is enabled")
-    return None
-
-
-def get_required_passing_contexts(repo_name: str, branch: str, token: str) -> set[str]:
-    """Fetch required status check contexts from GitHub rulesets for a branch.
-
-    Uses the GitHub Rules API (GET /repos/{owner}/{repo}/rules/branches/{branch})
-    which returns active rules from repository rulesets.
-
-    Args:
-        repo_name (str): The repository in owner/repo format
-        branch (str): The branch name
-        token (str): The GitHub token for authentication
-
-    Returns:
-        set[str]: The set of required status check context strings
-    """
-    url = f"https://api.github.com/repos/{repo_name}/rules/branches/{branch}"
-    headers = {
-        "Authorization": f"token {token}",
-        "Accept": "application/vnd.github+json",
-    }
-    response = requests.get(url, headers=headers)
-    response.raise_for_status()
-    contexts: set[str] = set()
-    for rule in response.json():
-        if rule["type"] == "required_status_checks":
-            for check in rule.get("parameters", {}).get("required_status_checks", []):
-                contexts.add(check["context"])
-    return contexts
-
-
-def back_off_if_rate_limited(github_client: Github) -> None:
-    """Sleep if the rate limit is reached
-
-    Args:
-        github_client (Github): The Github client to check the rate limit of
-    """
-    remaining_requests, _ = github_client.rate_limiting
-    if remaining_requests < 100:
-        logging.warning(f"Rate limit almost reached. Remaining requests: {remaining_requests}")
-    if remaining_requests == 0:
-        logging.warning(f"Rate limited. Sleeping for {github_client.rate_limiting_resettime - time.time()} seconds")
-        time.sleep(github_client.rate_limiting_resettime - time.time())
-    return None
-
-
-def auto_merge() -> None:
-    """Main function to auto-merge PRs that are candidates for auto-merge.
-    If the AUTO_MERGE_PRODUCTION environment variable is not set to "true", this will be a dry run.
-    """
-    dry_run = PRODUCTION is False
-    if PRODUCTION:
-        logger.info("Running auto-merge in production mode. Mergeable PRs will be merged!")
-    else:
-        logger.info("Running auto-merge in dry mode mode. Mergeable PRs won't be merged!")
-
-    with github_client() as gh_client:
-        repo = gh_client.get_repo(AIRBYTE_REPO)
-        logger.info(f"Fetching required passing contexts for {BASE_BRANCH}")
-        required_passing_contexts = get_required_passing_contexts(AIRBYTE_REPO, BASE_BRANCH, GITHUB_TOKEN)
-        candidate_issues = gh_client.search_issues(
-            f"repo:{AIRBYTE_REPO} is:pr label:{AUTO_MERGE_LABEL},{AUTO_MERGE_BYPASS_CI_CHECKS_LABEL} base:{BASE_BRANCH} state:open"
-        )
-        prs = [issue.as_pull_request() for issue in candidate_issues]
-        logger.info(
-            f"Found {len(prs)} open PRs targeting {BASE_BRANCH} with the '{AUTO_MERGE_LABEL}' or '{AUTO_MERGE_BYPASS_CI_CHECKS_LABEL}' label"
-        )
-        merged_prs = []
-        for pr in prs:
-            back_off_if_rate_limited(gh_client)
-            if merged_pr := process_pr(repo, pr, required_passing_contexts, dry_run):
-                merged_prs.append(merged_pr)
-        if "GITHUB_STEP_SUMMARY" in os.environ:
-            job_summary_path = Path(os.environ["GITHUB_STEP_SUMMARY"]).write_text(generate_job_summary_as_markdown(merged_prs))
-            logger.info(f"Job summary written to {job_summary_path}")
diff --git a/airbyte-ci/connectors/auto_merge/src/auto_merge/pr_validators.py b/airbyte-ci/connectors/auto_merge/src/auto_merge/pr_validators.py
deleted file mode 100644
index f08c71b33a56..000000000000
--- a/airbyte-ci/connectors/auto_merge/src/auto_merge/pr_validators.py
+++ /dev/null
@@ -1,85 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING, Callable, Optional, Tuple
-
-from .consts import (
-    AUTO_MERGE_BYPASS_CI_CHECKS_LABEL,
-    AUTO_MERGE_LABEL,
-    BASE_BRANCH,
-    CONNECTOR_PATH_PREFIXES,
-)
-
-if TYPE_CHECKING:
-    from github.Commit import Commit as GithubCommit
-    from github.PullRequest import PullRequest
-
-
-def has_auto_merge_label(head_commit: GithubCommit, pr: PullRequest, required_checks: set[str]) -> Tuple[bool, Optional[str]]:
-    has_auto_merge_label = any(label.name == AUTO_MERGE_LABEL for label in pr.labels)
-    if not has_auto_merge_label:
-        return False, f"does not have the {AUTO_MERGE_LABEL} label"
-    return True, None
-
-
-def has_auto_merge_bypass_ci_checks_label(
-    head_commit: GithubCommit, pr: PullRequest, required_checks: set[str]
-) -> Tuple[bool, Optional[str]]:
-    has_auto_merge_bypass_ci_checks_label = any(label.name == AUTO_MERGE_BYPASS_CI_CHECKS_LABEL for label in pr.labels)
-    if not has_auto_merge_bypass_ci_checks_label:
-        return False, f"does not have the {AUTO_MERGE_BYPASS_CI_CHECKS_LABEL} label"
-    return True, None
-
-
-def targets_main_branch(head_commit: GithubCommit, pr: PullRequest, required_checks: set[str]) -> Tuple[bool, Optional[str]]:
-    if not pr.base.ref == BASE_BRANCH:
-        return False, f"does not target {BASE_BRANCH}"
-    return True, None
-
-
-def only_modifies_connectors(head_commit: GithubCommit, pr: PullRequest, required_checks: set[str]) -> Tuple[bool, Optional[str]]:
-    modified_files = pr.get_files()
-    for file in modified_files:
-        if not any(file.filename.startswith(prefix) for prefix in CONNECTOR_PATH_PREFIXES):
-            return False, "is not only modifying connectors"
-    return True, None
-
-
-def head_commit_passes_all_required_checks(
-    head_commit: GithubCommit, pr: PullRequest, required_checks: set[str]
-) -> Tuple[bool, Optional[str]]:
-    successful_status_contexts = [commit_status.context for commit_status in head_commit.get_statuses() if commit_status.state == "success"]
-    successful_check_runs = [
-        check_run.name
-        for check_run in head_commit.get_check_runs()
-        # Github considers a required check as passing if it has a conclusion of "success" or "skipped"
-        if check_run.conclusion == "success" or check_run.conclusion == "skipped"
-    ]
-    successful_contexts = set(successful_status_contexts + successful_check_runs)
-    if not required_checks.issubset(successful_contexts):
-        return False, "not all required checks passed"
-    return True, None
-
-
-# A PR is considered auto-mergeable if:
-#     - it has the AUTO_MERGE_LABEL
-#     - it targets the BASE_BRANCH
-#     - it touches only files in CONNECTOR_PATH_PREFIXES
-#     - the head commit passes all required checks
-
-# PLEASE BE CAREFUL OF THE VALIDATOR ORDERING
-# Let's declare faster checks first as the check_if_pr_is_auto_mergeable function fails fast.
-COMMON_VALIDATORS = {
-    targets_main_branch,
-    only_modifies_connectors,
-}
-# Let's declare faster checks first as the check_if_pr_is_auto_mergeable function fails fast.
-VALIDATOR_MAPPING: dict[str, set[Callable]] = {
-    # Until we have an auto-approve mechanism, we use this pipeline to force-merge,
-    # as long as all required checks pass. This doesn't bypass checks but it bypasses the
-    # approval requirement:
-    AUTO_MERGE_LABEL: COMMON_VALIDATORS | {has_auto_merge_label, head_commit_passes_all_required_checks},
-    # These are pure registry updates, and can be auto-merged without any CI checks:
-    AUTO_MERGE_BYPASS_CI_CHECKS_LABEL: COMMON_VALIDATORS | {has_auto_merge_bypass_ci_checks_label},
-}
diff --git a/airbyte-ci/connectors/ci_credentials/README.md b/airbyte-ci/connectors/ci_credentials/README.md
deleted file mode 100644
index 314cdde32d7b..000000000000
--- a/airbyte-ci/connectors/ci_credentials/README.md
+++ /dev/null
@@ -1,129 +0,0 @@
-# CI Credentials
-
-CLI tooling to read and manage GSM secrets:
-
-- `write-to-storage` download a connector's secrets locally in the connector's `secrets` folder
-- `update-secrets` uploads new connector secret version that were locally updated.
-
-## Requirements
-
-This project requires Python 3.11 and `pipx`.
-
-## Installation
-
-The recommended way to install `ci_credentials` is using pipx. This ensures the tool and its dependencies are isolated from your other Python projects.
-
-First, install `pyenv`. If you don't have it yet, you can install it using Homebrew:
-
-```bash
-brew update
-brew install pyenv
-```
-
-If you haven't installed pipx, you can do it with pip:
-
-```bash
-cd airbyte-ci/connectors/ci_credentials/
-pyenv install # ensure you have the correct python version
-python -m pip install --user pipx
-python -m pipx ensurepath
-```
-
-Once pyenv and pipx is installed then run the following (assuming you're in Airbyte repo root):
-
-```bash
-pipx install --editable --force --python=python3.11 airbyte-ci/connectors/ci_credentials/
-```
-
-Or install with a link to the default branch of the repo:
-
-```bash
-pipx install git+https://github.com/airbytehq/airbyte.git#subdirectory=airbyte-ci/connectors/ci_credentials
-```
-
-This command installs `ci_credentials` and makes it globally available in your terminal.
-
-> [!Note]
->
-> - `--force` is required to ensure updates are applied on subsequent installs.
-> - `--python=python3.11` is required to ensure the correct python version is used.
-
-## Get GSM access
-
-Download a Service account json key that has access to Google Secrets Manager.
-`ci_credentials` expects `GCP_GSM_CREDENTIALS` to be set in environment to be able to access secrets.
-
-### Create Service Account
-
-- Go to https://console.cloud.google.com/iam-admin/serviceaccounts/create?project=dataline-integration-testing
-- In step #1 `Service account details`, set a name and a relevant description
-- In step #2 `Grant this service account access to project`, select role `Owner` (there is a role that is more scope but I based this decision on others `<user>-testing` service account)
-
-### Create Service Account Token
-
-- Go to https://console.cloud.google.com/iam-admin/serviceaccounts?project=dataline-integration-testing
-- Find your service account and click on it
-- Go in the tab "KEYS"
-- Click on "ADD KEY -> Create new key" and select JSON. This will download a file on your computer
-
-### Setup ci_credentials
-
-- In your .zshrc, add: `export GCP_GSM_CREDENTIALS=$(cat <path to JSON file>)`
-
-## Development
-
-During development, you can use the `--editable` option to make changes to the `ci_credentials` package and have them immediately take effect without needing to reinstall the package:
-
-```bash
-pipx install --editable airbyte-ci/connectors/ci_credentials/
-```
-
-This is useful when you are making changes to the package and want to test them in real-time.
-
-> [!Note]
->
-> - The package name is `ci_credentials`, not `airbyte-ci`. You will need this when uninstalling or reinstalling.
-
-## Usage
-
-After installation, you can use the `ci_credentials` command in your terminal.
-
-## Run it
-
-The `VERSION=dev` will make it so it knows to use your local current working directory and not the Github Action one.
-
-### Write credentials for a specific connector to local storage
-
-To download GSM secrets to `airbyte-integrations/connectors/source-bings-ads/secrets`:
-
-```bash
-VERSION=dev ci_credentials source-bing-ads write-to-storage
-```
-
-### Write credentials for all connectors to local storage
-
-To download GSM secrets to for all available connectors into their respective `secrets` directories:
-
-```bash
-VERSION=dev ci_credentials all write-to-storage
-```
-
-### Update secrets
-
-To upload to GSM newly updated configurations from `airbyte-integrations/connectors/source-bings-ads/secrets/updated_configurations`:
-
-```bash
-VERSION=dev ci_credentials source-bing-ads update-secrets
-```
-
-## FAQ
-
-### Help
-
-```bash
-VERSION=dev ci_credentials --help
-```
-
-### What is `VERSION=dev`?
-
-This is a way to tell the tool to write secrets using your local current working directory and not the Github Action runner one.
diff --git a/airbyte-ci/connectors/ci_credentials/ci_credentials/__init__.py b/airbyte-ci/connectors/ci_credentials/ci_credentials/__init__.py
deleted file mode 100644
index c49b12f7a07d..000000000000
--- a/airbyte-ci/connectors/ci_credentials/ci_credentials/__init__.py
+++ /dev/null
@@ -1,6 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from .secrets_manager import SecretsManager
-
-__all__ = ("SecretsManager",)
diff --git a/airbyte-ci/connectors/ci_credentials/ci_credentials/google_api.py b/airbyte-ci/connectors/ci_credentials/ci_credentials/google_api.py
deleted file mode 100644
index 69d12894ac90..000000000000
--- a/airbyte-ci/connectors/ci_credentials/ci_credentials/google_api.py
+++ /dev/null
@@ -1,90 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import time
-from dataclasses import dataclass
-from typing import Any, ClassVar, List, Mapping
-
-import jwt
-import requests
-
-from .logger import Logger
-
-
-TOKEN_TTL = 3600
-
-
-@dataclass
-class GoogleApi:
-    """
-    Simple Google API client
-    """
-
-    logger: ClassVar[Logger] = Logger()
-
-    config: Mapping[str, Any]
-    scopes: List[str]
-    _access_token: str = None
-
-    def get(self, url: str, params: Mapping = None) -> Mapping[str, Any]:
-        """Sends a GET request"""
-        token = self.get_access_token()
-        headers = {"Authorization": f"Bearer {token}", "Content-Type": "application/json", "X-Goog-User-Project": self.project_id}
-        # Making a get request
-        response = requests.get(url, headers=headers, params=params)
-        response.raise_for_status()
-        return response.json()
-
-    def post(self, url: str, json: Mapping = None, params: Mapping = None) -> Mapping[str, Any]:
-        """Sends a POST request"""
-        token = self.get_access_token()
-
-        headers = {"Authorization": f"Bearer {token}", "X-Goog-User-Project": self.project_id}
-        # Making a get request
-        response = requests.post(url, headers=headers, json=json, params=params)
-        try:
-            response.raise_for_status()
-        except Exception:
-            self.logger.error(f"error body: {response.text}")
-            raise
-        return response.json()
-
-    @property
-    def token_uri(self):
-        return self.config["token_uri"]
-
-    @property
-    def project_id(self):
-        return self.config["project_id"]
-
-    def __generate_jwt(self) -> str:
-        """Generates JWT token by a service account json file and scopes"""
-        now = int(time.time())
-        claim = {
-            "iat": now,
-            "iss": self.config["client_email"],
-            "scope": ",".join(self.scopes),
-            "aud": self.token_uri,
-            "exp": now + TOKEN_TTL,
-        }
-        return jwt.encode(claim, self.config["private_key"].encode(), algorithm="RS256")
-
-    def get_access_token(self) -> str:
-        """Generates an access token by a service account json file and scopes"""
-
-        if self._access_token is None:
-            self._access_token = self.__get_access_token()
-
-        return self._access_token
-
-    def __get_access_token(self) -> str:
-        jwt = self.__generate_jwt()
-        resp = requests.post(
-            self.token_uri,
-            data={
-                "assertion": jwt,
-                "grant_type": "urn:ietf:params:oauth:grant-type:jwt-bearer",
-            },
-        )
-        return resp.json()["access_token"]
diff --git a/airbyte-ci/connectors/ci_credentials/ci_credentials/logger.py b/airbyte-ci/connectors/ci_credentials/ci_credentials/logger.py
deleted file mode 100644
index 639a38e465b0..000000000000
--- a/airbyte-ci/connectors/ci_credentials/ci_credentials/logger.py
+++ /dev/null
@@ -1,85 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import datetime as dt
-import inspect
-import logging
-import logging.handlers
-import sys
-from typing import Callable
-
-
-class MyFormatter(logging.Formatter):
-    """Custom formatter for logging"""
-
-    converter = dt.datetime.fromtimestamp
-
-    def formatTime(self, record, datefmt=None):
-        """! @brief redefinition of format of log"""
-        ct = self.converter(record.created)
-        if datefmt:
-            s = ct.strftime(datefmt)
-        else:
-            t = ct.strftime("%Y-%m-%d %H:%M:%S")
-            s = "%s,%03d" % (t, record.msecs)
-        return s
-
-
-class Logger:
-    """Simple logger with a pretty log header
-    the method error returns the value 1
-    the method critical terminates a script work
-    """
-
-    def __init__(self):
-        formatter = MyFormatter(fmt="[%(asctime)s] - %(levelname)s - %(message)s", datefmt="%d/%m/%Y %H:%M:%S.%f")
-
-        logger_name = __name__
-        stack_items = inspect.stack()
-        for i in range(len(stack_items)):
-            if stack_items[i].filename.endswith("ci_credentials/logger.py"):
-                logger_name = ".".join(stack_items[i + 1].filename.split("/")[-3:])[:-3]
-
-        self._logger = logging.getLogger(logger_name)
-        self._logger.setLevel(logging.DEBUG)
-        self._logger.propagate = False
-
-        handler = logging.StreamHandler()
-        handler.setLevel(logging.DEBUG)
-        handler.setFormatter(formatter)
-        self._logger.addHandler(handler)
-
-    @classmethod
-    def __prepare_log_line(cls, func_name: str, func: Callable) -> Callable:
-        def wrapper(*args):
-            prefix = ""
-            stack_items = inspect.stack()
-            for i in range(len(stack_items)):
-                if stack_items[i].filename.endswith("ci_credentials/logger.py"):
-                    filepath = stack_items[i + 1].filename
-                    line_number = stack_items[i + 1].lineno
-
-                    # show last 3 path items only
-                    filepath = "/".join(filepath.split("/")[-3:])
-                    prefix = f"[{filepath}:{line_number}] # "
-                    break
-            if prefix:
-                args = list(args)
-                args[0] = f"{prefix}{args[0]}"
-            func(*args)
-            if func_name == "critical":
-                sys.exit(1)
-            elif func_name == "error":
-                return 1
-            return 0
-
-        return wrapper
-
-    def __getattr__(self, function_name: str):
-        if not hasattr(self._logger, function_name):
-            return super().__getattr__(function_name)
-        return self.__prepare_log_line(
-            function_name,
-            getattr(self._logger, function_name),
-        )
diff --git a/airbyte-ci/connectors/ci_credentials/ci_credentials/main.py b/airbyte-ci/connectors/ci_credentials/ci_credentials/main.py
deleted file mode 100644
index fa1b3ade1df5..000000000000
--- a/airbyte-ci/connectors/ci_credentials/ci_credentials/main.py
+++ /dev/null
@@ -1,69 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import sys
-from json.decoder import JSONDecodeError
-
-import click
-
-from .logger import Logger
-from .secrets_manager import SecretsManager
-
-
-logger = Logger()
-
-ENV_GCP_GSM_CREDENTIALS = "GCP_GSM_CREDENTIALS"
-
-
-# credentials of GSM and GitHub secrets should be shared via shell environment
-@click.group()
-@click.argument("connector_name")
-@click.option("--gcp-gsm-credentials", envvar="GCP_GSM_CREDENTIALS")
-@click.pass_context
-def ci_credentials(ctx, connector_name: str, gcp_gsm_credentials):
-    ctx.ensure_object(dict)
-    ctx.obj["connector_name"] = connector_name
-    # parse unique connector name, because it can have the common prefix "connectors/<unique connector name>"
-    connector_name = connector_name.split("/")[-1]
-    if connector_name == "all":
-        # if needed to load all secrets
-        connector_name = None
-
-    # parse GCP_GSM_CREDENTIALS
-    try:
-        gsm_credentials = json.loads(gcp_gsm_credentials) if gcp_gsm_credentials else {}
-    except JSONDecodeError as e:
-        return logger.error(f"incorrect GCP_GSM_CREDENTIALS value, error: {e}")
-
-    if not gsm_credentials:
-        return logger.error("GCP_GSM_CREDENTIALS shouldn't be empty!")
-
-    secret_manager = SecretsManager(
-        connector_name=connector_name,
-        gsm_credentials=gsm_credentials,
-    )
-    ctx.obj["secret_manager"] = secret_manager
-    ctx.obj["connector_secrets"] = secret_manager.read_from_gsm()
-
-
-@ci_credentials.command(help="Download GSM secrets locally to the connector's secrets directory.")
-@click.pass_context
-def write_to_storage(ctx):
-    written_files = ctx.obj["secret_manager"].write_to_storage(ctx.obj["connector_secrets"])
-    written_files_count = len(written_files)
-    click.echo(f"{written_files_count} secret files were written: {','.join([str(path) for path in written_files])}")
-
-
-@ci_credentials.command(help="Update GSM secrets according to the content of the secrets/updated_configurations directory.")
-@click.pass_context
-def update_secrets(ctx):
-    new_remote_secrets = ctx.obj["secret_manager"].update_secrets(ctx.obj["connector_secrets"])
-    updated_secret_names = [secret.name for secret in new_remote_secrets]
-    updated_secrets_count = len(new_remote_secrets)
-    click.echo(f"Updated {updated_secrets_count} secrets: {','.join(updated_secret_names)}")
-
-
-if __name__ == "__main__":
-    sys.exit(ci_credentials(obj={}))
diff --git a/airbyte-ci/connectors/ci_credentials/ci_credentials/models.py b/airbyte-ci/connectors/ci_credentials/ci_credentials/models.py
deleted file mode 100644
index 84295b70de45..000000000000
--- a/airbyte-ci/connectors/ci_credentials/ci_credentials/models.py
+++ /dev/null
@@ -1,57 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import (  # Used to evaluate type hints at runtime, a NameError: name 'RemoteSecret' is not defined is thrown otherwise
-    annotations,
-)
-
-from dataclasses import dataclass
-
-
-DEFAULT_SECRET_FILE = "config"
-
-
-@dataclass
-class Secret:
-    connector_name: str
-    configuration_file_name: str
-    value: str
-
-    @property
-    def name(self) -> str:
-        return self.generate_secret_name(self.connector_name, self.configuration_file_name)
-
-    @staticmethod
-    def generate_secret_name(connector_name: str, configuration_file_name: str) -> str:
-        """
-        Generates an unique GSM secret name.
-        Format of secret name: SECRET_<CAPITAL_CONNECTOR_NAME>_<OPTIONAL_UNIQUE_FILENAME_PART>__CREDS
-        Examples:
-            1. connector_name: source-linnworks, filename: dsdssds_a-b---_---_config.json
-                => SECRET_SOURCE-LINNWORKS_DSDSSDS_A-B__CREDS
-            2. connector_name: source-s3, filename: config.json
-                => SECRET_SOURCE-LINNWORKS__CREDS
-        """
-        name_parts = ["secret", connector_name]
-        filename_wo_ext = configuration_file_name.replace(".json", "")
-        if filename_wo_ext != DEFAULT_SECRET_FILE:
-            name_parts.append(filename_wo_ext.replace(DEFAULT_SECRET_FILE, "").strip("_-"))
-        name_parts.append("_creds")
-        return "_".join(name_parts).upper()
-
-    @property
-    def directory(self) -> str:
-        if self.connector_name == "base-normalization":
-            return f"airbyte-integrations/bases/{self.connector_name}/secrets"
-        else:
-            return f"airbyte-integrations/connectors/{self.connector_name}/secrets"
-
-
-@dataclass
-class RemoteSecret(Secret):
-    enabled_version: str
-
-    @classmethod
-    def from_secret(cls, secret: Secret, enabled_version: str) -> RemoteSecret:
-        return RemoteSecret(secret.connector_name, secret.configuration_file_name, secret.value, enabled_version)
diff --git a/airbyte-ci/connectors/ci_credentials/ci_credentials/secrets_manager.py b/airbyte-ci/connectors/ci_credentials/ci_credentials/secrets_manager.py
deleted file mode 100644
index d64cb201f621..000000000000
--- a/airbyte-ci/connectors/ci_credentials/ci_credentials/secrets_manager.py
+++ /dev/null
@@ -1,302 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import base64
-import json
-import os
-import re
-from glob import glob
-from json.decoder import JSONDecodeError
-from pathlib import Path
-from typing import Any, ClassVar, List, Mapping
-
-import requests
-import yaml
-
-from .google_api import GoogleApi
-from .logger import Logger
-from .models import DEFAULT_SECRET_FILE, RemoteSecret, Secret
-
-
-DEFAULT_SECRET_FILE_WITH_EXT = DEFAULT_SECRET_FILE + ".json"
-
-GSM_SCOPES = ("https://www.googleapis.com/auth/cloud-platform",)
-
-DEFAULT_MASK_KEY_PATTERNS = [
-    "password",
-    "host",
-    "user",
-    "_key",
-    "_id",
-    "token",
-    "secret",
-    "bucket",
-    "role_arn",
-    "service_account_info",
-    "account_id",
-    "api",
-    "domain_url",
-    "client_id",
-    "access",
-    "jwt",
-    "base_url",
-    "key",
-    "credentials",
-    "_sid",
-    "survey_",
-    "appid",
-    "apikey",
-    "api_key",
-]
-
-
-class SecretsManager:
-    """Loading, saving and updating all requested secrets into connector folders"""
-
-    SPEC_MASK_URL = "https://connectors.airbyte.com/files/registries/v0/specs_secrets_mask.yaml"
-
-    logger: ClassVar[Logger] = Logger()
-    if os.getenv("VERSION") in ["dev", "dagger_ci"]:
-        base_folder = Path(os.getcwd())
-    else:
-        base_folder = Path("/actions-runner/_work/airbyte/airbyte")
-
-    def __init__(self, connector_name: str, gsm_credentials: Mapping[str, Any]):
-        self.gsm_credentials = gsm_credentials
-        self.connector_name = connector_name
-        self._api = None
-
-    @property
-    def api(self) -> GoogleApi:
-        if self._api is None:
-            self._api = GoogleApi(self.gsm_credentials, GSM_SCOPES)
-        return self._api
-
-    @property
-    def mask_key_patterns(self) -> List[str]:
-        return self._get_spec_mask() + DEFAULT_MASK_KEY_PATTERNS
-
-    def __load_gsm_secrets(self) -> List[RemoteSecret]:
-        """Loads needed GSM secrets"""
-        secrets = []
-        # docs: https://cloud.google.com/secret-manager/docs/filtering#api
-        filter = "name:SECRET_"
-        if self.connector_name:
-            filter += f" AND labels.connector={self.connector_name}"
-        url = f"https://secretmanager.googleapis.com/v1/projects/{self.api.project_id}/secrets"
-        next_token = None
-        while True:
-            params = {
-                "filter": filter,
-            }
-            if next_token:
-                params["pageToken"] = next_token
-
-            all_secrets_data = self.api.get(url, params=params)
-            for secret_info in all_secrets_data.get("secrets") or []:
-                secret_name = secret_info["name"]
-                connector_name = secret_info.get("labels", {}).get("connector")
-                if not connector_name:
-                    self.logger.warning(f"secret {secret_name} doesn't have the label 'connector'")
-                    continue
-                elif self.connector_name and connector_name != self.connector_name:
-                    self.logger.warning(f"incorrect the label connector '{connector_name}' of secret {secret_name}")
-                    continue
-                filename = secret_info.get("labels", {}).get("filename")
-                if filename:
-                    # all secret file names should be finished with ".json"
-                    # but '.' cant be used in google, so we append it
-                    filename = f"{filename}.json"
-                else:
-                    # the "filename" label is optional.
-                    filename = DEFAULT_SECRET_FILE_WITH_EXT
-                log_name = f'{secret_name.split("/")[-1]}({connector_name})'
-                self.logger.info(f"found GSM secret: {log_name} = > {filename}")
-
-                versions_url = f"https://secretmanager.googleapis.com/v1/{secret_name}/versions"
-                versions_data = self.api.get(versions_url)
-                enabled_versions = [version["name"] for version in versions_data["versions"] if version["state"] == "ENABLED"]
-                if len(enabled_versions) > 1:
-                    self.logger.critical(f"{log_name} should have one enabled version at the same time!!!")
-                if not enabled_versions:
-                    self.logger.warning(f"{log_name} doesn't have enabled versions for {secret_name}")
-                    continue
-                enabled_version = enabled_versions[0]
-                secret_url = f"https://secretmanager.googleapis.com/v1/{enabled_version}:access"
-                secret_data = self.api.get(secret_url)
-                secret_value = secret_data.get("payload", {}).get("data")
-                if not secret_value:
-                    self.logger.warning(f"{log_name} has empty value")
-                    continue
-                secret_value = base64.b64decode(secret_value.encode()).decode("utf-8")
-                try:
-                    # minimize and validate its JSON value
-                    json_value = json.loads(secret_value)
-                    secret_value = json.dumps(json_value, separators=(",", ":"))
-                    self.mask_secrets_from_action_log(None, json_value)
-                except JSONDecodeError as err:
-                    self.logger.error(f"{log_name} has non-JSON value!!! Error: {err}")
-                    continue
-                remote_secret = RemoteSecret(connector_name, filename, secret_value, enabled_version)
-                secrets.append(remote_secret)
-
-            next_token = all_secrets_data.get("nextPageToken")
-            if not next_token:
-                break
-
-        return secrets
-
-    def mask_secrets_from_action_log(self, key, value):
-        # recursive masking of json based on leaf key
-        if not value:
-            return
-        elif isinstance(value, dict):
-            for child, item in value.items():
-                self.mask_secrets_from_action_log(child, item)
-        elif isinstance(value, list):
-            for item in value:
-                self.mask_secrets_from_action_log(key, item)
-        else:
-            if key:
-                # regular value, check for what to mask
-                for pattern in self.mask_key_patterns:
-                    if re.search(pattern, key):
-                        self.logger.info(f"Add mask for key: {key}")
-                        for line in str(value).splitlines():
-                            line = str(line).strip()
-                            # don't output } and such
-                            if len(line) > 1:
-                                if not os.getenv("VERSION") in ["dev", "dagger_ci"]:
-                                    # has to be at the beginning of line for Github to notice it
-                                    print(f"::add-mask::{line}")
-                                if os.getenv("VERSION") == "dagger_ci":
-                                    with open("/tmp/secrets_to_mask.txt", "a") as f:
-                                        f.write(f"{line}\n")
-                        break
-            # see if it's really embedded json and get those values too
-            try:
-                json_value = json.loads(value)
-                self.mask_secrets_from_action_log(None, json_value)
-            except Exception:
-                # carry on
-                pass
-
-    def read_from_gsm(self) -> List[RemoteSecret]:
-        """Reads all necessary secrets from different sources"""
-        secrets = self.__load_gsm_secrets()
-        if not len(secrets):
-            self.logger.warning(f"not found any secrets of the connector '{self.connector_name}'")
-            return []
-        return secrets
-
-    def write_to_storage(self, secrets: List[RemoteSecret]) -> List[Path]:
-        """Save target secrets to the airbyte-integrations/connectors|bases/{connector_name}/secrets folder
-
-        Args:
-            secrets (List[RemoteSecret]): List of remote secret to write locally
-
-        Returns:
-            List[Path]: List of paths were the secrets were written
-        """
-        written_files = []
-        for secret in secrets:
-            secrets_dir = self.base_folder / secret.directory
-            secrets_dir.mkdir(parents=True, exist_ok=True)
-            filepath = secrets_dir / secret.configuration_file_name
-            with open(filepath, "w") as file:
-                file.write(secret.value)
-            written_files.append(filepath)
-        return written_files
-
-    def _create_new_secret_version(self, new_secret: Secret, old_secret: RemoteSecret) -> RemoteSecret:
-        """Create a new secret version from a new secret instance. Disable the previous secret version.
-
-        Args:
-            new_secret (Secret): The new secret instance
-            old_secret (RemoteSecret): The old secret instance
-
-        Returns:
-            RemoteSecret: The newly created remote secret instance
-        """
-        secret_url = f"https://secretmanager.googleapis.com/v1/projects/{self.api.project_id}/secrets/{new_secret.name}:addVersion"
-        body = {"payload": {"data": base64.b64encode(new_secret.value.encode()).decode("utf-8")}}
-        new_version_response = self.api.post(secret_url, json=body)
-        self._disable_version(old_secret.enabled_version)
-        return RemoteSecret.from_secret(new_secret, enabled_version=new_version_response["name"])
-
-    def _disable_version(self, version_name: str) -> dict:
-        """Disable a GSM secret version
-
-        Args:
-            version_name (str): Full name of the version (containing project id and secret name)
-
-        Returns:
-            dict: API response
-        """
-        disable_version_url = f"https://secretmanager.googleapis.com/v1/{version_name}:disable"
-        return self.api.post(disable_version_url)
-
-    def _get_updated_secrets(self) -> List[Secret]:
-        """Find locally updated configurations files and return the most recent instance for each configuration file name.
-
-        Returns:
-            List[Secret]: List of Secret instances parsed from local updated configuration files
-        """
-        updated_configurations_glob = (
-            f"{str(self.base_folder)}/airbyte-integrations/connectors/{self.connector_name}/secrets/updated_configurations/*.json"
-        )
-        updated_configuration_files_versions = {}
-        for updated_configuration_path in glob(updated_configurations_glob):
-            updated_configuration_path = Path(updated_configuration_path)
-            with open(updated_configuration_path, "r") as updated_configuration:
-                updated_configuration_value = json.load(updated_configuration)
-            configuration_original_file_name = f"{updated_configuration_path.stem.split('|')[0]}{updated_configuration_path.suffix}"
-            updated_configuration_files_versions.setdefault(configuration_original_file_name, [])
-            updated_configuration_files_versions[configuration_original_file_name].append(
-                (updated_configuration_value, os.path.getctime(str(updated_configuration_path)))
-            )
-
-        for updated_configurations in updated_configuration_files_versions.values():
-            updated_configurations.sort(key=lambda x: x[1])
-        return [
-            Secret(
-                connector_name=self.connector_name,
-                configuration_file_name=configuration_file_name,
-                value=json.dumps(versions_by_creation_time[-1][0]),
-            )
-            for configuration_file_name, versions_by_creation_time in updated_configuration_files_versions.items()
-        ]
-
-    def update_secrets(self, existing_secrets: List[RemoteSecret]) -> List[RemoteSecret]:
-        """Update existing secrets if an updated version was found locally.
-
-        Args:
-            existing_secrets (List[RemoteSecret]): List of existing secrets for the current connector on GSM.
-
-        Returns:
-            List[RemoteSecret]: List of updated secrets as RemoteSecret instances
-        """
-        existing_secrets = {secret.name: secret for secret in existing_secrets}
-        updated_secrets = {secret.name: secret for secret in self._get_updated_secrets()}
-        new_remote_secrets = []
-        for existing_secret_name in existing_secrets:
-            if existing_secret_name in updated_secrets and json.loads(updated_secrets[existing_secret_name].value) != json.loads(
-                existing_secrets[existing_secret_name].value
-            ):
-                new_secret = updated_secrets[existing_secret_name]
-                old_secret = existing_secrets[existing_secret_name]
-                new_remote_secret = self._create_new_secret_version(new_secret, old_secret)
-                new_remote_secrets.append(new_remote_secret)
-                self.logger.info(f"Updated {new_remote_secret.name} with new value")
-        return new_remote_secrets
-
-    def _get_spec_mask(self) -> List[str]:
-        response = requests.get(self.SPEC_MASK_URL, allow_redirects=True)
-        if not response.ok:
-            self.logger.error(f"Failed to fetch spec mask: {response.content}")
-        try:
-            return yaml.safe_load(response.content)["properties"]
-        except Exception as e:
-            self.logger.error(f"Failed to parse spec mask: {e}")
-            return []
diff --git a/airbyte-ci/connectors/ci_credentials/poetry.lock b/airbyte-ci/connectors/ci_credentials/poetry.lock
deleted file mode 100644
index 06f2fac41604..000000000000
--- a/airbyte-ci/connectors/ci_credentials/poetry.lock
+++ /dev/null
@@ -1,507 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "certifi"
-version = "2025.1.31"
-description = "Python package for providing Mozilla's CA Bundle."
-optional = false
-python-versions = ">=3.6"
-groups = ["main", "dev"]
-files = [
-    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
-    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
-]
-
-[[package]]
-name = "cffi"
-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
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-idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<3"
-
-[package.extras]
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-use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
-
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-[package.extras]
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-h2 = ["h2 (>=4,<5)"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.11"
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diff --git a/airbyte-ci/connectors/ci_credentials/pyproject.toml b/airbyte-ci/connectors/ci_credentials/pyproject.toml
deleted file mode 100644
index d7d85b6974cf..000000000000
--- a/airbyte-ci/connectors/ci_credentials/pyproject.toml
+++ /dev/null
@@ -1,38 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-[tool.poetry]
-name = "ci_credentials"
-version = "1.2.1"
-description = "CLI tooling to read and manage GSM secrets"
-authors = ["Airbyte <contact@airbyte.io>"]
-readme = "README.md"
-packages = [{ include = "ci_credentials" }]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-requests = "^2.31"
-cryptography = ">=42.0"
-click = "^8.1.3"
-pyyaml = "^6.0"
-pyjwt = "2.8.0"
-
-[tool.poetry.group.dev.dependencies]
-requests-mock = "^1.10.0"
-pytest = "^8"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry.scripts]
-ci_credentials = "ci_credentials.main:ci_credentials"
-
-[tool.poe.tasks]
-test = "pytest tests --config-file=./pyproject.toml"
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = ["test"]
diff --git a/airbyte-ci/connectors/ci_credentials/tests/__init__.py b/airbyte-ci/connectors/ci_credentials/tests/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/ci_credentials/tests/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/ci_credentials/tests/test_models.py b/airbyte-ci/connectors/ci_credentials/tests/test_models.py
deleted file mode 100644
index dd3b749b53d2..000000000000
--- a/airbyte-ci/connectors/ci_credentials/tests/test_models.py
+++ /dev/null
@@ -1,48 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-from ci_credentials.models import Secret
-
-
-@pytest.mark.parametrize(
-    "connector_name,filename,expected_name, expected_directory",
-    (
-        ("source-default", "config.json", "SECRET_SOURCE-DEFAULT__CREDS", "airbyte-integrations/connectors/source-default/secrets"),
-        (
-            "source-custom-filename-1",
-            "config_custom.json",
-            "SECRET_SOURCE-CUSTOM-FILENAME-1_CUSTOM__CREDS",
-            "airbyte-integrations/connectors/source-custom-filename-1/secrets",
-        ),
-        (
-            "source-custom-filename-2",
-            "auth.json",
-            "SECRET_SOURCE-CUSTOM-FILENAME-2_AUTH__CREDS",
-            "airbyte-integrations/connectors/source-custom-filename-2/secrets",
-        ),
-        (
-            "source-custom-filename-3",
-            "config_auth-test---___---config.json",
-            "SECRET_SOURCE-CUSTOM-FILENAME-3_AUTH-TEST__CREDS",
-            "airbyte-integrations/connectors/source-custom-filename-3/secrets",
-        ),
-        (
-            "source-custom-filename-4",
-            "_____config_test---config.json",
-            "SECRET_SOURCE-CUSTOM-FILENAME-4_TEST__CREDS",
-            "airbyte-integrations/connectors/source-custom-filename-4/secrets",
-        ),
-        (
-            "base-normalization",
-            "_____config_test---config.json",
-            "SECRET_BASE-NORMALIZATION_TEST__CREDS",
-            "airbyte-integrations/bases/base-normalization/secrets",
-        ),
-    ),
-)
-def test_secret_instantiation(connector_name, filename, expected_name, expected_directory):
-    secret = Secret(connector_name, filename, "secret_value")
-    assert secret.name == expected_name
-    assert secret.directory == expected_directory
diff --git a/airbyte-ci/connectors/ci_credentials/tests/test_secrets_manager.py b/airbyte-ci/connectors/ci_credentials/tests/test_secrets_manager.py
deleted file mode 100644
index 87c698e5ee6b..000000000000
--- a/airbyte-ci/connectors/ci_credentials/tests/test_secrets_manager.py
+++ /dev/null
@@ -1,209 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import base64
-import json
-import re
-from unittest.mock import patch
-
-import pytest
-import requests_mock
-from ci_credentials import SecretsManager
-from ci_credentials.models import RemoteSecret, Secret
-
-
-@pytest.fixture
-def matchers():
-    return {
-        "secrets": re.compile("https://secretmanager.googleapis.com/v1/projects/.+/secrets"),
-        "versions": re.compile("https://secretmanager.googleapis.com/v1/.+/versions"),
-        "addVersion": re.compile("https://secretmanager.googleapis.com/v1/.+:addVersion"),
-        "access": re.compile("https://secretmanager.googleapis.com/v1/.+/1:access"),
-        "disable": re.compile("https://secretmanager.googleapis.com/v1/.+:disable"),
-        "spec_secret_mask": re.compile("https://connectors.airbyte.com/files/registries/v0/specs_secrets_mask.yaml"),
-    }
-
-
-@pytest.mark.parametrize(
-    "connector_name,gsm_secrets,expected_secrets",
-    (
-        (
-            "source-gsm-only",
-            {
-                "config": {"test_key": "test_value"},
-                "config_oauth": {"test_key_1": "test_key_2"},
-            },
-            [
-                RemoteSecret(
-                    "source-gsm-only",
-                    "config.json",
-                    '{"test_key":"test_value"}',
-                    "projects/<fake_id>/secrets/SECRET_SOURCE-GSM-ONLY_0_CREDS/versions/1",
-                ),
-                RemoteSecret(
-                    "source-gsm-only",
-                    "config_oauth.json",
-                    '{"test_key_1":"test_key_2"}',
-                    "projects/<fake_id>/secrets/SECRET_SOURCE-GSM-ONLY_1_CREDS/versions/1",
-                ),
-            ],
-        ),
-    ),
-    ids=[
-        "gsm_only",
-    ],
-)
-@patch("ci_credentials.google_api.GoogleApi.get_access_token", lambda *args: ("fake_token", None))
-@patch("ci_credentials.google_api.GoogleApi.project_id", "fake_id")
-def test_read(matchers, connector_name, gsm_secrets, expected_secrets):
-    secrets_list = {
-        "secrets": [
-            {
-                "name": f"projects/<fake_id>/secrets/SECRET_{connector_name.upper()}_{i}_CREDS",
-                "labels": {
-                    "filename": k,
-                    "connector": connector_name,
-                },
-            }
-            for i, k in enumerate(gsm_secrets)
-        ]
-    }
-
-    versions_response_list = [
-        {
-            "json": {
-                "versions": [
-                    {
-                        "name": f"projects/<fake_id>/secrets/SECRET_{connector_name.upper()}_{i}_CREDS/versions/1",
-                        "state": "ENABLED",
-                    }
-                ]
-            }
-        }
-        for i in range(len(gsm_secrets))
-    ]
-
-    secrets_response_list = [
-        {"json": {"payload": {"data": base64.b64encode(json.dumps(v).encode()).decode("utf-8")}}} for v in gsm_secrets.values()
-    ]
-
-    manager = SecretsManager(connector_name=connector_name, gsm_credentials={})
-    with requests_mock.Mocker() as m:
-        m.get(matchers["secrets"], json=secrets_list)
-        m.post(matchers["secrets"], json={"name": "<fake_name>"})
-        m.get(matchers["versions"], versions_response_list)
-        m.get(matchers["access"], secrets_response_list)
-        m.get(matchers["spec_secret_mask"], json={"spec_secret_mask": "test"})
-
-        secrets = manager.read_from_gsm()
-        assert secrets == expected_secrets
-
-
-@pytest.mark.parametrize(
-    "connector_name,secrets,expected_files",
-    (
-        (
-            "source-test",
-            [Secret("source-test", "test_config.json", "test_value")],
-            ["airbyte-integrations/connectors/source-test/secrets/test_config.json"],
-        ),
-        (
-            "source-test2",
-            [Secret("source-test2", "test.json", "test_value"), Secret("source-test2", "auth.json", "test_auth")],
-            [
-                "airbyte-integrations/connectors/source-test2/secrets/test.json",
-                "airbyte-integrations/connectors/source-test2/secrets/auth.json",
-            ],
-        ),
-        (
-            "base-normalization",
-            [Secret("base-normalization", "test.json", "test_value"), Secret("base-normalization", "auth.json", "test_auth")],
-            [
-                "airbyte-integrations/bases/base-normalization/secrets/test.json",
-                "airbyte-integrations/bases/base-normalization/secrets/auth.json",
-            ],
-        ),
-        (
-            "source-no-secret",
-            [],
-            [],
-        ),
-    ),
-)
-def test_write(tmp_path, connector_name, secrets, expected_files):
-    manager = SecretsManager(connector_name=connector_name, gsm_credentials={})
-    manager.base_folder = tmp_path
-    written_files = manager.write_to_storage(secrets)
-    for expected_file in expected_files:
-        target_file = tmp_path / expected_file
-        assert target_file.exists()
-        assert target_file in written_files
-        has = False
-        for secret in secrets:
-            if target_file.name == secret.configuration_file_name:
-                with open(target_file, "r") as f:
-                    assert f.read() == secret.value
-                has = True
-                break
-        assert has, f"incorrect file data: {target_file}"
-
-
-@pytest.mark.parametrize(
-    "connector_name,dict_json_value,expected_secret",
-    (
-        ("source-default", '{"org_id": 111}', "::add-mask::111"),
-        ("source-default", '{"org": 111}', ""),
-    ),
-)
-def test_validate_mask_values(connector_name, dict_json_value, expected_secret, capsys):
-    manager = SecretsManager(connector_name=connector_name, gsm_credentials={})
-    json_value = json.loads(dict_json_value)
-    manager.mask_secrets_from_action_log(None, json_value)
-    assert expected_secret in capsys.readouterr().out
-
-
-@patch("ci_credentials.google_api.GoogleApi.get_access_token", lambda *args: ("fake_token", None))
-@patch("ci_credentials.google_api.GoogleApi.project_id", "fake_id")
-@pytest.mark.parametrize(
-    "old_secret_value, updated_configurations",
-    [
-        (json.dumps({"key": "value"}), [json.dumps({"key": "new_value_1"}), json.dumps({"key": "new_value_2"})]),
-        (json.dumps({"key": "value"}), [json.dumps({"key": "value"})]),
-    ],
-)
-def test_update_secrets(tmp_path, matchers, old_secret_value, updated_configurations):
-    existing_secret = RemoteSecret("source-test", "config.json", old_secret_value, "previous_version")
-    existing_secrets = [existing_secret]
-
-    manager = SecretsManager(connector_name="source-test", gsm_credentials={})
-    manager.base_folder = tmp_path
-    updated_configuration_directory = tmp_path / "airbyte-integrations/connectors/source-test/secrets/updated_configurations"
-    updated_configuration_directory.mkdir(parents=True)
-
-    for i, updated_configuration in enumerate(updated_configurations):
-        stem, ext = existing_secret.configuration_file_name.split(".")
-        updated_configuration_file_name = f"{stem}|{i}.{ext}"
-        updated_configuration_path = updated_configuration_directory / updated_configuration_file_name
-        with open(updated_configuration_path, "w") as f:
-            f.write(updated_configuration)
-
-    with requests_mock.Mocker() as m:
-        add_version_adapter = m.post(matchers["addVersion"], json={"name": "new_version"})
-        disable_version_adapter = m.post(matchers["disable"], json={})
-        updated_secrets = manager.update_secrets(existing_secrets)
-
-    if old_secret_value != updated_configurations[-1]:
-        # We confirm the new version was created from the latest updated_configuration value
-        for secret in updated_secrets:
-            assert secret.connector_name == "source-test"
-            assert secret.configuration_file_name == "config.json"
-            assert secret.value == updated_configurations[-1]
-            assert secret.enabled_version == "new_version"
-        expected_add_version_payload = {"payload": {"data": base64.b64encode(updated_configurations[-1].encode()).decode("utf-8")}}
-        assert add_version_adapter.last_request.json() == expected_add_version_payload
-        assert disable_version_adapter.called_once
-    else:
-        assert not updated_secrets
-        assert not add_version_adapter.called
-        assert not disable_version_adapter.called
diff --git a/airbyte-ci/connectors/connector_ops/README.md b/airbyte-ci/connectors/connector_ops/README.md
deleted file mode 100644
index b8d2e0fd20de..000000000000
--- a/airbyte-ci/connectors/connector_ops/README.md
+++ /dev/null
@@ -1,44 +0,0 @@
-# connector_ops
-
-A collection of utilities for working with Airbyte connectors.
-
-# Setup
-
-## Installation
-
-`connector_ops` tools use [Poetry](https://github.com/python-poetry/poetry) to manage dependencies,
-and targets Python 3.11 and higher.
-
-Assuming you're in Airbyte repo root:
-
-```bash
-cd airbyte-ci/connectors/connector_ops
-poetry install
-```
-
-## Usage
-
-Connector OPS package provides useful `Connector` class and helper methods. It's used in several Airbyte CI packages.
-
-## Contributing to `connector_ops`
-
-### Running tests
-
-To run tests locally:
-
-```bash
-poetry run pytest
-```
-
-## Changelog
-- 0.10.2: Update Python version requirement from 3.10 to 3.11.
-- 0.10.1: Update to `ci_credentials` 1.2.0, which drops `common_utils`.
-- 0.10.0: Add `documentation_file_name` property to `Connector` class.
-- 0.9.0: Add components path attribute for manifest-only connectors.
-- 0.8.1: Gradle dependency discovery logic supports the Bulk CDK.
-- 0.8.0: Add a `sbom_url` property to `Connector`
-- 0.7.0: Added required reviewers for manifest-only connector changes/additions.
-- 0.6.1: Simplified gradle dependency discovery logic.
-- 0.6.0: Added manifest-only build.
-- 0.5.0: Added `cloud_usage` property to `Connector` class.
-- 0.4.0: Removed acceptance test configuration and allowed hosts checks as they're not used.
diff --git a/airbyte-ci/connectors/connector_ops/connector_ops/__init__.py b/airbyte-ci/connectors/connector_ops/connector_ops/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/connector_ops/connector_ops/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/connector_ops/connector_ops/utils.py b/airbyte-ci/connectors/connector_ops/connector_ops/utils.py
deleted file mode 100644
index 32e03ebdbcf0..000000000000
--- a/airbyte-ci/connectors/connector_ops/connector_ops/utils.py
+++ /dev/null
@@ -1,793 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import functools
-import json
-import logging
-import os
-import re
-from dataclasses import dataclass
-from enum import Enum
-from glob import glob
-from pathlib import Path
-from typing import List, Optional, Set, Tuple, Union
-
-import git
-import requests
-import yaml
-from ci_credentials import SecretsManager
-from pydash.collections import find
-from pydash.objects import get
-from rich.console import Console
-from simpleeval import simple_eval
-
-
-console = Console()
-
-DIFFED_BRANCH = os.environ.get("DIFFED_BRANCH", "origin/master")
-OSS_CATALOG_URL = "https://connectors.airbyte.com/files/registries/v0/oss_registry.json"
-CLOUD_CATALOG_URL = "https://connectors.airbyte.com/files/registries/v0/cloud_registry.json"
-BASE_AIRBYTE_DOCS_URL = "https://docs.airbyte.com"
-CONNECTOR_PATH_PREFIX = "airbyte-integrations/connectors"
-SOURCE_CONNECTOR_PATH_PREFIX = CONNECTOR_PATH_PREFIX + "/source-"
-DESTINATION_CONNECTOR_PATH_PREFIX = CONNECTOR_PATH_PREFIX + "/destination-"
-
-THIRD_PARTY_GLOB = "third-party"
-THIRD_PARTY_CONNECTOR_PATH_PREFIX = CONNECTOR_PATH_PREFIX + f"/{THIRD_PARTY_GLOB}/"
-SCAFFOLD_CONNECTOR_GLOB = "-scaffold-"
-
-
-ACCEPTANCE_TEST_CONFIG_FILE_NAME = "acceptance-test-config.yml"
-METADATA_FILE_NAME = "metadata.yaml"
-AIRBYTE_DOCKER_REPO = "airbyte"
-AIRBYTE_REPO_DIRECTORY_NAME = "airbyte"
-GRADLE_PROJECT_RE_PATTERN = r"project\((['\"])(.+?)\1\)"
-TEST_GRADLE_DEPENDENCIES = [
-    "testImplementation",
-    "testCompileOnly",
-    "integrationTestJavaImplementation",
-    "performanceTestJavaImplementation",
-    "testFixturesCompileOnly",
-    "testFixturesImplementation",
-]
-
-
-def download_catalog(catalog_url):
-    response = requests.get(catalog_url)
-    response.raise_for_status()
-    return response.json()
-
-
-OSS_CATALOG = download_catalog(OSS_CATALOG_URL)
-MANIFEST_FILE_NAME = "manifest.yaml"
-COMPONENTS_FILE_NAME = "components.py"
-DOCKERFILE_FILE_NAME = "Dockerfile"
-PYPROJECT_FILE_NAME = "pyproject.toml"
-ICON_FILE_NAME = "icon.svg"
-POETRY_LOCK_FILE_NAME = "poetry.lock"
-
-STRATEGIC_CONNECTOR_THRESHOLDS = {
-    "sl": 200,
-    "ql": 400,
-}
-
-ALLOWED_HOST_THRESHOLD = {
-    "ql": 300,
-}
-
-
-class ConnectorInvalidNameError(Exception):
-    pass
-
-
-class ConnectorVersionNotFound(Exception):
-    pass
-
-
-def get_connector_name_from_path(path):
-    return path.split("/")[2]
-
-
-def get_changed_metadata(diff_regex: Optional[str] = None) -> Set[str]:
-    """Retrieve the set of connectors for which the metadata file was changed in the current branch (compared to master).
-
-    Args:
-        diff_regex (str): Find the edited files that contain the following regex in their change.
-
-    Returns:
-        Set[Connector]: Set of connectors that were changed
-    """
-    return get_changed_file(METADATA_FILE_NAME, diff_regex)
-
-
-def get_changed_file(file_name: str, diff_regex: Optional[str] = None) -> Set[str]:
-    """Retrieve the set of connectors for which the given file was changed in the current branch (compared to master).
-
-    Args:
-        diff_regex (str): Find the edited files that contain the following regex in their change.
-
-    Returns:
-        Set[Connector]: Set of connectors that were changed
-    """
-    airbyte_repo = git.Repo(search_parent_directories=True)
-
-    if diff_regex is None:
-        diff_command_args = ("--name-only", DIFFED_BRANCH)
-    else:
-        diff_command_args = ("--name-only", f"-G{diff_regex}", DIFFED_BRANCH)
-
-    changed_acceptance_test_config_paths = {
-        file_path
-        for file_path in airbyte_repo.git.diff(*diff_command_args).split("\n")
-        if file_path.startswith(SOURCE_CONNECTOR_PATH_PREFIX) and file_path.endswith(file_name)
-    }
-    return {Connector(get_connector_name_from_path(changed_file)) for changed_file in changed_acceptance_test_config_paths}
-
-
-def has_local_cdk_ref(build_file: Path) -> bool:
-    """Return true if the build file uses the local CDK.
-
-    Args:
-        build_file (Path): Path to the build.gradle/build.gradle.kts file of the project.
-
-    Returns:
-        bool: True if using local CDK.
-    """
-    contents = "\n".join(
-        [
-            # Return contents without inline code comments
-            line.split("//")[0]
-            for line in build_file.read_text().split("\n")
-        ]
-    )
-    contents = contents.replace(" ", "")
-    return "useLocalCdk=true" in contents
-
-
-def get_gradle_dependencies_block(build_file: Path) -> str:
-    """Get the dependencies block of a Gradle file.
-
-    Args:
-        build_file (Path): Path to the build.gradle/build.gradle.kts file of the project.
-
-    Returns:
-        str: The dependencies block of the Gradle file.
-    """
-    contents = build_file.read_text().split("\n")
-    dependency_block = []
-    in_dependencies_block = False
-    for line in contents:
-        if line.strip().startswith("dependencies"):
-            in_dependencies_block = True
-            continue
-        if in_dependencies_block:
-            if line.startswith("}"):
-                in_dependencies_block = False
-                break
-            else:
-                dependency_block.append(line)
-    dependencies_block = "\n".join(dependency_block)
-    return dependencies_block
-
-
-def parse_gradle_dependencies(build_file: Path) -> Tuple[List[Path], List[Path]]:
-    """Parse the dependencies block of a Gradle file and return the list of project dependencies and test dependencies.
-
-    Args:
-        build_file (Path): _description_
-
-    Returns:
-        Tuple[List[Tuple[str, Path]], List[Tuple[str, Path]]]: _description_
-    """
-
-    dependencies_block = get_gradle_dependencies_block(build_file)
-
-    project_dependencies: List[Path] = []
-    test_dependencies: List[Path] = []
-
-    # Find all matches for test dependencies and regular dependencies
-    matches = re.findall(
-        r"(compileOnly|testCompileOnly|testFixturesCompileOnly|testFixturesImplementation|testImplementation|integrationTestJavaImplementation|performanceTestJavaImplementation|implementation|api).*?project\(['\"](.*?)['\"]\)",
-        dependencies_block,
-    )
-    if matches:
-        # Iterate through each match
-        for match in matches:
-            dependency_type, project_path = match
-            path_parts = project_path.split(":")
-            path = Path(*path_parts)
-
-            if dependency_type in TEST_GRADLE_DEPENDENCIES:
-                test_dependencies.append(path)
-            else:
-                project_dependencies.append(path)
-
-    # Dedupe dependencies:
-    project_dependencies = list(set(project_dependencies))
-    test_dependencies = list(set(test_dependencies))
-
-    return project_dependencies, test_dependencies
-
-
-def get_all_gradle_dependencies(
-    build_file: Path, with_test_dependencies: bool = True, found_dependencies: Optional[List[Path]] = None
-) -> List[Path]:
-    """Recursively retrieve all transitive dependencies of a Gradle project.
-
-    Args:
-        build_file (Path): Path to the build.gradle/build.gradle.kts file of the project.
-        found_dependencies (List[Path]): List of dependencies that have already been found. Defaults to None.
-
-    Returns:
-        List[Path]: All dependencies of the project.
-    """
-    if found_dependencies is None:
-        found_dependencies = []
-    project_dependencies, test_dependencies = parse_gradle_dependencies(build_file)
-    all_dependencies = project_dependencies + test_dependencies if with_test_dependencies else project_dependencies
-    valid_build_files = ["build.gradle", "build.gradle.kts"]
-    for dependency_path in all_dependencies:
-        for build_file in valid_build_files:
-            if dependency_path not in found_dependencies and Path(dependency_path / build_file).exists():
-                found_dependencies.append(dependency_path)
-                get_all_gradle_dependencies(dependency_path / build_file, with_test_dependencies, found_dependencies)
-
-    return found_dependencies
-
-
-class ConnectorLanguage(str, Enum):
-    PYTHON = "python"
-    JAVA = "java"
-    LOW_CODE = "low-code"
-    MANIFEST_ONLY = "manifest-only"
-
-
-class ConnectorLanguageError(Exception):
-    pass
-
-
-@dataclass(frozen=True)
-class Connector:
-    """Utility class to gather metadata about a connector."""
-
-    # Path to the connector directory relative to the CONNECTOR_PATH_PREFIX
-    # e.g source-google-sheets or third-party/farosai/airbyte-pagerduty-source
-    relative_connector_path: str
-
-    def _get_type_and_name_from_technical_name(self) -> Tuple[str, str]:
-        if "-" not in self.technical_name:
-            raise ConnectorInvalidNameError(f"Connector type and name could not be inferred from {self.technical_name}")
-        _type = self.technical_name.split("-")[0]
-        name = self.technical_name[len(_type) + 1 :]
-        return _type, name
-
-    @property
-    def technical_name(self) -> str:
-        """
-        Return the technical name of the connector from the given relative_connector_path
-        e.g. source-google-sheets -> source-google-sheets or third-party/farosai/airbyte-pagerduty-source -> airbyte-pagerduty-source
-        """
-        return self.relative_connector_path.split("/")[-1]
-
-    @property
-    def name(self):
-        return self._get_type_and_name_from_technical_name()[1]
-
-    @property
-    def connector_type(self) -> str:
-        return self.metadata["connectorType"] if self.metadata else None
-
-    @property
-    def is_third_party(self) -> bool:
-        return THIRD_PARTY_GLOB in self.relative_connector_path
-
-    @property
-    def has_airbyte_docs(self) -> bool:
-        return (
-            self.metadata
-            and self.metadata.get("documentationUrl") is not None
-            and BASE_AIRBYTE_DOCS_URL in str(self.metadata.get("documentationUrl"))
-        )
-
-    @property
-    def local_connector_documentation_directory(self) -> Path:
-        return Path(f"./docs/integrations/{self.connector_type}s")
-
-    @property
-    def relative_documentation_path_str(self) -> str:
-        documentation_url = self.metadata["documentationUrl"]
-        relative_documentation_path = documentation_url.replace(BASE_AIRBYTE_DOCS_URL, "")
-
-        # strip leading and trailing slashes
-        relative_documentation_path = relative_documentation_path.strip("/")
-
-        return f"./docs/{relative_documentation_path}"
-
-    @property
-    def documentation_file_name(self) -> str:
-        return self.metadata.get("documentationUrl").split("/")[-1] + ".md"
-
-    @property
-    def documentation_file_path(self) -> Optional[Path]:
-        return Path(f"{self.relative_documentation_path_str}.md") if self.has_airbyte_docs else None
-
-    @property
-    def inapp_documentation_file_path(self) -> Path:
-        if not self.has_airbyte_docs:
-            return None
-
-        return Path(f"{self.relative_documentation_path_str}.inapp.md")
-
-    @property
-    def migration_guide_file_name(self) -> str:
-        return f"{self.name}-migrations.md"
-
-    @property
-    def migration_guide_file_path(self) -> Path:
-        return self.local_connector_documentation_directory / self.migration_guide_file_name
-
-    @property
-    def icon_path(self) -> Path:
-        file_path = self.code_directory / ICON_FILE_NAME
-        return file_path
-
-    @property
-    def code_directory(self) -> Path:
-        return Path(f"./{CONNECTOR_PATH_PREFIX}/{self.relative_connector_path}")
-
-    @property
-    def python_source_dir_path(self) -> Path:
-        return self.code_directory / self.technical_name.replace("-", "_")
-
-    @property
-    def _manifest_only_path(self) -> Path:
-        return self.code_directory / MANIFEST_FILE_NAME
-
-    @property
-    def _manifest_low_code_path(self) -> Path:
-        return self.python_source_dir_path / MANIFEST_FILE_NAME
-
-    @property
-    def manifest_path(self) -> Path:
-        if self._manifest_only_path.is_file():
-            return self._manifest_only_path
-
-        return self._manifest_low_code_path
-
-    @property
-    def manifest_only_components_path(self) -> Path:
-        """Return the path to the components.py file of a manifest-only connector."""
-        return self.code_directory / COMPONENTS_FILE_NAME
-
-    @property
-    def has_dockerfile(self) -> bool:
-        return self.dockerfile_file_path.is_file()
-
-    @property
-    def dockerfile_file_path(self) -> Path:
-        return self.code_directory / DOCKERFILE_FILE_NAME
-
-    @property
-    def pyproject_file_path(self) -> Path:
-        return self.code_directory / PYPROJECT_FILE_NAME
-
-    @property
-    def metadata_file_path(self) -> Path:
-        return self.code_directory / METADATA_FILE_NAME
-
-    @property
-    def metadata(self) -> Optional[dict]:
-        file_path = self.metadata_file_path
-        if not file_path.is_file():
-            return None
-        return yaml.safe_load((self.code_directory / METADATA_FILE_NAME).read_text())["data"]
-
-    @property
-    def connector_spec_file_content(self) -> Optional[dict]:
-        """
-        The spec source of truth is the actual output of the spec command, as connector can mutate their spec.
-        But this is the best effort approach at statically fetching a spec without running the command on the connector.
-        Which is "good enough" in some cases.
-        """
-        yaml_spec = Path(self.python_source_dir_path / "spec.yaml")
-        json_spec = Path(self.python_source_dir_path / "spec.json")
-
-        if yaml_spec.exists():
-            return yaml.safe_load(yaml_spec.read_text())
-        elif json_spec.exists():
-            with open(json_spec) as f:
-                return json.load(f)
-        elif self.manifest_path.exists():
-            return yaml.safe_load(self.manifest_path.read_text())["spec"]
-
-        return None
-
-    @property
-    def language(self) -> ConnectorLanguage:
-        if Path(self.code_directory / "manifest.yaml").is_file():
-            return ConnectorLanguage.MANIFEST_ONLY
-        if Path(self.code_directory / self.technical_name.replace("-", "_") / "manifest.yaml").is_file():
-            return ConnectorLanguage.LOW_CODE
-        if Path(self.code_directory / "setup.py").is_file() or Path(self.code_directory / "pyproject.toml").is_file():
-            return ConnectorLanguage.PYTHON
-        if Path(self.code_directory / "src" / "main" / "java").exists() or Path(self.code_directory / "src" / "main" / "kotlin").exists():
-            return ConnectorLanguage.JAVA
-        return None
-
-    @property
-    def version(self) -> Optional[str]:
-        if self.metadata is None:
-            return self.version_in_dockerfile_label
-        return self.metadata["dockerImageTag"]
-
-    @property
-    def version_in_dockerfile_label(self) -> Optional[str]:
-        if not self.has_dockerfile:
-            return None
-        with open(self.code_directory / "Dockerfile") as f:
-            for line in f:
-                if "io.airbyte.version" in line:
-                    return line.split("=")[1].strip()
-        raise ConnectorVersionNotFound(
-            """
-            Could not find the connector version from its Dockerfile.
-            The io.airbyte.version tag is missing.
-            """
-        )
-
-    @property
-    def name_from_metadata(self) -> Optional[str]:
-        return self.metadata.get("name") if self.metadata else None
-
-    @property
-    def support_level(self) -> Optional[str]:
-        return self.metadata.get("supportLevel") if self.metadata else None
-
-    def metadata_query_match(self, query_string: str) -> bool:
-        """Evaluate a query string against the connector metadata.
-
-        Based on the simpleeval library:
-        https://github.com/danthedeckie/simpleeval
-
-        Examples
-        --------
-        >>> connector.metadata_query_match("'s3' in data.name")
-        True
-
-        >>> connector.metadata_query_match("data.supportLevel == 'certified'")
-        False
-
-        >>> connector.metadata_query_match("data.ab_internal.ql >= 100")
-        True
-
-        Args:
-            query_string (str): The query string to evaluate.
-
-        Returns:
-            bool: True if the query string matches the connector metadata, False otherwise.
-        """
-        try:
-            matches = simple_eval(query_string, names={"data": self.metadata})
-            return bool(matches)
-        except Exception as e:
-            # Skip on error as we not all fields are present in all connectors.
-            logging.debug(f"Failed to evaluate query string {query_string} for connector {self.technical_name}, error: {e}")
-            return False
-
-    @property
-    def ab_internal_sl(self) -> int:
-        """Airbyte Internal Field.
-
-        More info can be found here: https://www.notion.so/Internal-Metadata-Fields-32b02037e7b244b7934214019d0b7cc9
-
-        Returns:
-            int: The value
-        """
-        default_value = 100
-        sl_value = get(self.metadata, "ab_internal.sl")
-
-        if sl_value is None:
-            logging.warning(
-                f"Connector {self.technical_name} does not have a `ab_internal.sl` defined in metadata.yaml. Defaulting to {default_value}"
-            )
-            return default_value
-
-        return sl_value
-
-    @property
-    def ab_internal_ql(self) -> int:
-        """Airbyte Internal Field.
-
-        More info can be found here: https://www.notion.so/Internal-Metadata-Fields-32b02037e7b244b7934214019d0b7cc9
-
-        Returns:
-            int: The value
-        """
-        default_value = 100
-        ql_value = get(self.metadata, "ab_internal.ql")
-
-        if ql_value is None:
-            logging.warning(
-                f"Connector {self.technical_name} does not have a `ab_internal.ql` defined in metadata.yaml. Defaulting to {default_value}"
-            )
-            return default_value
-
-        return ql_value
-
-    @property
-    def is_strategic_connector(self) -> bool:
-        """Check if a connector qualifies as a strategic connector.
-
-        Returns:
-            bool: True if the connector is a high value connector, False otherwise.
-        """
-        if self.ab_internal_sl >= STRATEGIC_CONNECTOR_THRESHOLDS["sl"]:
-            return True
-
-        if self.ab_internal_ql >= STRATEGIC_CONNECTOR_THRESHOLDS["ql"]:
-            return True
-
-        return False
-
-    @property
-    def requires_high_test_strictness_level(self) -> bool:
-        """Check if a connector requires high strictness CAT tests.
-
-        Returns:
-            bool: True if the connector requires high test strictness level, False otherwise.
-        """
-        return self.ab_internal_ql >= STRATEGIC_CONNECTOR_THRESHOLDS["ql"]
-
-    @property
-    def requires_allowed_hosts_check(self) -> bool:
-        """Check if a connector requires allowed hosts.
-
-        Returns:
-            bool: True if the connector requires allowed hosts, False otherwise.
-        """
-        return self.ab_internal_ql >= ALLOWED_HOST_THRESHOLD["ql"]
-
-    @property
-    def allowed_hosts(self) -> Optional[List[str]]:
-        return self.metadata.get("allowedHosts") if self.metadata else None
-
-    @property
-    def suggested_streams(self) -> Optional[List[str]]:
-        return self.metadata.get("suggestedStreams") if self.metadata else None
-
-    @property
-    def acceptance_test_config_path(self) -> Path:
-        return self.code_directory / ACCEPTANCE_TEST_CONFIG_FILE_NAME
-
-    @property
-    def acceptance_test_config(self) -> Optional[dict]:
-        try:
-            with open(self.acceptance_test_config_path) as acceptance_test_config_file:
-                return yaml.safe_load(acceptance_test_config_file)
-        except FileNotFoundError:
-            logging.warning(f"No {ACCEPTANCE_TEST_CONFIG_FILE_NAME} file found for {self.technical_name}")
-            return None
-
-    @property
-    def supports_normalization(self) -> bool:
-        return self.metadata and self.metadata.get("normalizationConfig") is not None
-
-    @property
-    def normalization_repository(self) -> Optional[str]:
-        if self.supports_normalization:
-            return f"{self.metadata['normalizationConfig']['normalizationRepository']}"
-
-    @property
-    def normalization_tag(self) -> Optional[str]:
-        if self.supports_normalization:
-            return f"{self.metadata['normalizationConfig']['normalizationTag']}"
-
-    @property
-    def is_using_poetry(self) -> bool:
-        return Path(self.code_directory / "pyproject.toml").exists()
-
-    @property
-    def registry_primary_key_field(self) -> str:
-        """
-        The primary key field of the connector in the registry.
-
-        example:
-        - source -> sourceDefinitionId
-        - destination -> destinationDefinitionId
-        """
-        return f"{self.connector_type}DefinitionId"
-
-    @property
-    def is_enabled_in_any_registry(self) -> bool:
-        """Check if the connector is enabled in the registry.
-
-        Example:
-          - {registries: null} -> false
-          - {registries: {oss: {enabled: false }}} -> false
-          - {registries: {oss: {enabled: true }}} -> true
-          - {registries: {cloud: {enabled: true }}} -> true
-
-        Returns:
-            bool: True if the connector is enabled, False otherwise.
-        """
-        registries = self.metadata.get("registryOverrides")
-        if not registries:
-            return False
-
-        for registry in registries.values():
-            if registry.get("enabled"):
-                return True
-
-        return False
-
-    @property
-    def is_released(self) -> bool:
-        """Pull the the OSS registry and check if it the current definition ID and docker image tag are in the registry.
-        If there is a match it means the connector is released.
-        We use the OSS registry as the source of truth for released connectors as the cloud registry can be a subset of the OSS registry.
-
-        Returns:
-            bool: True if the connector is released, False otherwise.
-        """
-        metadata = self.metadata
-        registry = download_catalog(OSS_CATALOG_URL)
-        for connector in registry[f"{self.connector_type}s"]:
-            if (
-                connector[self.registry_primary_key_field] == metadata["definitionId"]
-                and connector["dockerImageTag"] == metadata["dockerImageTag"]
-            ):
-                return True
-        return False
-
-    @property
-    def cloud_usage(self) -> Optional[str]:
-        """Pull the cloud registry, check if the connector is in the registry and return the usage metrics.
-
-        Returns:
-            Optional[str]: The usage metrics of the connector, could be one of ["low", "medium", "high"] or None if the connector is not in the registry.
-        """
-        metadata = self.metadata
-        definition_id = metadata.get("definitionId")
-        cloud_registry = download_catalog(CLOUD_CATALOG_URL)
-
-        all_connectors_of_type = cloud_registry[f"{self.connector_type}s"]
-        connector_entry = find(all_connectors_of_type, {self.registry_primary_key_field: definition_id})
-        if not connector_entry:
-            return None
-
-        return get(connector_entry, "generated.metrics.cloud.usage")
-
-    @property
-    def sbom_url(self) -> Optional[str]:
-        """
-        Fetches SBOM URL from the connector definition in the OSS registry, if it exists, None otherwise.
-        """
-        metadata = self.metadata
-        definition_id = metadata.get("definitionId")
-        # We use the OSS registry as the source of truth for released connectors as the cloud registry can be a subset of the OSS registry.
-        oss_registry = download_catalog(OSS_CATALOG_URL)
-
-        all_connectors_of_type = oss_registry[f"{self.connector_type}s"]
-        connector_entry = find(all_connectors_of_type, {self.registry_primary_key_field: definition_id})
-        if not connector_entry:
-            return None
-
-        return get(connector_entry, "generated.sbomUrl")
-
-    @property
-    def image_address(self) -> str:
-        return f'{self.metadata["dockerRepository"]}:{self.metadata["dockerImageTag"]}'
-
-    @property
-    def cdk_name(self) -> str | None:
-        try:
-            return [tag.split(":")[-1] for tag in self.metadata["tags"] if tag.startswith("cdk:")][0]
-        except IndexError:
-            return None
-
-    @property
-    def base_image_address(self) -> str | None:
-        return self.metadata.get("connectorBuildOptions", {}).get("baseImage")
-
-    @property
-    def uses_base_image(self) -> bool:
-        return self.base_image_address is not None
-
-    @property
-    def base_image_version(self) -> str | None:
-        if not self.uses_base_image:
-            return None
-        return self.base_image_address.split(":")[1].split("@")[0]
-
-    def get_secret_manager(self, gsm_credentials: str):
-        return SecretsManager(connector_name=self.technical_name, gsm_credentials=gsm_credentials)
-
-    def __repr__(self) -> str:
-        return self.technical_name
-
-    @functools.lru_cache(maxsize=2)
-    def get_local_dependency_paths(self, with_test_dependencies: bool = True) -> Set[Path]:
-        dependencies_paths = []
-        build_script = "build.gradle"
-        if Path(self.code_directory / "build.gradle.kts").exists():
-            build_script = "build.gradle.kts"
-
-        if self.language == ConnectorLanguage.JAVA:
-            dependencies_paths += [Path("./airbyte-cdk/java/airbyte-cdk"), Path("./airbyte-cdk/bulk")]
-            dependencies_paths += get_all_gradle_dependencies(
-                self.code_directory / build_script, with_test_dependencies=with_test_dependencies
-            )
-        return sorted(list(set(dependencies_paths)))
-
-
-def get_changed_connectors(
-    modified_files: Optional[Set[Union[str, Path]]] = None, source: bool = True, destination: bool = True, third_party: bool = True
-) -> Set[Connector]:
-    """Retrieve a set of Connectors that were changed in the current branch (compared to master)."""
-    if modified_files is None:
-        airbyte_repo = git.Repo(search_parent_directories=True)
-        modified_files = airbyte_repo.git.diff("--name-only", DIFFED_BRANCH).split("\n")
-
-    prefix_to_check = []
-    if source:
-        prefix_to_check.append(SOURCE_CONNECTOR_PATH_PREFIX)
-    if destination:
-        prefix_to_check.append(DESTINATION_CONNECTOR_PATH_PREFIX)
-    if third_party:
-        prefix_to_check.append(THIRD_PARTY_CONNECTOR_PATH_PREFIX)
-
-    changed_source_connector_files = {
-        file_path
-        for file_path in modified_files
-        if any(file_path.startswith(prefix) for prefix in prefix_to_check) and SCAFFOLD_CONNECTOR_GLOB not in file_path
-    }
-    return {Connector(get_connector_name_from_path(changed_file)) for changed_file in changed_source_connector_files}
-
-
-def _get_relative_connector_folder_name_from_metadata_path(metadata_file_path: str) -> str:
-    """Get the relative connector folder name from the metadata file path.
-
-    Args:
-        metadata_file_path (Path): Path to the metadata file.
-
-    Returns:
-        str: The relative connector folder name.
-    """
-    # remove CONNECTOR_PATH_PREFIX and anything before
-    metadata_file_path = metadata_file_path.split(CONNECTOR_PATH_PREFIX)[-1]
-
-    # remove metadata.yaml
-    metadata_file_path = metadata_file_path.replace(METADATA_FILE_NAME, "")
-
-    # remove leading and trailing slashes
-    metadata_file_path = metadata_file_path.strip("/")
-    return metadata_file_path
-
-
-def get_all_connectors_in_repo() -> Set[Connector]:
-    """Retrieve a set of all Connectors in the repo.
-    We globe the connectors folder for metadata.yaml files and construct Connectors from the directory name.
-
-    Returns:
-        A set of Connectors.
-    """
-    repo = git.Repo(search_parent_directories=True)
-    repo_path = repo.working_tree_dir
-
-    return {
-        Connector(_get_relative_connector_folder_name_from_metadata_path(metadata_file))
-        for metadata_file in glob(f"{repo_path}/{CONNECTOR_PATH_PREFIX}/**/metadata.yaml", recursive=True)
-        if SCAFFOLD_CONNECTOR_GLOB not in metadata_file
-    }
-
-
-class ConnectorTypeEnum(str, Enum):
-    source = "source"
-    destination = "destination"
-
-
-class SupportLevelEnum(str, Enum):
-    certified = "certified"
-    community = "community"
-    archived = "archived"
diff --git a/airbyte-ci/connectors/connector_ops/poetry.lock b/airbyte-ci/connectors/connector_ops/poetry.lock
deleted file mode 100644
index 3cd49bb7a480..000000000000
--- a/airbyte-ci/connectors/connector_ops/poetry.lock
+++ /dev/null
@@ -1,1454 +0,0 @@
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-
-[[package]]
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-[[package]]
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-]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.11"
-content-hash = "2e5cf16ae5611f4e60137746863e018c5670a42829f024c9d7384e9d5e144581"
diff --git a/airbyte-ci/connectors/connector_ops/pyproject.toml b/airbyte-ci/connectors/connector_ops/pyproject.toml
deleted file mode 100644
index 108cbed0cbb4..000000000000
--- a/airbyte-ci/connectors/connector_ops/pyproject.toml
+++ /dev/null
@@ -1,38 +0,0 @@
-[build-system]
-requires = ["poetry-core>=1.1.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry]
-name = "connector_ops"
-version = "0.10.1"
-description = "Packaged maintained by the connector operations team to perform CI for connectors"
-authors = ["Airbyte <contact@airbyte.io>"]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-click = "^8.1.3"
-requests = "^2.31"
-PyYAML = "^6.0"
-GitPython = "^3.1.29"
-pydantic = "^1.9"
-PyGithub = "^2"
-rich = "^13.0.0"
-pydash = "^6.0.2"
-google-cloud-storage = "^2.8.0"
-ci-credentials = {path = "../ci_credentials"}
-pandas = "^2.0.3"
-simpleeval = "^0.9.13"
-semver = "^3.0.2"
-
-[tool.poetry.group.dev.dependencies]
-pytest = "^8"
-pytest-mock = "^3.10.0"
-freezegun = "^1.1.0"
-
-[tool.poe.tasks]
-test = "pytest tests"
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = ["test"]
diff --git a/airbyte-ci/connectors/connector_ops/pytest.ini b/airbyte-ci/connectors/connector_ops/pytest.ini
deleted file mode 100644
index 6df308df74d5..000000000000
--- a/airbyte-ci/connectors/connector_ops/pytest.ini
+++ /dev/null
@@ -1,4 +0,0 @@
-[pytest]
-markers =
-    slow: marks tests as slow (deselect with '-m "not slow"')
-    serial
diff --git a/airbyte-ci/connectors/connector_ops/tests/conftest.py b/airbyte-ci/connectors/connector_ops/tests/conftest.py
deleted file mode 100644
index 78aad3d1c104..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/conftest.py
+++ /dev/null
@@ -1,65 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import os
-from datetime import datetime
-
-import pandas as pd
-import pytest
-
-
-@pytest.fixture(scope="module")
-def adoption_metrics_per_connector_version():
-    return pd.DataFrame(
-        [
-            {
-                "connector_definition_id": "dfd88b22-b603-4c3d-aad7-3701784586b1",
-                "connector_version": "2.0.0",
-                "number_of_connections": 0,
-                "number_of_users": 0,
-                "succeeded_syncs_count": 0,
-                "failed_syncs_count": 0,
-                "total_syncs_count": 0,
-                "sync_success_rate": 0.0,
-            }
-        ]
-    )
-
-
-@pytest.fixture
-def dummy_qa_report() -> pd.DataFrame:
-    return pd.DataFrame(
-        [
-            {
-                "connector_type": "source",
-                "connector_name": "test",
-                "connector_technical_name": "source-test",
-                "connector_definition_id": "foobar",
-                "connector_version": "0.0.0",
-                "support_level": "community",
-                "is_on_cloud": False,
-                "is_appropriate_for_cloud_use": True,
-                "latest_build_is_successful": True,
-                "documentation_is_available": False,
-                "number_of_connections": 0,
-                "number_of_users": 0,
-                "sync_success_rate": 0.99,
-                "total_syncs_count": 0,
-                "failed_syncs_count": 0,
-                "succeeded_syncs_count": 0,
-                "is_eligible_for_promotion_to_cloud": True,
-                "report_generation_datetime": datetime.utcnow(),
-            }
-        ]
-    )
-
-
-@pytest.fixture(autouse=True)
-def set_working_dir_to_repo_root(monkeypatch):
-    """Set working directory to the root of the repository.
-
-    HACK: This is a workaround for the fact that these tests are not run from the root of the repository.
-    """
-    monkeypatch.chdir(os.path.join(os.path.dirname(__file__), "..", "..", "..", ".."))
diff --git a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/bad-header.md b/airbyte-ci/connectors/connector_ops/tests/test_migration_files/bad-header.md
deleted file mode 100644
index 2d430959e1c6..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/bad-header.md
+++ /dev/null
@@ -1,9 +0,0 @@
-# Foobar Migration Guide
-
-## 2.0.0
-
-This is something else
-
-## 1.0.0
-
-This is something
diff --git a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/bad-title.md b/airbyte-ci/connectors/connector_ops/tests/test_migration_files/bad-title.md
deleted file mode 100644
index 10fd8674485a..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/bad-title.md
+++ /dev/null
@@ -1,9 +0,0 @@
-# source-foobar Migration Guide
-
-## Upgrading to 2.0.0
-
-This is something else
-
-## Upgrading to 1.0.0
-
-This is something
diff --git a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/extra-header.md b/airbyte-ci/connectors/connector_ops/tests/test_migration_files/extra-header.md
deleted file mode 100644
index 02a23ff5bd19..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/extra-header.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# Foobar Migration Guide
-
-## Upgrading to 2.0.0
-
-This is something else
-
-## Upgrading to 1.0.0
-
-This is something
-
-## Upgrading to 1.0.0
-
-This is extra
diff --git a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/missing-entry.md b/airbyte-ci/connectors/connector_ops/tests/test_migration_files/missing-entry.md
deleted file mode 100644
index cf642efdc263..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/missing-entry.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Foobar Migration Guide
-
-## Upgrading to 1.0.0
-
-This is something
diff --git a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/out-of-order.md b/airbyte-ci/connectors/connector_ops/tests/test_migration_files/out-of-order.md
deleted file mode 100644
index dc2caf839c41..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/test_migration_files/out-of-order.md
+++ /dev/null
@@ -1,9 +0,0 @@
-# Foobar Migration Guide
-
-## Upgrading to 1.0.0
-
-This is something
-
-## Upgrading to 2.0.0
-
-This is something else
diff --git a/airbyte-ci/connectors/connector_ops/tests/test_utils.py b/airbyte-ci/connectors/connector_ops/tests/test_utils.py
deleted file mode 100644
index a58acdb17f14..000000000000
--- a/airbyte-ci/connectors/connector_ops/tests/test_utils.py
+++ /dev/null
@@ -1,184 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from contextlib import nullcontext as does_not_raise
-from pathlib import Path
-
-import pytest
-import semver
-from connector_ops import utils
-
-
-class TestConnector:
-    @pytest.mark.parametrize(
-        "technical_name, expected_type, expected_name, expected_error",
-        [
-            ("source-faker", "source", "faker", does_not_raise()),
-            ("source-facebook-marketing", "source", "facebook-marketing", does_not_raise()),
-            ("destination-postgres", "destination", "postgres", does_not_raise()),
-            ("foo", None, None, pytest.raises(utils.ConnectorInvalidNameError)),
-        ],
-    )
-    def test__get_type_and_name_from_technical_name(self, technical_name, expected_type, expected_name, expected_error):
-        connector = utils.Connector(technical_name)
-        with expected_error:
-            assert connector._get_type_and_name_from_technical_name() == (expected_type, expected_name)
-            assert connector.name == expected_name
-            assert connector.connector_type == expected_type
-
-    @pytest.mark.parametrize(
-        "connector, exists",
-        [
-            (utils.Connector("source-faker"), True),
-            (utils.Connector("source-doesnotexist"), False),
-        ],
-    )
-    def test_init(self, connector, exists, mocker, tmp_path):
-        assert str(connector) == connector.technical_name
-        assert connector.code_directory == Path(f"./airbyte-integrations/connectors/{connector.technical_name}")
-        assert connector.acceptance_test_config_path == connector.code_directory / utils.ACCEPTANCE_TEST_CONFIG_FILE_NAME
-
-        if exists:
-            assert connector.connector_type, connector.name == connector._get_type_and_name_from_technical_name()
-            assert connector.documentation_file_path == Path(f"./docs/integrations/{connector.connector_type}s/{connector.name}.md")
-            assert isinstance(connector.metadata, dict)
-            assert isinstance(connector.support_level, str)
-            assert isinstance(connector.acceptance_test_config, dict)
-            assert connector.icon_path == Path(f"./airbyte-integrations/connectors/{connector.technical_name}/icon.svg")
-            assert semver.Version.parse(connector.version)
-        else:
-            assert connector.metadata is None
-            assert connector.support_level is None
-            assert connector.acceptance_test_config is None
-            assert connector.icon_path == Path(f"./airbyte-integrations/connectors/{connector.technical_name}/icon.svg")
-            assert connector.version is None
-            with pytest.raises(utils.ConnectorVersionNotFound):
-                Path(tmp_path / "Dockerfile").touch()
-                mocker.patch.object(utils.Connector, "code_directory", tmp_path)
-                utils.Connector(connector.technical_name).version
-
-    def test_metadata_query_match(self, mocker):
-        connector = utils.Connector("source-faker")
-        mocker.patch.object(utils.Connector, "metadata", {"dockerRepository": "airbyte/source-faker", "ab_internal": {"ql": 100}})
-        assert connector.metadata_query_match("data.dockerRepository == 'airbyte/source-faker'")
-        assert connector.metadata_query_match("'source' in data.dockerRepository")
-        assert not connector.metadata_query_match("data.dockerRepository == 'airbyte/source-faker2'")
-        assert not connector.metadata_query_match("'destination' in data.dockerRepository")
-        assert connector.metadata_query_match("data.ab_internal.ql == 100")
-        assert connector.metadata_query_match("data.ab_internal.ql >= 100")
-        assert connector.metadata_query_match("data.ab_internal.ql > 1")
-        assert not connector.metadata_query_match("data.ab_internal.ql == 101")
-        assert not connector.metadata_query_match("data.ab_internal.ql >= 101")
-        assert not connector.metadata_query_match("data.ab_internal.ql > 101")
-        assert not connector.metadata_query_match("data.ab_internal == whatever")
-
-    @pytest.fixture
-    def connector_without_dockerfile(self, mocker, tmp_path):
-        mocker.patch.object(utils.Connector, "code_directory", tmp_path)
-        connector = utils.Connector("source-faker")
-        return connector
-
-    def test_has_dockerfile_without_dockerfile(self, connector_without_dockerfile):
-        assert not connector_without_dockerfile.has_dockerfile
-
-    @pytest.fixture
-    def connector_with_dockerfile(self, mocker, tmp_path):
-        mocker.patch.object(utils.Connector, "code_directory", tmp_path)
-        connector = utils.Connector("source-faker")
-        tmp_path.joinpath("Dockerfile").touch()
-        return connector
-
-    def test_has_dockerfile_with_dockerfile(self, connector_with_dockerfile):
-        assert connector_with_dockerfile.has_dockerfile
-
-
-@pytest.fixture()
-def gradle_file_with_dependencies(tmpdir) -> tuple[Path, list[Path], list[Path]]:
-    test_gradle_file = Path(tmpdir) / "build.gradle"
-    test_gradle_file.write_text(
-        """
-    plugins {
-        id 'java'
-    }
-
-    dependencies {
-        implementation project(':path:to:dependency1')
-        implementation project(':path:to:dependency2')
-        testImplementation project(':path:to:test:dependency')
-        integrationTestJavaImplementation project(':path:to:test:dependency1')
-        performanceTestJavaImplementation project(':path:to:test:dependency2')
-    }
-    """
-    )
-    expected_dependencies = [Path("path/to/dependency1"), Path("path/to/dependency2")]
-    expected_test_dependencies = [Path("path/to/test/dependency"), Path("path/to/test/dependency1"), Path("path/to/test/dependency2")]
-
-    return test_gradle_file, expected_dependencies, expected_test_dependencies
-
-
-@pytest.fixture()
-def gradle_file_with_local_cdk_dependencies(tmpdir) -> tuple[Path, list[Path], list[Path]]:
-    test_gradle_file = Path(tmpdir) / "build.gradle"
-    test_gradle_file.write_text(
-        """
-    plugins {
-        id 'java'
-        id 'airbyte-java-connector'
-    }
-
-    airbyteJavaConnector {
-        cdkVersionRequired = '0.1.0'
-        features = ['db-destinations']
-        useLocalCdk = true
-    }
-
-    airbyteJavaConnector.addCdkDependencies()
-
-    dependencies {
-        implementation project(':path:to:dependency1')
-        implementation project(':path:to:dependency2')
-        testImplementation project(':path:to:test:dependency')
-        integrationTestJavaImplementation project(':path:to:test:dependency1')
-        performanceTestJavaImplementation project(':path:to:test:dependency2')
-    }
-    """
-    )
-    expected_dependencies = [
-        Path("path/to/dependency1"),
-        Path("path/to/dependency2"),
-    ]
-    expected_test_dependencies = [
-        Path("path/to/test/dependency"),
-        Path("path/to/test/dependency1"),
-        Path("path/to/test/dependency2"),
-    ]
-    return test_gradle_file, expected_dependencies, expected_test_dependencies
-
-
-def test_parse_dependencies(gradle_file_with_dependencies):
-    gradle_file, expected_regular_dependencies, expected_test_dependencies = gradle_file_with_dependencies
-    regular_dependencies, test_dependencies = utils.parse_gradle_dependencies(gradle_file)
-    assert len(regular_dependencies) == len(expected_regular_dependencies)
-    assert all([regular_dependency in expected_regular_dependencies for regular_dependency in regular_dependencies])
-    assert len(test_dependencies) == len(expected_test_dependencies)
-    assert all([test_dependency in expected_test_dependencies for test_dependency in test_dependencies])
-
-
-def test_parse_dependencies_with_cdk(gradle_file_with_local_cdk_dependencies):
-    gradle_file, expected_regular_dependencies, expected_test_dependencies = gradle_file_with_local_cdk_dependencies
-    regular_dependencies, test_dependencies = utils.parse_gradle_dependencies(gradle_file)
-    assert len(regular_dependencies) == len(expected_regular_dependencies)
-    assert all([regular_dependency in expected_regular_dependencies for regular_dependency in regular_dependencies])
-    assert len(test_dependencies) == len(expected_test_dependencies)
-    assert all([test_dependency in expected_test_dependencies for test_dependency in test_dependencies])
-
-
-def test_get_all_connectors_in_repo():
-    all_connectors = utils.get_all_connectors_in_repo()
-    assert len(all_connectors) > 0
-    for connector in all_connectors:
-        assert isinstance(connector, utils.Connector)
-        assert connector.metadata is not None
-        if connector.has_airbyte_docs and connector.is_enabled_in_any_registry:
-            assert connector.documentation_file_path.exists()
diff --git a/airbyte-ci/connectors/connectors_insights/README.md b/airbyte-ci/connectors/connectors_insights/README.md
deleted file mode 100644
index 6d38228949f8..000000000000
--- a/airbyte-ci/connectors/connectors_insights/README.md
+++ /dev/null
@@ -1,97 +0,0 @@
-# Connectors Insights
-
-Connectors Insights is a Python project designed to generate various insights from analysis of our connectors code. This project utilizes Poetry for dependency management and packaging.
-
-## Artifacts Produced
-The project generates the following artifacts:
-
-- `insights.json`: Contains general insights and metadata about the connectors.
-- `sbom.json`: Contains the Software Bill Of Material. Produced by [Syft](https://github.com/anchore/syft).
-
-## Installation
-To install the project and its dependencies, ensure you have Poetry installed, then run:
-```sh
-poetry install
-```
-
-## Usage
-The Connectors Insights project provides a command-line interface (CLI) to generate the artifacts. Below is the command to run the CLI:
-
-```sh
-# From airbyte root directory
-connectors-insights generate --output-directory <path-to-local-output-dir> --gcs-uri=gs://<bucket>/<key-prefix> --connector-directory airbyte-integrations/connectors/ --concurrency 2 --rewrite
-```
-
-### CLI Options
-
-- `generate`: The command to generate the artifacts.
-
-- `-o, --output-dir`: Specifies the local directory where the generated artifacts will be saved. In this example, artifacts are saved to `/Users/augustin/Desktop/insights`.
-
-- `-g, --gcs-uri`: The Google Cloud Storage (GCS) URI prefix where the artifacts will be uploaded. In the form: `gs://<bucket>/<key-prefix>`.
-
-- `-d, --connector-directory`: The directory containing the connectors. This option points to the location of the connectors to be analyzed, here it is `airbyte-integrations/connectors/`.
-
-- `-c, --concurrency`: Sets the level of concurrency for the generation process. In this example, it is set to `2`.
-
-- `--rewrite`: If provided, this flag indicates that existing artifacts should be rewritten if they already exist.
-
-## Example
-To generate the artifacts and save them both locally and to GCS, you can use the following command:
-
-```sh
-connectors-insights generate --output-directory <path-to-local-output-dir> --gcs-uri=gs://<bucket>/<key-prefix> --connector-directory airbyte-integrations/connectors/ --concurrency 2 --rewrite
-```
-
-This command will generate `insights.json` and `sbom.json` files, saving them to the specified local directory and uploading them to the specified GCS URI if `--gcs-uri` is passed.
-
-### Examples of generated artifacts
-* [`insights.json`](https://storage.googleapis.com/prod-airbyte-cloud-connector-metadata-service/connector_insights/source-faker/latest/insights.json)
-* [`sbom.json`](https://storage.googleapis.com/prod-airbyte-cloud-connector-metadata-service/connector_insights/source-faker/latest/sbom.json)
-
-
-## Orchestration
-
-This CLI is currently running nightly in GitHub Actions. The workflow can be found in `.github/workflows/connector_insights.yml`.
-
-## Changelog
-
-### 0.3.7
-Update Python version requirement from 3.10 to 3.11.
-
-### 0.3.5
-Fix permissions issue when installing `pylint` in connector container.
-
-### 0.3.4
-Update `dagger` to `0.13.3`.
-
-### 0.3.3
-Use SBOM from the connector registry (SPDX format) instead of generating SBOM in the connector insights.
-
-### 0.3.2
-Bugfix: Ignore CI on master report if it's not accessible.
-
-### 0.3.1
-Skip manifest inferred insights when the connector does not have a `manifest.yaml` file.
-
-### 0.3.0
-Adding `manifest_uses_parameters`, `manifest_uses_custom_components`, and `manifest_custom_components_classes` insights.
-
-### 0.2.4
-Do not generate insights for `*-scaffold-*` and `*-strict-encrypt` connectors.
-
-### 0.2.3
-Share `.docker/config.json` with `syft` to benefit from increased DockerHub rate limit.
-
-### 0.2.2
-- Write the sbom output to a file and not to stdout to avoid issues with large outputs.
-
-### 0.2.1
-- Implement a high-level error handling to not fail the entire process if a connector fails to generate insights.
-
-### 0.2.0
-- Detect deprecated class and module use in connectors.
-- Fix missing CDK version for connectors not declaring a CDK name in their metadata.
-
-### 0.1.0
-- Initial release
diff --git a/airbyte-ci/connectors/connectors_insights/poetry.lock b/airbyte-ci/connectors/connectors_insights/poetry.lock
deleted file mode 100644
index 0587981e3fa3..000000000000
--- a/airbyte-ci/connectors/connectors_insights/poetry.lock
+++ /dev/null
@@ -1,2379 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
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-    {file = "yarl-1.18.3-cp313-cp313-win32.whl", hash = "sha256:61ee62ead9b68b9123ec24bc866cbef297dd266175d53296e2db5e7f797f902d"},
-    {file = "yarl-1.18.3-cp313-cp313-win_amd64.whl", hash = "sha256:578e281c393af575879990861823ef19d66e2b1d0098414855dd367e234f5b3c"},
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-    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
-    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.0"
-
-[[package]]
-name = "zipp"
-version = "3.21.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-markers = "python_version == \"3.11\" or python_version >= \"3.12\""
-files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.11"
-content-hash = "0ff88ea1d411afca3b23762cc84070b3c1ca422225fad5041bfbff0191a39b78"
diff --git a/airbyte-ci/connectors/connectors_insights/pyproject.toml b/airbyte-ci/connectors/connectors_insights/pyproject.toml
deleted file mode 100644
index be58b4b9d54e..000000000000
--- a/airbyte-ci/connectors/connectors_insights/pyproject.toml
+++ /dev/null
@@ -1,48 +0,0 @@
-[tool.poetry]
-name = "connectors-insights"
-version = "0.3.7"
-description = ""
-authors = ["Airbyte <contact@airbyte.io>"]
-readme = "README.md"
-packages = [{ include = "connectors_insights", from = "src" }]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-dagger-io = "0.13.3"
-click = "^8.1.7"
-pydantic = "^1.9"
-asyncer = "^0.0.7"
-asyncclick = "^8.1.7.2"
-connector-ops = { path = "../connector_ops", develop = false }
-beautifulsoup4 = "^4.12.3"
-requests = "^2.32.3"
-google-cloud-storage = "^2.17.0"
-ruff = "^0.4.8"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry.scripts]
-connectors-insights = "connectors_insights.cli:connectors_insights"
-
-[tool.poetry.group.dev.dependencies]
-mypy = "^1.8.0"
-types-requests = "^2.32.0.20240602"
-types-beautifulsoup4 = "^4.12.0.20240511"
-
-[tool.ruff]
-line-length = 140
-
-[tool.ruff.lint]
-select = ["F"]
-
-[tool.poe.tasks]
-type_check = "mypy src --disallow-untyped-defs"
-lint = "ruff check src --fix"
-ci = ["type_check", "lint"]
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = ["ci"]
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/__init__.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/cli.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/cli.py
deleted file mode 100644
index 1587db395bd9..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/cli.py
+++ /dev/null
@@ -1,123 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import logging
-import sys
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-import asyncclick as click
-import asyncer
-import dagger
-from anyio import Semaphore
-from connector_ops.utils import Connector  # type: ignore
-
-from connectors_insights.insights import generate_insights_for_connector
-from connectors_insights.result_backends import GCSBucket, LocalDir
-from connectors_insights.utils import gcs_uri_to_bucket_key, get_all_connectors_in_directory, remove_strict_encrypt_suffix
-
-if TYPE_CHECKING:
-    from typing import List
-
-    from connectors_insights.result_backends import ResultBackend
-
-logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
-logging.getLogger("urllib3").setLevel(logging.WARNING)
-logging.getLogger("httpx").setLevel(logging.WARNING)
-
-
-@click.group
-async def connectors_insights() -> None:
-    pass
-
-
-@connectors_insights.command("generate", help="Generate connector insights the given connectors.")
-@click.option(
-    "-n",
-    "--name",
-    "selected_connectors",
-    multiple=True,
-    help="The technical name of the connector. e.g. 'source-google-sheets'.",
-)
-@click.option(
-    "-d",
-    "--connector-directory",
-    "connector_directory",
-    type=click.Path(exists=True, file_okay=False, dir_okay=True, path_type=Path),
-    help="The directory containing the connectors, to generate insights for all connectors in this directory.",
-)
-@click.option(
-    "-o",
-    "--output-directory",
-    "output_directory",
-    type=click.Path(file_okay=False, path_type=Path, writable=True, dir_okay=True),
-    help="Path to the directory where the insights will be saved as JSON files.",
-)
-@click.option(
-    "-g",
-    "--gcs-uri",
-    "gcs_uri",
-    help="GCS URI to the directory where the insights will be saved as JSON files.",
-)
-@click.option(
-    "-c",
-    "--concurrency",
-    "concurrency",
-    type=int,
-    default=5,
-    help="The number of connectors to generate insights for concurrently.",
-)
-@click.option(
-    "--rewrite",
-    "rewrite",
-    type=bool,
-    is_flag=True,
-    default=False,
-    help="Whether to rewrite the report file if it already exists.",
-)
-async def generate(
-    selected_connectors: List[str],
-    connector_directory: Path | None,
-    output_directory: Path | None,
-    gcs_uri: str | None,
-    concurrency: int,
-    rewrite: bool,
-) -> None:
-    logger = logging.getLogger(__name__)
-    result_backends: List[ResultBackend] = []
-    if output_directory:
-        result_backends.append(LocalDir(output_directory))
-    if gcs_uri:
-        result_backends.append(GCSBucket(*gcs_uri_to_bucket_key(gcs_uri)))
-    connectors: List[Connector] = []
-    if selected_connectors:
-        connectors += [Connector(remove_strict_encrypt_suffix(connector)) for connector in selected_connectors]
-    if connector_directory:
-        connectors += get_all_connectors_in_directory(connector_directory)
-
-    connectors = sorted(list(connectors), key=lambda connector: connector.technical_name, reverse=True)
-
-    if not connectors:
-        raise click.UsageError(
-            "No connectors passed. Please pass at least one connector with --name or a directory containing connectors with --connector-directory."
-        )
-    else:
-        logger.info(f"Generating insights for {len(connectors)} connectors.")
-    semaphore = Semaphore(concurrency)
-    soon_results = []
-    async with dagger.Connection(dagger.Config(log_output=sys.stderr)) as dagger_client:
-        async with asyncer.create_task_group() as connector_task_group:
-            for connector in connectors:
-                soon_results.append(
-                    connector_task_group.soonify(generate_insights_for_connector)(
-                        dagger_client,
-                        connector,
-                        semaphore,
-                        rewrite,
-                        result_backends=result_backends,
-                    )
-                )
-    failing_connector_names = [soon_result.value[1].technical_name for soon_result in soon_results if not soon_result.value[0]]
-    if failing_connector_names:
-        raise click.ClickException("Failed to generate insights for the following connectors: " + ", ".join(failing_connector_names))
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/hacks.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/hacks.py
deleted file mode 100644
index d521a1d8b8db..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/hacks.py
+++ /dev/null
@@ -1,68 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import json
-from typing import TYPE_CHECKING
-
-import requests
-from bs4 import BeautifulSoup
-from google.cloud import storage  # type: ignore
-
-if TYPE_CHECKING:
-    from typing import Dict
-
-    from connector_ops.utils import Connector  # type: ignore
-
-
-TEST_SUMMARY_ROOT_URL = "https://connectors.airbyte.com/files/generated_reports/test_summary"
-
-
-def get_ci_json_report(json_report_url: str) -> Dict:
-    storage_client = storage.Client(project="dataline-integration-testing")
-    bucket_name = json_report_url.split("/")[3]
-    blob_name = "/".join(json_report_url.split("/")[4:])
-    bucket = storage_client.bucket(bucket_name)
-    blob = bucket.blob(blob_name)
-
-    return json.loads(blob.download_as_string())
-
-
-def get_ci_on_master_report(connector: Connector) -> Dict | None:
-    """This is a hack because we use the HTML report to get the latest CI insights.
-    We should ideally fetch the json report directly but the URL has timestamp in it so it's not deterministic.
-
-    Args:
-        connector (Connector): The connector to get the CI insights for.
-
-    Returns:
-        Dict | None: The CI insights if found, None otherwise.
-    """
-    url = f"{TEST_SUMMARY_ROOT_URL}/{connector.technical_name}/index.html"
-
-    response = requests.get(url)
-    if response.status_code != 200:
-        return None
-
-    soup = BeautifulSoup(response.content, "html.parser")
-
-    rows = soup.find_all("tr")
-
-    for row in rows[1:]:  # Skipping the header row
-        columns = row.find_all("td")
-        if columns:
-            try:
-                report_url = columns[3].find("a")["href"]
-            except (IndexError, KeyError, TypeError):
-                continue
-            json_report_url = report_url.replace(".html", ".json")
-            # The first table entry is the latest report, but sometimes it's not there questionmark
-            try:
-                json_report = get_ci_json_report(json_report_url)
-                if json_report["connector_version"] == connector.version:
-                    return json_report
-            except Exception as e:
-                continue
-            return None
-
-    return None
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/insights.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/insights.py
deleted file mode 100644
index 5267c88df8ce..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/insights.py
+++ /dev/null
@@ -1,263 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import datetime
-import itertools
-import json
-import logging
-import re
-from typing import TYPE_CHECKING
-
-import requests
-
-from connectors_insights.hacks import get_ci_on_master_report
-from connectors_insights.models import ConnectorInsights
-from connectors_insights.pylint import get_pylint_output
-from connectors_insights.result_backends import FileToPersist, ResultBackend
-
-if TYPE_CHECKING:
-    from typing import Dict, List, Tuple
-
-    import dagger
-    from anyio import Semaphore
-    from connector_ops.utils import Connector  # type: ignore
-
-
-def get_manifest_inferred_insights(connector: Connector) -> dict:
-    if connector.manifest_path is None or not connector.manifest_path.exists():
-        return {}
-
-    manifest = connector.manifest_path.read_text()
-
-    schemas_directory = connector.code_directory / connector.technical_name.replace("-", "_") / "schemas"
-
-    return {
-        "manifest_uses_parameters": manifest.find("$parameters") != -1,
-        "manifest_uses_custom_components": manifest.find("class_name:") != -1,
-        "manifest_custom_component_classes": re.findall(r"class_name: (.+)", manifest),
-        "has_json_schemas": schemas_directory.is_dir() and any(schemas_directory.iterdir()),
-    }
-
-
-def get_metadata_inferred_insights(connector: Connector) -> Dict:
-    return {
-        "connector_technical_name": connector.technical_name,
-        "connector_version": connector.version,
-        "connector_image_address": connector.image_address,
-        "uses_base_image": connector.uses_base_image,
-        "base_image_address": connector.base_image_address,
-        "base_image_version": connector.base_image_version,
-        "connector_language": connector.language,
-        "cdk_name": connector.cdk_name,
-        "is_using_poetry": connector.is_using_poetry,
-        "connector_definition_id": connector.metadata.get("definitionId"),
-        "connector_type": connector.metadata.get("connectorType"),
-        "connector_subtype": connector.metadata.get("connectorSubtype"),
-        "connector_support_level": connector.metadata.get("supportLevel"),
-        "ab_internal_sl": connector.metadata.get("ab_internal", {}).get("sl"),
-        "ab_internal_ql": connector.metadata.get("ab_internal", {}).get("ql"),
-        "is_cloud_enabled": connector.metadata.get("registryOverrides", {}).get("cloud", {}).get("enabled", False),
-        "is_oss_enabled": connector.metadata.get("registryOverrides", {}).get("oss", {}).get("enabled", False),
-    }
-
-
-def get_sbom_inferred_insights(raw_sbom: str | None, connector: Connector) -> Dict:
-    """Parse the SBOM and get dependencies and CDK version from it.
-
-    Args:
-        raw_sbom (str | None): the SBOM in JSON format.
-        connector (Connector): the connector to get insights for.
-
-    Returns:
-        Dict: the inferred insights from the SBOM.
-    """
-    sbom_inferred_insights: Dict[str, List[Dict[str, str]] | None] = {
-        "cdk_version": None,
-        "dependencies": [],
-    }
-    if not raw_sbom:
-        return sbom_inferred_insights
-    sbom = json.loads(raw_sbom)
-    python_artifacts = {package["name"]: package for package in sbom["packages"] if package["SPDXID"].startswith("SPDXRef-Package-python-")}
-    sbom_inferred_insights["cdk_version"] = python_artifacts.get("airbyte-cdk", {}).get("versionInfo")
-
-    for package in sbom["packages"]:
-        package_type = package["SPDXID"].split("-")[2]
-        try:
-            dependency = {"type": package_type, "version": package["versionInfo"], "package_name": package["name"]}
-        except KeyError:
-            continue
-        if isinstance(sbom_inferred_insights["dependencies"], list) and dependency not in sbom_inferred_insights["dependencies"]:
-            sbom_inferred_insights["dependencies"].append(dependency)
-    return sbom_inferred_insights
-
-
-def get_pylint_inferred_insights(pylint_output: str | None) -> Dict:
-    """Make insights from the pylint output.
-    It currently parses the deprecated classes and modules from the pylint output.
-    """
-    if not pylint_output:
-        return {}
-
-    deprecated_classes_in_use = []
-    deprecated_modules_in_use = []
-    forbidden_method_names_in_use = []
-    deprecated_class_pattern = r"Using deprecated class (\w+) of module ([\w\.]+)"
-    deprecated_module_pattern = r"Deprecated module '([^']+)'"
-    forbidden_method_name_pattern = r'Method name "([^"]+)"'
-    for message in json.loads(pylint_output):
-        if message["symbol"] == "deprecated-class":
-            if match := re.search(deprecated_class_pattern, message["message"]):
-                deprecated_classes_in_use.append(f"{match.group(2)}.{match.group(1)}")
-        if message["symbol"] == "deprecated-module":
-            if match := re.search(deprecated_module_pattern, message["message"]):
-                deprecated_modules_in_use.append(match.group(1))
-        if message["symbol"] == "forbidden-method-name":
-            if match := re.search(forbidden_method_name_pattern, message["message"]):
-                forbidden_method_names_in_use.append(match.group(1))
-    return {
-        "deprecated_classes_in_use": deprecated_classes_in_use,
-        "deprecated_modules_in_use": deprecated_modules_in_use,
-        "forbidden_method_names_in_use": forbidden_method_names_in_use,
-    }
-
-
-def should_skip_generation(
-    result_backends: List[ResultBackend] | None, connector: Connector, files_to_persist: List[FileToPersist], rewrite: bool
-) -> bool:
-    """Check if the insights generation should be skipped because they already exist.
-    Always run if rewrite is True or no result backends are provided.
-
-    Args:
-        result_backends (List[ResultBackend] | None): The result backends to check if the insights already exist.
-        connector (Connector): The connector to check if the insights already exist.
-        files_to_persist (List[FileToPersist]): The files to persist for the connector.
-        rewrite (bool): Whether to rewrite the insights if they already exist.
-
-    Returns:
-        bool: True if the insights generation should be skipped, False otherwise.
-    """
-    if rewrite or not result_backends:
-        return False
-
-    for result_backend, file_to_persist in itertools.product(result_backends, files_to_persist):
-        if not result_backend.artifact_already_exists(connector, file_to_persist):
-            return False
-    return True
-
-
-def fetch_sbom(connector: Connector) -> str | None:
-    """Fetch the SBOM for the connector if it is released.
-    SBOM are generated from published Docker images. If the connector is not released it does not have a published Docker image.
-
-    Args:
-        dagger_client (dagger.Client): The Dagger client to use.
-        connector (Connector): The connector to fetch the SBOM for.
-
-    Returns:
-        str | None: The SBOM in JSON format if the connector is released, None otherwise.
-    """
-    if connector.sbom_url:
-        r = requests.get(connector.sbom_url)
-        r.raise_for_status()
-        return r.text
-    return None
-
-
-def generate_insights(connector: Connector, sbom: str | None, pylint_output: str | None) -> ConnectorInsights:
-    """Generate insights for the connector.
-
-    Args:
-        connector (Connector): The connector to generate insights for.
-        sbom (str | None): The SBOM in JSON format.
-
-    Returns:
-        ConnectorInsights: The insights for the connector.
-    """
-    ci_on_master_report = get_ci_on_master_report(connector)
-    return ConnectorInsights(
-        **{
-            **get_metadata_inferred_insights(connector),
-            **get_manifest_inferred_insights(connector),
-            **get_pylint_inferred_insights(pylint_output),
-            **get_sbom_inferred_insights(sbom, connector),
-            "ci_on_master_report": ci_on_master_report,
-            "ci_on_master_passes": ci_on_master_report.get("success") if ci_on_master_report else None,
-            "insight_generation_timestamp": datetime.datetime.utcnow(),
-        }
-    )
-
-
-# TODO: make it async for concurrent uploads
-def persist_files(
-    connector: Connector,
-    files_to_persist: List[FileToPersist],
-    result_backends: List[ResultBackend] | None,
-    rewrite: bool,
-    logger: logging.Logger,
-) -> None:
-    """Persist the files to the result backends.
-
-    Args:
-        connector (Connector): The connector to persist the files for.
-        files_to_persist (List[FileToPersist]): The files to persist for the connector.
-        result_backends (List[ResultBackend] | None): The result backends to persist the files to.
-        rewrite (bool): Whether to rewrite the files if they already exist.
-        logger (logging.Logger): The logger to use.
-
-    Returns:
-        None
-    """
-    if not result_backends:
-        logger.warning(f"No result backends provided to persist files for {connector.technical_name}")
-        return None
-    for backend, file in itertools.product(result_backends, files_to_persist):
-        if file.file_content:
-            if not rewrite and backend.artifact_already_exists(connector, file):
-                logger.info(f"Skipping writing {file.file_name} for {connector.technical_name} because it already exists.")
-                continue
-            backend.write(connector, file)
-        else:
-            logger.warning(f"No content provided for {file.file_name} for {connector.technical_name}")
-
-
-async def generate_insights_for_connector(
-    dagger_client: dagger.Client,
-    connector: Connector,
-    semaphore: Semaphore,
-    rewrite: bool = False,
-    result_backends: List[ResultBackend] | None = None,
-) -> Tuple[bool, Connector]:
-    """Aggregate insights for a connector and write them to the result backends.
-
-    Args:
-        dagger_client (dagger.Client): the dagger client.
-        connector (Connector): the connector to generate insights for.
-        semaphore (Semaphore): the semaphore to limit the number of concurrent insights generation.
-        rewrite (bool): whether to rewrite the insights if they already exist.
-        result_backend (List[ResultBackend] | None): the result backends to write the insights to.
-    Returns:
-        Tuple[bool, Connector]: a tuple of whether the insights were generated and the connector.
-    """
-    logger = logging.getLogger(__name__)
-    insights_file = FileToPersist("insights.json")
-    files_to_persist = [insights_file]
-
-    async with semaphore:
-        if should_skip_generation(result_backends, connector, files_to_persist, rewrite):
-            logger.info(f"Skipping insights generation for {connector.technical_name} because it is already generated.")
-            return True, connector
-
-        logger.info(f"Generating insights for {connector.technical_name}")
-        result_backends = result_backends or []
-        try:
-            pylint_output = await get_pylint_output(dagger_client, connector)
-            raw_sbom = fetch_sbom(connector)
-            insights = generate_insights(connector, raw_sbom, pylint_output)
-            insights_file.set_file_content(insights.json())
-            persist_files(connector, files_to_persist, result_backends, rewrite, logger)
-            logger.info(f"Finished generating insights for {connector.technical_name}")
-            return True, connector
-        except Exception as e:
-            logger.error(f"Failed to generate insights for {connector.technical_name}: {e}")
-            return False, connector
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/models.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/models.py
deleted file mode 100644
index 570982251856..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/models.py
+++ /dev/null
@@ -1,43 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import json
-from datetime import datetime
-
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-from pydantic import BaseModel, StrictBool
-from pydantic.json import pydantic_encoder
-
-
-class ConnectorInsights(BaseModel):
-    insight_generation_timestamp: datetime
-    connector_definition_id: str
-    connector_type: str
-    connector_subtype: str | None
-    connector_technical_name: str
-    connector_version: str
-    connector_image_address: str
-    connector_support_level: str | None
-    ab_internal_sl: int | None
-    ab_internal_ql: int | None
-    cdk_name: str | None
-    cdk_version: str | None
-    connector_language: ConnectorLanguage | None
-    ci_on_master_report: dict | None
-    ci_on_master_passes: StrictBool | None
-    uses_base_image: StrictBool
-    base_image_address: str | None
-    base_image_version: str | None
-    is_using_poetry: StrictBool
-    dependencies: list[dict]
-    is_cloud_enabled: StrictBool
-    is_oss_enabled: StrictBool
-    deprecated_classes_in_use: list[str] | None
-    deprecated_modules_in_use: list[str] | None
-    forbidden_method_names_in_use: list[str] | None
-    manifest_uses_parameters: StrictBool | None
-    manifest_uses_custom_components: StrictBool | None
-    manifest_custom_component_classes: list[str] | None
-    has_json_schemas: StrictBool | None
-
-    class Config:
-        json_encoders = {dict: lambda v: json.dumps(v, default=pydantic_encoder)}
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint.py
deleted file mode 100644
index eef3fe1cd086..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint.py
+++ /dev/null
@@ -1,58 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import os
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-
-from connectors_insights.utils import never_fail_exec
-
-if TYPE_CHECKING:
-    import dagger
-    from connector_ops.utils import Connector  # type: ignore
-
-PYLINT_COMMAND = [
-    "pylint",
-    "--load-plugins=custom_plugin",
-    "--disable=all",
-    "--output-format=json",
-    "--enable=deprecated-class",
-    "--enable=deprecated-module",
-    "--enable=forbidden-method-name",
-    ".",
-]
-
-
-async def get_pylint_output(dagger_client: dagger.Client, connector: Connector) -> str | None:
-    """Invoke pylint to check for deprecated classes and modules in the connector code.
-    We use the custom plugin cdk_deprecation_checkers.py to check for deprecated classes and modules.
-    The plugin is located in the `pylint_plugins` directory.
-
-    Args:
-        dagger_client (dagger.Client): Current dagger client.
-        connector (Connector): Connector object.
-
-    Returns:
-        str | None: Pylint output.
-    """
-    if connector.language not in [ConnectorLanguage.PYTHON, ConnectorLanguage.LOW_CODE, ConnectorLanguage.MANIFEST_ONLY]:
-        return None
-    cdk_deprecation_checker_path = Path(os.path.abspath(__file__)).parent / "pylint_plugins/cdk_deprecation_checkers.py"
-    pip_cache_volume: dagger.CacheVolume = dagger_client.cache_volume("pip_cache")
-
-    return await (
-        dagger_client.container()
-        .from_(connector.image_address)
-        .with_user("root")
-        .with_mounted_cache("/root/.cache/pip", pip_cache_volume)
-        .with_new_file("__init__.py", contents="")
-        .with_exec(["pip", "install", "pylint"])
-        .with_workdir(connector.technical_name.replace("-", "_"))
-        .with_env_variable("PYTHONPATH", ".")
-        .with_new_file("custom_plugin.py", contents=cdk_deprecation_checker_path.read_text())
-        .with_(never_fail_exec(PYLINT_COMMAND))
-        .stdout()
-    )
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint_plugins/cdk_deprecation_checkers.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint_plugins/cdk_deprecation_checkers.py
deleted file mode 100644
index a961e1a3e223..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint_plugins/cdk_deprecation_checkers.py
+++ /dev/null
@@ -1,77 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-from collections import namedtuple
-from typing import TYPE_CHECKING
-
-from pylint.checkers import BaseChecker, DeprecatedMixin  # type: ignore
-
-if TYPE_CHECKING:
-    from typing import Set
-
-    import astroid  # type: ignore
-    from pylint.lint import PyLinter  # type: ignore
-
-DeprecatedClass = namedtuple("DeprecatedClass", ["module", "name"])
-
-DEPRECATED_CLASSES: Set[DeprecatedClass] = {
-    DeprecatedClass("airbyte_cdk.logger", "AirbyteLogger"),
-    DeprecatedClass(None, "GoogleAnalyticsDataApiBaseStream"),
-}
-
-DEPRECATED_MODULES = {"airbyte_cdk.sources.streams.http.auth"}
-
-FORBIDDEN_METHOD_NAMES = {"get_updated_state"}
-
-
-class ForbiddenMethodNameChecker(BaseChecker):
-    name = "forbidden-method-name-checker"
-    msgs = {
-        "C9001": ('Method name "%s" is forbidden', "forbidden-method-name", "Used when a forbidden method name is detected."),
-    }
-
-    def visit_functiondef(self, node: astroid.node) -> None:
-        if node.name in FORBIDDEN_METHOD_NAMES:
-            self.add_message("forbidden-method-name", node=node, args=(node.name,))
-
-
-class DeprecationChecker(DeprecatedMixin, BaseChecker):
-    """Check for deprecated classes and modules.
-    The DeprecatedMixin class is here:
-    https://github.com/pylint-dev/pylint/blob/a5a77f6e891f6e143439d19b5e7f0a29eb5ea1cd/pylint/checkers/deprecated.py#L31
-    """
-
-    name = "deprecated"
-
-    msgs = {
-        **DeprecatedMixin.DEPRECATED_METHOD_MESSAGE,
-        **DeprecatedMixin.DEPRECATED_ARGUMENT_MESSAGE,
-        **DeprecatedMixin.DEPRECATED_CLASS_MESSAGE,
-        **DeprecatedMixin.DEPRECATED_MODULE_MESSAGE,
-    }
-
-    def deprecated_modules(self) -> set[str]:
-        """Callback method called by DeprecatedMixin for every module found in the code.
-
-        Returns:
-            collections.abc.Container of deprecated module names.
-        """
-        return DEPRECATED_MODULES
-
-    def deprecated_classes(self, module: str) -> set[str]:
-        """Callback method called by DeprecatedMixin for every class found in the code.
-
-        Returns:
-            collections.abc.Container of deprecated class names.
-        """
-        _deprecated_classes = set()
-        for deprecated_class in DEPRECATED_CLASSES:
-            if deprecated_class.module is None or deprecated_class.module == module:
-                _deprecated_classes.add(deprecated_class.name)
-        return _deprecated_classes
-
-
-def register(linter: PyLinter) -> None:
-    linter.register_checker(DeprecationChecker(linter))
-    linter.register_checker(ForbiddenMethodNameChecker(linter))
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/result_backends.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/result_backends.py
deleted file mode 100644
index 28c32d622417..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/result_backends.py
+++ /dev/null
@@ -1,87 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import logging
-from abc import ABC, abstractmethod
-from dataclasses import dataclass
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-from connector_ops.utils import Connector  # type: ignore
-from google.cloud import storage  # type: ignore
-
-if TYPE_CHECKING:
-    from typing import Any
-
-
-@dataclass
-class FileToPersist:
-    file_name: str
-    file_content: str | None = None
-
-    def set_file_content(self, file_content: str) -> None:
-        self.file_content = file_content
-
-
-class ResultBackend(ABC):
-    def __init__(self, *args: Any, **kwargs: Any):
-        self.logger = logging.getLogger(self.__class__.__name__)
-
-    def write(self, connector: Connector, file_to_persist: FileToPersist) -> None:
-        if not file_to_persist.file_content:
-            raise ValueError("File content must be set before writing to local directory")
-        self._write(connector, file_to_persist)
-
-    @abstractmethod
-    def _write(self, connector: Connector, file_to_persist: FileToPersist) -> None:
-        raise NotImplementedError("write method must be implemented by subclass")
-
-    @abstractmethod
-    def artifact_already_exists(self, connector: Connector, file_to_persist: FileToPersist) -> bool:
-        raise NotImplementedError("insights_already_exist method must be implemented by subclass")
-
-
-class LocalDir(ResultBackend):
-    def __init__(self, local_directory: Path):
-        super().__init__()
-        if not local_directory.exists():
-            local_directory.mkdir(parents=True)
-
-        self.local_directory = local_directory
-
-    def _write(self, connector: Connector, file_to_persist: FileToPersist) -> None:
-        assert file_to_persist.file_content is not None
-        connector_result_directory = self.local_directory / connector.technical_name / connector.version
-        connector_result_directory.mkdir(parents=True, exist_ok=True)
-        file_path = connector_result_directory / file_to_persist.file_name
-        with open(file_path, "w") as f:
-            f.write(file_to_persist.file_content)
-            self.logger.info(f"{file_to_persist.file_name} written to {file_path}")
-
-    def artifact_already_exists(self, connector: Connector, file_to_persist: FileToPersist) -> bool:
-        connector_result_directory = self.local_directory / connector.technical_name / connector.version
-        return (connector_result_directory / file_to_persist.file_name).exists()
-
-
-class GCSBucket(ResultBackend):
-    DEFAULT_GCP_PROJECT = "prod-ab-cloud-proj"
-
-    def __init__(self, bucket_name: str, key_prefix: str, gcp_project: str = DEFAULT_GCP_PROJECT):
-        super().__init__()
-        self.bucket_name = bucket_name
-        self.key_prefix = key_prefix
-        self.storage_client = storage.Client(project=gcp_project)
-        self.bucket = self.storage_client.bucket(self.bucket_name)
-
-    def _write(self, connector: Connector, file_to_persist: FileToPersist) -> None:
-        assert file_to_persist.file_content is not None
-        version_blob_prefix = f"{self.key_prefix}/{connector.technical_name}/{connector.version}"
-        latest_blob_prefix = f"{self.key_prefix}/{connector.technical_name}/latest"
-        for blob_prefix in [version_blob_prefix, latest_blob_prefix]:
-            blob = self.bucket.blob(f"{blob_prefix}/{file_to_persist.file_name}")
-            blob.upload_from_string(file_to_persist.file_content)
-            self.logger.info(f"{file_to_persist.file_name} written to {blob.public_url}")
-
-    def artifact_already_exists(self, connector: Connector, file_to_persist: FileToPersist) -> bool:
-        blob_prefix = f"{self.key_prefix}/{connector.technical_name}/{connector.version}"
-        return self.bucket.blob(f"{blob_prefix}/{file_to_persist.file_name}").exists()
diff --git a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/utils.py b/airbyte-ci/connectors/connectors_insights/src/connectors_insights/utils.py
deleted file mode 100644
index b68e62b61670..000000000000
--- a/airbyte-ci/connectors/connectors_insights/src/connectors_insights/utils.py
+++ /dev/null
@@ -1,92 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import re
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-import requests
-
-if TYPE_CHECKING:
-    from typing import Callable, List, Set, Tuple
-
-    from dagger import Container
-
-from connector_ops.utils import METADATA_FILE_NAME, Connector  # type: ignore
-
-
-def remove_strict_encrypt_suffix(connector_technical_name: str) -> str:
-    """Remove the strict encrypt suffix from a connector name.
-
-    Args:
-        connector_technical_name (str): the connector name.
-
-    Returns:
-        str: the connector name without the strict encrypt suffix.
-    """
-    strict_encrypt_suffixes = [
-        "-strict-encrypt",
-        "-secure",
-    ]
-
-    for suffix in strict_encrypt_suffixes:
-        if connector_technical_name.endswith(suffix):
-            new_connector_technical_name = connector_technical_name.replace(suffix, "")
-            return new_connector_technical_name
-    return connector_technical_name
-
-
-def get_all_connectors_in_directory(directory: Path) -> Set[Connector]:
-    """Get all connectors in a directory.
-
-    Args:
-        directory (Path): the directory to search for connectors.
-
-    Returns:
-        List[Connector]: the list of connectors in the directory.
-    """
-    connectors = []
-    for connector_directory in directory.iterdir():
-        if (
-            connector_directory.is_dir()
-            and (connector_directory / METADATA_FILE_NAME).exists()
-            and "scaffold" not in str(connector_directory)
-        ):
-            connectors.append(Connector(remove_strict_encrypt_suffix(connector_directory.name)))
-    return set(connectors)
-
-
-def gcs_uri_to_bucket_key(gcs_uri: str) -> Tuple[str, str]:
-    # Ensure the GCS URI follows the expected pattern
-    match = re.match(r"^gs://([^/]+)/(.+)$", gcs_uri)
-    if not match:
-        raise ValueError(f"Invalid GCS URI: {gcs_uri}")
-
-    bucket, key = match.groups()
-    return bucket, key
-
-
-def never_fail_exec(command: List[str]) -> Callable[[Container], Container]:
-    """
-    Wrap a command execution with some bash sugar to always exit with a 0 exit code but write the actual exit code to a file.
-
-    Underlying issue:
-        When a classic dagger with_exec is returning a >0 exit code an ExecError is raised.
-        It's OK for the majority of our container interaction.
-        But some execution, like running CAT, are expected to often fail.
-        In CAT we don't want ExecError to be raised on container interaction because CAT might write updated secrets that we need to pull from the container after the test run.
-        The bash trick below is a hack to always return a 0 exit code but write the actual exit code to a file.
-        The file is then read by the pipeline to determine the exit code of the container.
-
-    Args:
-        command (List[str]): The command to run in the container.
-
-    Returns:
-        Callable: _description_
-    """
-
-    def never_fail_exec_inner(container: Container) -> Container:
-        return container.with_exec(["sh", "-c", f"{' '.join(command)}; echo $? > /exit_code"])
-
-    return never_fail_exec_inner
diff --git a/airbyte-ci/connectors/erd/README.md b/airbyte-ci/connectors/erd/README.md
deleted file mode 100644
index 7623b907d5ff..000000000000
--- a/airbyte-ci/connectors/erd/README.md
+++ /dev/null
@@ -1,40 +0,0 @@
-# erd
-
-A collection of utilities for generating ERDs.
-
-# Setup
-
-## Installation
-
-`erd` tools use [Poetry](https://github.com/python-poetry/poetry) to manage dependencies,
-and targets Python 3.11 and higher.
-
-Assuming you're in Airbyte repo root:
-
-```bash
-cd airbyte-ci/connectors/erd
-poetry install
-```
-
-## Usage
-
-Pre-requisites:
-* Env variable `GENAI_API_KEY`. Can be found at URL https://aistudio.google.com/app/apikey
-
-`poetry run erd --source-path <source path> --source-technical-name <for example, 'source-facebook-marketing'>`
-
-The script supports the option to ignore the LLM generation by passing parameter `--skip-llm-relationships`
-
-## Contributing to `erd`
-
-### Running tests
-
-To run tests locally:
-
-```bash
-poetry run pytest
-```
-
-## Changelog
-- 0.1.1: Update Python version requirement from 3.10 to 3.11.
-- 0.1.0: Initial commit
diff --git a/airbyte-ci/connectors/erd/poetry.lock b/airbyte-ci/connectors/erd/poetry.lock
deleted file mode 100644
index f2fe4611891b..000000000000
--- a/airbyte-ci/connectors/erd/poetry.lock
+++ /dev/null
@@ -1,2369 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "airbyte-cdk"
-version = "6.36.4"
-description = "A framework for writing Airbyte Connectors."
-optional = false
-python-versions = "<3.13,>=3.10"
-groups = ["main"]
-files = [
-    {file = "airbyte_cdk-6.36.4-py3-none-any.whl", hash = "sha256:a8c30929188737c80fccc660fdaef7d36893c6a7491b338761bcfe7e6a62fefa"},
-    {file = "airbyte_cdk-6.36.4.tar.gz", hash = "sha256:3e0530c9209c2ab778e8414a24b3c08b90768e9e3707e00b95dd1f351b4945e0"},
-]
-
-[package.dependencies]
-airbyte-protocol-models-dataclasses = ">=0.14,<0.15"
-backoff = "*"
-cachetools = "*"
-cryptography = ">=42.0.5,<44.0.0"
-dpath = ">=2.1.6,<3.0.0"
-dunamai = ">=1.22.0,<2.0.0"
-genson = "1.3.0"
-isodate = ">=0.6.1,<0.7.0"
-Jinja2 = ">=3.1.2,<3.2.0"
-jsonref = ">=0.2,<0.3"
-jsonschema = ">=4.17.3,<4.18.0"
-langchain_core = "0.1.42"
-nltk = "3.9.1"
-numpy = "<2"
-orjson = ">=3.10.7,<4.0.0"
-pandas = "2.2.2"
-psutil = "6.1.0"
-pydantic = ">=2.7,<3.0"
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-]
-
-[package.dependencies]
-tzdata = {version = ">=2020.1", markers = "sys_platform == \"win32\""}
-
-[[package]]
-name = "xmltodict"
-version = "0.14.2"
-description = "Makes working with XML feel like you are working with JSON"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
-    {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
-    {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
-]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.11,<3.12"
-content-hash = "e466a804bd60f1e27e46d44e15e6af3bc4fc90f0b982f21b5c493346c3e09a76"
diff --git a/airbyte-ci/connectors/erd/pyproject.toml b/airbyte-ci/connectors/erd/pyproject.toml
deleted file mode 100644
index 5fab668695f5..000000000000
--- a/airbyte-ci/connectors/erd/pyproject.toml
+++ /dev/null
@@ -1,49 +0,0 @@
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry]
-name = "erd"
-version = "0.1.1"
-description = "Contains utilities for generating ERDs."
-authors = ["Airbyte <contact@airbyte.io>"]
-license = "MIT"
-homepage = "https://github.com/airbytehq/airbyte"
-readme = "README.md"
-packages = [
-    { include = "erd", from = "src" },
-]
-
-[tool.poetry.dependencies]
-python = "^3.11,<3.12"
-airbyte-cdk = "^6.0.0"
-click = "^8.1.3"
-dpath = "^2.1.6"
-google-generativeai = "^0.7.2"
-markdown-it-py = ">=2.2.0"
-pydbml = "^1.1.0"
-pytest = "^8.1.1"
-pyyaml = "^6.0"
-
-[tool.poetry.group.dev.dependencies]
-ruff = "^0.3.0"
-mypy = "^1.8.0"
-types-pyyaml = "^6.0.12.20240311"
-
-[tool.ruff.lint]
-select = ["I", "F"]
-
-[tool.ruff.lint.isort]
-known-first-party = ["connection-retriever"]
-
-[tool.poe.tasks]
-test = "pytest tests"
-type_check = "mypy src --disallow-untyped-defs"
-pre-push = []
-
-[tool.poetry.scripts]
-erd = "erd.cli:main"
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-poe_tasks = ["type_check", "test"]
diff --git a/airbyte-ci/connectors/erd/src/erd/__init__.py b/airbyte-ci/connectors/erd/src/erd/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/erd/src/erd/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/erd/src/erd/dbml_assembler.py b/airbyte-ci/connectors/erd/src/erd/dbml_assembler.py
deleted file mode 100644
index db5d8cd16855..000000000000
--- a/airbyte-ci/connectors/erd/src/erd/dbml_assembler.py
+++ /dev/null
@@ -1,240 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from pathlib import Path
-from typing import List, Set, Union
-
-import yaml
-from airbyte_cdk.models import (
-    AirbyteCatalog,
-    AirbyteStream,
-)
-from airbyte_cdk.sources.declarative.parsers.manifest_reference_resolver import (
-    ManifestReferenceResolver,
-)
-from pydbml import Database  # type: ignore  # missing library stubs or py.typed marker
-from pydbml.classes import (  # type: ignore  # missing library stubs or py.typed marker
-    Column,
-    Index,
-    Reference,
-    Table,
-)
-
-from erd.relationships import Relationships
-
-
-class Source:
-    def __init__(self, source_folder: Path, source_technical_name: str) -> None:
-        self._source_folder = source_folder
-        self._source_technical_name = source_technical_name
-
-    def is_dynamic(self, stream_name: str) -> bool:
-        """
-        This method is a very flaky heuristic to know if a stream is dynamic or not. A stream will be considered dynamic if:
-        * The stream name is in the schemas folder
-        * The stream is within the manifest and the schema definition is `InlineSchemaLoader`
-        """
-        manifest_static_streams = set()
-        if self._has_manifest():
-            with open(self._get_manifest_path()) as manifest_file:
-                resolved_manifest = ManifestReferenceResolver().preprocess_manifest(
-                    yaml.safe_load(manifest_file)
-                )
-            for stream in resolved_manifest["streams"]:
-                if "schema_loader" not in stream:
-                    # stream is assumed to have `DefaultSchemaLoader` which will show in the schemas folder so we can skip
-                    continue
-                if stream["schema_loader"]["type"] == "InlineSchemaLoader":
-                    name = (
-                        stream["name"]
-                        if "name" in stream
-                        else stream.get("$parameters").get("name", None)
-                    )
-                    if not name:
-                        print(f"Could not retrieve name for this stream: {stream}")
-                        continue
-                    manifest_static_streams.add(
-                        stream["name"]
-                        if "name" in stream
-                        else stream.get("$parameters").get("name", None)
-                    )
-
-        return (
-            stream_name
-            not in manifest_static_streams | self._get_streams_from_schemas_folder()
-        )
-
-    def _get_streams_from_schemas_folder(self) -> Set[str]:
-        schemas_folder = (
-            self._source_folder
-            / self._source_technical_name.replace("-", "_")
-            / "schemas"
-        )
-        return (
-            {
-                p.name.replace(".json", "")
-                for p in schemas_folder.iterdir()
-                if p.is_file()
-            }
-            if schemas_folder.exists()
-            else set()
-        )
-
-    def _get_manifest_path(self) -> Path:
-        return (
-            self._source_folder
-            / self._source_technical_name.replace("-", "_")
-            / "manifest.yaml"
-        )
-
-    def _has_manifest(self) -> bool:
-        return self._get_manifest_path().exists()
-
-
-class DbmlAssembler:
-    def assemble(
-        self,
-        source: Source,
-        discovered_catalog: AirbyteCatalog,
-        relationships: Relationships,
-    ) -> Database:
-        database = Database()
-        for stream in discovered_catalog.streams:
-            if source.is_dynamic(stream.name):
-                print(f"Skipping stream {stream.name} as it is dynamic")
-                continue
-
-            database.add(self._create_table(stream))
-
-        self._add_references(source, database, relationships)
-
-        return database
-
-    def _create_table(self, stream: AirbyteStream) -> Table:
-        dbml_table = Table(stream.name)
-        for property_name, property_information in stream.json_schema.get(
-            "properties"
-        ).items():
-            try:
-                dbml_table.add_column(
-                    Column(
-                        name=property_name,
-                        type=self._extract_type(property_information["type"]),
-                        pk=self._is_pk(stream, property_name),
-                    )
-                )
-            except (KeyError, ValueError) as exception:
-                print(f"Ignoring field {property_name}: {exception}")
-                continue
-
-        if (
-            stream.source_defined_primary_key
-            and len(stream.source_defined_primary_key) > 1
-        ):
-            if any(map(lambda key: len(key) != 1, stream.source_defined_primary_key)):
-                raise ValueError(
-                    f"Does not support nested key as part of primary key `{stream.source_defined_primary_key}`"
-                )
-
-            composite_key_columns = [
-                column
-                for key in stream.source_defined_primary_key
-                for column in dbml_table.columns
-                if column.name in key
-            ]
-            if len(composite_key_columns) < len(stream.source_defined_primary_key):
-                raise ValueError("Unexpected error: missing PK column from dbml table")
-
-            dbml_table.add_index(
-                Index(
-                    subjects=composite_key_columns,
-                    pk=True,
-                )
-            )
-        return dbml_table
-
-    def _add_references(
-        self, source: Source, database: Database, relationships: Relationships
-    ) -> None:
-        for stream in relationships["streams"]:
-            for column_name, relationship in stream["relations"].items():
-                if source.is_dynamic(stream["name"]):
-                    print(
-                        f"Skipping relationship as stream {stream['name']} from relationship is dynamic"
-                    )
-                    continue
-
-                try:
-                    target_table_name, target_column_name = relationship.split(
-                        ".", 1
-                    )  # we support the field names having dots but not stream name hence we split on the first dot only
-                except ValueError as exception:
-                    raise ValueError(
-                        f"Could not handle relationship {relationship}"
-                    ) from exception
-
-                if source.is_dynamic(target_table_name):
-                    print(
-                        f"Skipping relationship as target stream {target_table_name} is dynamic"
-                    )
-                    continue
-
-                try:
-                    database.add_reference(
-                        Reference(
-                            type="<>",  # we don't have the information of which relationship type it is so we assume many-to-many for now
-                            col1=self._get_column(
-                                database, stream["name"], column_name
-                            ),
-                            col2=self._get_column(
-                                database, target_table_name, target_column_name
-                            ),
-                        )
-                    )
-                except ValueError as exception:
-                    print(f"Skipping relationship: {exception}")
-
-    def _extract_type(self, property_type: Union[str, List[str]]) -> str:
-        if isinstance(property_type, str):
-            return property_type
-
-        types = list(property_type)
-        if "null" in types:
-            # As we flag everything as nullable (except PK and cursor field), there is little value in keeping the information in order to
-            # show this in DBML
-            types.remove("null")
-        if len(types) != 1:
-            raise ValueError(
-                f"Expected only one type apart from `null` but got {len(types)}: {property_type}"
-            )
-        return types[0]
-
-    def _is_pk(self, stream: AirbyteStream, property_name: str) -> bool:
-        return stream.source_defined_primary_key == [[property_name]]
-
-    def _get_column(
-        self, database: Database, table_name: str, column_name: str
-    ) -> Column:
-        matching_tables = list(
-            filter(lambda dbml_table: dbml_table.name == table_name, database.tables)
-        )
-        if len(matching_tables) == 0:
-            raise ValueError(f"Could not find table {table_name}")
-        elif len(matching_tables) > 1:
-            raise ValueError(
-                f"Unexpected error: many tables found with name {table_name}"
-            )
-
-        table: Table = matching_tables[0]
-        matching_columns = list(
-            filter(lambda column: column.name == column_name, table.columns)
-        )
-        if len(matching_columns) == 0:
-            raise ValueError(
-                f"Could not find column {column_name} in table {table_name}. Columns are: {table.columns}"
-            )
-        elif len(matching_columns) > 1:
-            raise ValueError(
-                f"Unexpected error: many columns found with name {column_name} for table {table_name}"
-            )
-
-        return matching_columns[0]
diff --git a/airbyte-ci/connectors/erd/src/erd/erd_service.py b/airbyte-ci/connectors/erd/src/erd/erd_service.py
deleted file mode 100644
index 8a07c918e8c4..000000000000
--- a/airbyte-ci/connectors/erd/src/erd/erd_service.py
+++ /dev/null
@@ -1,151 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import copy
-import json
-from pathlib import Path
-from typing import Any
-
-import dpath
-import google.generativeai as genai  # type: ignore  # missing library stubs or py.typed marker
-from airbyte_cdk.models import (
-    AirbyteCatalog,
-)
-from markdown_it import MarkdownIt
-from pydbml.renderer.dbml.default import (  # type: ignore  # missing library stubs or py.typed marker
-    DefaultDBMLRenderer,  # type: ignore  # missing library stubs or py.typed marker
-)
-
-from erd.dbml_assembler import DbmlAssembler, Source
-from erd.relationships import Relationships, RelationshipsMerger
-
-
-class ErdService:
-    def __init__(self, source_technical_name: str, source_path: Path) -> None:
-        self._source_technical_name = source_technical_name
-        self._source_path = source_path
-        self._model = genai.GenerativeModel("gemini-1.5-flash")
-
-        if not self._discovered_catalog_path.exists():
-            raise ValueError(
-                f"Could not find discovered catalog at path {self._discovered_catalog_path}"
-            )
-
-    def generate_estimated_relationships(self) -> None:
-        normalized_catalog = self._normalize_schema_catalog(self._get_catalog())
-        estimated_relationships = self._get_relations_from_gemini(
-            source_name=self._source_path.name, catalog=normalized_catalog
-        )
-        with open(
-            self._estimated_relationships_file, "w"
-        ) as estimated_relationship_file:
-            json.dump(estimated_relationships, estimated_relationship_file, indent=4)
-
-    def write_dbml_file(self) -> None:
-        database = DbmlAssembler().assemble(
-            Source(self._source_path, self._source_technical_name),
-            self._get_catalog(),
-            RelationshipsMerger().merge(
-                self._get_relationships(self._estimated_relationships_file),
-                self._get_relationships(self._confirmed_relationships_file),
-            ),
-        )
-
-        with open(self._erd_folder / "source.dbml", "w") as f:
-            f.write(DefaultDBMLRenderer.render_db(database))
-
-    @staticmethod
-    def _normalize_schema_catalog(catalog: AirbyteCatalog) -> dict[str, Any]:
-        """
-        Foreign key cannot be of type object or array, therefore, we can remove these properties.
-        :param schema: json_schema in draft7
-        :return: json_schema in draft7 with TOP level properties only.
-        """
-        streams = copy.deepcopy(catalog.model_dump())["streams"]
-        for stream in streams:
-            to_rem = dpath.search(
-                stream["json_schema"]["properties"],
-                ["**"],
-                afilter=lambda x: isinstance(x, dict)
-                and (
-                    "array" in str(x.get("type", ""))
-                    or "object" in str(x.get("type", ""))
-                ),
-            )
-            for key in to_rem:
-                stream["json_schema"]["properties"].pop(key)
-        return streams  # type: ignore  # as this comes from an AirbyteCatalog dump, the format should be fine
-
-    def _get_relations_from_gemini(
-        self, source_name: str, catalog: dict[str, Any]
-    ) -> Relationships:
-        """
-
-        :param source_name:
-        :param catalog:
-        :return: {"streams":[{'name': 'ads', 'relations': {'account_id': 'ad_account.id', 'campaign_id': 'campaigns.id', 'adset_id': 'ad_sets.id'}}, ...]}
-        """
-        system = "You are an Database developer in charge of communicating well to your users."
-
-        source_desc = """
-You are working on the {source_name} API service.
-
-The current JSON Schema format is as follows:
-{current_schema}, where "streams" has a list of streams, which represents database tables, and list of properties in each, which in turn, represent DB columns. Streams presented in list are the only available ones.
-Generate and add a `foreign_key` with reference for each field in top level of properties that is helpful in understanding what the data represents and how are streams related to each other. Pay attention to fields ends with '_id'.
-        """.format(source_name=source_name, current_schema=catalog)
-        task = """
-Please provide answer in the following format:
-{streams: [{"name": "<stream_name>", "relations": {"<foreign_key>": "<ref_table.column_name>"} }]}
-Pay extra attention that in <ref_table.column_name>" "ref_table" should be one of the list of streams, and "column_name" should be one of the property in respective reference stream.
-Limitations:
-- Not all tables should have relations
-- Reference should point to 1 table only.
-- table cannot reference on itself, on other words, e.g. `ad_account` cannot have relations with "ad_account" as a "ref_table"
-        """
-        response = self._model.generate_content(f"{system} {source_desc} {task}")
-        md = MarkdownIt("commonmark")
-        tokens = md.parse(response.text)
-        response_json = json.loads(tokens[0].content)
-        return response_json  # type: ignore  # we blindly assume Gemini returns a response with the Relationships format as asked
-
-    @staticmethod
-    def _get_relationships(path: Path) -> Relationships:
-        if not path.exists():
-            return {"streams": []}
-
-        with open(path, "r") as file:
-            return json.load(file)  # type: ignore  # we assume the content of the file matches Relationships
-
-    def _get_catalog(self) -> AirbyteCatalog:
-        with open(self._discovered_catalog_path, "r") as file:
-            try:
-                return AirbyteCatalog.model_validate(json.loads(file.read()))
-            except json.JSONDecodeError as error:
-                raise ValueError(
-                    f"Could not read json file {self._discovered_catalog_path}: {error}. Please ensure that it is a valid JSON."
-                )
-
-    @property
-    def _erd_folder(self) -> Path:
-        """
-        Note: if this folder change, make sure to update the exported folder in the pipeline
-        """
-        path = self._source_path / "erd"
-        if not path.exists():
-            path.mkdir()
-        return path
-
-    @property
-    def _estimated_relationships_file(self) -> Path:
-        return self._erd_folder / "estimated_relationships.json"
-
-    @property
-    def _confirmed_relationships_file(self) -> Path:
-        return self._erd_folder / "confirmed_relationships.json"
-
-    @property
-    def _discovered_catalog_path(self) -> Path:
-        """
-        Note: if this folder change, make sure to update the exported folder in the pipeline
-        """
-        return self._source_path / "erd" / "discovered_catalog.json"
diff --git a/airbyte-ci/connectors/erd/src/erd/relationships.py b/airbyte-ci/connectors/erd/src/erd/relationships.py
deleted file mode 100644
index 432b19981124..000000000000
--- a/airbyte-ci/connectors/erd/src/erd/relationships.py
+++ /dev/null
@@ -1,79 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import copy
-from typing import List, Optional, TypedDict
-
-from typing_extensions import NotRequired
-
-
-class Relationship(TypedDict):
-    name: str
-    relations: dict[str, str]
-    false_positives: NotRequired[dict[str, str]]
-
-
-Relationships = TypedDict("Relationships", {"streams": List[Relationship]})
-
-
-class RelationshipsMerger:
-    def merge(
-        self,
-        estimated_relationships: Relationships,
-        confirmed_relationships: Relationships,
-    ) -> Relationships:
-        streams = []
-        for estimated_stream in estimated_relationships["streams"]:
-            confirmed_relationships_for_stream = self._get_stream(
-                confirmed_relationships, estimated_stream["name"]
-            )
-            if confirmed_relationships_for_stream:
-                streams.append(
-                    self._merge_for_stream(
-                        estimated_stream, confirmed_relationships_for_stream
-                    )
-                )  # type: ignore  # at this point, we know confirmed_relationships_for_stream is not None
-            else:
-                streams.append(estimated_stream)
-
-        already_processed_streams = set(
-            map(lambda relationship: relationship["name"], streams)
-        )
-        for confirmed_stream in confirmed_relationships["streams"]:
-            if confirmed_stream["name"] not in already_processed_streams:
-                streams.append(
-                    {
-                        "name": confirmed_stream["name"],
-                        "relations": confirmed_stream["relations"],
-                    }
-                )
-        return {"streams": streams}
-
-    def _merge_for_stream(
-        self, estimated: Relationship, confirmed: Relationship
-    ) -> Relationship:
-        relations = copy.deepcopy(confirmed.get("relations", {}))
-
-        # get estimated but filter out false positives
-        for field, target in estimated.get("relations", {}).items():
-            false_positives = (
-                confirmed["false_positives"] if "false_positives" in confirmed else {}
-            )
-            if field not in relations and (
-                field not in false_positives
-                or false_positives.get(field, None) != target
-            ):  # type: ignore  # at this point, false_positives should not be None
-                relations[field] = target
-
-        return {
-            "name": estimated["name"],
-            "relations": relations,
-        }
-
-    def _get_stream(
-        self, relationships: Relationships, stream_name: str
-    ) -> Optional[Relationship]:
-        for stream in relationships["streams"]:
-            if stream.get("name", None) == stream_name:
-                return stream
-
-        return None
diff --git a/airbyte-ci/connectors/erd/tests/__init__.py b/airbyte-ci/connectors/erd/tests/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/erd/tests/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/erd/tests/builder.py b/airbyte-ci/connectors/erd/tests/builder.py
deleted file mode 100644
index e743edd2be50..000000000000
--- a/airbyte-ci/connectors/erd/tests/builder.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from erd.relationships import Relationship
-
-
-class RelationshipBuilder:
-    def __init__(self, stream_name: str) -> None:
-        self._name = stream_name
-        self._relations: dict[str, str] = {}
-        self._false_positives: dict[str, str] = {}
-
-    def with_relationship(self, column: str, target: str) -> "RelationshipBuilder":
-        self._relations[column] = target
-        return self
-
-    def with_false_positive(self, column: str, target: str) -> "RelationshipBuilder":
-        self._false_positives[column] = target
-        return self
-
-    def build(self) -> Relationship:
-        result = {
-            "name": self._name,
-            "relations": self._relations,
-        }
-        if self._false_positives:
-            result["false_positives"] = self._false_positives
-        return result
diff --git a/airbyte-ci/connectors/erd/tests/test_dbml_assembler.py b/airbyte-ci/connectors/erd/tests/test_dbml_assembler.py
deleted file mode 100644
index 08356e99856b..000000000000
--- a/airbyte-ci/connectors/erd/tests/test_dbml_assembler.py
+++ /dev/null
@@ -1,69 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from unittest import TestCase
-from unittest.mock import Mock
-
-from airbyte_cdk.models import AirbyteCatalog, AirbyteStream, SyncMode
-
-from erd.dbml_assembler import DbmlAssembler, Source
-from tests.builder import RelationshipBuilder
-
-_A_STREAM_NAME = "a_stream_name"
-
-
-class RelationshipsMergerTest(TestCase):
-    def setUp(self) -> None:
-        self._source = Mock(spec=Source)
-        self._source.is_dynamic.return_value = False
-        self._assembler = DbmlAssembler()
-
-    def test_given_no_streams_then_database_is_empty(self) -> None:
-        dbml = self._assembler.assemble(
-            self._source,
-            AirbyteCatalog(streams=[]),
-            {"streams": [RelationshipBuilder(_A_STREAM_NAME).build()]},
-        )
-        assert not dbml.tables
-
-    def test_given_stream_is_dynamic_then_ignore(self) -> None:
-        self._source.is_dynamic.return_value = True
-        dbml = self._assembler.assemble(
-            self._source,
-            AirbyteCatalog(
-                streams=[
-                    AirbyteStream(
-                        name=_A_STREAM_NAME,
-                        json_schema={"properties": {}},
-                        supported_sync_modes=[SyncMode.full_refresh],
-                    )
-                ]
-            ),
-            {"streams": [RelationshipBuilder(_A_STREAM_NAME).build()]},
-        )
-        assert not dbml.tables
-
-    def test_given_stream_then_populate_table(self) -> None:
-        dbml = self._assembler.assemble(
-            self._source,
-            AirbyteCatalog(
-                streams=[
-                    AirbyteStream(
-                        name=_A_STREAM_NAME,
-                        json_schema={
-                            "properties": {
-                                "a_primary_key": {"type": ["null", "string"]},
-                                "an_integer": {"type": ["null", "number"]},
-                            }
-                        },
-                        supported_sync_modes=[SyncMode.full_refresh],
-                        source_defined_primary_key=[["a_primary_key"]],
-                    )
-                ]
-            ),
-            {"streams": [RelationshipBuilder(_A_STREAM_NAME).build()]},
-        )
-        assert len(dbml.tables) == 1
-        assert len(dbml.tables[0].columns) == 2
-        assert dbml.tables[0].columns[0].name == "a_primary_key"
-        assert dbml.tables[0].columns[0].pk
-        assert dbml.tables[0].columns[1].name == "an_integer"
diff --git a/airbyte-ci/connectors/erd/tests/test_relationships.py b/airbyte-ci/connectors/erd/tests/test_relationships.py
deleted file mode 100644
index 968928eb1763..000000000000
--- a/airbyte-ci/connectors/erd/tests/test_relationships.py
+++ /dev/null
@@ -1,130 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from unittest import TestCase
-
-from erd.relationships import Relationships, RelationshipsMerger
-from tests.builder import RelationshipBuilder
-
-_A_STREAM_NAME = "a_stream_name"
-_A_COLUMN = "a_column"
-_ANOTHER_COLUMN = "another_column"
-_A_TARGET = "a_target_table.a_target_column"
-_ANOTHER_TARGET = "another_target_table.a_target_column"
-
-
-class RelationshipsMergerTest(TestCase):
-    def setUp(self) -> None:
-        self._merger = RelationshipsMerger()
-
-    def test_given_no_confirmed_then_return_estimation(self) -> None:
-        estimated: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_A_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-        confirmed: Relationships = {"streams": []}
-
-        merged = self._merger.merge(estimated, confirmed)
-
-        assert merged == estimated
-
-    def test_given_confirmed_as_false_positive_then_remove_from_estimation(
-        self,
-    ) -> None:
-        estimated: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_A_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-        confirmed: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_false_positive(_A_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-
-        merged = self._merger.merge(estimated, confirmed)
-
-        assert merged == {"streams": [{"name": "a_stream_name", "relations": {}}]}
-
-    def test_given_no_estimated_but_confirmed_then_return_confirmed_without_false_positives(
-        self,
-    ) -> None:
-        estimated: Relationships = {"streams": []}
-        confirmed: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_A_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-
-        merged = self._merger.merge(estimated, confirmed)
-
-        assert merged == confirmed
-
-    def test_given_different_columns_then_return_both(self) -> None:
-        estimated: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_A_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-        confirmed: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_ANOTHER_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-
-        merged = self._merger.merge(estimated, confirmed)
-
-        assert merged == {
-            "streams": [
-                {
-                    "name": "a_stream_name",
-                    "relations": {
-                        _A_COLUMN: _A_TARGET,
-                        _ANOTHER_COLUMN: _A_TARGET,
-                    },
-                }
-            ]
-        }
-
-    def test_given_same_column_but_different_value_then_prioritize_confirmed(
-        self,
-    ) -> None:
-        estimated: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_A_COLUMN, _A_TARGET)
-                .build()
-            ]
-        }
-        confirmed: Relationships = {
-            "streams": [
-                RelationshipBuilder(_A_STREAM_NAME)
-                .with_relationship(_A_COLUMN, _ANOTHER_TARGET)
-                .build()
-            ]
-        }
-
-        merged = self._merger.merge(estimated, confirmed)
-
-        assert merged == {
-            "streams": [
-                {
-                    "name": "a_stream_name",
-                    "relations": {
-                        _A_COLUMN: _ANOTHER_TARGET,
-                    },
-                }
-            ]
-        }
diff --git a/airbyte-ci/connectors/live-tests/.gitignore b/airbyte-ci/connectors/live-tests/.gitignore
deleted file mode 100644
index 452eecef73dd..000000000000
--- a/airbyte-ci/connectors/live-tests/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-regression_tests_artifacts
diff --git a/airbyte-ci/connectors/live-tests/README.md b/airbyte-ci/connectors/live-tests/README.md
deleted file mode 100644
index c866821115bc..000000000000
--- a/airbyte-ci/connectors/live-tests/README.md
+++ /dev/null
@@ -1,420 +0,0 @@
-# Connector Live Testing
-
-This project contains utilities for running connector tests against live data.
-
-## Requirements
-
-- `docker`
-- `Python ^3.11`
-- `pipx`
-- `poetry`
-
-## Install
-
-```bash
-# From airbyte-ci/connectors/live-tests
-poetry install
-```
-
-Note that `poetry lock` + `poetry install` didn't seem to have impact on the version of connection_retriever. In order to update this dependency to the latest, I had to `poetry add git+https://github.com/airbytehq/airbyte-platform-internal.git@master#subdirectory=tools/connection-retriever`. 
-
-## Regression tests
-
-We created a regression test suite to run tests to compare the outputs of connector commands on different versions of the same connector.
-
-## Validation tests
-
-The validation test suite makes assertions about the output of airbyte commands for the target version of the connector only.
-
-## Tutorial(s)
-
-- [Loom Walkthrough (Airbyte Only)](https://www.loom.com/share/97c49d7818664b119cff6911a8a211a2?sid=4570a5b6-9c81-4db3-ba33-c74dc5845c3c)
-- [Internal Docs (Airbyte Only)](https://docs.google.com/document/d/1pzTxJTsooc9iQDlALjvOWtnq6yRTvzVtbkJxY4R36_I/edit)
-
-### How to Use
-
-> ⚠️ **Note:** While you can use this tool without building a dev image, to achieve your goals you will likely need to have installed [airbyte-ci](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) and know how to build a dev image.
-
-You can run the existing test suites with the following command:
-
-#### With local connection objects (`config.json`, `catalog.json`, `state.json`)
-
-```bash
-poetry run pytest src/live_tests \
- --connector-image=airbyte/source-faker \
- --config-path=<path-to-config-path> \
- --catalog-path=<path-to-catalog-path> \
- --target-version=dev \
- --pr-url=<PR-URL> # The URL of the PR you are testing
-```
-
-#### Using a live connection
-
-The live connection objects will be fetched.
-
-```bash
- poetry run pytest src/live_tests \
- --connector-image=airbyte/source-faker \
- --target-version=dev \
-  --pr-url=<PR-URL> # The URL of the PR you are testing
-```
-
-You can also pass local connection objects path to override the live connection objects with `--config-path`, `--state-path` or `--catalog-path`.
-
-#### Test artifacts
-
-The test suite run will produce test artifacts in the `/tmp/regression_tests_artifacts/` folder.
-**They will get cleared after each test run on prompt exit. Please do not copy them elsewhere in your filesystem as they contain sensitive data that are not meant to be stored outside of your debugging session!**
-
-##### Artifacts types
-
-- `report.html`: A report of the test run.
-- `stdout.log`: The collected standard output following the command execution
-- `stderr.log`: The collected standard error following the command execution
-- `http_dump.mitm`: An `mitmproxy` http stream log. Can be consumed with `mitmweb` (version `>=10`) for debugging.
-- `http_dump.har`: An `mitmproxy` http stream log in HAR format (a JSON encoded version of the mitm dump).
-- `airbyte_messages`: A directory containing `.jsonl` files for each message type (logs, records, traces, controls, states etc.) produced by the connector.
-- `duck.db`: A DuckDB database containing the messages produced by the connector.
-- `dagger.log`: The log of the Dagger session, useful for debugging errors unrelated to the tests.
-
-**Tests can also write specific artifacts like diffs under a directory named after the test function.**
-
-```
-/tmp/regression_tests_artifacts
-└── session_1710754231
-    ├── duck.db
-    |── report.html
-    ├── command_execution_artifacts
-    │   └── source-orb
-    │       ├── check
-    │       │   ├── dev
-    │       │   │   ├── airbyte_messages
-    │       │   │   │   ├── connection_status.jsonl
-    │       │   │   │   └── logs.jsonl
-    │       │   │   ├── http_dump.har
-    │       │   │   ├── http_dump.mitm
-    │       │   │   ├── stderr.log
-    │       │   │   └── stdout.log
-    │       │   └── latest
-    │       │       ├── airbyte_messages
-    │       │       │   ├── connection_status.jsonl
-    │       │       │   └── logs.jsonl
-    │       │       ├── http_dump.har
-    │       │       ├── http_dump.mitm
-    │       │       ├── stderr.log
-    │       │       └── stdout.log
-    │       ├── discover
-    │       │   ├── dev
-    │       │   │   ├── airbyte_messages
-    │       │   │   │   └── catalog.jsonl
-    │       │   │   ├── http_dump.har
-    │       │   │   ├── http_dump.mitm
-    │       │   │   ├── stderr.log
-    │       │   │   └── stdout.log
-    │       │   └── latest
-    │       │       ├── airbyte_messages
-    │       │       │   └── catalog.jsonl
-    │       │       ├── http_dump.har
-    │       │       ├── http_dump.mitm
-    │       │       ├── stderr.log
-    │       │       └── stdout.log
-    │       ├── read-with-state
-    │       │   ├── dev
-    │       │   │   ├── airbyte_messages
-    │       │   │   │   ├── logs.jsonl
-    │       │   │   │   ├── records.jsonl
-    │       │   │   │   ├── states.jsonl
-    │       │   │   │   └── traces.jsonl
-    │       │   │   ├── http_dump.har
-    │       │   │   ├── http_dump.mitm
-    │       │   │   ├── stderr.log
-    │       │   │   └── stdout.log
-    │       │   └── latest
-    │       │       ├── airbyte_messages
-    │       │       │   ├── logs.jsonl
-    │       │       │   ├── records.jsonl
-    │       │       │   ├── states.jsonl
-    │       │       │   └── traces.jsonl
-    │       │       ├── http_dump.har
-    │       │       ├── http_dump.mitm
-    │       │       ├── stderr.log
-    │       │       └── stdout.log
-    │       └── spec
-    │           ├── dev
-    │           │   ├── airbyte_messages
-    │           │   │   └── spec.jsonl
-    │           │   ├── stderr.log
-    │           │   └── stdout.log
-    │           └── latest
-    │               ├── airbyte_messages
-    │               │   └── spec.jsonl
-    │               ├── stderr.log
-    │               └── stdout.log
-    └── dagger.log
-```
-
-#### HTTP Proxy and caching
-
-We use a containerized `mitmproxy` to capture the HTTP traffic between the connector and the source. Connector command runs produce `http_dump.mitm` (can be consumed with `mitmproxy` (version `>=10`) for debugging) and `http_dump.har` (a JSON encoded version of the mitm dump) artifacts.
-The traffic recorded on the control connector is passed to the target connector proxy to cache the responses for requests with the same URL. This is useful to avoid hitting the source API multiple times when running the same command on different versions of the connector.
-
-### Custom CLI Arguments
-
-| Argument                   | Description                                                                                                                                  | Required/Optional |
-|----------------------------|----------------------------------------------------------------------------------------------------------------------------------------------| ----------------- |
-| `--connector-image`        | Docker image name of the connector to debug (e.g., `airbyte/source-faker`, `airbyte/source-faker`).                                          | Required          |
-| `--control-version`        | Version of the control connector for regression testing. Must be an unambiguous connector version (e.g. 1.2.3 rather than `latest`)          | Required          |
-| `--target-version`         | Version of the connector being tested. (Defaults to dev)                                                                                     | Optional          |
-| `--pr-url`                 | URL of the pull request being tested.                                                                                                        | Required          |
-| `--connection-id`          | ID of the connection for live testing. If not provided, a prompt will appear to choose.                                                      | Optional          |
-| `--config-path`            | Path to the custom source configuration file.                                                                                                | Optional          |
-| `--catalog-path`           | Path to the custom configured catalog file.                                                                                                  | Optional          |
-| `--state-path`             | Path to the custom state file.                                                                                                               | Optional          |
-| `--http-cache`             | Use the HTTP cache for the connector.                                                                                                        | Optional          |
-| `--run-id`                 | Unique identifier for the test run. If not provided, a timestamp will be used.                                                               | Optional          |
-| `--auto-select-connection` | Automatically select a connection for testing.                                                                                               | Optional          |
-| `--stream`                 | Name of the stream to test. Can be specified multiple times to test multiple streams.                                                        | Optional          |
-| `--should-read-with-state` | Specify whether to read with state. If not provided, a prompt will appear to choose.                                                         | Optional          |
-| `--disable-proxy`          | Specify whether to disable proxy. If not provided, a proxy will be enabled.                                                                  | Optional          |
-| `--test-evaluation-mode`   | Whether to run tests in "diagnostic" mode or "strict" mode. In diagnostic mode, eligible tests will always pass unless there's an exception. | Optional          |
-| `--connection-subset`      | The subset of connections to select from. Possible values are "sandboxes" or "all" (defaults to sandboxes).                                  | Optional          |
-
-## Changelog
-
-
-### 0.21.4
-Update connection id to use first 8 chars in the report
-
-### 0.21.3
-Update dependencies to avoid genson issue
-
-### 0.21.2
-Fix selected streams filter in regression tests
-
-### 0.21.1
-Update Python version requirement from 3.10 to 3.11.
-
-### 0.21.0
-Add `disable_proxy` flag
-
-
-### 0.20.0
-Support multiple connection objects in the regression tests suite.
-
-
-### 0.19.10
-Pin the connection retriever until we make required changes to support the new version.
-
-
-### 0.19.8
-
-Give ownership of copied connection object files to the image user to make sure it has permission to write them (config migration).
-
-### 0.19.7
-
-Mount connection objects to readable paths in the container for rootless images.
-
-### 0.19.6
-
-Write connector output to a different in container path to avoid permission issues now that connector images are rootless.
-
-### 0.19.5
-
-Fix `ZeroDivisionError` in Regression test tool
-
-### 0.19.4
-
-Update `connection_retriever` to 0.7.4
-
-### 0.19.3
-
-Update `get_container_from_id` with the correct new Dagger API.
-
-### 0.19.2
-
-Update Dagger to 0.13.3
-
-### 0.19.1
-
-Fixed the `UserDict` type annotation not found bug.
-
-### 0.19.0
-
-Delete the `debug`command.
-
-### 0.18.8
-
-Improve error message when failing to retrieve connection.
-Ask to double-check that a sync ran with the control version on the selected connection.
-
-### 0.18.7
-
-Improve error message when failing to retrieve connection.
-
-### 0.18.6
-
-Disable the `SortQueryParams` MITM proxy addon to avoid double URL encoding.
-
-### 0.18.5
-
-Relax test_oneof_usage criteria for constant value definitions in connector SPEC output.
-
-### 0.18.4
-
-Bugfix: Use connection-retriever 0.7.2
-
-### 0.18.3
-
-Updated dependencies.
-
-### 0.18.2
-
-Allow live tests with or without state in CI.
-
-### 0.18.1
-
-Fix extra argument.
-
-### 0.18.0
-
-Add support for selecting from a subset of connections.
-
-### 0.17.8
-
-Fix the self-signed certificate path we bind to Python connectors.
-
-### 0.17.7
-
-Explicitly pass the control version to the connection retriever. Defaults to the latest released version of the connector under test.
-
-### 0.17.6
-
-Display diagnostic test with warning.
-
-### 0.17.5
-
-Performance improvements using caching.
-
-### 0.17.4
-
-Fix control image when running tests in CI.
-
-### 0.17.3
-
-Pin requests dependency.
-
-### 0.17.2
-
-Fix duckdb dependency.
-
-### 0.17.1
-
-Bump the connection-retriever version to fix deprecated query.
-
-### 0.17.0
-
-Enable running in GitHub actions.
-
-### 0.16.0
-
-Enable running with airbyte-ci.
-
-### 0.15.0
-
-Automatic retrieval of connection objects for regression tests. The connection id is not required anymore.
-
-### 0.14.2
-
-Fix KeyError when target & control streams differ.
-
-### 0.14.1
-
-Improve performance when reading records per stream.
-
-### 0.14.0
-
-Track usage via Segment.
-
-### 0.13.0
-
-Show test docstring in the test report.
-
-### 0.12.0
-
-Implement a test to compare schema inferred on both control and target version.
-
-### 0.11.0
-
-Create a global duckdb instance to store messages produced by the connector in target and control version.
-
-### 0.10.0
-
-Show record count per stream in report and list untested streams.
-
-### 0.9.0
-
-Make the regressions tests suite better at handling large connector outputs.
-
-### 0.8.1
-
-Improve diff output.
-
-### 0.8.0
-
-Regression tests: add an HTML report.
-
-### 0.7.0
-
-Improve the proxy workflow and caching logic + generate HAR files.
-
-### 0.6.6
-
-Exit pytest if connection can't be retrieved.
-
-### 0.6.6
-
-Cleanup debug files when prompt is closed.
-
-### 0.6.5
-
-Improve ConnectorRunner logging.
-
-### 0.6.4
-
-Add more data integrity checks to the regression tests suite.
-
-### 0.6.3
-
-Make catalog diffs more readable.
-
-### 0.6.2
-
-Clean up regression test artifacts on any exception.
-
-### 0.6.1
-
-Modify diff output for `discover` and `read` tests.
-
-### 0.5.1
-
-Handle connector command execution errors.
-
-### 0.5.0
-
-Add new tests and confirmation prompts.
-
-### 0.4.0
-
-Introduce DuckDB to store the messages produced by the connector.
-
-### 0.3.0
-
-Pass connection id to the regression tests suite.
-
-### 0.2.0
-
-Declare the regression tests suite.
-
-### 0.1.0
-
-Implement initial primitives and a `debug` command to run connector commands and persist the outputs to local storage.
diff --git a/airbyte-ci/connectors/live-tests/poetry.lock b/airbyte-ci/connectors/live-tests/poetry.lock
deleted file mode 100644
index 254f971fdab4..000000000000
--- a/airbyte-ci/connectors/live-tests/poetry.lock
+++ /dev/null
@@ -1,4667 +0,0 @@
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-
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-]
-
-[package.dependencies]
-cffi = {version = ">=1.11", markers = "platform_python_implementation == \"PyPy\""}
-
-[package.extras]
-cffi = ["cffi (>=1.11)"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.11,<3.12"
-content-hash = "d6f93822b88fad4aaf0ae5d60932e0e93d9e95aa79fdddc44f9f6045387d3b4c"
diff --git a/airbyte-ci/connectors/live-tests/pyproject.toml b/airbyte-ci/connectors/live-tests/pyproject.toml
deleted file mode 100644
index 6f1a882b0590..000000000000
--- a/airbyte-ci/connectors/live-tests/pyproject.toml
+++ /dev/null
@@ -1,75 +0,0 @@
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry]
-name = "live-tests"
-version = "0.21.4"
-description = "Contains utilities for testing connectors against live data."
-authors = ["Airbyte <contact@airbyte.io>"]
-license = "MIT"
-homepage = "https://github.com/airbytehq/airbyte"
-readme = "README.md"
-packages = [
-    { include = "live_tests", from = "src" },
-]
-
-[tool.poetry.dependencies]
-python = "^3.11,<3.12"
-airbyte-protocol-models = "<1.0.0"
-cachetools = "~=5.3.3"
-dagger-io = "==0.13.3"
-decorator = ">=5.1.1"
-deepdiff = "6.7.1"
-jsonschema = "*"
-pydantic = "*"
-pytest-asyncio = "~=0.23.5"
-pytest = "^8.1.1"
-pydash = "~=7.0.7"
-docker = ">=6,<7"
-asyncclick = "^8.1.7.1"
-connection-retriever = {git = "git@github.com:airbytehq/airbyte-platform-internal", subdirectory = "tools/connection-retriever"}
-duckdb = "<=0.10.1"  # Pinned due to this issue https://github.com/duckdb/duckdb/issues/11152
-pandas = "^2.2.1"
-pytest-sugar = "^1.0.0"
-asyncer = "^0.0.5"
-rich = "^13.7.1"
-mitmproxy = "^10.2.4"
-requests = "<=2.31.1"  # Pinned due to this issue https://github.com/docker/docker-py/issues/3256#issuecomment-2127688011
-pyyaml = "~=6.0.1"
-dpath = "^2.1.6"
-genson = "^1.3.0"
-segment-analytics-python = "^2.3.2"
-python-slugify = ">=8.0.4"
-beautifulsoup4 = "^4.12.0"
-openai = "^1.0.0"
-
-
-[tool.poetry.group.dev.dependencies]
-ruff = "^0.6"
-mypy = "^1.8.0"
-types-cachetools = "^5.3.0.7"
-pandas-stubs = "^2.2.0.240218"
-types-requests = "^2.31.0.20240311"
-types-pyyaml = "^6.0.12.20240311"
-
-[tool.ruff]
-target-version = "py311"
-line-length = 140
-
-[tool.ruff.lint]
-select = ["I", "F"]
-
-[tool.ruff.lint.isort]
-known-first-party = ["connection-retriever"]
-
-[tool.poe.tasks]
-test = "pytest tests"
-type_check = "mypy src --disallow-untyped-defs"
-pre-push = []
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = []
-required_environment_variables = ["DOCKER_HUB_USERNAME", "DOCKER_HUB_PASSWORD"]
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/__init__.py
deleted file mode 100644
index 51502a263eae..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/__init__.py
+++ /dev/null
@@ -1,2 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/__init__.py
deleted file mode 100644
index 62501987fb84..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/__init__.py
+++ /dev/null
@@ -1,8 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from .base_backend import BaseBackend
-from .duckdb_backend import DuckDbBackend
-from .file_backend import FileBackend
-
-__all__ = ["BaseBackend", "FileBackend", "DuckDbBackend"]
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/base_backend.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/base_backend.py
deleted file mode 100644
index 303799e245eb..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/base_backend.py
+++ /dev/null
@@ -1,16 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from abc import ABC, abstractmethod
-from collections.abc import Iterable
-
-from airbyte_protocol.models import AirbyteMessage  # type: ignore
-
-
-class BaseBackend(ABC):
-    """
-    Interface to be shared between the file backend and the database backend(s)
-    """
-
-    @abstractmethod
-    def write(self, airbyte_messages: Iterable[AirbyteMessage]) -> None: ...
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/duckdb_backend.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/duckdb_backend.py
deleted file mode 100644
index d5bfa0fdff27..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/duckdb_backend.py
+++ /dev/null
@@ -1,80 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import logging
-import re
-from collections.abc import Iterable
-from pathlib import Path
-from typing import Optional
-
-import duckdb
-from airbyte_protocol.models import AirbyteMessage  # type: ignore
-
-from live_tests.commons.backends.file_backend import FileBackend
-
-
-class DuckDbBackend(FileBackend):
-    SAMPLE_SIZE = -1
-
-    def __init__(
-        self,
-        output_directory: Path,
-        duckdb_path: Path,
-        schema: Optional[Iterable[str]] = None,
-    ):
-        super().__init__(output_directory)
-        self.duckdb_path = duckdb_path
-        self.schema = schema
-
-    @property
-    def jsonl_files_to_insert(self) -> Iterable[Path]:
-        return [
-            self.jsonl_catalogs_path,
-            self.jsonl_connection_status_path,
-            self.jsonl_specs_path,
-            self.jsonl_states_path,
-            self.jsonl_traces_path,
-            self.jsonl_logs_path,
-            self.jsonl_controls_path,
-            self.jsonl_records_path,
-        ]
-
-    @staticmethod
-    def sanitize_table_name(table_name: str) -> str:
-        sanitized = str(table_name).replace(" ", "_")
-        sanitized = re.sub(r"[^\w\s]", "", sanitized)
-        if sanitized and sanitized[0].isdigit():
-            sanitized = "_" + sanitized
-        return sanitized
-
-    def write(self, airbyte_messages: Iterable[AirbyteMessage]) -> None:
-        # Use the FileBackend to write the messages to disk as jsonl files
-        super().write(airbyte_messages)
-        duck_db_conn = duckdb.connect(str(self.duckdb_path))
-
-        if self.schema:
-            sanitized_schema_name = "_".join([self.sanitize_table_name(s) for s in self.schema])
-            duck_db_conn.sql(f"CREATE SCHEMA IF NOT EXISTS {sanitized_schema_name}")
-            duck_db_conn.sql(f"USE {sanitized_schema_name}")
-            logging.info(f"Using schema {sanitized_schema_name}")
-
-        for json_file in self.jsonl_files_to_insert:
-            if json_file.exists():
-                table_name = self.sanitize_table_name(json_file.stem)
-                logging.info(f"Creating table {table_name} from {json_file} in schema {sanitized_schema_name}")
-                duck_db_conn.sql(
-                    f"CREATE TABLE {table_name} AS SELECT * FROM read_json_auto('{json_file}', sample_size = {self.SAMPLE_SIZE}, format = 'newline_delimited')"
-                )
-                logging.info(f"Table {table_name} created in schema {sanitized_schema_name}")
-
-        for json_file in self.record_per_stream_paths_data_only.values():
-            if json_file.exists():
-                table_name = self.sanitize_table_name(f"records_{json_file.stem}")
-                logging.info(
-                    f"Creating table {table_name} from {json_file} in schema {sanitized_schema_name} to store stream records with the data field only"
-                )
-                duck_db_conn.sql(
-                    f"CREATE TABLE {self.sanitize_table_name(table_name)} AS SELECT * FROM read_json_auto('{json_file}', sample_size = {self.SAMPLE_SIZE}, format = 'newline_delimited')"
-                )
-                logging.info(f"Table {table_name} created in schema {sanitized_schema_name}")
-        duck_db_conn.close()
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/file_backend.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/file_backend.py
deleted file mode 100644
index ae3e68c228f8..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/backends/file_backend.py
+++ /dev/null
@@ -1,152 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import json
-import logging
-from collections.abc import Iterable
-from pathlib import Path
-from typing import Any, TextIO
-
-from airbyte_protocol.models import AirbyteMessage  # type: ignore
-from airbyte_protocol.models import Type as AirbyteMessageType
-from cachetools import LRUCache, cached
-
-from live_tests.commons.backends.base_backend import BaseBackend
-from live_tests.commons.utils import sanitize_stream_name
-
-
-class FileDescriptorLRUCache(LRUCache):
-    def popitem(self) -> tuple[Any, Any]:
-        filepath, fd = LRUCache.popitem(self)
-        fd.close()  # type: ignore  # Close the file descriptor when it's evicted from the cache
-        return filepath, fd
-
-
-class FileBackend(BaseBackend):
-    RELATIVE_CATALOGS_PATH = "catalog.jsonl"
-    RELATIVE_CONNECTION_STATUS_PATH = "connection_status.jsonl"
-    RELATIVE_RECORDS_PATH = "records.jsonl"
-    RELATIVE_SPECS_PATH = "spec.jsonl"
-    RELATIVE_STATES_PATH = "states.jsonl"
-    RELATIVE_TRACES_PATH = "traces.jsonl"
-    RELATIVE_LOGS_PATH = "logs.jsonl"
-    RELATIVE_CONTROLS_PATH = "controls.jsonl"
-    CACHE = FileDescriptorLRUCache(maxsize=250)
-
-    def __init__(self, output_directory: Path):
-        self._output_directory = output_directory
-        self.record_per_stream_directory = self._output_directory / "records_per_stream"
-        self.record_per_stream_directory.mkdir(exist_ok=True, parents=True)
-        self.record_per_stream_paths: dict[str, Path] = {}
-        self.record_per_stream_paths_data_only: dict[str, Path] = {}
-
-    @property
-    def jsonl_specs_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_SPECS_PATH).resolve()
-
-    @property
-    def jsonl_catalogs_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_CATALOGS_PATH).resolve()
-
-    @property
-    def jsonl_connection_status_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_CONNECTION_STATUS_PATH).resolve()
-
-    @property
-    def jsonl_records_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_RECORDS_PATH).resolve()
-
-    @property
-    def jsonl_states_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_STATES_PATH).resolve()
-
-    @property
-    def jsonl_traces_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_TRACES_PATH).resolve()
-
-    @property
-    def jsonl_logs_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_LOGS_PATH).resolve()
-
-    @property
-    def jsonl_controls_path(self) -> Path:
-        return (self._output_directory / self.RELATIVE_CONTROLS_PATH).resolve()
-
-    @property
-    def jsonl_files(self) -> Iterable[Path]:
-        return [
-            self.jsonl_catalogs_path,
-            self.jsonl_connection_status_path,
-            self.jsonl_records_path,
-            self.jsonl_specs_path,
-            self.jsonl_states_path,
-            self.jsonl_traces_path,
-            self.jsonl_logs_path,
-            self.jsonl_controls_path,
-        ]
-
-    def write(self, airbyte_messages: Iterable[AirbyteMessage]) -> None:
-        """
-        Write AirbyteMessages to the appropriate file.
-
-        We use an LRU cache here to manage open file objects, in order to limit the number of concurrently open file
-        descriptors. This mitigates the risk of hitting limits on the number of open file descriptors, particularly for
-        connections with a high number of streams. The cache is designed to automatically close files upon eviction.
-        """
-
-        @cached(cache=self.CACHE)
-        def _open_file(path: Path) -> TextIO:
-            return open(path, "a")
-
-        try:
-            logging.info("Writing airbyte messages to disk")
-            for _message in airbyte_messages:
-                if not isinstance(_message, AirbyteMessage):
-                    continue
-                filepaths, messages = self._get_filepaths_and_messages(_message)
-                for filepath, message in zip(filepaths, messages, strict=False):
-                    _open_file(self._output_directory / filepath).write(f"{message}\n")
-            logging.info("Finished writing airbyte messages to disk")
-        finally:
-            for f in self.CACHE.values():
-                f.close()
-
-    def _get_filepaths_and_messages(self, message: AirbyteMessage) -> tuple[tuple[str, ...], tuple[str, ...]]:
-        if message.type == AirbyteMessageType.CATALOG:
-            return (self.RELATIVE_CATALOGS_PATH,), (message.catalog.json(),)
-
-        elif message.type == AirbyteMessageType.CONNECTION_STATUS:
-            return (self.RELATIVE_CONNECTION_STATUS_PATH,), (message.connectionStatus.json(),)
-
-        elif message.type == AirbyteMessageType.RECORD:
-            stream_name = message.record.stream
-            stream_file_path = self.record_per_stream_directory / f"{sanitize_stream_name(stream_name)}.jsonl"
-            stream_file_path_data_only = self.record_per_stream_directory / f"{sanitize_stream_name(stream_name)}_data_only.jsonl"
-            self.record_per_stream_paths[stream_name] = stream_file_path
-            self.record_per_stream_paths_data_only[stream_name] = stream_file_path_data_only
-            return (
-                self.RELATIVE_RECORDS_PATH,
-                str(stream_file_path),
-                str(stream_file_path_data_only),
-            ), (
-                message.json(sort_keys=True),
-                message.json(sort_keys=True),
-                json.dumps(message.record.data, sort_keys=True),
-            )
-
-        elif message.type == AirbyteMessageType.SPEC:
-            return (self.RELATIVE_SPECS_PATH,), (message.spec.json(),)
-
-        elif message.type == AirbyteMessageType.STATE:
-            return (self.RELATIVE_STATES_PATH,), (message.state.json(),)
-
-        elif message.type == AirbyteMessageType.TRACE:
-            return (self.RELATIVE_TRACES_PATH,), (message.trace.json(),)
-
-        elif message.type == AirbyteMessageType.LOG:
-            return (self.RELATIVE_LOGS_PATH,), (message.log.json(),)
-
-        elif message.type == AirbyteMessageType.CONTROL:
-            return (self.RELATIVE_CONTROLS_PATH,), (message.control.json(),)
-
-        raise NotImplementedError(f"No handling for AirbyteMessage type {message.type} has been implemented. This is unexpected.")
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connection_objects_retrieval.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/connection_objects_retrieval.py
deleted file mode 100644
index b531e3425be8..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connection_objects_retrieval.py
+++ /dev/null
@@ -1,316 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import json
-import os
-import textwrap
-from pathlib import Path
-from typing import Dict, List, Optional, Set, Tuple
-
-import rich
-from connection_retriever import ConnectionObject, retrieve_objects  # type: ignore
-from connection_retriever.retrieval import TestingCandidate, retrieve_testing_candidates
-
-from live_tests.commons import hacks
-from live_tests.commons.models import ConnectionSubset
-from live_tests.commons.utils import build_connection_url
-
-from .models import AirbyteCatalog, Command, ConfiguredAirbyteCatalog, ConnectionObjects, SecretDict
-
-console = rich.get_console()
-
-
-class InvalidConnectionError(Exception):
-    pass
-
-
-def parse_config(config: dict | str | None) -> Optional[SecretDict]:
-    if not config:
-        return None
-    if isinstance(config, str):
-        return SecretDict(json.loads(config))
-    else:
-        return SecretDict(config)
-
-
-def parse_catalog(catalog: dict | str | None) -> Optional[AirbyteCatalog]:
-    if not catalog:
-        return None
-    if isinstance(catalog, str):
-        return AirbyteCatalog.parse_obj(json.loads(catalog))
-    else:
-        return AirbyteCatalog.parse_obj(catalog)
-
-
-def parse_configured_catalog(
-    configured_catalog: dict | str | None, selected_streams: set[str] | None = None
-) -> Optional[ConfiguredAirbyteCatalog]:
-    if not configured_catalog:
-        return None
-    if isinstance(configured_catalog, str):
-        configured_catalog = json.loads(configured_catalog)
-    patched_catalog = hacks.patch_configured_catalog(configured_catalog)
-    catalog = ConfiguredAirbyteCatalog.parse_obj(patched_catalog)
-    if selected_streams:
-        return ConfiguredAirbyteCatalog(streams=[stream for stream in catalog.streams if stream.stream.name in selected_streams])
-    return catalog
-
-
-def parse_state(state: dict | str | None) -> Optional[dict]:
-    if not state:
-        return None
-    if isinstance(state, str):
-        return json.loads(state)
-    else:
-        return state
-
-
-def get_connector_config_from_path(config_path: Path) -> Optional[SecretDict]:
-    return parse_config(config_path.read_text())
-
-
-def get_state_from_path(state_path: Path) -> Optional[dict]:
-    return parse_state(state_path.read_text())
-
-
-def get_configured_catalog_from_path(path: Path, selected_streams: Optional[set[str]] = None) -> Optional[ConfiguredAirbyteCatalog]:
-    return parse_configured_catalog(path.read_text(), selected_streams)
-
-
-COMMAND_TO_REQUIRED_OBJECT_TYPES = {
-    Command.SPEC: set(),
-    Command.CHECK: {ConnectionObject.SOURCE_CONFIG},
-    Command.DISCOVER: {ConnectionObject.SOURCE_CONFIG},
-    Command.READ: {ConnectionObject.SOURCE_CONFIG, ConnectionObject.CONFIGURED_CATALOG},
-    Command.READ_WITH_STATE: {
-        ConnectionObject.SOURCE_CONFIG,
-        ConnectionObject.CONFIGURED_CATALOG,
-        ConnectionObject.STATE,
-    },
-}
-
-
-def get_connection_objects(
-    requested_objects: set[ConnectionObject],
-    connection_id: Optional[str],
-    custom_config_path: Optional[Path],
-    custom_configured_catalog_path: Optional[Path],
-    custom_state_path: Optional[Path],
-    retrieval_reason: Optional[str],
-    connector_image: Optional[str] = None,
-    connector_version: Optional[str] = None,
-    auto_select_connections: bool = False,
-    selected_streams: Optional[set[str]] = None,
-    connection_subset: ConnectionSubset = ConnectionSubset.SANDBOXES,
-    max_connections: Optional[int] = None,
-) -> List[ConnectionObjects]:
-    """This function retrieves the connection objects values.
-    It checks that the required objects are available and raises a UsageError if they are not.
-    If a connection_id is provided, it retrieves the connection objects from the connection.
-    If custom objects are provided, it overrides the retrieved objects with them.
-
-    Args:
-        requested_objects (Set[ConnectionObject]): The set of requested connection objects.
-        connection_id (Optional[str]): The connection id to retrieve the connection objects for.
-        custom_config_path (Optional[Path]): The local path to the custom config to use.
-        custom_configured_catalog_path (Optional[Path]): The local path to the custom catalog to use.
-        custom_state_path (Optional[Path]): The local path to the custom state to use.
-        retrieval_reason (Optional[str]): The reason to access the connection objects.
-        fail_if_missing_objects (bool, optional): Whether to raise a ValueError if a required object is missing. Defaults to True.
-        connector_image (Optional[str]): The image name for the connector under test.
-        connector_version (Optional[str]): The version for the connector under test.
-        auto_select_connections (bool, optional): Whether to automatically select connections if no connection id is passed. Defaults to False.
-        selected_streams (Optional[Set[str]]): The set of selected streams to use when auto selecting a connection.
-        connection_subset (ConnectionSubset): The subset of connections to select from.
-        max_connections (Optional[int]): The maximum number of connections to retrieve.
-    Raises:
-        click.UsageError: If a required object is missing for the command.
-        click.UsageError: If a retrieval reason is missing when passing a connection id.
-    Returns:
-        List[ConnectionObjects]: List of connection objects.
-    """
-    if connection_id and auto_select_connections:
-        raise ValueError("Cannot set both `connection_id` and `auto_select_connections`.")
-    if auto_select_connections and not connector_image:
-        raise ValueError("A connector image must be provided when using auto_select_connections.")
-
-    custom_config = get_connector_config_from_path(custom_config_path) if custom_config_path else None
-    custom_configured_catalog = (
-        get_configured_catalog_from_path(custom_configured_catalog_path, selected_streams) if custom_configured_catalog_path else None
-    )
-    custom_state = get_state_from_path(custom_state_path) if custom_state_path else None
-    is_ci = os.getenv("CI", False)
-
-    if connection_id:
-        if not retrieval_reason:
-            raise ValueError("A retrieval reason is required to access the connection objects when passing a connection id.")
-
-        connection_objects = _get_connection_objects_from_retrieved_objects(
-            requested_objects,
-            retrieval_reason=retrieval_reason,
-            source_docker_repository=connector_image,
-            source_docker_image_tag=connector_version,
-            selected_streams=selected_streams,
-            connection_id=connection_id,
-            custom_config=custom_config,
-            custom_configured_catalog=custom_configured_catalog,
-            custom_state=custom_state,
-            connection_subset=connection_subset,
-            max_connections=max_connections,
-        )
-
-    else:
-        if auto_select_connections:
-            connection_objects = _get_connection_objects_from_retrieved_objects(
-                requested_objects,
-                retrieval_reason=retrieval_reason,
-                source_docker_repository=connector_image,
-                source_docker_image_tag=connector_version,
-                selected_streams=selected_streams,
-                custom_config=custom_config,
-                custom_configured_catalog=custom_configured_catalog,
-                custom_state=custom_state,
-                connection_subset=connection_subset,
-                max_connections=max_connections,
-            )
-
-        else:
-            # We don't make any requests to the connection-retriever; it is expected that config/catalog/state have been provided if needed for the commands being run.
-            connection_objects = [
-                ConnectionObjects(
-                    source_config=custom_config,
-                    destination_config=custom_config,
-                    catalog=None,
-                    configured_catalog=custom_configured_catalog,
-                    state=custom_state,
-                    workspace_id=None,
-                    source_id=None,
-                    destination_id=None,
-                    connection_id=None,
-                    source_docker_image=None,
-                )
-            ]
-    if not connection_objects:
-        raise ValueError("No connection objects could be fetched.")
-
-    all_connection_ids = [connection_object.connection_id for connection_object in connection_objects]
-    assert len(set(all_connection_ids)) == len(all_connection_ids), "Connection IDs must be unique."
-    return connection_objects
-
-
-def _find_best_candidates_subset(candidates: List[TestingCandidate]) -> List[Tuple[TestingCandidate, List[str]]]:
-    """
-    This function reduces the list of candidates to the best subset of candidates.
-    The best subset is the one which maximizes the number of streams tested and minimizes the number of candidates.
-    """
-    candidates_sorted_by_duration = sorted(candidates, key=lambda x: x.last_attempt_duration_in_microseconds)
-
-    tested_streams = set()
-    candidates_and_streams_to_test = []
-
-    for candidate in candidates_sorted_by_duration:
-        candidate_streams_to_test = []
-        for stream in candidate.streams_with_data:
-            # The candidate is selected if one of its streams has not been tested yet
-            if stream not in tested_streams:
-                candidate_streams_to_test.append(stream)
-                tested_streams.add(stream)
-        if candidate_streams_to_test:
-            candidates_and_streams_to_test.append((candidate, candidate_streams_to_test))
-    return candidates_and_streams_to_test
-
-
-def _get_connection_objects_from_retrieved_objects(
-    requested_objects: Set[ConnectionObject],
-    retrieval_reason: str,
-    source_docker_repository: str,
-    source_docker_image_tag: str,
-    selected_streams: Optional[Set[str]],
-    connection_id: Optional[str] = None,
-    custom_config: Optional[Dict] = None,
-    custom_configured_catalog: Optional[ConfiguredAirbyteCatalog] = None,
-    custom_state: Optional[Dict] = None,
-    connection_subset: ConnectionSubset = ConnectionSubset.SANDBOXES,
-    max_connections: Optional[int] = None,
-):
-    console.log(
-        textwrap.dedent(
-            """
-        Retrieving connection objects from the database. 
-        We will build a subset of candidates to test. 
-        This subset should minimize the number of candidates and sync duration while maximizing the number of streams tested. 
-        We patch configured catalogs to only test streams once.
-        If the max_connections parameter is set, we will only keep the top connections with the most streams to test.
-        """
-        )
-    )
-    try:
-        candidates = retrieve_testing_candidates(
-            source_docker_repository=source_docker_repository,
-            source_docker_image_tag=source_docker_image_tag,
-            with_streams=selected_streams,
-            connection_subset=connection_subset,
-        )
-    except IndexError:
-        raise InvalidConnectionError(
-            f"No candidates were found for the provided source docker image ({source_docker_repository}:{source_docker_image_tag})."
-        )
-    # If the connection_id is provided, we filter the candidates to only keep the ones with the same connection_id
-    if connection_id:
-        candidates = [candidate for candidate in candidates if candidate.connection_id == connection_id]
-
-    candidates_and_streams_to_test = _find_best_candidates_subset(candidates)
-    candidates_and_streams_to_test = sorted(candidates_and_streams_to_test, key=lambda x: len(x[1]), reverse=True)
-    if max_connections:
-        candidates_and_streams_to_test = candidates_and_streams_to_test[:max_connections]
-
-    number_of_streams_tested = sum([len(streams_to_test) for _, streams_to_test in candidates_and_streams_to_test])
-    console.log(f"Selected {len(candidates_and_streams_to_test)} candidates to test {number_of_streams_tested} streams.")
-
-    all_connection_objects = []
-    for candidate, streams_to_test in candidates_and_streams_to_test:
-        retrieved_objects = retrieve_objects(
-            requested_objects,
-            retrieval_reason=retrieval_reason,
-            source_docker_repository=source_docker_repository,
-            source_docker_image_tag=source_docker_image_tag,
-            connection_id=candidate.connection_id,
-            connection_subset=connection_subset,
-        )
-        retrieved_objects = retrieved_objects[0]
-        retrieved_source_config = parse_config(retrieved_objects.source_config)
-        retrieved_destination_config = parse_config(retrieved_objects.destination_config)
-        retrieved_catalog = parse_catalog(retrieved_objects.catalog)
-        retrieved_configured_catalog = parse_configured_catalog(retrieved_objects.configured_catalog, selected_streams)
-        retrieved_state = parse_state(retrieved_objects.state)
-
-        retrieved_source_docker_image = retrieved_objects.source_docker_image
-        connection_url = build_connection_url(retrieved_objects.workspace_id, retrieved_objects.connection_id)
-        if retrieved_source_docker_image is None:
-            raise InvalidConnectionError(
-                f"No docker image was found for connection ID {retrieved_objects.connection_id}. Please double check that the latest job run used version {source_docker_image_tag}. Connection URL: {connection_url}"
-            )
-        elif retrieved_source_docker_image.split(":")[0] != source_docker_repository:
-            raise InvalidConnectionError(
-                f"The provided docker image ({source_docker_repository}) does not match the image for connection ID {retrieved_objects.connection_id}. Please double check that this connection is using the correct image. Connection URL: {connection_url}"
-            )
-        elif retrieved_source_docker_image.split(":")[1] != source_docker_image_tag:
-            raise InvalidConnectionError(
-                f"The provided docker image tag ({source_docker_image_tag}) does not match the image tag for connection ID {retrieved_objects.connection_id}. Please double check that this connection is using the correct image tag and the latest job ran using this version. Connection URL: {connection_url}"
-            )
-
-        all_connection_objects.append(
-            ConnectionObjects(
-                source_config=custom_config if custom_config else retrieved_source_config,
-                destination_config=custom_config if custom_config else retrieved_destination_config,
-                catalog=retrieved_catalog,
-                configured_catalog=custom_configured_catalog if custom_configured_catalog else retrieved_configured_catalog,
-                state=custom_state if custom_state else retrieved_state,
-                workspace_id=retrieved_objects.workspace_id,
-                source_id=retrieved_objects.source_id,
-                destination_id=retrieved_objects.destination_id,
-                source_docker_image=retrieved_source_docker_image,
-                connection_id=retrieved_objects.connection_id,
-            )
-        )
-    return all_connection_objects
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py
deleted file mode 100644
index a2bd441efab3..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/connector_runner.py
+++ /dev/null
@@ -1,220 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import annotations
-
-import datetime
-import json
-import logging
-import os
-import subprocess
-import uuid
-from pathlib import Path
-
-import anyio
-import asyncer
-import dagger
-
-from live_tests.commons import errors
-from live_tests.commons.models import Command, ExecutionInputs, ExecutionResult
-from live_tests.commons.proxy import Proxy
-
-
-class ConnectorRunner:
-    DATA_DIR = "/airbyte/data"
-    IN_CONTAINER_CONFIG_PATH = f"{DATA_DIR}/config.json"
-    IN_CONTAINER_CONFIGURED_CATALOG_PATH = f"{DATA_DIR}/catalog.json"
-    IN_CONTAINER_STATE_PATH = f"{DATA_DIR}/state.json"
-    IN_CONTAINER_OUTPUT_PATH = f"{DATA_DIR}/output.txt"
-    IN_CONTAINER_OBFUSCATOR_PATH = "/user/local/bin/record_obfuscator.py"
-
-    def __init__(
-        self,
-        dagger_client: dagger.Client,
-        execution_inputs: ExecutionInputs,
-        is_airbyte_ci: bool,
-        http_proxy: Proxy | None = None,
-    ):
-        self.connector_under_test = execution_inputs.connector_under_test
-        self.command = execution_inputs.command
-        self.output_dir = execution_inputs.output_dir
-        self.config = execution_inputs.config
-        self.configured_catalog = execution_inputs.configured_catalog
-        self.state = execution_inputs.state
-        self.duckdb_path = execution_inputs.duckdb_path
-        self.actor_id = execution_inputs.actor_id
-        self.hashed_connection_id = execution_inputs.hashed_connection_id
-        self.environment_variables = execution_inputs.environment_variables if execution_inputs.environment_variables else {}
-
-        self.full_command: list[str] = self._get_full_command(execution_inputs.command)
-        self.completion_event = anyio.Event()
-        self.http_proxy = http_proxy
-        self.logger = logging.getLogger(f"{self.connector_under_test.name}-{self.connector_under_test.version}")
-        self.dagger_client = dagger_client
-        if is_airbyte_ci:
-            self.host_obfuscator_path = "/tmp/record_obfuscator.py"
-        else:
-            repo_root = Path(subprocess.check_output(["git", "rev-parse", "--show-toplevel"]).strip().decode())
-            self.host_obfuscator_path = f"{repo_root}/tools/bin/record_obfuscator.py"
-
-    @property
-    def _connector_under_test_container(self) -> dagger.Container:
-        return self.connector_under_test.container
-
-    @property
-    def stdout_file_path(self) -> Path:
-        return (self.output_dir / "stdout.log").resolve()
-
-    @property
-    def stderr_file_path(self) -> Path:
-        return (self.output_dir / "stderr.log").resolve()
-
-    def _get_full_command(self, command: Command) -> list[str]:
-        """Returns a list with a full Airbyte command invocation and all it's arguments and options."""
-        if command is Command.SPEC:
-            return ["spec"]
-        elif command is Command.CHECK:
-            return ["check", "--config", self.IN_CONTAINER_CONFIG_PATH]
-        elif command is Command.DISCOVER:
-            return ["discover", "--config", self.IN_CONTAINER_CONFIG_PATH]
-        elif command is Command.READ:
-            return [
-                "read",
-                "--config",
-                self.IN_CONTAINER_CONFIG_PATH,
-                "--catalog",
-                self.IN_CONTAINER_CONFIGURED_CATALOG_PATH,
-            ]
-        elif command is Command.READ_WITH_STATE:
-            return [
-                "read",
-                "--config",
-                self.IN_CONTAINER_CONFIG_PATH,
-                "--catalog",
-                self.IN_CONTAINER_CONFIGURED_CATALOG_PATH,
-                "--state",
-                self.IN_CONTAINER_STATE_PATH,
-            ]
-        else:
-            raise NotImplementedError(f"The connector runner does not support the {command} command")
-
-    async def get_container_env_variable_value(self, name: str) -> str | None:
-        return await self._connector_under_test_container.env_variable(name)
-
-    async def get_container_label(self, label: str) -> str | None:
-        return await self._connector_under_test_container.label(label)
-
-    async def get_container_entrypoint(self) -> str:
-        entrypoint = await self._connector_under_test_container.entrypoint()
-        assert entrypoint, "The connector container has no entrypoint"
-        return " ".join(entrypoint)
-
-    async def run(self) -> ExecutionResult:
-        async with asyncer.create_task_group() as task_group:
-            soon_result = task_group.soonify(self._run)()
-            task_group.soonify(self._log_progress)()
-        return soon_result.value
-
-    async def _run(
-        self,
-    ) -> ExecutionResult:
-        container = self._connector_under_test_container
-        current_user = (await container.with_exec(["whoami"]).stdout()).strip()
-        container = container.with_user(current_user)
-        container = container.with_exec(["mkdir", "-p", self.DATA_DIR])
-        # Do not cache downstream dagger layers
-        container = container.with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-
-        # When running locally, it's likely that record_obfuscator is within the user's home directory, so we expand it.
-        expanded_host_executable_path = os.path.expanduser(self.host_obfuscator_path)
-        container = container.with_file(
-            self.IN_CONTAINER_OBFUSCATOR_PATH,
-            self.dagger_client.host().file(expanded_host_executable_path),
-        )
-
-        for env_var_name, env_var_value in self.environment_variables.items():
-            container = container.with_env_variable(env_var_name, env_var_value)
-        if self.config:
-            container = container.with_new_file(self.IN_CONTAINER_CONFIG_PATH, contents=json.dumps(dict(self.config)), owner=current_user)
-        if self.state:
-            container = container.with_new_file(self.IN_CONTAINER_STATE_PATH, contents=json.dumps(self.state), owner=current_user)
-        if self.configured_catalog:
-            container = container.with_new_file(
-                self.IN_CONTAINER_CONFIGURED_CATALOG_PATH,
-                contents=self.configured_catalog.json(),
-                owner=current_user,
-            )
-        if self.http_proxy:
-            container = await self.http_proxy.bind_container(container)
-
-        self.logger.info(f"⏳ Start running {self.command.value} command")
-
-        try:
-            entrypoint = await container.entrypoint()
-            assert entrypoint, "The connector container has no entrypoint"
-            airbyte_command = entrypoint + self.full_command
-
-            container = container.with_exec(
-                [
-                    "sh",
-                    "-c",
-                    " ".join(airbyte_command)
-                    + f"| {self.IN_CONTAINER_OBFUSCATOR_PATH} > {self.IN_CONTAINER_OUTPUT_PATH} 2>&1 | tee -a {self.IN_CONTAINER_OUTPUT_PATH}",
-                ]
-            )
-            executed_container = await container.sync()
-            # We exporting to disk as we can't read .stdout() or await file.contents() as it might blow up the memory
-            stdout_exported = await executed_container.file(self.IN_CONTAINER_OUTPUT_PATH).export(str(self.stdout_file_path))
-            if not stdout_exported:
-                raise errors.ExportError(f"Failed to export {self.IN_CONTAINER_OUTPUT_PATH}")
-
-            stderr = await executed_container.stderr()
-            self.stderr_file_path.write_text(stderr)
-            success = True
-        except dagger.ExecError as e:
-            self.stderr_file_path.write_text(e.stderr)
-            self.stdout_file_path.write_text(e.stdout)
-            executed_container = None
-            success = False
-
-        self.completion_event.set()
-        if not success:
-            self.logger.error(f"❌ Failed to run {self.command.value} command")
-        else:
-            self.logger.info(f"⌛ Finished running {self.command.value} command")
-
-        execution_result = await ExecutionResult.load(
-            command=self.command,
-            connector_under_test=self.connector_under_test,
-            actor_id=self.actor_id,
-            hashed_connection_id=self.hashed_connection_id,
-            configured_catalog=self.configured_catalog,
-            stdout_file_path=self.stdout_file_path,
-            stderr_file_path=self.stderr_file_path,
-            success=success,
-            http_dump=await self.http_proxy.retrieve_http_dump() if self.http_proxy else None,
-            executed_container=executed_container,
-            config=self.config,
-        )
-        await execution_result.save_artifacts(self.output_dir, self.duckdb_path)
-        return execution_result
-
-    async def _log_progress(self) -> None:
-        start_time = datetime.datetime.utcnow()
-        message = f"⏳ Still running {self.command.value} command"
-        while not self.completion_event.is_set():
-            duration = datetime.datetime.utcnow() - start_time
-            elapsed_seconds = duration.total_seconds()
-            if elapsed_seconds > 10 and round(elapsed_seconds) % 10 == 0:
-                self.logger.info(f"{message} (duration: {self.format_duration(duration)})")
-            await anyio.sleep(1)
-
-    @staticmethod
-    def format_duration(time_delta: datetime.timedelta) -> str:
-        total_seconds = time_delta.total_seconds()
-        if total_seconds < 60:
-            return f"{total_seconds:.2f}s"
-        minutes = int(total_seconds // 60)
-        seconds = int(total_seconds % 60)
-        return f"{minutes:02d}mn{seconds:02d}s"
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py
deleted file mode 100644
index cb13b4ab629e..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/errors.py
+++ /dev/null
@@ -1,7 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-
-class ExportError(Exception):
-    def __init__(self, message: str):
-        super().__init__(message)
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py
deleted file mode 100644
index 2edf391d1568..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/evaluation_modes.py
+++ /dev/null
@@ -1,25 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from enum import Enum
-
-
-class TestEvaluationMode(Enum):
-    """
-    Tests may be run in "diagnostic" mode or "strict" mode.
-
-    When run in "diagnostic" mode, `AssertionError`s won't fail the test, but we will continue to surface
-    any errors to the test report.
-
-    In "strict" mode, tests pass/fail as usual.
-
-    In live tests, diagnostic mode is used for tests that don't affect the overall functionality of the
-    connector but that test an ideal state of the connector. Currently this is applicable to validation
-    tests only.
-
-    The diagnostic mode can be made available to a test using the @pytest.mark.allow_diagnostic_mode decorator,
-    and passing in the --test-evaluation-mode=diagnostic flag.
-    """
-
-    DIAGNOSTIC = "diagnostic"
-    STRICT = "strict"
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/hacks.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/hacks.py
deleted file mode 100644
index 77c2adbd8d7a..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/hacks.py
+++ /dev/null
@@ -1,23 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import copy
-
-import rich
-
-console = rich.get_console()
-
-
-def patch_configured_catalog(configured_catalog: dict) -> dict:
-    """
-    The configured catalog extracted from the platform can be incompatible with the airbyte-protocol.
-    This leads to validation error when we serialize the configured catalog into a ConfiguredAirbyteCatalog object.
-    This functions is a best effort to patch the configured catalog to make it compatible with the airbyte-protocol.
-    """
-    patched_catalog = copy.deepcopy(configured_catalog)
-    for stream in patched_catalog["streams"]:
-        if stream.get("destination_sync_mode") == "overwrite_dedup":
-            stream["destination_sync_mode"] = "overwrite"
-            console.log(
-                f"Stream {stream['stream']['name']} destination_sync_mode has been patched from 'overwrite_dedup' to 'overwrite' to guarantee compatibility with the airbyte-protocol."
-            )
-    return patched_catalog
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/json_schema_helper.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/json_schema_helper.py
deleted file mode 100644
index 5ad60c2a14f9..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/json_schema_helper.py
+++ /dev/null
@@ -1,367 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from enum import Enum
-from functools import reduce, total_ordering
-from typing import Any, Dict, List, Mapping, Optional, Set, Text, Union
-
-import dpath.util
-import pendulum
-from jsonref import JsonRef
-
-
-class CatalogField:
-    """Field class to represent cursor/pk fields.
-    It eases the read of values from records according to schema definition.
-    """
-
-    def __init__(self, schema: Mapping[str, Any], path: List[str]):
-        self.schema = schema
-        self.path = path
-        self.formats = self._detect_formats()
-
-    def _detect_formats(self) -> Set[str]:
-        """Extract set of formats/types for this field"""
-        format_ = []
-        try:
-            format_ = self.schema.get("format", self.schema["type"])
-            if not isinstance(format_, List):
-                format_ = [format_]
-        except KeyError:
-            pass
-        return set(format_)
-
-    def _parse_value(self, value: Any) -> Any:
-        """Do actual parsing of the serialized value"""
-        if self.formats.intersection({"datetime", "date-time", "date"}):
-            if value is None and "null" not in self.formats:
-                raise ValueError(f"Invalid field format. Value: {value}. Format: {self.formats}")
-            # handle beautiful MySQL datetime, i.e. NULL datetime
-            if value.startswith("0000-00-00"):
-                value = value.replace("0000-00-00", "0001-01-01")
-            return pendulum.parse(value)
-        return value
-
-    def parse(self, record: Mapping[str, Any], path: Optional[List[Union[int, str]]] = None) -> Any:
-        """Extract field value from the record and cast it to native type"""
-        path = path or self.path
-        value = reduce(lambda data, key: data[key], path, record)
-        return self._parse_value(value)
-
-
-@total_ordering
-class ComparableType(Enum):
-    NULL = 0
-    BOOLEAN = 1
-    INTEGER = 2
-    NUMBER = 3
-    STRING = 4
-    OBJECT = 5
-
-    def __lt__(self, other: Any) -> bool:
-        if self.__class__ is other.__class__:
-            return self.value < other.value  # type: ignore
-        else:
-            return NotImplemented
-
-
-class JsonSchemaHelper:
-    """Helper class to simplify schema validation and read of records according to their schema."""
-
-    def __init__(self, schema):
-        self._schema = schema
-
-    def get_ref(self, path: str) -> Any:
-        """Resolve reference
-
-        :param path: reference (#/definitions/SomeClass, etc)
-        :return: part of schema that is definition of the reference
-        :raises KeyError: in case path can't be followed
-        """
-        node = self._schema
-        for segment in path.split("/")[1:]:
-            node = node[segment]
-        return node
-
-    def get_property(self, path: List[str]) -> Mapping[str, Any]:
-        """Get any part of schema according to provided path, resolves $refs if necessary
-
-        schema = {
-                "properties": {
-                    "field1": {
-                        "properties": {
-                            "nested_field": {
-                                <inner_object>
-                            }
-                        }
-                    },
-                    "field2": ...
-                }
-            }
-
-        helper = JsonSchemaHelper(schema)
-        helper.get_property(["field1", "nested_field"]) == <inner_object>
-
-        :param path: list of fields in the order of navigation
-        :return: discovered part of schema
-        :raises KeyError: in case path can't be followed
-        """
-        node = self._schema
-        for segment in path:
-            if "$ref" in node:
-                node = self.get_ref(node["$ref"])
-            node = node["properties"][segment]
-        return node
-
-    def field(self, path: List[str]) -> CatalogField:
-        """Get schema property and wrap it into CatalogField.
-
-        CatalogField is a helper to ease the read of values from records according to schema definition.
-
-        :param path: list of fields in the order of navigation
-        :return: discovered part of schema wrapped in CatalogField
-        :raises KeyError: in case path can't be followed
-        """
-        return CatalogField(schema=self.get_property(path), path=path)
-
-    def get_node(self, path: List[Union[str, int]]) -> Any:
-        """Return part of schema by specified path
-
-        :param path: list of fields in the order of navigation
-        """
-
-        node = self._schema
-        for segment in path:
-            if "$ref" in node:
-                node = self.get_ref(node["$ref"])
-            node = node[segment]
-        return node
-
-    def get_parent_path(self, path: str, separator="/") -> Any:
-        """
-        Returns the parent path of the supplied path
-        """
-        absolute_path = f"{separator}{path}" if not path.startswith(separator) else path
-        parent_path, _ = absolute_path.rsplit(sep=separator, maxsplit=1)
-        return parent_path
-
-    def get_parent(self, path: str, separator="/") -> Any:
-        """
-        Returns the parent dict of a given path within the `obj` dict
-        """
-        parent_path = self.get_parent_path(path, separator=separator)
-        if parent_path == "":
-            return self._schema
-        return dpath.util.get(self._schema, parent_path, separator=separator)
-
-    def find_nodes(self, keys: List[str]) -> List[List[Union[str, int]]]:
-        """Find all paths that lead to nodes with the specified keys.
-
-        :param keys: list of keys
-        :return: list of json object paths
-        """
-        variant_paths = []
-
-        def traverse_schema(_schema: Union[Dict[Text, Any], List], path=None):
-            path = path or []
-            if path and path[-1] in keys:
-                variant_paths.append(path)
-            if isinstance(_schema, dict):
-                for item in _schema:
-                    traverse_schema(_schema[item], [*path, item])
-            elif isinstance(_schema, list):
-                for i, item in enumerate(_schema):
-                    traverse_schema(_schema[i], [*path, i])
-
-        traverse_schema(self._schema)
-        return variant_paths
-
-
-def get_object_structure(obj: dict) -> List[str]:
-    """
-    Traverse through object structure and compose a list of property keys including nested one.
-    This list reflects object's structure with list of all obj property key
-    paths. In case if object is nested inside array we assume that it has same
-    structure as first element.
-    :param obj: data object to get its structure
-    :returns list of object property keys paths
-    """
-    paths = []
-
-    def _traverse_obj_and_get_path(obj, path=""):
-        if path:
-            paths.append(path)
-        if isinstance(obj, dict):
-            return {k: _traverse_obj_and_get_path(v, path + "/" + k) for k, v in obj.items()}
-        elif isinstance(obj, list) and len(obj) > 0:
-            return [_traverse_obj_and_get_path(obj[0], path + "/[]")]
-
-    _traverse_obj_and_get_path(obj)
-
-    return paths
-
-
-def get_expected_schema_structure(schema: dict, annotate_one_of: bool = False) -> List[str]:
-    """
-    Traverse through json schema and compose list of property keys that object expected to have.
-    :param annotate_one_of: Generate one_of index in path
-    :param schema: jsonschema to get expected paths
-    :returns list of object property keys paths
-    """
-    paths = []
-    if "$ref" in schema:
-        """
-        JsonRef doesnt work correctly with schemas that has refenreces in root e.g.
-        {
-            "$ref": "#/definitions/ref"
-            "definitions": {
-                "ref": ...
-            }
-        }
-        Considering this schema already processed by resolver so it should
-        contain only references to definitions section, replace root reference
-        manually before processing it with JsonRef library.
-        """
-        ref = schema["$ref"].split("/")[-1]
-        schema.update(schema["definitions"][ref])
-        schema.pop("$ref")
-    # Resolve all references to simplify schema processing.
-    schema = JsonRef.replace_refs(schema)
-
-    def _scan_schema(subschema, path=""):
-        if "oneOf" in subschema or "anyOf" in subschema:
-            if annotate_one_of:
-                return [
-                    _scan_schema({"type": "object", **s}, path + f"({num})")
-                    for num, s in enumerate(subschema.get("oneOf") or subschema.get("anyOf"))
-                ]
-            return [_scan_schema({"type": "object", **s}, path) for s in subschema.get("oneOf") or subschema.get("anyOf")]
-        schema_type = subschema.get("type", ["object", "null"])
-        if not isinstance(schema_type, list):
-            schema_type = [schema_type]
-        if "object" in schema_type:
-            props = subschema.get("properties")
-            if not props:
-                # Handle objects with arbitrary properties:
-                # {"type": "object", "additionalProperties": {"type": "string"}}
-                if path:
-                    paths.append(path)
-                return
-            return {k: _scan_schema(v, path + "/" + k) for k, v in props.items()}
-        elif "array" in schema_type:
-            items = subschema.get("items", {})
-            return [_scan_schema(items, path + "/[]")]
-        paths.append(path)
-
-    _scan_schema(schema)
-    return paths
-
-
-def flatten_tuples(to_flatten):
-    """Flatten a tuple of tuples into a single tuple."""
-    types = set()
-
-    if not isinstance(to_flatten, tuple):
-        to_flatten = (to_flatten,)
-    for thing in to_flatten:
-        if isinstance(thing, tuple):
-            types.update(flatten_tuples(thing))
-        else:
-            types.add(thing)
-    return tuple(types)
-
-
-def get_paths_in_connector_config(schema: dict) -> List[str]:
-    """
-    Traverse through the provided schema's values and extract the path_in_connector_config paths
-    :param properties: jsonschema containing values which may have path_in_connector_config attributes
-    :returns list of path_in_connector_config paths
-    """
-    return ["/" + "/".join(value["path_in_connector_config"]) for value in schema.values()]
-
-
-def conforms_to_schema(record: Mapping[str, Any], schema: Mapping[str, Any]) -> bool:
-    """
-    Return true iff the record conforms to the supplied schema.
-
-    The record conforms to the supplied schema iff:
-    - All columns in the record are in the schema.
-    - For every column in the record, that column's type is equal to or narrower than the same column's
-      type in the schema.
-    """
-    schema_columns = set(schema.get("properties", {}).keys())
-    record_columns = set(record.keys())
-
-    if not record_columns.issubset(schema_columns):
-        return False
-
-    for column, definition in schema.get("properties", {}).items():
-        expected_type = definition.get("type")
-        value = record.get(column)
-
-        if value is not None:
-            if isinstance(expected_type, list):
-                return any(_is_equal_or_narrower_type(value, e) for e in expected_type)
-            elif expected_type == "object":
-                return isinstance(value, dict)
-            elif expected_type == "array":
-                if not isinstance(value, list):
-                    return False
-                array_type = definition.get("items", {}).get("type")
-                if not all(_is_equal_or_narrower_type(v, array_type) for v in value):
-                    return False
-            elif not _is_equal_or_narrower_type(value, expected_type):
-                return False
-
-    return True
-
-
-def _is_equal_or_narrower_type(value: Any, expected_type: str) -> bool:
-    if isinstance(value, list):
-        # We do not compare lists directly; the individual items are compared.
-        # If we hit this condition, it means that the expected type is not
-        # compatible with the inferred type.
-        return False
-
-    inferred_type = ComparableType(_get_inferred_type(value))
-
-    if inferred_type is None:
-        return False
-
-    return ComparableType(inferred_type) <= ComparableType(_get_comparable_type(expected_type))
-
-
-def _get_inferred_type(value: Any) -> Optional[ComparableType]:
-    if value is None:
-        return ComparableType.NULL
-    if isinstance(value, bool):
-        return ComparableType.BOOLEAN
-    if isinstance(value, int):
-        return ComparableType.INTEGER
-    if isinstance(value, float):
-        return ComparableType.NUMBER
-    if isinstance(value, str):
-        return ComparableType.STRING
-    if isinstance(value, dict):
-        return ComparableType.OBJECT
-    else:
-        return None
-
-
-def _get_comparable_type(value: Any) -> Optional[ComparableType]:
-    if value == "null":
-        return ComparableType.NULL
-    if value == "boolean":
-        return ComparableType.BOOLEAN
-    if value == "integer":
-        return ComparableType.INTEGER
-    if value == "number":
-        return ComparableType.NUMBER
-    if value == "string":
-        return ComparableType.STRING
-    if value == "object":
-        return ComparableType.OBJECT
-    else:
-        return None
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py
deleted file mode 100644
index 032a80ebee23..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/mitm_addons.py
+++ /dev/null
@@ -1,33 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from urllib.parse import parse_qs, urlencode, urlparse
-
-from mitmproxy import http
-
-
-class SortQueryParams:
-    """This addon sorts query parameters in the request URL.
-    It is useful for testing purposes, as it makes it easier to compare requests and get cache hits.
-    """
-
-    def request(self, flow: http.HTTPFlow) -> None:
-        if url := flow.request.url:
-            parsed_url = urlparse(url)
-            # Get query parameters as dictionary
-            query_params = parse_qs(parsed_url.query)
-            # Sort query parameters alphabetically
-            sorted_params = {key: query_params[key] for key in sorted(query_params.keys())}
-            # Reconstruct the URL with sorted query parameters
-            sorted_url = parsed_url._replace(query=urlencode(sorted_params, doseq=True)).geturl()
-
-            # Update the request URL
-            flow.request.url = sorted_url
-
-
-# Disabling the addon.
-# It can alter the request URL when some connector URL are already encoded.
-# See discussion here https://github.com/airbytehq/airbyte-internal-issues/issues/9302#issuecomment-2311854334
-
-# addons = [SortQueryParams()]
-addons = []
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py
deleted file mode 100644
index b4bdd87c2c21..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/models.py
+++ /dev/null
@@ -1,543 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import _collections_abc
-import hashlib
-import json
-import logging
-import tempfile
-from collections import defaultdict
-from collections.abc import Iterable, Iterator, MutableMapping
-from dataclasses import dataclass, field
-from enum import Enum
-from functools import cache
-from pathlib import Path
-from typing import Any, Dict, List, Optional
-
-import dagger
-import requests
-from airbyte_protocol.models import (
-    AirbyteCatalog,  # type: ignore
-    AirbyteMessage,  # type: ignore
-    AirbyteStateMessage,  # type: ignore
-    AirbyteStreamStatusTraceMessage,  # type: ignore
-    ConfiguredAirbyteCatalog,  # type: ignore
-    TraceType,  # type: ignore
-)
-from airbyte_protocol.models import Type as AirbyteMessageType
-from genson import SchemaBuilder  # type: ignore
-from mitmproxy import http
-from pydantic import ValidationError
-
-from live_tests.commons.backends import DuckDbBackend, FileBackend
-from live_tests.commons.secret_access import get_airbyte_api_key
-from live_tests.commons.utils import (
-    get_connector_container,
-    get_http_flows_from_mitm_dump,
-    mitm_http_stream_to_har,
-    sanitize_stream_name,
-    sort_dict_keys,
-)
-
-
-class UserDict(_collections_abc.MutableMapping):  # type: ignore
-    # Start by filling-out the abstract methods
-    def __init__(self, _dict: Optional[MutableMapping] = None, **kwargs: Any):
-        self.data: MutableMapping = {}
-        if _dict is not None:
-            self.update(_dict)
-        if kwargs:
-            self.update(kwargs)
-
-    def __len__(self) -> int:
-        return len(self.data)
-
-    def __getitem__(self, key: Any) -> Any:
-        if key in self.data:
-            return self.data[key]
-        if hasattr(self.__class__, "__missing__"):
-            return self.__class__.__missing__(self, key)
-        raise KeyError(key)
-
-    def __setitem__(self, key: Any, item: Any) -> None:
-        self.data[key] = item
-
-    def __delitem__(self, key: Any) -> None:
-        del self.data[key]
-
-    def __iter__(self) -> Iterator:
-        return iter(self.data)
-
-    # Modify __contains__ to work correctly when __missing__ is present
-    def __contains__(self, key: Any) -> bool:
-        return key in self.data
-
-    # Now, add the methods in dicts but not in MutableMapping
-    def __repr__(self) -> str:
-        return repr(self.data)
-
-    def __or__(self, other: UserDict | dict) -> UserDict:
-        if isinstance(other, UserDict):
-            return self.__class__(self.data | other.data)  # type: ignore
-        if isinstance(other, dict):
-            return self.__class__(self.data | other)  # type: ignore
-        return NotImplemented
-
-    def __ror__(self, other: UserDict | dict) -> UserDict:
-        if isinstance(other, UserDict):
-            return self.__class__(other.data | self.data)  # type: ignore
-        if isinstance(other, dict):
-            return self.__class__(other | self.data)  # type: ignore
-        return NotImplemented
-
-    def __ior__(self, other: UserDict | dict) -> UserDict:
-        if isinstance(other, UserDict):
-            self.data |= other.data  # type: ignore
-        else:
-            self.data |= other  # type: ignore
-        return self
-
-    def __copy__(self) -> UserDict:
-        inst = self.__class__.__new__(self.__class__)
-        inst.__dict__.update(self.__dict__)
-        # Create a copy and avoid triggering descriptors
-        inst.__dict__["data"] = self.__dict__["data"].copy()
-        return inst
-
-    def copy(self) -> UserDict:
-        if self.__class__ is UserDict:
-            return UserDict(self.data.copy())  # type: ignore
-        import copy
-
-        data = self.data
-        try:
-            self.data = {}
-            c = copy.copy(self)
-        finally:
-            self.data = data
-        c.update(self)
-        return c
-
-    @classmethod
-    def fromkeys(cls, iterable: Iterable, value: Optional[Any] = None) -> UserDict:
-        d = cls()
-        for key in iterable:
-            d[key] = value
-        return d
-
-
-class SecretDict(UserDict):
-    def __str__(self) -> str:
-        return f"{self.__class__.__name__}(******)"
-
-    def __repr__(self) -> str:
-        return str(self)
-
-
-class Command(Enum):
-    CHECK = "check"
-    DISCOVER = "discover"
-    READ = "read"
-    READ_WITH_STATE = "read-with-state"
-    SPEC = "spec"
-
-    def needs_config(self) -> bool:
-        return self in {Command.CHECK, Command.DISCOVER, Command.READ, Command.READ_WITH_STATE}
-
-    def needs_catalog(self) -> bool:
-        return self in {Command.READ, Command.READ_WITH_STATE}
-
-    def needs_state(self) -> bool:
-        return self in {Command.READ_WITH_STATE}
-
-
-class TargetOrControl(Enum):
-    TARGET = "target"
-    CONTROL = "control"
-
-
-class ActorType(Enum):
-    SOURCE = "source"
-    DESTINATION = "destination"
-
-
-class ConnectionSubset(Enum):
-    """Signals which connection pool to consider for this live test — just the Airbyte sandboxes, or all possible connctions on Cloud."""
-
-    SANDBOXES = "sandboxes"
-    ALL = "all"
-
-
-@dataclass
-class ConnectorUnderTest:
-    """Represents a connector being tested.
-    In validation tests, there would be one connector under test.
-    When running regression tests, there would be two connectors under test: the target and the control versions of the same connector.
-    """
-
-    # connector image, assuming it's in the format "airbyte/{actor_type}-{connector_name}:{version}"
-    image_name: str
-    container: dagger.Container
-    target_or_control: TargetOrControl
-
-    @property
-    def name(self) -> str:
-        return self.image_name.replace("airbyte/", "").split(":")[0]
-
-    @property
-    def name_without_type_prefix(self) -> str:
-        return self.name.replace(f"{self.actor_type.value}-", "")
-
-    @property
-    def version(self) -> str:
-        return self.image_name.replace("airbyte/", "").split(":")[1]
-
-    @property
-    def actor_type(self) -> ActorType:
-        if "airbyte/destination-" in self.image_name:
-            return ActorType.DESTINATION
-        elif "airbyte/source-" in self.image_name:
-            return ActorType.SOURCE
-        else:
-            raise ValueError(
-                f"Can't infer the actor type. Connector image name {self.image_name} does not contain 'airbyte/source' or 'airbyte/destination'"
-            )
-
-    @classmethod
-    async def from_image_name(
-        cls: type[ConnectorUnderTest],
-        dagger_client: dagger.Client,
-        image_name: str,
-        target_or_control: TargetOrControl,
-    ) -> ConnectorUnderTest:
-        container = await get_connector_container(dagger_client, image_name)
-        return cls(image_name, container, target_or_control)
-
-
-@dataclass
-class ExecutionInputs:
-    hashed_connection_id: str
-    connector_under_test: ConnectorUnderTest
-    actor_id: str
-    global_output_dir: Path
-    command: Command
-    config: Optional[SecretDict] = None
-    configured_catalog: Optional[ConfiguredAirbyteCatalog] = None
-    state: Optional[dict] = None
-    environment_variables: Optional[dict] = None
-    duckdb_path: Optional[Path] = None
-
-    def raise_if_missing_attr_for_command(self, attribute: str) -> None:
-        if getattr(self, attribute) is None:
-            raise ValueError(f"We need a {attribute} to run the {self.command.value} command")
-
-    def __post_init__(self) -> None:
-        if self.command is Command.CHECK:
-            self.raise_if_missing_attr_for_command("config")
-        if self.command is Command.DISCOVER:
-            self.raise_if_missing_attr_for_command("config")
-        if self.command is Command.READ:
-            self.raise_if_missing_attr_for_command("config")
-            self.raise_if_missing_attr_for_command("configured_catalog")
-        if self.command is Command.READ_WITH_STATE:
-            self.raise_if_missing_attr_for_command("config")
-            self.raise_if_missing_attr_for_command("configured_catalog")
-            self.raise_if_missing_attr_for_command("state")
-
-    @property
-    def output_dir(self) -> Path:
-        output_dir = (
-            self.global_output_dir
-            / f"command_execution_artifacts/{self.connector_under_test.name}/{self.command.value}/{self.connector_under_test.version}/{self.hashed_connection_id}"
-        )
-        output_dir.mkdir(parents=True, exist_ok=True)
-        return output_dir
-
-
-@dataclass
-class ExecutionResult:
-    hashed_connection_id: str
-    actor_id: str
-    configured_catalog: ConfiguredAirbyteCatalog
-    connector_under_test: ConnectorUnderTest
-    command: Command
-    stdout_file_path: Path
-    stderr_file_path: Path
-    success: bool
-    executed_container: Optional[dagger.Container]
-    config: Optional[SecretDict]
-    http_dump: Optional[dagger.File] = None
-    http_flows: list[http.HTTPFlow] = field(default_factory=list)
-    stream_schemas: Optional[dict[str, Any]] = None
-    backend: Optional[FileBackend] = None
-
-    HTTP_DUMP_FILE_NAME = "http_dump.mitm"
-    HAR_FILE_NAME = "http_dump.har"
-
-    @property
-    def logger(self) -> logging.Logger:
-        return logging.getLogger(f"{self.connector_under_test.target_or_control.value}-{self.command.value}")
-
-    @property
-    def airbyte_messages(self) -> Iterable[AirbyteMessage]:
-        return self.parse_airbyte_messages_from_command_output(self.stdout_file_path)
-
-    @property
-    def duckdb_schema(self) -> Iterable[str]:
-        return (self.connector_under_test.target_or_control.value, self.command.value, self.hashed_connection_id)
-
-    @property
-    def configured_streams(self) -> List[str]:
-        return [stream.stream.name for stream in self.configured_catalog.streams]
-
-    @property
-    def primary_keys_per_stream(self) -> Dict[str, List[str]]:
-        return {stream.stream.name: stream.primary_key[0] if stream.primary_key else None for stream in self.configured_catalog.streams}
-
-    @classmethod
-    async def load(
-        cls: type[ExecutionResult],
-        connector_under_test: ConnectorUnderTest,
-        hashed_connection_id: str,
-        actor_id: str,
-        configured_catalog: ConfiguredAirbyteCatalog,
-        command: Command,
-        stdout_file_path: Path,
-        stderr_file_path: Path,
-        success: bool,
-        executed_container: Optional[dagger.Container],
-        config: Optional[SecretDict] = None,
-        http_dump: Optional[dagger.File] = None,
-    ) -> ExecutionResult:
-        execution_result = cls(
-            hashed_connection_id,
-            actor_id,
-            configured_catalog,
-            connector_under_test,
-            command,
-            stdout_file_path,
-            stderr_file_path,
-            success,
-            executed_container,
-            config,
-            http_dump,
-        )
-        await execution_result.load_http_flows()
-        return execution_result
-
-    async def load_http_flows(self) -> None:
-        if not self.http_dump:
-            return
-        with tempfile.NamedTemporaryFile() as temp_file:
-            await self.http_dump.export(temp_file.name)
-            self.http_flows = get_http_flows_from_mitm_dump(Path(temp_file.name))
-
-    def parse_airbyte_messages_from_command_output(
-        self, command_output_path: Path, log_validation_errors: bool = False
-    ) -> Iterable[AirbyteMessage]:
-        with open(command_output_path) as command_output:
-            for line in command_output:
-                try:
-                    yield AirbyteMessage.parse_raw(line)
-                except ValidationError as e:
-                    if log_validation_errors:
-                        self.logger.warn(f"Error parsing AirbyteMessage: {e}")
-
-    def get_records(self) -> Iterable[AirbyteMessage]:
-        self.logger.info(
-            f"Reading records all records for command {self.command.value} on {self.connector_under_test.target_or_control.value} version."
-        )
-        for message in self.airbyte_messages:
-            if message.type is AirbyteMessageType.RECORD:
-                yield message
-
-    def generate_stream_schemas(self) -> dict[str, Any]:
-        self.logger.info("Generating stream schemas")
-        stream_builders: dict[str, SchemaBuilder] = {}
-        for record in self.get_records():
-            stream = record.record.stream
-            if stream not in stream_builders:
-                stream_schema_builder = SchemaBuilder()
-                stream_schema_builder.add_schema({"type": "object", "properties": {}})
-                stream_builders[stream] = stream_schema_builder
-            stream_builders[stream].add_object(self.get_obfuscated_types(record.record.data))
-        self.logger.info("Stream schemas generated")
-        return {stream: sort_dict_keys(stream_builders[stream].to_schema()) for stream in stream_builders}
-
-    @staticmethod
-    def get_obfuscated_types(data: dict[str, Any]) -> dict[str, Any]:
-        """
-        Convert obfuscated records into a record whose values have the same type as the original values.
-        """
-        types = {}
-        for k, v in data.items():
-            if v.startswith("string_"):
-                types[k] = "a"
-            elif v.startswith("integer_"):
-                types[k] = 0
-            elif v.startswith("number_"):
-                types[k] = 0.1
-            elif v.startswith("boolean_"):
-                types[k] = True
-            elif v.startswith("null_"):
-                types[k] = None
-            elif v.startswith("array_"):
-                types[k] = []
-            elif v.startswith("object_"):
-                types[k] = {}
-            else:
-                types[k] = v
-
-        return types
-
-    def get_records_per_stream(self, stream: str) -> Iterator[AirbyteMessage]:
-        assert self.backend is not None, "Backend must be set to get records per stream"
-        self.logger.info(f"Reading records for stream {stream}")
-        if stream not in self.backend.record_per_stream_paths:
-            self.logger.warning(f"No records found for stream {stream}")
-            yield from []
-        else:
-            for message in self.parse_airbyte_messages_from_command_output(
-                self.backend.record_per_stream_paths[stream], log_validation_errors=True
-            ):
-                if message.type is AirbyteMessageType.RECORD:
-                    yield message
-
-    def get_states_per_stream(self, stream: str) -> Dict[str, List[AirbyteStateMessage]]:
-        self.logger.info(f"Reading state messages for stream {stream}")
-        states = defaultdict(list)
-        for message in self.airbyte_messages:
-            if message.type is AirbyteMessageType.STATE:
-                states[message.state.stream.stream_descriptor.name].append(message.state)
-        return states
-
-    def get_status_messages_per_stream(self, stream: str) -> Dict[str, List[AirbyteStreamStatusTraceMessage]]:
-        self.logger.info(f"Reading state messages for stream {stream}")
-        statuses = defaultdict(list)
-        for message in self.airbyte_messages:
-            if message.type is AirbyteMessageType.TRACE and message.trace.type == TraceType.STREAM_STATUS:
-                statuses[message.trace.stream_status.stream_descriptor.name].append(message.trace.stream_status)
-        return statuses
-
-    @cache
-    def get_message_count_per_type(self) -> dict[AirbyteMessageType, int]:
-        message_count: dict[AirbyteMessageType, int] = defaultdict(int)
-        for message in self.airbyte_messages:
-            message_count[message.type] += 1
-        return message_count
-
-    async def save_http_dump(self, output_dir: Path) -> None:
-        if self.http_dump:
-            self.logger.info("An http dump was captured during the execution of the command, saving it.")
-            http_dump_file_path = (output_dir / self.HTTP_DUMP_FILE_NAME).resolve()
-            await self.http_dump.export(str(http_dump_file_path))
-            self.logger.info(f"Http dump saved to {http_dump_file_path}")
-
-            # Define where the har file will be saved
-            har_file_path = (output_dir / self.HAR_FILE_NAME).resolve()
-            # Convert the mitmproxy dump file to a har file
-            mitm_http_stream_to_har(http_dump_file_path, har_file_path)
-            self.logger.info(f"Har file saved to {har_file_path}")
-        else:
-            self.logger.warning("No http dump to save")
-
-    def save_airbyte_messages(self, output_dir: Path, duckdb_path: Optional[Path] = None) -> None:
-        self.logger.info("Saving Airbyte messages to disk")
-        airbyte_messages_dir = output_dir / "airbyte_messages"
-        airbyte_messages_dir.mkdir(parents=True, exist_ok=True)
-        if duckdb_path:
-            self.backend = DuckDbBackend(airbyte_messages_dir, duckdb_path, self.duckdb_schema)
-        else:
-            self.backend = FileBackend(airbyte_messages_dir)
-        self.backend.write(self.airbyte_messages)
-        self.logger.info("Airbyte messages saved")
-
-    def save_stream_schemas(self, output_dir: Path) -> None:
-        self.stream_schemas = self.generate_stream_schemas()
-        stream_schemas_dir = output_dir / "stream_schemas"
-        stream_schemas_dir.mkdir(parents=True, exist_ok=True)
-        for stream_name, stream_schema in self.stream_schemas.items():
-            (stream_schemas_dir / f"{sanitize_stream_name(stream_name)}.json").write_text(json.dumps(stream_schema, sort_keys=True))
-        self.logger.info("Stream schemas saved to disk")
-
-    async def save_artifacts(self, output_dir: Path, duckdb_path: Optional[Path] = None) -> None:
-        self.logger.info("Saving artifacts to disk")
-        self.save_airbyte_messages(output_dir, duckdb_path)
-        self.update_configuration()
-        await self.save_http_dump(output_dir)
-        self.save_stream_schemas(output_dir)
-        self.logger.info("All artifacts saved to disk")
-
-    def get_updated_configuration(self, control_message_path: Path) -> Optional[dict[str, Any]]:
-        """Iterate through the control messages to find CONNECTOR_CONFIG message and return the last updated configuration."""
-        if not control_message_path.exists():
-            return None
-        updated_config = None
-        for line in control_message_path.read_text().splitlines():
-            if line.strip():
-                connector_config = json.loads(line.strip()).get("connectorConfig", {})
-                if connector_config:
-                    updated_config = connector_config
-        return updated_config
-
-    def update_configuration(self) -> None:
-        """This function checks if a configuration has to be updated by reading the control messages file.
-        If a configuration has to be updated, it updates the configuration on the actor using the Airbyte API.
-        """
-        assert self.backend is not None, "Backend must be set to update configuration in order to find the control messages path"
-        updated_configuration = self.get_updated_configuration(self.backend.jsonl_controls_path)
-        if updated_configuration is None:
-            return
-
-        self.logger.warning(f"Updating configuration for {self.connector_under_test.name}, actor {self.actor_id}")
-        url = f"https://api.airbyte.com/v1/{self.connector_under_test.actor_type.value}s/{self.actor_id}"
-
-        payload = {
-            "configuration": {
-                **updated_configuration,
-                f"{self.connector_under_test.actor_type.value}Type": self.connector_under_test.name_without_type_prefix,
-            }
-        }
-        headers = {
-            "accept": "application/json",
-            "content-type": "application/json",
-            "authorization": f"Bearer {get_airbyte_api_key()}",
-        }
-
-        response = requests.patch(url, json=payload, headers=headers)
-        try:
-            response.raise_for_status()
-        except requests.HTTPError as e:
-            self.logger.error(f"Failed to update {self.connector_under_test.name} configuration on actor {self.actor_id}: {e}")
-            self.logger.error(f"Response: {response.text}")
-        self.logger.info(f"Updated configuration for {self.connector_under_test.name}, actor {self.actor_id}")
-
-    def __hash__(self):
-        return hash(self.connector_under_test.version)
-
-
-@dataclass(kw_only=True)
-class ConnectionObjects:
-    source_config: Optional[SecretDict]
-    destination_config: Optional[SecretDict]
-    configured_catalog: Optional[ConfiguredAirbyteCatalog]
-    catalog: Optional[AirbyteCatalog]
-    state: Optional[dict]
-    workspace_id: Optional[str]
-    source_id: Optional[str]
-    destination_id: Optional[str]
-    source_docker_image: Optional[str]
-    connection_id: Optional[str]
-
-    @property
-    def url(self) -> Optional[str]:
-        if not self.workspace_id or not self.connection_id:
-            return None
-        return f"https://cloud.airbyte.com/workspaces/{self.workspace_id}/connections/{self.connection_id}"
-
-    @property
-    def hashed_connection_id(self) -> Optional[str]:
-        if not self.connection_id:
-            return None
-        return self.connection_id[:8]
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py
deleted file mode 100644
index a601ab734fdb..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/proxy.py
+++ /dev/null
@@ -1,184 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import logging
-import uuid
-
-import dagger
-
-from . import mitm_addons
-
-
-class Proxy:
-    """
-    This class is a wrapper around a mitmproxy container. It allows to declare a mitmproxy container,
-    bind it as a service to a different container and retrieve the mitmproxy stream file.
-    """
-
-    MITMPROXY_IMAGE = "mitmproxy/mitmproxy:10.2.4"
-    MITM_STREAM_FILE = "stream.mitm"
-    PROXY_PORT = 8080
-    MITM_ADDONS_PATH = mitm_addons.__file__
-
-    def __init__(
-        self,
-        dagger_client: dagger.Client,
-        hostname: str,
-        session_id: str,
-        stream_for_server_replay: dagger.File | None = None,
-    ) -> None:
-        self.dagger_client = dagger_client
-        self.hostname = hostname
-        self.session_id = session_id
-        self.stream_for_server_replay = stream_for_server_replay
-
-    @property
-    def dump_cache_volume(self) -> dagger.CacheVolume:
-        # We namespace the cache by:
-        # - Mitmproxy image name to make sure we're not re-using a cached artifact on a different and potentially incompatible mitmproxy version
-        # - Hostname to avoid sharing the same https dump between different tests
-        # - Session id to avoid sharing the same https dump between different runs of the same tests
-        # The session id is set to the Airbyte Connection ID to ensure that no cache is shared between connections
-        return self.dagger_client.cache_volume(f"{self.MITMPROXY_IMAGE}{self.hostname}{self.session_id}")
-
-    @property
-    def mitmproxy_dir_cache(self) -> dagger.CacheVolume:
-        return self.dagger_client.cache_volume(self.MITMPROXY_IMAGE)
-
-    def generate_mitmconfig(self):
-        return (
-            self.dagger_client.container()
-            .from_(self.MITMPROXY_IMAGE)
-            # Mitmproxy generates its self signed certs at first run, we need to run it once to generate the certs
-            # They are stored in /root/.mitmproxy
-            .with_exec(["timeout", "--preserve-status", "1", "mitmdump"])
-            .directory("/root/.mitmproxy")
-        )
-
-    async def get_container(self, mitm_config: dagger.Directory) -> dagger.Container:
-        """Get a container for the mitmproxy service.
-        If a stream for server replay is provided, it will be used to replay requests to the same URL.
-
-        Returns:
-            dagger.Container: The container for the mitmproxy service.
-            mitm_config (dagger.Directory): The directory containing the mitmproxy configuration.
-        """
-        container_addons_path = "/addons.py"
-        proxy_container = (
-            self.dagger_client.container()
-            .from_(self.MITMPROXY_IMAGE)
-            .with_exec(["mkdir", "/dumps"])
-            # This is caching the mitmproxy stream files, which can contain sensitive information
-            # We want to nuke this cache after test suite execution.
-            .with_mounted_cache("/dumps", self.dump_cache_volume)
-            # This is caching the mitmproxy self-signed certificate, no sensitive information is stored in it
-            .with_file(
-                container_addons_path,
-                self.dagger_client.host().file(self.MITM_ADDONS_PATH),
-            )
-            .with_directory("/root/.mitmproxy", mitm_config)
-        )
-
-        # If the proxy was instantiated with a stream for server replay from a previous run, we want to use it.
-        # Requests to the same URL will be replayed from the stream instead of being sent to the server.
-        # This is useful to avoid rate limiting issues and limits responses drifts due to time based logics.
-        if self.stream_for_server_replay is not None and await self.stream_for_server_replay.size() > 0:
-            proxy_container = proxy_container.with_file("/cache.mitm", self.stream_for_server_replay)
-            command = [
-                "mitmdump",
-                "-s",
-                container_addons_path,
-                "--flow-detail",
-                "2",
-                "--server-replay",
-                "/cache.mitm",
-                "--save-stream-file",
-                f"/dumps/{self.MITM_STREAM_FILE}",
-            ]
-        else:
-            command = [
-                "mitmdump",
-                "-s",
-                container_addons_path,
-                "--flow-detail",
-                "2",
-                "--save-stream-file",
-                f"/dumps/{self.MITM_STREAM_FILE}",
-            ]
-
-        return proxy_container.with_exec(command)
-
-    async def get_service(self, mitm_config: dagger.Directory) -> dagger.Service:
-        return (await self.get_container(mitm_config)).with_exposed_port(self.PROXY_PORT).as_service()
-
-    async def bind_container(self, container: dagger.Container) -> dagger.Container:
-        """Bind a container to the proxy service and set environment variables to use the proxy for HTTP(S) traffic.
-
-        Args:
-            container (dagger.Container): The container to bind to the proxy service.
-
-        Returns:
-            dagger.Container: The container with the proxy service bound and environment variables set.
-        """
-        mitmconfig_dir = self.generate_mitmconfig()
-        pem = mitmconfig_dir.file("mitmproxy-ca.pem")
-
-        # Find the python version in the container to get the correct path for the requests cert file
-        # We will overwrite this file with the mitmproxy self-signed certificate
-        # I could not find a less brutal way to make Requests trust the mitmproxy self-signed certificate
-        # I tried running update-ca-certificates + setting REQUESTS_CA_BUNDLE in the container but it did not work
-        python_version_output = (await container.with_exec(["python", "--version"]).stdout()).strip()
-        python_version = python_version_output.split(" ")[-1]
-        python_version_minor_only = ".".join(python_version.split(".")[:-1])
-        requests_cert_path = f"/usr/local/lib/python{python_version_minor_only}/site-packages/certifi/cacert.pem"
-        current_user = (await container.with_exec(["whoami"]).stdout()).strip()
-        try:
-            return await (
-                container.with_user("root")
-                # Overwrite the requests cert file with the mitmproxy self-signed certificate
-                .with_file(requests_cert_path, pem, owner=current_user)
-                .with_env_variable("http_proxy", f"{self.hostname}:{self.PROXY_PORT}")
-                .with_env_variable("https_proxy", f"{self.hostname}:{self.PROXY_PORT}")
-                .with_user(current_user)
-                .with_service_binding(self.hostname, await self.get_service(mitmconfig_dir))
-            )
-        except dagger.DaggerError as e:
-            # This is likely hapenning on Java connector images whose certificates location is different
-            # TODO handle this case
-            logging.warn(f"Failed to bind container to proxy: {e}")
-            return container
-
-    async def retrieve_http_dump(self) -> dagger.File | None:
-        """We mount the cache volume, where the mitmproxy container saves the stream file, to a fresh container.
-        We then copy the stream file to a new directory and return it as a dagger.File.
-        The copy operation to /to_export is required as Dagger does not support direct access to files in cache volumes.
-
-
-        Returns:
-            dagger.File | None: The mitmproxy stream file if it exists, None otherwise.
-        """
-        container = (
-            self.dagger_client.container()
-            .from_("alpine:latest")
-            .with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-            .with_mounted_cache("/dumps", self.dump_cache_volume)
-        )
-        dump_files = (await container.with_exec(["ls", "/dumps"]).stdout()).splitlines()
-        if self.MITM_STREAM_FILE not in dump_files:
-            return None
-        return await (
-            container.with_exec(["mkdir", "/to_export"], use_entrypoint=True)
-            .with_exec(["cp", "-r", f"/dumps/{self.MITM_STREAM_FILE}", f"/to_export/{self.MITM_STREAM_FILE}"], use_entrypoint=True)
-            .file(f"/to_export/{self.MITM_STREAM_FILE}")
-        )
-
-    async def clear_cache_volume(self) -> None:
-        """Delete all files in the cache volume. This is useful to avoid caching sensitive information between tests."""
-        await (
-            self.dagger_client.container()
-            .from_("alpine:latest")
-            .with_mounted_cache("/to_clear", self.dump_cache_volume)
-            .with_exec(["rm", "-rf", "/to_clear/*"], use_entrypoint=True)
-            .sync()
-        )
-        logging.info(f"Cache volume {self.dump_cache_volume} cleared")
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py
deleted file mode 100644
index 05e6591d4995..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/secret_access.py
+++ /dev/null
@@ -1,39 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import logging
-
-from google.api_core.exceptions import PermissionDenied
-from google.cloud import secretmanager
-
-LIVE_TESTS_AIRBYTE_API_KEY_SECRET_ID = "projects/587336813068/secrets/live_tests_airbyte_api_key"
-
-
-def get_secret_value(secret_manager_client: secretmanager.SecretManagerServiceClient, secret_id: str) -> str:
-    """Get the value of the enabled version of a secret
-
-    Args:
-        secret_manager_client (secretmanager.SecretManagerServiceClient): The secret manager client
-        secret_id (str): The id of the secret
-
-    Returns:
-        str: The value of the enabled version of the secret
-    """
-    try:
-        response = secret_manager_client.list_secret_versions(request={"parent": secret_id, "filter": "state:ENABLED"})
-        if len(response.versions) == 0:
-            raise ValueError(f"No enabled version of secret {secret_id} found")
-        enabled_version = response.versions[0]
-        response = secret_manager_client.access_secret_version(name=enabled_version.name)
-        return response.payload.data.decode("UTF-8")
-    except PermissionDenied as e:
-        logging.exception(
-            f"Permission denied while trying to access secret {secret_id}. Please write to #dev-tooling in Airbyte Slack for help.",
-            exc_info=e,
-        )
-        raise e
-
-
-def get_airbyte_api_key() -> str:
-    secret_manager_client = secretmanager.SecretManagerServiceClient()
-    return get_secret_value(secret_manager_client, LIVE_TESTS_AIRBYTE_API_KEY_SECRET_ID)
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py
deleted file mode 100644
index a57a2aa542bb..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/segment_tracking.py
+++ /dev/null
@@ -1,45 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import logging
-import os
-from importlib.metadata import version
-from typing import Any, Optional
-
-from segment import analytics  # type: ignore
-
-ENABLE_TRACKING = os.getenv("REGRESSION_TEST_DISABLE_TRACKING") is None
-DEBUG_SEGMENT = os.getenv("DEBUG_SEGMENT") is not None
-EVENT_NAME = "regression_test_start"
-CURRENT_VERSION = version(__name__.split(".")[0])
-
-
-def on_error(error: Exception, items: Any) -> None:
-    logging.warning("An error occurred in Segment Tracking", exc_info=error)
-
-
-# This is not a secret key, it is a public key that is used to identify the Segment project
-analytics.write_key = "hnWfMdEtXNKBjvmJ258F72wShsLmcsZ8"
-analytics.send = ENABLE_TRACKING
-analytics.debug = DEBUG_SEGMENT
-analytics.on_error = on_error
-
-
-def track_usage(
-    user_id: Optional[str],
-    pytest_options: dict[str, Any],
-) -> None:
-    if user_id:
-        analytics.identify(user_id)
-    else:
-        user_id = "airbyte-ci"
-
-    # It contains default pytest option and the custom one passed by the user
-    analytics.track(
-        user_id,
-        EVENT_NAME,
-        {
-            "pytest_options": pytest_options,
-            "package_version": CURRENT_VERSION,
-        },
-    )
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/commons/utils.py b/airbyte-ci/connectors/live-tests/src/live_tests/commons/utils.py
deleted file mode 100644
index 08aeb1b47de5..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/commons/utils.py
+++ /dev/null
@@ -1,192 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import logging
-import os
-import re
-import shutil
-from pathlib import Path
-from typing import Optional
-
-import dagger
-import docker  # type: ignore
-import pytest
-from mitmproxy import http, io  # type: ignore
-from mitmproxy.addons.savehar import SaveHar  # type: ignore
-from slugify import slugify
-
-
-async def get_container_from_id(dagger_client: dagger.Client, container_id: str) -> dagger.Container:
-    """Get a dagger container from its id.
-    Please remind that container id are not persistent and can change between Dagger sessions.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-    """
-    try:
-        return await dagger_client.load_container_from_id(dagger.ContainerID(container_id))
-    except dagger.DaggerError as e:
-        pytest.exit(f"Failed to load connector container: {e}")
-
-
-async def get_container_from_tarball_path(dagger_client: dagger.Client, tarball_path: Path) -> dagger.Container:
-    if not tarball_path.exists():
-        pytest.exit(f"Connector image tarball {tarball_path} does not exist")
-    container_under_test_tar_file = (
-        dagger_client.host().directory(str(tarball_path.parent), include=[tarball_path.name]).file(tarball_path.name)
-    )
-    try:
-        return await dagger_client.container().import_(container_under_test_tar_file)
-    except dagger.DaggerError as e:
-        pytest.exit(f"Failed to import connector image from tarball: {e}")
-
-
-async def get_container_from_local_image(dagger_client: dagger.Client, local_image_name: str) -> Optional[dagger.Container]:
-    """Get a dagger container from a local image.
-    It will use Docker python client to export the image to a tarball and then import it into dagger.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-        local_image_name (str): The name of the local image to import
-
-    Returns:
-        Optional[dagger.Container]: The dagger container for the local image or None if the image does not exist
-    """
-    docker_client = docker.from_env()
-
-    try:
-        image = docker_client.images.get(local_image_name)
-    except docker.errors.ImageNotFound:
-        return None
-
-    image_digest = image.id.replace("sha256:", "")
-    tarball_path = Path(f"/tmp/{image_digest}.tar")
-    if not tarball_path.exists():
-        logging.info(f"Exporting local connector image {local_image_name} to tarball {tarball_path}")
-        with open(tarball_path, "wb") as f:
-            for chunk in image.save(named=True):
-                f.write(chunk)
-    return await get_container_from_tarball_path(dagger_client, tarball_path)
-
-
-async def get_container_from_dockerhub_image(dagger_client: dagger.Client, dockerhub_image_name: str) -> dagger.Container:
-    """Get a dagger container from a dockerhub image.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-        dockerhub_image_name (str): The name of the dockerhub image to import
-
-    Returns:
-        dagger.Container: The dagger container for the dockerhub image
-    """
-    try:
-        return await dagger_client.container().from_(dockerhub_image_name)
-    except dagger.DaggerError as e:
-        pytest.exit(f"Failed to import connector image from DockerHub: {e}")
-
-
-async def get_connector_container(dagger_client: dagger.Client, image_name_with_tag: str) -> dagger.Container:
-    """Get a dagger container for the connector image to test.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-        image_name_with_tag (str): The docker image name and tag of the connector image to test
-
-    Returns:
-        dagger.Container: The dagger container for the connector image to test
-    """
-    # If a container_id.txt file is available, we'll use it to load the connector container
-    # We use a txt file as container ids can be too long to be passed as env vars
-    # It's used for dagger-in-dagger use case with airbyte-ci, when the connector container is built via an upstream dagger operation
-    container_id_path = Path(f"/tmp/{slugify(image_name_with_tag)}_container_id.txt")
-    if container_id_path.exists():
-        return await get_container_from_id(dagger_client, container_id_path.read_text())
-
-    # If the CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH env var is set, we'll use it to import the connector image from the tarball
-    if connector_image_tarball_path := os.environ.get("CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH"):
-        tarball_path = Path(connector_image_tarball_path)
-        return await get_container_from_tarball_path(dagger_client, tarball_path)
-
-    # Let's try to load the connector container from a local image
-    if connector_container := await get_container_from_local_image(dagger_client, image_name_with_tag):
-        return connector_container
-
-    # If we get here, we'll try to pull the connector image from DockerHub
-    return await get_container_from_dockerhub_image(dagger_client, image_name_with_tag)
-
-
-def sh_dash_c(lines: list[str]) -> list[str]:
-    """Wrap sequence of commands in shell for safe usage of dagger Container's with_exec method."""
-    return ["sh", "-c", " && ".join(["set -o xtrace"] + lines)]
-
-
-def clean_up_artifacts(directory: Path, logger: logging.Logger) -> None:
-    if directory.exists():
-        shutil.rmtree(directory)
-        logger.info(f"🧹 Test artifacts cleaned up from {directory}")
-
-
-def get_http_flows_from_mitm_dump(mitm_dump_path: Path) -> list[http.HTTPFlow]:
-    """Get http flows from a mitmproxy dump file.
-
-    Args:
-        mitm_dump_path (Path): Path to the mitmproxy dump file.
-
-    Returns:
-        List[http.HTTPFlow]: List of http flows.
-    """
-    with open(mitm_dump_path, "rb") as dump_file:
-        return [f for f in io.FlowReader(dump_file).stream() if isinstance(f, http.HTTPFlow)]
-
-
-def mitm_http_stream_to_har(mitm_http_stream_path: Path, har_file_path: Path) -> Path:
-    """Converts a mitmproxy http stream file to a har file.
-
-    Args:
-        mitm_http_stream_path (Path): Path to the mitmproxy http stream file.
-        har_file_path (Path): Path where the har file will be saved.
-
-    Returns:
-        Path: Path to the har file.
-    """
-    flows = get_http_flows_from_mitm_dump(mitm_http_stream_path)
-    SaveHar().export_har(flows, str(har_file_path))
-    return har_file_path
-
-
-def extract_connection_id_from_url(url: str) -> str:
-    pattern = r"/connections/([a-f0-9\-]+)"
-    match = re.search(pattern, url)
-    if match:
-        return match.group(1)
-    else:
-        raise ValueError(f"Could not extract connection id from url {url}")
-
-
-def extract_workspace_id_from_url(url: str) -> str:
-    pattern = r"/workspaces/([a-f0-9\-]+)"
-    match = re.search(pattern, url)
-    if match:
-        return match.group(1)
-    else:
-        raise ValueError(f"Could not extract workspace id from url {url}")
-
-
-def build_connection_url(workspace_id: str | None, connection_id: str | None) -> str:
-    if not workspace_id or not connection_id:
-        raise ValueError("Both workspace_id and connection_id must be provided")
-    return f"https://cloud.airbyte.com/workspaces/{workspace_id}/connections/{connection_id}"
-
-
-def sort_dict_keys(d: dict) -> dict:
-    if isinstance(d, dict):
-        sorted_dict = {}
-        for key in sorted(d.keys()):
-            sorted_dict[key] = sort_dict_keys(d[key])
-        return sorted_dict
-    else:
-        return d
-
-
-def sanitize_stream_name(stream_name: str) -> str:
-    return stream_name.replace("/", "_").replace(" ", "_").lower()
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py b/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py
deleted file mode 100644
index 180fa53a52ae..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/conftest.py
+++ /dev/null
@@ -1,646 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import annotations
-
-import hashlib
-import logging
-import os
-import textwrap
-import time
-import webbrowser
-from collections.abc import AsyncIterable, Callable, Generator, Iterable
-from itertools import product
-from pathlib import Path
-from typing import TYPE_CHECKING, List, Optional
-
-import dagger
-import pytest
-from airbyte_protocol.models import ConfiguredAirbyteCatalog  # type: ignore
-from connection_retriever.audit_logging import get_user_email  # type: ignore
-from connection_retriever.retrieval import ConnectionNotFoundError, get_current_docker_image_tag  # type: ignore
-from rich.prompt import Confirm, Prompt
-
-from live_tests import stash_keys
-from live_tests.commons.connection_objects_retrieval import ConnectionObject, InvalidConnectionError, get_connection_objects
-from live_tests.commons.connector_runner import ConnectorRunner, Proxy
-from live_tests.commons.evaluation_modes import TestEvaluationMode
-from live_tests.commons.models import (
-    ActorType,
-    Command,
-    ConnectionObjects,
-    ConnectionSubset,
-    ConnectorUnderTest,
-    ExecutionInputs,
-    ExecutionResult,
-    SecretDict,
-    TargetOrControl,
-)
-from live_tests.commons.secret_access import get_airbyte_api_key
-from live_tests.commons.segment_tracking import track_usage
-from live_tests.commons.utils import clean_up_artifacts
-from live_tests.report import PrivateDetailsReport, ReportState, TestReport
-
-if TYPE_CHECKING:
-    from _pytest.config import Config
-    from _pytest.config.argparsing import Parser
-    from _pytest.fixtures import SubRequest
-    from pytest_sugar import SugarTerminalReporter  # type: ignore
-
-# CONSTS
-LOGGER = logging.getLogger("live-tests")
-MAIN_OUTPUT_DIRECTORY = Path("/tmp/live_tests_artifacts")
-
-# It's used by Dagger and its very verbose
-logging.getLogger("httpx").setLevel(logging.ERROR)
-
-
-# PYTEST HOOKS
-def pytest_addoption(parser: Parser) -> None:
-    parser.addoption(
-        "--connector-image",
-        help="The connector image name on which the tests will run: e.g. airbyte/source-faker",
-    )
-    parser.addoption(
-        "--control-version",
-        help="The control version used for regression testing.",
-    )
-    parser.addoption(
-        "--target-version",
-        default="dev",
-        help="The target version used for regression and validation testing. Defaults to dev.",
-    )
-    parser.addoption("--config-path")
-    parser.addoption("--catalog-path")
-    parser.addoption("--state-path")
-    parser.addoption("--connection-id")
-    parser.addoption("--pr-url", help="The URL of the PR you are testing")
-    parser.addoption(
-        "--stream",
-        help="The stream to run the tests on. (Can be used multiple times)",
-        action="append",
-    )
-    # Required when running in CI
-    parser.addoption("--run-id", type=str)
-    parser.addoption(
-        "--should-read-with-state",
-        type=bool,
-        help="Whether to run the `read` command with state. \n"
-        "We recommend reading with state to properly test incremental sync. \n"
-        "But if the target version introduces a breaking change in the state, you might want to run without state. \n",
-    )
-    parser.addoption(
-        "--test-evaluation-mode",
-        choices=[e.value for e in TestEvaluationMode],
-        default=TestEvaluationMode.STRICT.value,
-        help='If "diagnostic" mode is selected, all tests will pass as long as there is no exception; warnings will be logged. In "strict" mode, tests may fail.',
-    )
-    parser.addoption(
-        "--connection-subset",
-        choices=[c.value for c in ConnectionSubset],
-        default=ConnectionSubset.SANDBOXES.value,
-        help="Whether to select from sandbox accounts only.",
-    )
-    parser.addoption(
-        "--max-connections",
-        default=None,
-        help="The maximum number of connections to retrieve and use for testing.",
-    )
-    parser.addoption(
-        "--disable-proxy",
-        type=bool,
-        default=False,
-        help="If a connector uses provider-specific libraries (e.g., facebook-business), it is better to disable the proxy.",
-    )
-
-
-def pytest_configure(config: Config) -> None:
-    user_email = get_user_email()
-    config.stash[stash_keys.RUN_IN_AIRBYTE_CI] = bool(os.getenv("RUN_IN_AIRBYTE_CI", False))
-    config.stash[stash_keys.IS_PRODUCTION_CI] = bool(os.getenv("CI", False))
-
-    if not config.stash[stash_keys.RUN_IN_AIRBYTE_CI]:
-        prompt_for_confirmation(user_email)
-
-    track_usage(
-        "production-ci"
-        if config.stash[stash_keys.IS_PRODUCTION_CI]
-        else "local-ci"
-        if config.stash[stash_keys.RUN_IN_AIRBYTE_CI]
-        else user_email,
-        vars(config.option),
-    )
-    config.stash[stash_keys.AIRBYTE_API_KEY] = get_airbyte_api_key()
-    config.stash[stash_keys.USER] = user_email
-    config.stash[stash_keys.SESSION_RUN_ID] = config.getoption("--run-id") or str(int(time.time()))
-    test_artifacts_directory = get_artifacts_directory(config)
-    duckdb_path = test_artifacts_directory / "duckdb.db"
-    config.stash[stash_keys.DUCKDB_PATH] = duckdb_path
-    test_artifacts_directory.mkdir(parents=True, exist_ok=True)
-    dagger_log_path = test_artifacts_directory / "dagger.log"
-    config.stash[stash_keys.IS_PERMITTED_BOOL] = False
-    report_path = test_artifacts_directory / "report.html"
-    private_details_path = test_artifacts_directory / "private_details.html"
-    config.stash[stash_keys.TEST_ARTIFACT_DIRECTORY] = test_artifacts_directory
-    dagger_log_path.touch()
-    LOGGER.info("Dagger log path: %s", dagger_log_path)
-    config.stash[stash_keys.DAGGER_LOG_PATH] = dagger_log_path
-    config.stash[stash_keys.PR_URL] = get_option_or_fail(config, "--pr-url")
-    _connection_id = config.getoption("--connection-id")
-    config.stash[stash_keys.AUTO_SELECT_CONNECTION] = _connection_id == "auto"
-    config.stash[stash_keys.CONNECTOR_IMAGE] = get_option_or_fail(config, "--connector-image")
-    config.stash[stash_keys.TARGET_VERSION] = get_option_or_fail(config, "--target-version")
-    config.stash[stash_keys.CONTROL_VERSION] = get_control_version(config)
-    config.stash[stash_keys.CONNECTION_SUBSET] = ConnectionSubset(get_option_or_fail(config, "--connection-subset"))
-    custom_source_config_path = config.getoption("--config-path")
-    custom_configured_catalog_path = config.getoption("--catalog-path")
-    custom_state_path = config.getoption("--state-path")
-    config.stash[stash_keys.SELECTED_STREAMS] = set(config.getoption("--stream") or [])
-    config.stash[stash_keys.TEST_EVALUATION_MODE] = TestEvaluationMode(config.getoption("--test-evaluation-mode", "strict"))
-    config.stash[stash_keys.MAX_CONNECTIONS] = config.getoption("--max-connections")
-    config.stash[stash_keys.MAX_CONNECTIONS] = (
-        int(config.stash[stash_keys.MAX_CONNECTIONS]) if config.stash[stash_keys.MAX_CONNECTIONS] else None
-    )
-
-    config.stash[stash_keys.DISABLE_PROXY] = config.getoption("--disable-proxy")
-
-    if config.stash[stash_keys.RUN_IN_AIRBYTE_CI]:
-        config.stash[stash_keys.SHOULD_READ_WITH_STATE] = bool(config.getoption("--should-read-with-state"))
-    elif _should_read_with_state := config.getoption("--should-read-with-state"):
-        config.stash[stash_keys.SHOULD_READ_WITH_STATE] = _should_read_with_state
-    else:
-        config.stash[stash_keys.SHOULD_READ_WITH_STATE] = prompt_for_read_with_or_without_state()
-
-    retrieval_reason = f"Running live tests on connection for connector {config.stash[stash_keys.CONNECTOR_IMAGE]} on target versions ({config.stash[stash_keys.TARGET_VERSION]})."
-
-    try:
-        config.stash[stash_keys.ALL_CONNECTION_OBJECTS] = get_connection_objects(
-            {
-                ConnectionObject.SOURCE_CONFIG,
-                ConnectionObject.CATALOG,
-                ConnectionObject.CONFIGURED_CATALOG,
-                ConnectionObject.STATE,
-                ConnectionObject.WORKSPACE_ID,
-                ConnectionObject.SOURCE_DOCKER_IMAGE,
-                ConnectionObject.SOURCE_ID,
-                ConnectionObject.DESTINATION_ID,
-            },
-            None if _connection_id == "auto" else _connection_id,
-            Path(custom_source_config_path) if custom_source_config_path else None,
-            Path(custom_configured_catalog_path) if custom_configured_catalog_path else None,
-            Path(custom_state_path) if custom_state_path else None,
-            retrieval_reason,
-            connector_image=config.stash[stash_keys.CONNECTOR_IMAGE],
-            connector_version=config.stash[stash_keys.CONTROL_VERSION],
-            auto_select_connections=config.stash[stash_keys.AUTO_SELECT_CONNECTION],
-            selected_streams=config.stash[stash_keys.SELECTED_STREAMS],
-            connection_subset=config.stash[stash_keys.CONNECTION_SUBSET],
-            max_connections=config.stash[stash_keys.MAX_CONNECTIONS],
-        )
-        config.stash[stash_keys.IS_PERMITTED_BOOL] = True
-    except (ConnectionNotFoundError, InvalidConnectionError) as exc:
-        clean_up_artifacts(MAIN_OUTPUT_DIRECTORY, LOGGER)
-        LOGGER.error(
-            f"Failed to retrieve a valid a connection which is using the control version {config.stash[stash_keys.CONTROL_VERSION]}."
-        )
-        pytest.exit(str(exc))
-
-    if config.stash[stash_keys.CONTROL_VERSION] == config.stash[stash_keys.TARGET_VERSION]:
-        pytest.exit(f"Control and target versions are the same: {control_version}. Please provide different versions.")
-
-    config.stash[stash_keys.PRIVATE_DETAILS_REPORT] = PrivateDetailsReport(
-        private_details_path,
-        config,
-    )
-
-    config.stash[stash_keys.TEST_REPORT] = TestReport(
-        report_path,
-        config,
-        private_details_url=config.stash[stash_keys.PRIVATE_DETAILS_REPORT].path.resolve().as_uri(),
-    )
-
-    webbrowser.open_new_tab(config.stash[stash_keys.TEST_REPORT].path.resolve().as_uri())
-
-
-def get_artifacts_directory(config: pytest.Config) -> Path:
-    run_id = config.stash[stash_keys.SESSION_RUN_ID]
-    return MAIN_OUTPUT_DIRECTORY / f"session_{run_id}"
-
-
-def pytest_collection_modifyitems(config: pytest.Config, items: list[pytest.Item]) -> None:
-    for item in items:
-        if config.stash[stash_keys.SHOULD_READ_WITH_STATE] and "without_state" in item.keywords:
-            item.add_marker(pytest.mark.skip(reason="Test is marked with without_state marker"))
-        if not config.stash[stash_keys.SHOULD_READ_WITH_STATE] and "with_state" in item.keywords:
-            item.add_marker(pytest.mark.skip(reason="Test is marked with with_state marker"))
-
-
-def pytest_terminal_summary(terminalreporter: SugarTerminalReporter, exitstatus: int, config: Config) -> None:
-    config.stash[stash_keys.TEST_REPORT].update(ReportState.FINISHED)
-    config.stash[stash_keys.PRIVATE_DETAILS_REPORT].update(ReportState.FINISHED)
-    if not config.stash.get(stash_keys.IS_PERMITTED_BOOL, False):
-        # Don't display the prompt if the tests were not run due to inability to fetch config
-        clean_up_artifacts(MAIN_OUTPUT_DIRECTORY, LOGGER)
-        pytest.exit(str(NotPermittedError))
-
-    terminalreporter.ensure_newline()
-    terminalreporter.section("Test artifacts", sep="=", bold=True, blue=True)
-    terminalreporter.line(
-        f"All tests artifacts for this sessions should be available in {config.stash[stash_keys.TEST_ARTIFACT_DIRECTORY].resolve()}"
-    )
-
-    if not config.stash[stash_keys.RUN_IN_AIRBYTE_CI]:
-        try:
-            Prompt.ask(
-                textwrap.dedent(
-                    """
-                    Test artifacts will be destroyed after this prompt.
-                    Press enter when you're done reading them.
-                    🚨 Do not copy them elsewhere on your disk!!! 🚨
-                    """
-                )
-            )
-        finally:
-            clean_up_artifacts(MAIN_OUTPUT_DIRECTORY, LOGGER)
-
-
-def pytest_keyboard_interrupt(excinfo: Exception) -> None:
-    LOGGER.error("Test execution was interrupted by the user. Cleaning up test artifacts.")
-    clean_up_artifacts(MAIN_OUTPUT_DIRECTORY, LOGGER)
-
-
-@pytest.hookimpl(tryfirst=True, hookwrapper=True)
-def pytest_runtest_makereport(item: pytest.Item, call: pytest.CallInfo) -> Generator:
-    outcome = yield
-    report = outcome.get_result()
-
-    # Overwrite test failures with passes for tests being run in diagnostic mode
-    if (
-        item.config.stash.get(stash_keys.TEST_EVALUATION_MODE, TestEvaluationMode.STRICT) == TestEvaluationMode.DIAGNOSTIC
-        and "allow_diagnostic_mode" in item.keywords
-    ):
-        if call.when == "call":
-            if call.excinfo:
-                if report.outcome == "failed":
-                    report.outcome = "passed"
-
-    # This is to add skipped or failed tests due to upstream fixture failures on setup
-    if report.outcome in ["failed", "skipped"] or report.when == "call":
-        item.config.stash[stash_keys.TEST_REPORT].add_test_result(
-            report,
-            item.function.__doc__,  # type: ignore
-        )
-
-
-# HELPERS
-
-
-def get_option_or_fail(config: pytest.Config, option: str) -> str:
-    if option_value := config.getoption(option):
-        return option_value
-    pytest.fail(f"Missing required option: {option}")
-
-
-def get_control_version(config: pytest.Config) -> str:
-    if control_version := config.getoption("--control-version"):
-        return control_version
-    if connector_docker_repository := config.getoption("--connector-image"):
-        return get_current_docker_image_tag(connector_docker_repository)
-    raise ValueError("The control version can't be determined, please pass a --control-version or a --connector-image")
-
-
-def prompt_for_confirmation(user_email: str) -> None:
-    message = textwrap.dedent(
-        f"""
-    👮 This program is running on live Airbyte Cloud connection.
-    It means that it might induce costs or rate limits on the source.
-    This program is storing tests artifacts in {MAIN_OUTPUT_DIRECTORY.resolve()} that you can use for debugging. They will get destroyed after the program execution.
-
-    By approving this prompt, you ({user_email}) confirm that:
-    1. You understand the implications of running this test suite.
-    2. You have selected the correct target and control versions.
-    3. You have selected the right tests according to your testing needs.
-    4. You will not copy the test artifacts content.
-    5. You want to run the program on the passed connection ID.
-
-    Usage of this tool is tracked and logged.
-
-    Do you want to continue?
-    """
-    )
-    if not os.environ.get("CI") and not Confirm.ask(message):
-        pytest.exit("Test execution was interrupted by the user.")
-
-
-def prompt_for_read_with_or_without_state() -> bool:
-    message = textwrap.dedent(
-        """
-    📖 Do you want to run the read command with or without state?
-    1. Run the read command with state
-    2. Run the read command without state
-
-    We recommend reading with state to properly test incremental sync.
-    But if the target version introduces a breaking change in the state, you might want to run without state.
-    """
-    )
-    return Prompt.ask(message) == "1"
-
-
-# FIXTURES
-
-
-@pytest.fixture(scope="session")
-def anyio_backend() -> str:
-    return "asyncio"
-
-
-@pytest.fixture(scope="session")
-def test_artifacts_directory(request: SubRequest) -> Path:
-    return request.config.stash[stash_keys.TEST_ARTIFACT_DIRECTORY]
-
-
-@pytest.fixture(scope="session")
-def connector_image(request: SubRequest) -> str:
-    return request.config.stash[stash_keys.CONNECTOR_IMAGE]
-
-
-@pytest.fixture(scope="session")
-def control_version(request: SubRequest) -> str:
-    return request.config.stash[stash_keys.CONTROL_VERSION]
-
-
-@pytest.fixture(scope="session")
-def target_version(request: SubRequest) -> str:
-    return request.config.stash[stash_keys.TARGET_VERSION]
-
-
-@pytest.fixture(scope="session")
-def all_connection_objects(request: SubRequest) -> List[ConnectionObjects]:
-    return request.config.stash[stash_keys.ALL_CONNECTION_OBJECTS]
-
-
-def get_connector_config(connection_objects: ConnectionObjects, control_connector: ConnectorUnderTest) -> Optional[SecretDict]:
-    if control_connector.actor_type is ActorType.SOURCE:
-        return connection_objects.source_config
-    elif control_connector.actor_type is ActorType.DESTINATION:
-        return connection_objects.destination_config
-    else:
-        raise ValueError(f"Actor type {control_connector.actor_type} is not supported")
-
-
-@pytest.fixture(scope="session")
-def actor_id(connection_objects: ConnectionObjects, control_connector: ConnectorUnderTest) -> str | None:
-    if control_connector.actor_type is ActorType.SOURCE:
-        return connection_objects.source_id
-    elif control_connector.actor_type is ActorType.DESTINATION:
-        return connection_objects.destination_id
-    else:
-        raise ValueError(f"Actor type {control_connector.actor_type} is not supported")
-
-
-def get_actor_id(connection_objects: ConnectionObjects, control_connector: ConnectorUnderTest) -> str | None:
-    if control_connector.actor_type is ActorType.SOURCE:
-        return connection_objects.source_id
-    elif control_connector.actor_type is ActorType.DESTINATION:
-        return connection_objects.destination_id
-    else:
-        raise ValueError(f"Actor type {control_connector.actor_type} is not supported")
-
-
-@pytest.fixture(scope="session")
-def configured_streams(
-    configured_catalog: ConfiguredAirbyteCatalog,
-) -> Iterable[str]:
-    return {stream.stream.name for stream in configured_catalog.streams}
-
-
-@pytest.fixture(scope="session")
-def state(connection_objects: ConnectionObjects) -> Optional[dict]:
-    return connection_objects.state
-
-
-@pytest.fixture(scope="session")
-def dagger_connection(request: SubRequest) -> dagger.Connection:
-    return dagger.Connection(dagger.Config(log_output=request.config.stash[stash_keys.DAGGER_LOG_PATH].open("w")))
-
-
-@pytest.fixture(scope="session", autouse=True)
-async def dagger_client(
-    dagger_connection: dagger.Connection,
-) -> AsyncIterable[dagger.Client]:
-    async with dagger_connection as client:
-        yield client
-
-
-@pytest.fixture(scope="session")
-async def control_connector(dagger_client: dagger.Client, connector_image: str, control_version: str) -> ConnectorUnderTest:
-    return await ConnectorUnderTest.from_image_name(dagger_client, f"{connector_image}:{control_version}", TargetOrControl.CONTROL)
-
-
-@pytest.fixture(scope="session")
-async def target_connector(dagger_client: dagger.Client, connector_image: str, target_version: str) -> ConnectorUnderTest:
-    return await ConnectorUnderTest.from_image_name(dagger_client, f"{connector_image}:{target_version}", TargetOrControl.TARGET)
-
-
-@pytest.fixture(scope="session")
-def duckdb_path(request: SubRequest) -> Path:
-    return request.config.stash[stash_keys.DUCKDB_PATH]
-
-
-def get_execution_inputs_for_command(
-    command: Command,
-    connection_objects: ConnectionObjects,
-    control_connector: ConnectorUnderTest,
-    test_artifacts_directory: Path,
-    duckdb_path: Path,
-) -> ExecutionInputs:
-    """Get the execution inputs for the given command and connection objects."""
-    actor_id = get_actor_id(connection_objects, control_connector)
-
-    inputs_arguments = {
-        "hashed_connection_id": connection_objects.hashed_connection_id,
-        "connector_under_test": control_connector,
-        "actor_id": actor_id,
-        "global_output_dir": test_artifacts_directory,
-        "command": command,
-        "duckdb_path": duckdb_path,
-    }
-
-    if command.needs_config:
-        connector_config = get_connector_config(connection_objects, control_connector)
-        if not connector_config:
-            pytest.skip("Config is not provided. The config fixture can't be used.")
-        inputs_arguments["config"] = connector_config
-    if command.needs_catalog:
-        configured_catalog = connection_objects.configured_catalog
-        if not configured_catalog:
-            pytest.skip("Catalog is not provided. The catalog fixture can't be used.")
-        inputs_arguments["configured_catalog"] = connection_objects.configured_catalog
-    if command.needs_state:
-        state = connection_objects.state
-        if not state:
-            pytest.skip("State is not provided. The state fixture can't be used.")
-        inputs_arguments["state"] = state
-
-    return ExecutionInputs(**inputs_arguments)
-
-
-async def run_command(
-    dagger_client: dagger.Client,
-    command: Command,
-    connection_objects: ConnectionObjects,
-    connector: ConnectorUnderTest,
-    test_artifacts_directory: Path,
-    duckdb_path: Path,
-    runs_in_ci,
-    disable_proxy: bool = False,
-) -> ExecutionResult:
-    """Run the given command for the given connector and connection objects."""
-    execution_inputs = get_execution_inputs_for_command(command, connection_objects, connector, test_artifacts_directory, duckdb_path)
-    logging.info(f"Running {command} for {connector.target_or_control.value} connector {execution_inputs.connector_under_test.name}")
-    proxy = None
-
-    if not disable_proxy:
-        proxy_hostname = f"proxy_server_{command.value}_{execution_inputs.connector_under_test.version.replace('.', '_')}"
-        proxy = Proxy(dagger_client, proxy_hostname, connection_objects.connection_id)
-
-    runner = ConnectorRunner(dagger_client, execution_inputs, runs_in_ci, http_proxy=proxy)
-    execution_result = await runner.run()
-    return execution_result, proxy
-
-
-async def run_command_and_add_to_report(
-    dagger_client: dagger.Client,
-    command: Command,
-    connection_objects: ConnectionObjects,
-    connector: ConnectorUnderTest,
-    test_artifacts_directory: Path,
-    duckdb_path: Path,
-    runs_in_ci,
-    test_report: TestReport,
-    private_details_report: PrivateDetailsReport,
-    disable_proxy: bool = False,
-) -> ExecutionResult:
-    """Run the given command for the given connector and connection objects and add the results to the test report."""
-    execution_result, proxy = await run_command(
-        dagger_client,
-        command,
-        connection_objects,
-        connector,
-        test_artifacts_directory,
-        duckdb_path,
-        runs_in_ci,
-        disable_proxy=disable_proxy,
-    )
-    if connector.target_or_control is TargetOrControl.CONTROL:
-        test_report.add_control_execution_result(execution_result)
-        private_details_report.add_control_execution_result(execution_result)
-    if connector.target_or_control is TargetOrControl.TARGET:
-        test_report.add_target_execution_result(execution_result)
-        private_details_report.add_target_execution_result(execution_result)
-    return execution_result, proxy
-
-
-def generate_execution_results_fixture(command: Command, control_or_target: str) -> Callable:
-    """Dynamically generate the fixture for the given command and control/target.
-    This is mainly to avoid code duplication and to make the code more maintainable.
-    Declaring this explicitly for each command and control/target combination would be cumbersome.
-    """
-
-    if control_or_target not in ["control", "target"]:
-        raise ValueError("control_or_target should be either 'control' or 'target'")
-    if command not in [Command.SPEC, Command.CHECK, Command.DISCOVER, Command.READ, Command.READ_WITH_STATE]:
-        raise ValueError("command should be either 'spec', 'check', 'discover', 'read' or 'read_with_state'")
-
-    if control_or_target == "control":
-
-        @pytest.fixture(scope="session")
-        async def generated_fixture(
-            request: SubRequest, dagger_client: dagger.Client, control_connector: ConnectorUnderTest, test_artifacts_directory: Path
-        ) -> ExecutionResult:
-            connection_objects = request.param
-            disable_proxy = request.config.stash[stash_keys.DISABLE_PROXY]
-
-            execution_results, proxy = await run_command_and_add_to_report(
-                dagger_client,
-                command,
-                connection_objects,
-                control_connector,
-                test_artifacts_directory,
-                request.config.stash[stash_keys.DUCKDB_PATH],
-                request.config.stash[stash_keys.RUN_IN_AIRBYTE_CI],
-                request.config.stash[stash_keys.TEST_REPORT],
-                request.config.stash[stash_keys.PRIVATE_DETAILS_REPORT],
-                disable_proxy=disable_proxy,
-            )
-
-            yield execution_results
-
-            if not disable_proxy:
-                await proxy.clear_cache_volume()
-
-    else:
-
-        @pytest.fixture(scope="session")
-        async def generated_fixture(
-            request: SubRequest, dagger_client: dagger.Client, target_connector: ConnectorUnderTest, test_artifacts_directory: Path
-        ) -> ExecutionResult:
-            connection_objects = request.param
-            disable_proxy = request.config.stash[stash_keys.DISABLE_PROXY]
-
-            execution_results, proxy = await run_command_and_add_to_report(
-                dagger_client,
-                command,
-                connection_objects,
-                target_connector,
-                test_artifacts_directory,
-                request.config.stash[stash_keys.DUCKDB_PATH],
-                request.config.stash[stash_keys.RUN_IN_AIRBYTE_CI],
-                request.config.stash[stash_keys.TEST_REPORT],
-                request.config.stash[stash_keys.PRIVATE_DETAILS_REPORT],
-                disable_proxy=disable_proxy,
-            )
-
-            yield execution_results
-
-            if not disable_proxy:
-                await proxy.clear_cache_volume()
-
-    return generated_fixture
-
-
-def inject_fixtures() -> set[str]:
-    """Dynamically generate th execution result fixtures for all the combinations of commands and control/target.
-    The fixtures will be named as <command>_<control/target>_execution_result
-    Add the generated fixtures to the global namespace.
-    """
-    execution_result_fixture_names = []
-    for command, control_or_target in product([command for command in Command], ["control", "target"]):
-        fixture_name = f"{command.name.lower()}_{control_or_target}_execution_result"
-        globals()[fixture_name] = generate_execution_results_fixture(command, control_or_target)
-        execution_result_fixture_names.append(fixture_name)
-    return set(execution_result_fixture_names)
-
-
-EXECUTION_RESULT_FIXTURES = inject_fixtures()
-
-
-def pytest_generate_tests(metafunc):
-    """This function is called for each test function.
-    It helps in parameterizing the test functions with the connection objects.
-    It will provide the connection objects to the "*_execution_result" fixtures as parameters.
-    This will make sure that the tests are run for all the connection objects available in the configuration.
-    """
-    all_connection_objects = metafunc.config.stash[stash_keys.ALL_CONNECTION_OBJECTS]
-    requested_fixtures = [fixture_name for fixture_name in metafunc.fixturenames if fixture_name in EXECUTION_RESULT_FIXTURES]
-    assert isinstance(all_connection_objects, list), "all_connection_objects should be a list"
-
-    if not requested_fixtures:
-        return
-    metafunc.parametrize(
-        requested_fixtures,
-        [[c] * len(requested_fixtures) for c in all_connection_objects],
-        indirect=requested_fixtures,
-        ids=[f"CONNECTION {c.connection_id[:8]}" for c in all_connection_objects],
-    )
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/consts.py b/airbyte-ci/connectors/live-tests/src/live_tests/consts.py
deleted file mode 100644
index 16bfc69e55bd..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/consts.py
+++ /dev/null
@@ -1,4 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-MAX_LINES_IN_REPORT = 1000
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/pytest.ini b/airbyte-ci/connectors/live-tests/src/live_tests/pytest.ini
deleted file mode 100644
index bca444d47897..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/pytest.ini
+++ /dev/null
@@ -1,9 +0,0 @@
-[pytest]
-addopts = --capture=no
-console_output_style = progress
-log_cli = True
-log_cli_level= INFO
-markers =
-    allow_diagnostic_mode: mark a test as eligible for diagnostic mode.
-    with_state: mark test as running a read command with state.
-    without_state: mark test as running a read command without state.
\ No newline at end of file
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/README.md b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/README.md
deleted file mode 100644
index 93f84175f1ad..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/README.md
+++ /dev/null
@@ -1,37 +0,0 @@
-# LLM-Based Regression Test Evaluation
-
-Automated evaluation of connector regression test reports using LLM models.
-
-## How It Works
-
-After regression tests complete, this evaluates the HTML report and writes a pass/fail judgment to `GITHUB_STEP_SUMMARY`.
-
-## Configuration
-
-**Environment Variables:**
-- `OPENAI_API_KEY` - API key (use `ollama` for Ollama)
-- `OPENAI_BASE_URL` - Base URL for OpenAI-compatible API (e.g., `http://127.0.0.1:11434/v1` for Ollama)
-- `EVAL_MODEL` - Model name (defaults to `gpt-4o`)
-
-**Evaluation Prompt:**
-Stored in `.github/prompts/regression-evaluation.prompt.yaml` following GitHub's prompt format. Uses `{{report_text}}` placeholder for dynamic content injection.
-
-## Local Testing
-
-```bash
-# Install Ollama
-curl -fsSL https://ollama.com/install.sh | sh
-ollama serve &
-ollama pull llama3.2:3b
-
-# Set environment
-export OPENAI_API_KEY=ollama
-export OPENAI_BASE_URL=http://127.0.0.1:11434/v1
-export EVAL_MODEL=llama3.2:3b
-
-# Run evaluation
-cd airbyte-ci/connectors/live-tests
-poetry install
-poetry run python src/live_tests/regression_tests/llm_evaluation/evaluate_report.py \
-  --report-path /path/to/report.html
-```
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/__init__.py
deleted file mode 100644
index 7f66676b8716..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/evaluate_report.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/evaluate_report.py
deleted file mode 100644
index ac9f33c8016e..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/llm_evaluation/evaluate_report.py
+++ /dev/null
@@ -1,299 +0,0 @@
-#!/usr/bin/env python3
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-"""
-LLM-based evaluation of regression test reports.
-
-This script reads a regression test report (HTML format) and uses OpenAI's LLM
-to evaluate the results, make a pass/fail judgment, and generate a summary.
-The summary is written to GITHUB_STEP_SUMMARY for display in GitHub Actions.
-"""
-
-import argparse
-import json
-import os
-import sys
-from pathlib import Path
-from typing import Any
-
-import yaml
-from bs4 import BeautifulSoup
-from openai import OpenAI
-
-MAX_REPORT_CHARS = 200000
-
-# Default evaluation prompt
-EVAL_PROMPT = """You are an expert at evaluating connector regression test results. 
-Your task is to analyze the test report and determine if the regression tests should PASS or FAIL.
-
-Consider the following criteria:
-1. All test cases should pass (no failed tests)
-2. Record count differences between control and target versions should be minimal or explainable
-3. Message count differences should not indicate data loss or corruption
-4. Stream coverage should be reasonable
-5. Any warnings or errors in test outputs should be evaluated for severity
-
-Provide your evaluation in the following JSON format:
-{
-    "pass": true/false,
-    "summary": "A concise 2-3 sentence summary of the evaluation",
-    "reasoning": "Detailed reasoning for your pass/fail decision, including specific issues found",
-    "severity": "critical/major/minor/none",
-    "recommendations": "Any recommendations for addressing issues"
-}
-
-Be strict but fair in your evaluation. Minor differences are acceptable, but data loss, 
-corruption, or test failures should result in a FAIL."""
-
-
-def load_prompt_from_yaml(yaml_path: Path | None = None) -> tuple[list[dict[str, str]] | None, str | None, dict[str, Any] | None]:
-    """
-    Load prompt from GitHub-format YAML file.
-
-    Args:
-        yaml_path: Path to the .prompt.yaml file. If None, uses default location.
-
-    Returns:
-        Tuple of (messages, model, modelParameters) or (None, None, None) if file not found or invalid
-    """
-    if yaml_path is None:
-        # Default location: .github/prompts/regression-evaluation.prompt.yaml
-        github_workspace = os.environ.get("GITHUB_WORKSPACE")
-        if github_workspace:
-            yaml_path = Path(github_workspace) / ".github" / "prompts" / "regression-evaluation.prompt.yaml"
-        else:
-            script_dir = Path(__file__).parent
-            repo_root = script_dir.parent.parent.parent.parent.parent.parent
-            yaml_path = repo_root / ".github" / "prompts" / "regression-evaluation.prompt.yaml"
-
-    if not yaml_path.exists():
-        print(f"Prompt file not found at {yaml_path}, using default hardcoded prompt")
-        return None, None, None
-
-    try:
-        with open(yaml_path, "r", encoding="utf-8") as f:
-            prompt_data = yaml.safe_load(f)
-
-        messages = prompt_data.get("messages", [])
-        model = prompt_data.get("model")
-        model_params = prompt_data.get("modelParameters", {})
-
-        if not messages:
-            print(f"Warning: No messages found in {yaml_path}, using default hardcoded prompt")
-            return None, None, None
-
-        print(f"Loaded prompt from {yaml_path}")
-        return messages, model, model_params
-
-    except Exception as e:
-        print(f"Warning: Failed to load prompt from {yaml_path}: {e}")
-        print("Using default hardcoded prompt")
-        return None, None, None
-
-
-def load_report_text(html_path: Path) -> str:
-    """
-    Load and convert HTML report to clean text.
-
-    Args:
-        html_path: Path to the report.html file
-
-    Returns:
-        Clean text representation of the report
-    """
-    with open(html_path, "r", encoding="utf-8") as f:
-        html_content = f.read()
-
-    soup = BeautifulSoup(html_content, "html.parser")
-
-    for element in soup(["script", "style"]):
-        element.decompose()
-
-    report_text = soup.get_text("\n", strip=True)
-
-    report_text = "\n".join(line.strip() for line in report_text.splitlines() if line.strip())
-
-    if len(report_text) > MAX_REPORT_CHARS:
-        original_length = len(report_text)
-        report_text = report_text[:MAX_REPORT_CHARS]
-        truncation_note = f"\n\n[Report truncated from {original_length} to {MAX_REPORT_CHARS} characters for evaluation]"
-        report_text += truncation_note
-        print(f"Warning: Report truncated from {original_length} to {MAX_REPORT_CHARS} characters")
-
-    return report_text
-
-
-def evaluate_with_llm(report_text: str, prompt: str | None = None, prompt_yaml_path: Path | None = None) -> dict[str, Any]:
-    """
-    Use OpenAI LLM to evaluate the regression test report.
-
-    Supports both OpenAI API and Ollama (OpenAI-compatible).
-    Configure via environment variables:
-    - OPENAI_API_KEY: API key (use 'ollama' for Ollama)
-    - OPENAI_BASE_URL: Optional base URL (e.g., http://127.0.0.1:11434/v1 for Ollama)
-    - EVAL_MODEL: Model name (defaults to gpt-4o, use llama3.2:3b for Ollama)
-    - EVAL_PROMPT_PATH: Optional path to custom .prompt.yaml file
-
-    Args:
-        report_text: Full text of the report
-        prompt: Optional custom evaluation prompt string (legacy, overrides YAML)
-        prompt_yaml_path: Optional path to .prompt.yaml file
-
-    Returns:
-        Dictionary containing evaluation results with 'pass', 'summary', 'reasoning', 'severity', and 'recommendations' keys
-
-    Raises:
-        Exception: If LLM evaluation fails after retry
-    """
-    api_key = os.environ.get("OPENAI_API_KEY")
-    base_url = os.environ.get("OPENAI_BASE_URL")
-    model = os.environ.get("EVAL_MODEL", "gpt-4o")
-
-    if base_url:
-        client = OpenAI(api_key=api_key, base_url=base_url)
-        print(f"Using custom base URL: {base_url}")
-    else:
-        client = OpenAI(api_key=api_key)
-
-    yaml_messages, yaml_model, yaml_params = load_prompt_from_yaml(prompt_yaml_path)
-
-    if yaml_model and not os.environ.get("EVAL_MODEL"):
-        model = yaml_model
-
-    temperature = 0.3
-    if yaml_params and "temperature" in yaml_params:
-        temperature = yaml_params["temperature"]
-
-    print(f"Using model: {model}")
-
-    if prompt is not None:
-        messages = [
-            {"role": "system", "content": prompt},
-            {"role": "user", "content": f"Report:\n\n{report_text}"},
-        ]
-    elif yaml_messages:
-        messages = []
-        for msg in yaml_messages:
-            content = msg.get("content", "")
-            content = content.replace("{{report_text}}", report_text)
-            messages.append({"role": msg["role"], "content": content})
-    else:
-        # Fallback to hardcoded EVAL_PROMPT
-        messages = [
-            {"role": "system", "content": EVAL_PROMPT},
-            {"role": "user", "content": f"Report:\n\n{report_text}"},
-        ]
-
-    try:
-        response = client.chat.completions.create(
-            model=model,
-            messages=messages,
-            temperature=temperature,
-            response_format={"type": "json_object"},
-        )
-
-        evaluation = json.loads(response.choices[0].message.content)
-        return evaluation
-    except Exception as e:
-        error_msg = str(e).lower()
-        if "response_format" in error_msg or "json_object" in error_msg:
-            print(f"Warning: JSON response format not supported, retrying without it: {e}")
-            response = client.chat.completions.create(
-                model=model,
-                messages=messages,
-                temperature=temperature,
-            )
-            content = response.choices[0].message.content
-            evaluation = json.loads(content)
-            return evaluation
-        raise
-
-
-def write_github_summary(evaluation: dict[str, Any], model: str | None = None) -> None:
-    """
-    Write the evaluation summary to GITHUB_STEP_SUMMARY.
-
-    Args:
-        evaluation: LLM evaluation results
-        model: Model name used for evaluation (optional)
-    """
-    summary_file = os.environ.get("GITHUB_STEP_SUMMARY")
-    if not summary_file:
-        print("Warning: GITHUB_STEP_SUMMARY environment variable not set. Writing to stdout instead.")
-        summary_file = "/dev/stdout"
-
-    status_emoji = "✅" if evaluation["pass"] else "❌"
-
-    model_info = f"model: {model}" if model else "OpenAI-compatible API"
-
-    markdown = f"""# {status_emoji} Regression Test Evaluation: {"PASS" if evaluation['pass'] else "FAIL"}
-
-{evaluation['summary']}
-
-
-{evaluation['reasoning']}
-
-{evaluation.get('recommendations', 'No specific recommendations.')}
-
----
-*This evaluation was generated using {model_info}*
-"""
-
-    with open(summary_file, "a", encoding="utf-8") as f:
-        f.write(markdown)
-
-    print(f"Summary written to {summary_file}")
-
-
-def main():
-    """Main entry point for the LLM evaluation script."""
-    parser = argparse.ArgumentParser(description="Evaluate regression test reports using OpenAI LLM")
-    parser.add_argument("--report-path", type=Path, required=True, help="Path to the report.html file")
-    parser.add_argument("--prompt-file", type=Path, help="Optional path to a custom evaluation prompt file")
-    parser.add_argument("--output-json", type=Path, help="Optional path to write evaluation results as JSON")
-
-    args = parser.parse_args()
-
-    if not os.environ.get("OPENAI_API_KEY"):
-        print("Error: OPENAI_API_KEY environment variable not set", file=sys.stderr)
-        sys.exit(1)
-
-    if not args.report_path.exists():
-        print(f"Error: Report file not found: {args.report_path}", file=sys.stderr)
-        sys.exit(1)
-
-    print(f"Loading report from: {args.report_path}")
-    report_text = load_report_text(args.report_path)
-    print(f"Report loaded: {len(report_text)} characters")
-
-    custom_prompt = None
-    if args.prompt_file and args.prompt_file.exists():
-        with open(args.prompt_file, "r", encoding="utf-8") as f:
-            custom_prompt = f.read()
-        print(f"Using custom prompt from: {args.prompt_file}")
-
-    prompt_yaml_path = None
-    eval_prompt_path = os.environ.get("EVAL_PROMPT_PATH")
-    if eval_prompt_path:
-        prompt_yaml_path = Path(eval_prompt_path)
-
-    print("Evaluating report with LLM...")
-    evaluation = evaluate_with_llm(report_text, custom_prompt, prompt_yaml_path)
-
-    print(f"\nEvaluation Result: {'PASS' if evaluation['pass'] else 'FAIL'}")
-    print(f"Summary: {evaluation['summary']}")
-
-    model = os.environ.get("EVAL_MODEL", "gpt-4o")
-    write_github_summary(evaluation, model)
-
-    if args.output_json:
-        output_data = {"evaluation": evaluation}
-        with open(args.output_json, "w", encoding="utf-8") as f:
-            json.dump(output_data, f, indent=2)
-        print(f"Evaluation results written to: {args.output_json}")
-
-    sys.exit(0 if evaluation["pass"] else 1)
-
-
-if __name__ == "__main__":
-    main()
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_check.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_check.py
deleted file mode 100644
index b18298472aef..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_check.py
+++ /dev/null
@@ -1,50 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from collections.abc import Callable
-
-import pytest
-
-from live_tests.commons.models import ExecutionResult
-from live_tests.consts import MAX_LINES_IN_REPORT
-from live_tests.utils import fail_test_on_failing_execution_results, is_successful_check, tail_file
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-async def test_check_passes_on_both_versions(
-    record_property: Callable,
-    check_control_execution_result: ExecutionResult,
-    check_target_execution_result: ExecutionResult,
-) -> None:
-    """This test runs the check command on both the control and target connectors.
-    It makes sure that the check command succeeds on both connectors.
-    Success is determined by the presence of a connection status message with a status of SUCCEEDED.
-    """
-    fail_test_on_failing_execution_results(
-        record_property,
-        [
-            check_control_execution_result,
-            check_target_execution_result,
-        ],
-    )
-
-    successful_control_check: bool = is_successful_check(check_control_execution_result)
-    successful_target_check: bool = is_successful_check(check_target_execution_result)
-    error_messages = []
-    if not successful_control_check:
-        record_property(
-            f"Control CHECK standard output [Last {MAX_LINES_IN_REPORT} lines]",
-            tail_file(check_control_execution_result.stdout_file_path, n=MAX_LINES_IN_REPORT),
-        )
-        error_messages.append("The control check did not succeed, we cannot compare the results.")
-    if not successful_target_check:
-        record_property(
-            f"Target CHECK standard output  [Last {MAX_LINES_IN_REPORT} lines]",
-            tail_file(check_target_execution_result.stdout_file_path, n=MAX_LINES_IN_REPORT),
-        )
-        error_messages.append("The target check did not succeed. Check the test artifacts for more information.")
-    if error_messages:
-        pytest.fail("\n".join(error_messages))
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_discover.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_discover.py
deleted file mode 100644
index f4cd47d4b8e8..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_discover.py
+++ /dev/null
@@ -1,104 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import json
-from collections.abc import Callable, Iterable
-
-import pytest
-from _pytest.fixtures import SubRequest
-from airbyte_protocol.models import AirbyteStream  # type: ignore
-
-from live_tests.commons.models import ExecutionResult
-from live_tests.utils import fail_test_on_failing_execution_results, get_and_write_diff, get_catalog
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-async def test_catalog_are_the_same(
-    record_property: Callable,
-    request: SubRequest,
-    discover_control_execution_result: ExecutionResult,
-    discover_target_execution_result: ExecutionResult,
-) -> None:
-    """This test runs the discover command on both the control and target connectors.
-    It makes sure that the discover command returns the same catalog for both connectors.
-    A catalog diff is generated and stored in the test artifacts if the catalogs are not the same.
-    """
-    fail_test_on_failing_execution_results(
-        record_property,
-        [
-            discover_control_execution_result,
-            discover_target_execution_result,
-        ],
-    )
-
-    control_catalog = get_catalog(discover_control_execution_result)
-    target_catalog = get_catalog(discover_target_execution_result)
-
-    if control_catalog is None:
-        pytest.skip("The control discover did not return a catalog, we cannot compare the results.")
-
-    if target_catalog is None:
-        pytest.fail("The target discover did not return a catalog. Check the test artifacts for more information.")
-
-    control_streams = {c.name: c for c in control_catalog.streams}
-    target_streams = {t.name: t for t in target_catalog.streams}
-
-    catalog_diff_path_prefix = "catalog_diff"
-    catalog_diff = get_and_write_diff(
-        request,
-        _get_filtered_sorted_streams(control_streams, target_streams.keys(), True),
-        _get_filtered_sorted_streams(target_streams, control_streams.keys(), True),
-        catalog_diff_path_prefix,
-        True,
-        None,
-    )
-
-    control_streams_diff_path_prefix = "control_streams_diff"
-    control_streams_diff = get_and_write_diff(
-        request,
-        _get_filtered_sorted_streams(control_streams, target_streams.keys(), False),
-        [],
-        control_streams_diff_path_prefix,
-        True,
-        None,
-    )
-
-    target_streams_diff_path_prefix = "target_streams_diff"
-    target_streams_diff = get_and_write_diff(
-        request,
-        [],
-        _get_filtered_sorted_streams(target_streams, control_streams.keys(), False),
-        target_streams_diff_path_prefix,
-        True,
-        None,
-    )
-
-    has_diff = catalog_diff or control_streams_diff or target_streams_diff
-
-    if has_diff:
-        record_property("Catalog diff", catalog_diff)
-        record_property("Control streams diff", control_streams_diff)
-        record_property("Target streams diff", target_streams_diff)
-
-        if control_streams.keys() != target_streams.keys():
-            pytest.fail(
-                f"The set of streams in the control and target catalogs do not match. control_streams={', '.join(control_streams.keys())} target_streams={', '.join(target_streams.keys())}. Detailed diff is stored in Diff is stored at {catalog_diff}, {control_streams_diff}, and {target_streams_diff}."
-            )
-
-        else:
-            pytest.fail(
-                f"The control and target output are not the same. Diff is stored at {catalog_diff}, {control_streams_diff}, and {target_streams_diff}."
-            )
-
-
-def _get_filtered_sorted_streams(streams: dict[str, AirbyteStream], stream_set: Iterable[str], include_target: bool) -> list[dict]:
-    return sorted(
-        filter(
-            lambda x: (x["name"] in stream_set if include_target else x["name"] not in stream_set),
-            [json.loads(s.json(sort_keys=True)) for s in streams.values()],
-        ),
-        key=lambda x: x["name"],
-    )
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_read.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_read.py
deleted file mode 100644
index c55dae963289..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_read.py
+++ /dev/null
@@ -1,551 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import json
-from collections.abc import Callable, Generator, Iterable
-from typing import TYPE_CHECKING, Any, Optional
-
-import pytest
-from airbyte_protocol.models import AirbyteMessage  # type: ignore
-from deepdiff import DeepDiff  # type: ignore
-
-from live_tests.commons.models import ExecutionResult
-from live_tests.utils import fail_test_on_failing_execution_results, get_and_write_diff, get_test_logger, write_string_to_test_artifact
-
-if TYPE_CHECKING:
-    from _pytest.fixtures import SubRequest
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-EXCLUDE_PATHS = ["emitted_at"]
-
-
-class TestDataIntegrity:
-    """This class contains tests that check if the data integrity is preserved between the control and target versions.
-    The tests have some overlap but they are meant to be gradually stricter in terms of integrity checks.
-
-    1. test_record_count: On each stream, check if the target version produces at least the same number of records as the control version.
-    2. test_all_pks_are_produced_in_target_version: On each stream, check if all primary key values produced by the control version are present in the target version.
-    3. test_all_records_are_the_same: On each stream, check if all records produced by the control version are the same as in the target version. This will write a diff of the records to the test artifacts.
-
-    All these test have a full refresh and incremental variant.
-    """
-
-    async def _check_all_pks_are_produced_in_target_version(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_with_state_control_execution_result: ExecutionResult,
-        read_with_state_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test gathers all primary key values from the control version and checks if they are present in the target version for each stream.
-        If there are missing primary keys, the test fails and the missing records are stored in the test artifacts.
-        Args:
-            request (SubRequest): The test request.
-            record_property (Callable): A callable for stashing information on the report.
-            streams: (Iterable[str]): The list of streams configured for the connection.
-            primary_keys_per_stream (Dict[str, Optional[List[str]]]): The primary keys for each stream.
-            read_with_state_control_execution_result (ExecutionResult): The control version execution result.
-            read_with_state_target_execution_result (ExecutionResult): The target version execution result.
-        """
-        if not read_with_state_control_execution_result.primary_keys_per_stream:
-            pytest.skip("No primary keys provided on any stream. Skipping the test.")
-
-        logger = get_test_logger(request)
-        streams_with_missing_records = set()
-        for stream_name in read_with_state_control_execution_result.configured_streams:
-            _primary_key = read_with_state_control_execution_result.primary_keys_per_stream[stream_name]
-            if not _primary_key:
-                # TODO: report skipped PK test per individual stream
-                logger.warning(f"No primary keys provided on stream {stream_name}.")
-                continue
-
-            primary_key = _primary_key[0] if isinstance(_primary_key, list) else _primary_key
-
-            control_pks = set()
-            target_pks = set()
-            logger.info(f"Retrieving primary keys for stream {stream_name} on control version.")
-            for control_record in read_with_state_control_execution_result.get_records_per_stream(stream_name):
-                control_pks.add(control_record.record.data[primary_key])
-
-            logger.info(f"Retrieving primary keys for stream {stream_name} on target version.")
-            for target_record in read_with_state_target_execution_result.get_records_per_stream(stream_name):
-                target_pks.add(target_record.record.data[primary_key])
-
-            if missing_pks := control_pks - target_pks:
-                logger.warning(f"Found {len(missing_pks)} primary keys for stream {stream_name}. Retrieving missing records.")
-                streams_with_missing_records.add(stream_name)
-                missing_records = [
-                    r
-                    for r in read_with_state_control_execution_result.get_records_per_stream(stream_name)
-                    if r.record.data[primary_key] in missing_pks
-                ]
-                record_property(
-                    f"Missing records on stream {stream_name}",
-                    json.dumps(missing_records),
-                )
-                artifact_path = write_string_to_test_artifact(
-                    request,
-                    json.dumps(missing_records),
-                    f"missing_records_{stream_name}.json",
-                    subdir=request.node.name,
-                )
-                logger.info(f"Missing records for stream {stream_name} are stored in {artifact_path}.")
-        if streams_with_missing_records:
-            pytest.fail(f"Missing records for streams: {', '.join(streams_with_missing_records)}.")
-
-    async def _check_record_counts(
-        self,
-        record_property: Callable,
-        read_control_execution_result: ExecutionResult,
-        read_target_execution_result: ExecutionResult,
-    ) -> None:
-        record_count_difference_per_stream: dict[str, dict[str, int]] = {}
-        for stream_name in read_control_execution_result.configured_streams:
-            control_records_count = sum(1 for _ in read_control_execution_result.get_records_per_stream(stream_name))
-            target_records_count = sum(1 for _ in read_target_execution_result.get_records_per_stream(stream_name))
-
-            difference = {
-                "delta": target_records_count - control_records_count,
-                "control": control_records_count,
-                "target": target_records_count,
-            }
-
-            if difference["delta"] != 0:
-                record_count_difference_per_stream[stream_name] = difference
-        error_messages = []
-        for stream, difference in record_count_difference_per_stream.items():
-            if difference["delta"] > 0:
-                error_messages.append(
-                    f"Stream {stream} has {difference['delta']} more records in the target version ({difference['target']} vs. {difference['control']})."
-                )
-            if difference["delta"] < 0:
-                error_messages.append(
-                    f"Stream {stream} has {-difference['delta']} fewer records in the target version({difference['target']} vs. {difference['control']})."
-                )
-        if error_messages:
-            record_property("Record count differences", "\n".join(error_messages))
-            pytest.fail("Record counts are different.")
-
-    async def _check_all_records_are_the_same(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_control_execution_result: ExecutionResult,
-        read_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test checks if all records in the control version are present in the target version for each stream.
-        If there are mismatches, the test fails and the missing records are stored in the test artifacts.
-        It will catch differences in record schemas, missing records, and extra records.
-
-        Args:
-            request (SubRequest): The test request.
-            read_control_execution_result (ExecutionResult): The control version execution result.
-            read_target_execution_result (ExecutionResult): The target version execution result.
-        """
-        streams_with_diff = set()
-        for stream in read_control_execution_result.configured_streams:
-            control_records = list(read_control_execution_result.get_records_per_stream(stream))
-            target_records = list(read_target_execution_result.get_records_per_stream(stream))
-
-            if control_records and not target_records:
-                pytest.fail(f"Stream {stream} is missing in the target version.")
-
-            if primary_key := read_control_execution_result.primary_keys_per_stream.get(stream):
-                diffs = self._get_diff_on_stream_with_pk(
-                    request,
-                    record_property,
-                    stream,
-                    control_records,
-                    target_records,
-                    primary_key,
-                )
-            else:
-                diffs = self._get_diff_on_stream_without_pk(
-                    request,
-                    record_property,
-                    stream,
-                    control_records,
-                    target_records,
-                )
-
-            if diffs:
-                streams_with_diff.add(stream)
-
-        if streams_with_diff:
-            messages = [
-                f"Records for stream {stream} are different. Please check the diff in the test artifacts for debugging."
-                for stream in sorted(streams_with_diff)
-            ]
-            pytest.fail("/n".join(messages))
-
-    def _check_record_schema_match(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        control_execution_result: ExecutionResult,
-        target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test checks if the schema of the records in the control and target versions match.
-        It compares the meta schema inferred for each streams on the control and target versions.
-        It also fetches an example record for each stream from the DuckDB instance and compares the schema of the records.
-
-        Args:
-            record_property (Callable): The record property to store the mismatching fields.
-            control_execution_result (ExecutionResult): The control version execution result.
-            target_execution_result (ExecutionResult): The target version execution result.
-        """
-        logger = get_test_logger(request)
-
-        assert control_execution_result.stream_schemas is not None, "Control schemas were not inferred."
-        assert target_execution_result.stream_schemas is not None, "Target schemas were not inferred."
-
-        mismatches_count = 0
-        for stream in control_execution_result.stream_schemas:
-            control_schema = control_execution_result.stream_schemas.get(stream, {})
-            if not control_schema:
-                logger.warning(f"Stream {stream} was not found in the control results.")
-
-            target_schema = target_execution_result.stream_schemas.get(stream, {})
-            if control_schema and not target_schema:
-                logger.warning(f"Stream {stream} was present in the control results but not in the target results.")
-
-            diff = DeepDiff(control_schema, target_schema, ignore_order=True)
-            if diff:
-                record_property(f"{stream} diff between control and target version", diff.pretty())
-                try:
-                    control_record = next(control_execution_result.get_records_per_stream(stream))
-                    control_example = json.dumps(control_record.record.data, indent=2)
-                    record_property(f"{stream} example record for control version", control_example)
-                except StopIteration:
-                    logger.warning(f"Stream {stream} has no record in the control version.")
-                try:
-                    target_record = next(target_execution_result.get_records_per_stream(stream))
-                    target_example = json.dumps(target_record.record.data, indent=2)
-                    record_property(f"{stream} example record for target version", target_example)
-                except StopIteration:
-                    logger.warning(f"Stream {stream} has no record in the target version.")
-                mismatches_count += 1
-
-        if mismatches_count > 0:
-            pytest.fail(f"{mismatches_count} streams have mismatching schemas between control and target versions.")
-
-    @pytest.mark.with_state()
-    async def test_record_count_with_state(
-        self,
-        record_property: Callable,
-        read_with_state_control_execution_result: ExecutionResult,
-        read_with_state_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test compares the record counts between the control and target versions on each stream.
-        Records are pulled from the output of the read command to which the connection state is passed.
-        It fails if there are any differences in the record counts.
-        It is not bulletproof, if the upstream source supports insertion or deletion it may lead to false positives.
-        The HTTP cache used between the control and target versions command execution might limit this problem.
-        Extra records in the target version might mean that a bug was fixed, but it could also mean that the target version produces duplicates.
-        We should add a new test for duplicates and not fail this one if extra records are found.
-        More advanced checks are done in the other tests.
-        """
-        fail_test_on_failing_execution_results(
-            record_property,
-            [
-                read_with_state_control_execution_result,
-                read_with_state_target_execution_result,
-            ],
-        )
-        await self._check_record_counts(
-            record_property,
-            read_with_state_control_execution_result,
-            read_with_state_target_execution_result,
-        )
-
-    @pytest.mark.without_state()
-    async def test_record_count_without_state(
-        self,
-        record_property: Callable,
-        read_control_execution_result: ExecutionResult,
-        read_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test compares the record counts between the control and target versions on each stream.
-        Records are pulled from the output of the read command to which no connection state is passed (leading to a full-refresh like sync).
-        It fails if there are any differences in the record counts.
-        It is not bulletproof, if the upstream source supports insertion or deletion it may lead to false positives.
-        The HTTP cache used between the control and target versions command execution might limit this problem.
-        Extra records in the target version might mean that a bug was fixed, but it could also mean that the target version produces duplicates.
-        We should add a new test for duplicates and not fail this one if extra records are found.
-        More advanced checks are done in the other tests.
-        """
-        fail_test_on_failing_execution_results(
-            record_property,
-            [
-                read_control_execution_result,
-                read_target_execution_result,
-            ],
-        )
-        await self._check_record_counts(
-            record_property,
-            read_control_execution_result,
-            read_target_execution_result,
-        )
-
-    @pytest.mark.with_state()
-    async def test_all_pks_are_produced_in_target_version_with_state(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_with_state_control_execution_result: ExecutionResult,
-        read_with_state_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test checks if all primary key values produced by the control version are present in the target version for each stream.
-        It is reading the records from the output of the read command to which the connection state is passed.
-        A failing test means that the target version is missing some records.
-        """
-        fail_test_on_failing_execution_results(
-            record_property,
-            [
-                read_with_state_control_execution_result,
-                read_with_state_target_execution_result,
-            ],
-        )
-        await self._check_all_pks_are_produced_in_target_version(
-            request,
-            record_property,
-            read_with_state_control_execution_result,
-            read_with_state_target_execution_result,
-        )
-
-    @pytest.mark.without_state()
-    async def test_all_pks_are_produced_in_target_version_without_state(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_control_execution_result: ExecutionResult,
-        read_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test checks if all primary key values produced by the control version are present in the target version for each stream.
-        Records are pulled from the output of the read command to which no connection state is passed (leading to a full-refresh like sync).
-        A failing test means that the target version is missing some records.
-        """
-        fail_test_on_failing_execution_results(
-            record_property,
-            [
-                read_control_execution_result,
-                read_target_execution_result,
-            ],
-        )
-        await self._check_all_pks_are_produced_in_target_version(
-            request,
-            record_property,
-            read_control_execution_result,
-            read_target_execution_result,
-        )
-
-    @pytest.mark.with_state()
-    async def test_record_schema_match_with_state(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_with_state_control_execution_result: ExecutionResult,
-        read_with_state_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test checks if the schema of the streams in the control and target versions match.
-        It produces a meta schema for each stream on control and target version and compares them.
-        It is not using the catalog schema, but inferring schemas from the actual records produced by the read command.
-        Records are pulled from the output of the read command to which the connection state is passed.
-        """
-        self._check_record_schema_match(
-            request,
-            record_property,
-            read_with_state_control_execution_result,
-            read_with_state_target_execution_result,
-        )
-
-    @pytest.mark.without_state()
-    async def test_record_schema_match_without_state(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_control_execution_result: ExecutionResult,
-        read_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test checks if the schema of the streams in the control and target versions match.
-        It produces a meta schema for each stream on control and target version and compares them.
-        It is not using the catalog schema, but inferring schemas from the actual records produced by the read command.
-        Records are pulled from the output of the read command to which the connection state is passed.
-        """
-        self._check_record_schema_match(
-            request,
-            record_property,
-            read_control_execution_result,
-            read_target_execution_result,
-        )
-
-    @pytest.mark.allow_diagnostic_mode
-    @pytest.mark.with_state()
-    async def test_all_records_are_the_same_with_state(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_with_state_control_execution_result: ExecutionResult,
-        read_with_state_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test compares all records between the control and target versions on each stream.
-        It is very sensitive to record schema and order changes.
-        It fails if there are any differences in the records.
-        It is reading the records from the output of the read command to which the connection state is passed.
-        """
-        fail_test_on_failing_execution_results(
-            record_property,
-            [
-                read_with_state_control_execution_result,
-                read_with_state_target_execution_result,
-            ],
-        )
-        await self._check_all_records_are_the_same(
-            request,
-            record_property,
-            read_with_state_control_execution_result,
-            read_with_state_target_execution_result,
-        )
-
-    @pytest.mark.allow_diagnostic_mode
-    @pytest.mark.without_state()
-    async def test_all_records_are_the_same_without_state(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        read_control_execution_result: ExecutionResult,
-        read_target_execution_result: ExecutionResult,
-    ) -> None:
-        """This test compares all records between the control and target versions on each stream.
-        It is very sensitive to record schema and order changes.
-        It fails if there are any differences in the records.
-        It is reading the records from the output of the read command to which no connection state is passed (leading to a full-refresh like sync).
-        """
-        fail_test_on_failing_execution_results(
-            record_property,
-            [
-                read_control_execution_result,
-                read_target_execution_result,
-            ],
-        )
-        await self._check_all_records_are_the_same(
-            request,
-            record_property,
-            read_control_execution_result,
-            read_target_execution_result,
-        )
-
-    def _get_diff_on_stream_with_pk(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        stream: str,
-        control_records: list[AirbyteMessage],
-        target_records: list[AirbyteMessage],
-        primary_key: list[str],
-    ) -> Optional[Iterable[str]]:
-        control_pks = {r.record.data[primary_key[0]] for r in control_records}
-        target_pks = {r.record.data[primary_key[0]] for r in target_records}
-
-        # Compare the diff for all records whose primary key is in
-        record_diff_path_prefix = f"{stream}_record_diff"
-        record_diff = get_and_write_diff(
-            request,
-            _get_filtered_sorted_records(control_records, target_pks, True, primary_key),
-            _get_filtered_sorted_records(target_records, control_pks, True, primary_key),
-            record_diff_path_prefix,
-            ignore_order=False,
-            exclude_paths=EXCLUDE_PATHS,
-        )
-
-        control_records_diff_path_prefix = f"{stream}_control_records_diff"
-        control_records_diff = get_and_write_diff(
-            request,
-            _get_filtered_sorted_records(control_records, target_pks, False, primary_key),
-            [],
-            control_records_diff_path_prefix,
-            ignore_order=False,
-            exclude_paths=EXCLUDE_PATHS,
-        )
-
-        target_records_diff_path_prefix = f"{stream}_target_records_diff"
-        target_records_diff = get_and_write_diff(
-            request,
-            [],
-            _get_filtered_sorted_records(target_records, control_pks, False, primary_key),
-            target_records_diff_path_prefix,
-            ignore_order=False,
-            exclude_paths=EXCLUDE_PATHS,
-        )
-
-        has_diff = record_diff or control_records_diff or target_records_diff
-
-        if has_diff:
-            record_property(
-                f"{stream} stream: records with primary key in target & control whose values differ",
-                record_diff,
-            )
-            record_property(
-                f"{stream} stream: records in control but not target",
-                control_records_diff,
-            )
-            record_property(
-                f"{stream} stream: records in target but not control",
-                target_records_diff,
-            )
-
-            return (record_diff, control_records_diff, target_records_diff)
-        return None
-
-    def _get_diff_on_stream_without_pk(
-        self,
-        request: SubRequest,
-        record_property: Callable,
-        stream: str,
-        control_records: list[AirbyteMessage],
-        target_records: list[AirbyteMessage],
-    ) -> Optional[Iterable[str]]:
-        diff = get_and_write_diff(
-            request,
-            [json.loads(r.record.json(sort_keys=True)) for r in control_records],
-            [json.loads(r.record.json(sort_keys=True)) for r in target_records],
-            f"{stream}_diff",
-            ignore_order=True,
-            exclude_paths=EXCLUDE_PATHS,
-        )
-        if diff:
-            record_property(f"Diff for stream {stream}", diff)
-            return (diff,)
-        return None
-
-
-def _get_filtered_sorted_records(
-    records: list[AirbyteMessage],
-    primary_key_set: set[Generator[Any, Any, None]],
-    include_target: bool,
-    primary_key: list[str],
-) -> list[dict]:
-    """
-    Get a list of records sorted by primary key, and filtered as specified.
-
-    For example, if `include_target` is true, we filter the records such that
-    only those whose primary key is in `primary_key_set` are returned.
-    If `include_target` is false, we only return records whose primary key
-    is not in `primary_key_set`.
-    """
-    if include_target:
-        _filter = lambda x: x["data"].get(primary_key[0]) in primary_key_set
-    else:
-        _filter = lambda x: x["data"].get(primary_key[0]) not in primary_key_set
-
-    return sorted(
-        filter(
-            _filter,
-            [json.loads(s.record.json(sort_keys=True)) for s in records],
-        ),
-        key=lambda x: x["data"][primary_key[0]],
-    )
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_spec.py b/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_spec.py
deleted file mode 100644
index 7a1985fd3e40..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/regression_tests/test_spec.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from collections.abc import Callable
-
-import pytest
-from airbyte_protocol.models import Type  # type: ignore
-
-from live_tests.commons.models import ExecutionResult
-from live_tests.utils import fail_test_on_failing_execution_results
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-async def test_spec_passes_on_both_versions(
-    record_property: Callable,
-    spec_control_execution_result: ExecutionResult,
-    spec_target_execution_result: ExecutionResult,
-) -> None:
-    """This test runs the spec command on both the control and target connectors.
-    It makes sure that the spec command succeeds on both connectors by checking the presence of a SPEC message.
-    """
-    fail_test_on_failing_execution_results(
-        record_property,
-        [
-            spec_control_execution_result,
-            spec_target_execution_result,
-        ],
-    )
-
-    def has_spec(execution_result: ExecutionResult) -> bool:
-        for message in execution_result.airbyte_messages:
-            if message.type is Type.SPEC and message.spec:
-                return True
-        return False
-
-    if not has_spec(spec_control_execution_result):
-        pytest.skip("The control spec did not succeed, we cannot compare the results.")
-    if not has_spec(spec_target_execution_result):
-        pytest.fail("The target spec did not succeed. Check the test artifacts for more information.")
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/report.py b/airbyte-ci/connectors/live-tests/src/live_tests/report.py
deleted file mode 100644
index 78bb06720c72..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/report.py
+++ /dev/null
@@ -1,411 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import datetime
-import json
-from abc import ABC, abstractmethod
-from collections import defaultdict
-from collections.abc import Iterable, MutableMapping
-from copy import deepcopy
-from enum import Enum
-from functools import cache
-from pathlib import Path
-from typing import TYPE_CHECKING, Any, Optional
-
-import requests
-import yaml
-from jinja2 import Environment, PackageLoader, select_autoescape
-
-from live_tests import stash_keys
-from live_tests.commons.models import Command, ConnectionObjects
-from live_tests.consts import MAX_LINES_IN_REPORT
-
-if TYPE_CHECKING:
-    from typing import List
-
-    import pytest
-    from _pytest.config import Config
-    from airbyte_protocol.models import AirbyteStream, ConfiguredAirbyteStream, SyncMode, Type  # type: ignore
-
-    from live_tests.commons.models import ExecutionResult
-
-
-class ReportState(Enum):
-    INITIALIZING = "initializing"
-    RUNNING = "running"
-    FINISHED = "finished"
-
-
-class BaseReport(ABC):
-    TEMPLATE_NAME: str
-
-    def __init__(self, path: Path, pytest_config: Config) -> None:
-        self.path = path
-        self.pytest_config = pytest_config
-        self.created_at = datetime.datetime.utcnow()
-        self.updated_at = self.created_at
-
-        self.control_execution_results_per_command: dict[Command, List[ExecutionResult]] = {command: [] for command in Command}
-        self.target_execution_results_per_command: dict[Command, List[ExecutionResult]] = {command: [] for command in Command}
-        self.update(ReportState.INITIALIZING)
-
-    @abstractmethod
-    def render(self) -> None:
-        pass
-
-    @property
-    def all_connection_objects(self) -> List[ConnectionObjects]:
-        return self.pytest_config.stash[stash_keys.ALL_CONNECTION_OBJECTS]
-
-    def add_control_execution_result(self, control_execution_result: ExecutionResult) -> None:
-        self.control_execution_results_per_command[control_execution_result.command].append(control_execution_result)
-        self.update()
-
-    def add_target_execution_result(self, target_execution_result: ExecutionResult) -> None:
-        self.target_execution_results_per_command[target_execution_result.command].append(target_execution_result)
-        self.update()
-
-    def update(self, state: ReportState = ReportState.RUNNING) -> None:
-        self._state = state
-        self.updated_at = datetime.datetime.utcnow()
-        self.render()
-
-
-class PrivateDetailsReport(BaseReport):
-    TEMPLATE_NAME = "private_details.html.j2"
-    SPEC_SECRET_MASK_URL = "https://connectors.airbyte.com/files/registries/v0/specs_secrets_mask.yaml"
-
-    def __init__(self, path: Path, pytest_config: Config) -> None:
-        self.secret_properties = self.get_secret_properties()
-        super().__init__(path, pytest_config)
-
-    def get_secret_properties(self) -> list:
-        response = requests.get(self.SPEC_SECRET_MASK_URL)
-        response.raise_for_status()
-        return yaml.safe_load(response.text)["properties"]
-
-    def scrub_secrets_from_config(self, to_scrub: MutableMapping) -> MutableMapping:
-        if isinstance(to_scrub, dict):
-            for key, value in to_scrub.items():
-                if key in self.secret_properties:
-                    to_scrub[key] = "********"
-                elif isinstance(value, dict):
-                    to_scrub[key] = self.scrub_secrets_from_config(value)
-        return to_scrub
-
-    @property
-    def renderable_connection_objects(self) -> list[dict[str, Any]]:
-        return [
-            {
-                "workspace_id": connection_objects.workspace_id,
-                "connection_id": connection_objects.connection_id,
-                "hashed_connection_id": connection_objects.hashed_connection_id,
-                "source_config": json.dumps(
-                    self.scrub_secrets_from_config(
-                        deepcopy(connection_objects.source_config.data) if connection_objects.source_config else {}
-                    ),
-                    indent=2,
-                ),
-                "url": connection_objects.url,
-            }
-            for connection_objects in self.all_connection_objects
-        ]
-
-    def render(self) -> None:
-        jinja_env = Environment(
-            loader=PackageLoader(__package__, "templates"),
-            autoescape=select_autoescape(),
-            trim_blocks=False,
-            lstrip_blocks=True,
-        )
-        template = jinja_env.get_template(self.TEMPLATE_NAME)
-        rendered = template.render(
-            user=self.pytest_config.stash[stash_keys.USER],
-            test_date=self.created_at,
-            all_connection_objects=self.renderable_connection_objects,
-            connector_image=self.pytest_config.stash[stash_keys.CONNECTOR_IMAGE],
-            control_version=self.pytest_config.stash[stash_keys.CONTROL_VERSION],
-            target_version=self.pytest_config.stash[stash_keys.TARGET_VERSION],
-            requested_urls_per_command=self.get_requested_urls_per_command(),
-            fully_generated=self._state is ReportState.FINISHED,
-        )
-        self.path.write_text(rendered)
-
-    def get_requested_urls_per_command(
-        self,
-    ) -> dict[Command, list[tuple[int, str, str]]]:
-        requested_urls_per_command = {}
-        all_commands = sorted(
-            list(set(self.control_execution_results_per_command.keys()).union(set(self.target_execution_results_per_command.keys()))),
-            key=lambda command: command.value,
-        )
-        for command in all_commands:
-            if command in self.control_execution_results_per_command:
-                control_flows = [
-                    flow for exec_result in self.control_execution_results_per_command[command] for flow in exec_result.http_flows
-                ]
-            else:
-                control_flows = []
-            if command in self.target_execution_results_per_command:
-                target_flows = [
-                    flow for exec_result in self.target_execution_results_per_command[command] for flow in exec_result.http_flows
-                ]
-            else:
-                target_flows = []
-            all_flows = []
-            max_flows = max(len(control_flows), len(target_flows))
-            for i in range(max_flows):
-                control_url = control_flows[i].request.url if i < len(control_flows) else ""
-                target_url = target_flows[i].request.url if i < len(target_flows) else ""
-                all_flows.append((i, control_url, target_url))
-            requested_urls_per_command[command] = all_flows
-        return requested_urls_per_command
-
-
-class TestReport(BaseReport):
-    TEMPLATE_NAME = "report.html.j2"
-
-    def __init__(self, path: Path, pytest_config: Config, private_details_url: Optional[str] = None) -> None:
-        self.private_details_url = private_details_url
-        self.test_results: list[dict[str, Any]] = []
-        super().__init__(path, pytest_config)
-
-    def add_test_result(self, test_report: pytest.TestReport, test_documentation: Optional[str] = None) -> None:
-        cut_properties: list[tuple[str, str]] = []
-        for property_name, property_value in test_report.user_properties:
-            if len(str(property_value).splitlines()) > MAX_LINES_IN_REPORT:
-                cut_property_name = f"{property_name} (truncated)"
-                cut_property_value = "\n".join(str(property_value).splitlines()[:MAX_LINES_IN_REPORT])
-                cut_property_value += f"\n... and {len(str(property_value).splitlines()) - MAX_LINES_IN_REPORT} more lines.\nPlease check the artifacts files for the full output."
-                cut_properties.append((cut_property_name, cut_property_value))
-            else:
-                cut_properties.append((property_name, str(property_value)))
-        self.test_results.append(
-            {
-                "name": test_report.head_line,
-                "result": test_report.outcome,
-                "output": test_report.longreprtext if test_report.longrepr else "",
-                "properties": cut_properties,
-                "documentation": test_documentation,
-            }
-        )
-        self.update()
-
-    def render(self) -> None:
-        jinja_env = Environment(
-            loader=PackageLoader(__package__, "templates"),
-            autoescape=select_autoescape(),
-            trim_blocks=False,
-            lstrip_blocks=True,
-        )
-        template = jinja_env.get_template(self.TEMPLATE_NAME)
-        rendered = template.render(
-            fully_generated=self._state is ReportState.FINISHED,
-            user=self.pytest_config.stash[stash_keys.USER],
-            test_date=self.updated_at,
-            connector_image=self.pytest_config.stash[stash_keys.CONNECTOR_IMAGE],
-            control_version=self.pytest_config.stash[stash_keys.CONTROL_VERSION],
-            target_version=self.pytest_config.stash[stash_keys.TARGET_VERSION],
-            all_connection_objects=self.renderable_connection_objects,
-            message_count_per_type=self.get_message_count_per_type(),
-            stream_coverage_metrics=self.get_stream_coverage_metrics(),
-            untested_streams=self.get_untested_streams(),
-            selected_streams=self.get_configured_streams(),
-            sync_mode_coverage=self.get_sync_mode_coverage(),
-            http_metrics_per_command=self.get_http_metrics_per_command(),
-            record_count_per_command_and_stream=self.get_record_count_per_stream(),
-            test_results=self.test_results,
-            max_lines=MAX_LINES_IN_REPORT,
-            private_details_url=self.private_details_url,
-        )
-        self.path.write_text(rendered)
-
-    @property
-    def renderable_connection_objects(self) -> list[dict[str, Any]]:
-        return [
-            {
-                "hashed_connection_id": connection_objects.hashed_connection_id,
-                "catalog": connection_objects.catalog.json(indent=2) if connection_objects.catalog else {},
-                "configured_catalog": connection_objects.configured_catalog.json(indent=2),
-                "state": json.dumps(connection_objects.state if connection_objects.state else {}, indent=2),
-            }
-            for connection_objects in self.all_connection_objects
-        ]
-
-    def get_stream_coverage_metrics(self) -> dict[str, str]:
-        configured_catalog_stream_count = len(self.get_configured_streams())
-        catalog_stream_count = len(self.all_streams)
-        coverage = configured_catalog_stream_count / catalog_stream_count if catalog_stream_count > 0 else 0
-        return {
-            "Available in catalog": str(catalog_stream_count),
-            "In use (in configured catalog)": str(configured_catalog_stream_count),
-            "Coverage": f"{coverage * 100:.2f}%",
-        }
-
-    def get_record_count_per_stream(
-        self,
-    ) -> dict[Command, dict[str, dict[str, int] | int]]:
-        record_count_per_command_and_stream: dict[Command, dict[str, dict[str, int] | int]] = {}
-        for control_results, target_results in zip(
-            self.control_execution_results_per_command.values(),
-            self.target_execution_results_per_command.values(),
-            strict=False,
-        ):
-            per_stream_count = defaultdict(lambda: {"control": 0, "target": 0})  # type: ignore
-            for results, source in [
-                (control_results, "control"),
-                (target_results, "target"),
-            ]:
-                stream_schemas: Iterable = [stream_schema for result in results for stream_schema in result.stream_schemas]
-
-                for stream in stream_schemas:
-                    per_stream_count[stream][source] = sum([self._get_record_count_for_stream(result, stream) for result in results])
-            for stream in per_stream_count:
-                per_stream_count[stream]["difference"] = per_stream_count[stream]["target"] - per_stream_count[stream]["control"]
-            if control_results:
-                record_count_per_command_and_stream[control_results[0].command] = per_stream_count  # type: ignore
-
-        return record_count_per_command_and_stream
-
-    @cache
-    def _get_record_count_for_stream(self, result: ExecutionResult, stream: str) -> int:
-        return sum(1 for _ in result.get_records_per_stream(stream))  # type: ignore
-
-    def get_untested_streams(self) -> list[str]:
-        streams_with_data: set[str] = set()
-        for stream_count in self.get_record_count_per_stream().values():
-            streams_with_data.update(stream_count.keys())
-
-        return [stream.name for stream in self.all_streams if stream.name not in streams_with_data]
-
-    @property
-    def all_streams(self) -> List[AirbyteStream]:
-        # A set would be better but AirbyteStream is not hashable
-        all_streams = dict()
-        for connection_objects in self.all_connection_objects:
-            if connection_objects.catalog:
-                for stream in connection_objects.catalog.streams:
-                    all_streams[stream.name] = stream
-        return list(all_streams.values())
-
-    @property
-    def all_configured_streams(self) -> List[ConfiguredAirbyteStream]:
-        all_configured_streams = dict()
-        for connection_objects in self.all_connection_objects:
-            if connection_objects.configured_catalog:
-                for configured_airbyte_stream in connection_objects.configured_catalog.streams:
-                    all_configured_streams[configured_airbyte_stream.stream.name] = configured_airbyte_stream
-        return list(all_configured_streams.values())
-
-    def get_configured_streams(self) -> dict[str, dict[str, SyncMode | bool]]:
-        untested_streams = self.get_untested_streams()
-        return (
-            {
-                configured_stream.stream.name: {
-                    "sync_mode": configured_stream.sync_mode,
-                    "has_data": configured_stream.stream.name not in untested_streams,
-                }
-                for configured_stream in sorted(
-                    self.all_configured_streams,
-                    key=lambda x: x.stream.name,
-                )
-            }
-            if self.all_configured_streams
-            else {}
-        )
-
-    def get_sync_mode_coverage(self) -> dict[SyncMode, int]:
-        count_per_sync_mode: dict[SyncMode, int] = defaultdict(int)
-        for s in self.get_configured_streams().values():
-            count_per_sync_mode[s["sync_mode"]] += 1
-        return count_per_sync_mode
-
-    def get_message_count_per_type(
-        self,
-    ) -> tuple[list[Command], dict[Type, dict[Command, dict[str, int]]]]:
-        message_count_per_type_and_command: dict[Type, dict[Command, dict[str, int]]] = {}
-        all_message_types = set()
-        all_commands = set()
-        # Gather all message types from both control and target execution reports
-        for execution_results_per_command in [
-            self.control_execution_results_per_command,
-            self.target_execution_results_per_command,
-        ]:
-            for command, execution_results in execution_results_per_command.items():
-                all_commands.add(command)
-                for execution_result in execution_results:
-                    for message_type in execution_result.get_message_count_per_type().keys():
-                        all_message_types.add(message_type)
-
-        all_commands_sorted = sorted(all_commands, key=lambda command: command.value)
-        all_message_types_sorted = sorted(all_message_types, key=lambda message_type: message_type.value)
-
-        # Iterate over all message types and commands to count messages
-        for message_type in all_message_types_sorted:
-            message_count_per_type_and_command[message_type] = {}
-            for command in all_commands_sorted:
-                message_count_per_type_and_command[message_type][command] = {
-                    "control": 0,
-                    "target": 0,
-                }
-                if command in self.control_execution_results_per_command:
-                    for control_result in self.control_execution_results_per_command[command]:
-                        message_count_per_type_and_command[message_type][command]["control"] += (
-                            control_result.get_message_count_per_type().get(message_type, 0)
-                        )
-                if command in self.target_execution_results_per_command:
-                    for target_result in self.target_execution_results_per_command[command]:
-                        message_count_per_type_and_command[message_type][command]["target"] += (
-                            target_result.get_message_count_per_type().get(message_type, 0)
-                        )
-
-                message_count_per_type_and_command[message_type][command]["difference"] = (
-                    message_count_per_type_and_command[message_type][command]["target"]
-                    - message_count_per_type_and_command[message_type][command]["control"]
-                )
-        return all_commands_sorted, message_count_per_type_and_command
-
-    def get_http_metrics_per_command(
-        self,
-    ) -> dict[Command, dict[str, dict[str, int | str] | int]]:
-        metrics_per_command: dict[Command, dict[str, dict[str, int | str] | int]] = {}
-
-        for control_results, target_results in zip(
-            self.control_execution_results_per_command.values(),
-            self.target_execution_results_per_command.values(),
-            strict=False,
-        ):
-            # TODO
-            # Duplicate flow counts may be wrong when we gather results from multiple connections
-            control_flow_count = sum([len(control_result.http_flows) for control_result in control_results])
-            control_all_urls = [f.request.url for control_result in control_results for f in control_result.http_flows]
-            control_duplicate_flow_count = len(control_all_urls) - len(set(control_all_urls))
-            control_cache_hits_count = sum(1 for control_result in control_results for f in control_result.http_flows if f.is_replay)
-            control_cache_hit_ratio = f"{(control_cache_hits_count / control_flow_count) * 100:.2f}%" if control_flow_count != 0 else "N/A"
-
-            target_flow_count = sum([len(target_result.http_flows) for target_result in target_results])
-            target_all_urls = [f.request.url for target_result in target_results for f in target_result.http_flows]
-            target_duplicate_flow_count = len(target_all_urls) - len(set(target_all_urls))
-
-            target_cache_hits_count = sum(1 for target_result in target_results for f in target_result.http_flows if f.is_replay)
-            target_cache_hit_ratio = f"{(target_cache_hits_count / target_flow_count) * 100:.2f}%" if target_flow_count != 0 else "N/A"
-
-            flow_count_difference = target_flow_count - control_flow_count
-            if control_results:
-                metrics_per_command[control_results[0].command] = {
-                    "control": {
-                        "flow_count": control_flow_count,
-                        "duplicate_flow_count": control_duplicate_flow_count,
-                        "cache_hits_count": control_cache_hits_count,
-                        "cache_hit_ratio": control_cache_hit_ratio,
-                    },
-                    "target": {
-                        "flow_count": target_flow_count,
-                        "duplicate_flow_count": target_duplicate_flow_count,
-                        "cache_hits_count": target_cache_hits_count,
-                        "cache_hit_ratio": target_cache_hit_ratio,
-                    },
-                    "difference": flow_count_difference,
-                }
-
-        return metrics_per_command
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py b/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py
deleted file mode 100644
index 4d05f4e93974..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/stash_keys.py
+++ /dev/null
@@ -1,39 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-from pathlib import Path
-from typing import List
-
-import pytest
-
-from live_tests.commons.evaluation_modes import TestEvaluationMode
-from live_tests.commons.models import ConnectionObjects, ConnectionSubset
-from live_tests.report import PrivateDetailsReport, TestReport
-
-AIRBYTE_API_KEY = pytest.StashKey[str]()
-AUTO_SELECT_CONNECTION = pytest.StashKey[bool]()
-ALL_CONNECTION_OBJECTS = pytest.StashKey[List[ConnectionObjects]]()
-CONNECTION_URL = pytest.StashKey[str | None]()
-CONNECTOR_IMAGE = pytest.StashKey[str]()
-CONTROL_VERSION = pytest.StashKey[str]()
-CONNECTION_SUBSET = pytest.StashKey[ConnectionSubset]()
-DAGGER_LOG_PATH = pytest.StashKey[Path]()
-DUCKDB_PATH = pytest.StashKey[Path]()
-HTTP_DUMP_CACHE_VOLUMES = pytest.StashKey[list]()
-RUN_IN_AIRBYTE_CI = pytest.StashKey[bool]()  # Running in airbyte-ci, locally or in GhA
-IS_PRODUCTION_CI = pytest.StashKey[bool]()  # Running in airbyte-ci in GhA
-IS_PERMITTED_BOOL = pytest.StashKey[bool]()
-PR_URL = pytest.StashKey[str]()
-TEST_REPORT = pytest.StashKey[TestReport]()
-PRIVATE_DETAILS_REPORT = pytest.StashKey[PrivateDetailsReport]()
-RETRIEVAL_REASONS = pytest.StashKey[str]()
-SELECTED_STREAMS = pytest.StashKey[set[str]]()
-SESSION_RUN_ID = pytest.StashKey[str]()
-SHOULD_READ_WITH_STATE = pytest.StashKey[bool]()
-DISABLE_PROXY = pytest.StashKey[bool]()
-TARGET_VERSION = pytest.StashKey[str]()
-TEST_ARTIFACT_DIRECTORY = pytest.StashKey[Path]()
-USER = pytest.StashKey[str]()
-WORKSPACE_ID = pytest.StashKey[str]()
-TEST_EVALUATION_MODE = pytest.StashKey[TestEvaluationMode]
-MAX_CONNECTIONS = pytest.StashKey[int | None]()
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/templates/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/templates/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/templates/private_details.html.j2 b/airbyte-ci/connectors/live-tests/src/live_tests/templates/private_details.html.j2
deleted file mode 100644
index 2505bb3d3cea..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/templates/private_details.html.j2
+++ /dev/null
@@ -1,305 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Test Report</title>
-    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/tokyo-night-dark.min.css">
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js"></script>
-
-    <script>
-        hljs.highlightAll();
-        function copyToClipboard(elementId) {
-            var toCopy = document.getElementById(elementId).innerText;
-            navigator.clipboard.writeText(toCopy);
-        }
-        function refreshPage() {
-            {% if not fully_generated %}
-            window.location.reload();
-            {% else %}
-            console.log("Report is fully generated");
-            {% endif %}
-        }
-
-        setInterval(refreshPage, 10000);
-    </script>
-    <style>
-        body {
-            font-family: -apple-system,system-ui,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif;
-            background-color: #0d1117;
-            color: #c9d1d9;
-            padding: 16px;
-            font-size: 14px;
-        }
-
-        a {
-            color: #4493f8;
-            text-decoration: underline;
-            text-underline-offset: .2rem;
-        }
-
-        button {
-            border: 1px solid #30363d;
-            background-color: #1a1c26;
-            padding: 5px;
-            cursor: pointer;
-            opacity: 0.7;
-            border-radius: 5px;
-            transition: opacity 0.5s;
-        }
-
-        button:hover {
-            opacity: 1;
-        }
-
-        section {
-            margin-bottom: 30px;
-            border: 1px solid #30363d;
-            border-radius: 6px;
-        }
-
-        h1 {
-            font-optical-sizing: auto;
-            font-weight: 600;
-            font-size: 2rem;
-        }
-
-        h2 {
-            font-size: 1.5rem;
-            font-optical-sizing: auto;
-            font-weight: 600;
-            margin: 0;
-            display: block;
-            background-color: #161b22;
-            padding-left: 15px;
-            padding-top: 10px;
-            padding-bottom: 10px;
-            border-bottom: 1px solid #30363d;
-        }
-
-        h3 {
-            font-size: 1.25rem;
-            font-optical-sizing: auto;
-            font-weight: 600;
-            margin: 0;
-            margin-top: 15px;
-            margin-bottom: 15px;
-        }
-
-        h4 {
-            font-size: 1rem;
-            font-optical-sizing: auto;
-            font-weight: 600;
-            margin: 0;
-            margin-top: 15px;
-        }
-
-        ul {
-            list-style: none;
-            padding: 0;
-        }
-
-        li {
-            margin-bottom: 15px;
-        }
-
-        table {
-            border-collapse: collapse;
-            margin-top: 15px;
-            width: 100%;
-        }
-
-        th, td {
-            border: 1px solid #30363d;
-            padding: 8px;
-            text-align: left;
-            min-width: 15px;
-            max-width: 400px;
-            overflow-x: auto;
-            scrollbar-color: hotpink #0d1116;
-        }
-
-        th {
-            text-align: center;
-        }
-
-        code {
-            border: 1px solid #30363d;
-            border-radius: 6px;
-            max-height: 500px;
-            scrollbar-color: hotpink #1a1b26;
-            white-space: pre-wrap;
-        }
-
-        .monospace {
-            font-family: SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;
-            margin: 0;
-            font-size: 85%;
-            color: #fff;
-        }
-
-        .test-name {
-            font-family: SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;
-            font-size: 1.15rem
-        }
-
-        .metric {
-            text-align: center;
-        }
-
-        .highlighted {
-            background-color: #212c36;
-        }
-
-        .container {
-            max-width: 1280px;
-            margin-right: auto;
-            margin-left: auto;
-        }
-
-        .section_content {
-            padding: 15px;
-        }
-
-        .no-border {
-            border: none;
-        }
-
-        .full-width {
-            width: 100%;
-        }
-
-        .test-result {
-            margin-top: 15px;
-            border-bottom: 1px solid #30363d;
-        }
-
-        .loader {
-            width: 20px;
-            height: 20px;
-            border: 2px solid #FFF;
-            border-radius: 50%;
-            display: inline-block;
-            position: relative;
-            box-sizing: border-box;
-            animation: rotation 1s linear infinite;
-            margin-right: 10px;
-        }
-
-        .loader::after,
-        .loader::before {
-            content: '';
-            box-sizing: border-box;
-            position: absolute;
-            left: 0;
-            top: 0;
-            background: #FF3D00;
-            width: 6px;
-            height: 6px;
-            transform: translate(150%, 150%);
-            border-radius: 50%;
-        }
-
-        .loader::before {
-            left: auto;
-            top: auto;
-            right: 0;
-            bottom: 0;
-            transform: translate(-150%, -150%);
-        }
-
-        .clipped {
-            max-height: 500px;
-            overflow-y: auto;
-            scrollbar-color: hotpink #0d1116;
-        }
-
-        .testDescription {
-            color: #9c9c9c;
-        }
-
-        .secondaryButton {
-            font-size: 0.75rem;
-            padding: 2px 10px;
-        }
-
-        @keyframes rotation {
-            0% {
-                transform: rotate(0deg);
-            }
-            100% {
-                transform: rotate(360deg);
-            }
-        }
-    </style>
-</head>
-<body>
-    <div class="container">
-        <h1 style="text-align: center;">Live test private details</h1>
-        <section>
-            <h2>Context</h2>
-            <div class="section_content">
-                <ul>
-                    <li>Tester: <span class="monospace">{{ user }}</span></li>
-                    <li>Test date: <span class="monospace">{{ test_date }}</span></li>
-                    <li>Connector image: <span class="monospace">{{ connector_image }}</span></li>
-                    <li>Control version: <span class="monospace">{{ control_version }}</span></li>
-                    <li>Target version: <span class="monospace">{{ target_version }}</span></li>
-                </ul>
-            </div>
-        </section>
-        <section>
-            <h2>Connections used for testing</h2>
-            {% for connection_objects in all_connection_objects %}
-            <div class="section_content">
-                <h3>Details for {{ connection_objects['hashed_connection_id'] }} </h3>
-                <ul>
-                    <li><b><a href="{{connection_objects["url"]}}" target="_blank">Connection in Airbyte Cloud</a></b></li>
-                    <li>Workpace ID: {{ connection_objects['workspace_id'] }}</li>
-                    <li>Connection ID: {{ connection_objects['connection_id']}}</li>
-                </ul>
-                <h3>Source configuration <button class="monospace secondaryButton" onclick="copyToClipboard('config')">📋 copy</button></h3>
-                <p class="testDescription">The configuration object taken from the given connection that was passed to each version of the connector during the test.</p>
-                <pre><code class="language-json" id="config">{{ connection_objects['source_config'] }}</code></pre>
-            </div>
-            {% endfor %}
-        </section>
-        <section>
-            {% if not fully_generated %}
-            <h2><span class="loader"></span>Requested URLs</h2>
-            {% else%}
-             <h2>Requested URLs</h2>
-            {% endif %}
-            <div class="section_content">
-                {% for command, flows in requested_urls_per_command.items() %}
-                <h3>{{ command.value.upper() }}</h3>
-                {% if flows %}
-                <div class="clipped">
-                    <table class="full-width">
-                        <thead>
-                            <tr>
-                                <th class="no-border"></th>
-                                <th>Control URL</th>
-                                <th>Target URL</th>
-                            </tr>
-                        </thead>
-                        <tbody>
-                            {% for index, control_url, target_url in flows %}
-                            <tr>
-                                <td class="monospace highlighted metric">{{ index }}</td>
-                                <td class="monospace">{{ control_url }}</td>
-                                <td class="monospace">{{ target_url }}</td>
-                            </tr>
-                            {% endfor %}
-                        </tbody>
-                    </table>
-                </div>
-                {% else %}
-                <p>No URLs requested</p>
-                {% endif %}
-                {% endfor%}
-            </div>
-        </section>
-    </div>
-</body>
-</html>
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/templates/report.html.j2 b/airbyte-ci/connectors/live-tests/src/live_tests/templates/report.html.j2
deleted file mode 100644
index 4ec1519a305a..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/templates/report.html.j2
+++ /dev/null
@@ -1,515 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Test Report</title>
-    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/styles/tokyo-night-dark.min.css">
-    <script src="https://cdnjs.cloudflare.com/ajax/libs/highlight.js/11.9.0/highlight.min.js"></script>
-
-    <script>
-        hljs.highlightAll();
-        function copyToClipboard(elementId) {
-            var toCopy = document.getElementById(elementId).innerText;
-            navigator.clipboard.writeText(toCopy);
-        }
-        function refreshPage() {
-            {% if not fully_generated %}
-            window.location.reload();
-            {% else %}
-            console.log("Report is fully generated");
-            {% endif %}
-        }
-        function toggleContent(element) {
-            const contentDiv = element.querySelector('.section_content');
-            if (contentDiv.style.display === "none") {
-                contentDiv.style.display = "block";
-                element.classList.add('active');
-            } else {
-                contentDiv.style.display = "none";
-                element.classList.remove('active');
-            }
-        }
-        setInterval(refreshPage, 10000);
-    </script>
-    <style>
-        body {
-            font-family: -apple-system,system-ui,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif;
-            background-color: #0d1117;
-            color: #c9d1d9;
-            padding: 16px;
-            font-size: 14px;
-        }
-
-        a {
-            color: #4493f8;
-            text-decoration: underline;
-            text-underline-offset: .2rem;
-        }
-
-        button {
-            border: 1px solid #30363d;
-            background-color: #1a1c26;
-            padding: 5px;
-            cursor: pointer;
-            opacity: 0.7;
-            border-radius: 5px;
-            transition: opacity 0.5s;
-        }
-
-        button:hover {
-            opacity: 1;
-        }
-
-        section {
-            margin-bottom: 30px;
-            border: 1px solid #30363d;
-            border-radius: 6px;
-        }
-
-        h1 {
-            font-optical-sizing: auto;
-            font-weight: 600;
-            font-size: 2rem;
-        }
-
-        h2 {
-            font-size: 1.5rem;
-            font-optical-sizing: auto;
-            font-weight: 600;
-            margin: 0;
-            display: block;
-            background-color: #161b22;
-            padding-left: 15px;
-            padding-top: 10px;
-            padding-bottom: 10px;
-            border-bottom: 1px solid #30363d;
-        }
-
-        h3 {
-            font-size: 1.25rem;
-            font-optical-sizing: auto;
-            font-weight: 600;
-            margin: 0;
-            margin-top: 15px;
-            margin-bottom: 15px;
-        }
-
-        h4 {
-            font-size: 1rem;
-            font-optical-sizing: auto;
-            font-weight: 600;
-            margin: 0;
-            margin-top: 15px;
-        }
-
-        ul {
-            list-style: none;
-            padding: 0;
-        }
-
-        li {
-            margin-bottom: 15px;
-        }
-
-        table {
-            border-collapse: collapse;
-            margin-top: 15px;
-            width: 100%;
-        }
-
-        th, td {
-            border: 1px solid #30363d;
-            padding: 8px;
-            text-align: left;
-            min-width: 15px;
-            max-width: 400px;
-            overflow-x: auto;
-            scrollbar-color: hotpink #0d1116;
-        }
-
-        th {
-            text-align: center;
-        }
-
-        code {
-            border: 1px solid #30363d;
-            border-radius: 6px;
-            max-height: 500px;
-            scrollbar-color: hotpink #1a1b26;
-            white-space: pre-wrap;
-        }
-
-        .monospace {
-            font-family: SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;
-            margin: 0;
-            font-size: 85%;
-            color: #fff;
-        }
-
-        .test-name {
-            font-family: SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;
-            font-size: 1.15rem
-        }
-
-        .metric {
-            text-align: center;
-        }
-
-        .highlighted {
-            background-color: #212c36;
-        }
-
-        .container {
-            max-width: 1280px;
-            margin-right: auto;
-            margin-left: auto;
-        }
-
-        .section_content {
-            padding: 15px;
-        }
-
-        .no-border {
-            border: none;
-        }
-
-        .full-width {
-            width: 100%;
-        }
-
-        .test-result {
-            margin-top: 15px;
-            border-bottom: 1px solid #30363d;
-        }
-
-        .loader {
-            width: 20px;
-            height: 20px;
-            border: 2px solid #FFF;
-            border-radius: 50%;
-            display: inline-block;
-            position: relative;
-            box-sizing: border-box;
-            animation: rotation 1s linear infinite;
-            margin-right: 10px;
-        }
-
-        .loader::after,
-        .loader::before {
-            content: '';
-            box-sizing: border-box;
-            position: absolute;
-            left: 0;
-            top: 0;
-            background: #FF3D00;
-            width: 6px;
-            height: 6px;
-            transform: translate(150%, 150%);
-            border-radius: 50%;
-        }
-
-        .loader::before {
-            left: auto;
-            top: auto;
-            right: 0;
-            bottom: 0;
-            transform: translate(-150%, -150%);
-        }
-
-        .clipped {
-            max-height: 500px;
-            overflow-y: auto;
-            scrollbar-color: hotpink #0d1116;
-        }
-
-        .testDescription {
-            color: #9c9c9c;
-        }
-        .collapsible {
-            cursor: pointer;
-            position: relative;
-        }
-        .collapsible::before {
-            content: '▼'; /* Down arrow */
-            position: absolute;
-            right: 10px;
-            top: 13px;
-            transform: rotate(-90deg); /* Rotate arrow to the right */
-            transition: transform 0.3s;
-            font-size: 1rem;
-            
-        }
-        .collapsible.active::before {
-            transform: rotate(0deg); /* Rotate arrow to the right */
-        }          
-        .secondaryButton {
-            font-size: 0.75rem;
-            padding: 2px 10px;
-        }
-
-        @keyframes rotation {
-            0% {
-                transform: rotate(0deg);
-            }
-            100% {
-                transform: rotate(360deg);
-            }
-        }
-    </style>
-</head>
-<body>
-    <div class="container">
-        <h1 style="text-align: center;">Regression test report</h1>
-        <section>
-            <h2>Context</h2>
-            <div class="section_content">
-                <ul>
-                    <li>Tester: <span class="monospace">{{ user }}</span></li>
-                    <li>Test date: <span class="monospace">{{ test_date }}</span></li>
-                    <li>Connector image: <span class="monospace">{{ connector_image }}</span></li>
-                    <li>Control version: <span class="monospace">{{ control_version }}</span></li>
-                    <li>Target version: <span class="monospace">{{ target_version }}</span></li>
-                    <li><a href="{{ private_details_url}}" target="_blank">Private details</a></li>
-                </ul>
-            </div>
-        </section>
-        <section>
-            <h2>Coverage metadata</h2>
-            <div class="section_content">
-                <h3>Stream coverage</h3>
-                <table>
-                    <tbody>
-                        <tr>
-                            {% for metric_name, metric_value in stream_coverage_metrics.items() %}
-                            <td>{{ metric_name}}</td>
-                            <td class="monospace metric highlighted">{{ metric_value }}</td>
-                            {% endfor %}
-                        </tr>
-                    </tbody>
-                </table>
-                <h3>Sync mode coverage</h3>
-                <table>
-                    <tbody>
-                        <tr>
-                            {% for sync_mode, count in sync_mode_coverage.items() %}
-                                <td class="monospace">{{ sync_mode.value }}</td>
-                                <td class="monospace metric highlighted">{{ count }}</td>
-                            {% endfor %}
-                        </tr>
-                    </tbody>
-                </table>
-
-                <h3>Selected stream</h3>
-                <table>
-                    <thead>
-                        <tr>
-                            <th>Stream</th>
-                            <th>Sync mode</th>
-                            <th>Has data</th>
-                        </tr>
-                    <tbody>
-                        {% for stream_name in selected_streams %}
-                        <tr>
-                            <td>{{ stream_name }}</td>
-                            <td class="monospace">{{ selected_streams[stream_name]['sync_mode'].value }}</td>
-                            {% if selected_streams[stream_name]['has_data'] %}
-                            <td class="monospace">{{ selected_streams[stream_name]['has_data'] }}</td>
-                            {% else %}
-                            <td class="monospace" style="color: red;">{{ selected_streams[stream_name]['has_data'] }}</td>
-                            {% endif %}
-                        </tr>
-                        {% endfor %}
-                    </tbody>
-                </table>
-                {% if untested_streams %}
-                <h3>Untested streams (not in configured catalog or without data)</h3>
-                <ul>
-                    {% for stream_name in untested_streams %}
-                    <li>{{ stream_name }}</li>
-                    {% endfor %}
-                </ul>
-                {% endif %}
-            </div>
-        </section>
-        {% for connection_objects in all_connection_objects %}
-
-        <section class="collapsible" onclick="toggleContent(this)">
-            <h2>Connection objects - Connection {{ connection_objects.hashed_connection_id }} </h2>
-            <div class="section_content" style="display: none">
-                <p class="testDescription">Each object below relates to an "argument" passed to one (or many) of the Connectors standard commands (spec/check/discover/read). The source of these arguments is either the connector itself (catalog), the connection (config/state) or both (configured catalog). To learn more checkout the <a href="https://docs.airbyte.com/understanding-airbyte/airbyte-protocol" target="_blank">Airbyte Protocol Documentation</a></p>
-                {% if connection_objects['state'] %}
-                <h3>State <button class="monospace secondaryButton" onclick="copyToClipboard('state')">📋 copy</button></h3>
-                <p class="testDescription">The state object taken from the given connection that was passed to each version of the connector during the test.</p>
-                <pre><code class="language-json" id="state">{{  connection_objects['state'] }}</code>
-                </pre>
-                {% endif %}
-                <h3>Configured catalog <button class="monospace secondaryButton" onclick="copyToClipboard('configured-catalog')">📋 copy</button></h3>
-                <p class="testDescription">The configured catalog object taken returned by the connector given the connection config.</p>
-                <pre><code class="language-json" id="configured-catalog">{{  connection_objects['configured_catalog'] }}</code></pre>
-                <h3>Catalog <button class="monospace secondaryButton" onclick="copyToClipboard('catalog')">📋 copy</button></h3>
-                <p class="testDescription">The catalog object returned by the connector.</p>
-                <pre><code class="language-json" id="catalog">{{ connection_objects['catalog'] }}</code></pre>
-            </div>
-        </section>
-        {% endfor %}
-
-        <section>
-            {% if not fully_generated %}
-            <h2><span class="loader"></span>Command execution metrics</h2>
-            {% else%}
-             <h2>Command execution metrics</h2>
-            {% endif %}
-            <div class="section_content">
-                {% if message_count_per_type[0] %}
-                <h3>Message types</h3>
-                <table>
-                <thead>
-                    <tr>
-                        <th class="no-border"></th>
-                        {% for command in message_count_per_type[0] %}
-                        <th colspan=3 class="monospace">{{ command.value.upper() }}</th>
-                        {% endfor %}
-                    </tr>
-                    <tr>
-                        <th class="no-border"></th>
-                        {% for command in message_count_per_type[0] %}
-                        <th>control</th>
-                        <th>target</th>
-                        <th>Δ</th>
-                        {% endfor %}
-                </thead>
-                {% for message_type in message_count_per_type[1] %}
-                    <tr>
-                        <td class="monospace">{{ message_type.value }}</td>
-                        {% for command in message_count_per_type[1][message_type] %}
-                        <td class="monospace metric">{{ message_count_per_type[1][message_type][command]["control"] }}</td>
-                        <td class="monospace metric">{{ message_count_per_type[1][message_type][command]["target"] }}</td>
-                        {% if message_count_per_type[1][message_type][command]["difference"] != 0 %}
-                        <td class="monospace metric highlighted">{{ message_count_per_type[1][message_type][command]["difference"] }}</td>
-                        {% else %}
-                        <td class="monospace metric">{{ message_count_per_type[1][message_type][command]["difference"] }}</td>
-                        {% endif %}
-                        {% endfor %}
-                    </tr>
-                {% endfor %}
-                </table>
-                {% endif %}
-                {% if record_count_per_command_and_stream %}
-                <h3>Record count per stream</h3>
-                {% for command, record_count_per_stream in record_count_per_command_and_stream.items() %}
-                <h4>{{ command.value.upper() }}</h4>
-                <table>
-                <thead>
-                    <tr>
-                        <th>stream</th>
-                        <th>control record count</th>
-                        <th>target record count</th>
-                        <th>Δ</th>
-                    </tr>
-                </thead>
-                <tbody>
-                    {% for stream, record_count in record_count_per_stream.items() %}
-                    <tr>
-                        <td class="monospace">{{ stream }}</td>
-                        <td class="monospace metric">{{ record_count.get("control", 0) }}</td>
-                        <td class="monospace metric">{{ record_count.get("target", 0) }}</td>
-                        {% if record_count.get("difference", 0) != 0 %}
-                        <td class="monospace metric highlighted">{{ record_count.get("difference", 0) }}</td>
-                        {% else %}
-                        <td class="monospace metric">{{ record_count.get("difference", 0) }}</td>
-                        {% endif %}
-                    </tr>
-                    {% endfor %}
-                </tbody>
-                </table>
-                {% endfor %}
-                {% endif %}
-                {% if http_metrics_per_command %}
-                <h3>HTTP traffic</h3>
-                <table>
-                <thead>
-                    <tr>
-                        <th class="no-border"></th>
-                        <th colspan="2">control</th>
-                        <th colspan="3">target</th>
-                        <th>Δ</th>
-                    </tr>
-                    <tr>
-                        <th>command</th>
-                        <th>request count</th>
-                        <th>duplicate request count</th>
-                        <th>request count</th>
-                        <th>duplicate request count</th>
-                        <th>cache hit ratio</th>
-                        <th>request count</th>
-                    </tr>
-                <tbody>
-                {% for command in http_metrics_per_command %}
-                    <tr>
-                        <td class="monospace">{{ command.value.upper() }}</td>
-                        <td class="monospace metric">{{ http_metrics_per_command[command].get("control", {}).get("flow_count", "0")}}</td>
-                        <td class="monospace metric">{{ http_metrics_per_command[command].get("control", {}).get("duplicate_flow_count", "0")}}</td>
-                        <td class="monospace metric">{{ http_metrics_per_command[command].get("target", {}).get("flow_count", "0")}}</td>
-                        <td class="monospace metric">{{ http_metrics_per_command[command].get("target", {}).get("duplicate_flow_count", "0")}}</td>
-                        <td class="monospace metric">{{ http_metrics_per_command[command].get("target", {}).get("cache_hit_ratio", "0%")}}</td>
-                        {% if http_metrics_per_command[command].get("difference", 0) != 0 %}
-                        <td class="monospace metric highlighted">{{ http_metrics_per_command[command].get("difference", 0)}}</td>
-                        {% else %}
-                        <td class="monospace metric">{{ http_metrics_per_command[command].get("difference", 0)}}</td>
-                        {% endif %}
-                    </tr>
-                {% endfor %}
-                </tbody>
-                </table>
-                {% endif %}
-            </div>
-        </section>
-        
-        <section>
-        {% if not fully_generated %}
-        <h2><span class="loader"></span>Test results</h2>
-        {% else%}
-            <h2>Test results</h2>
-        {% endif %}
-        <div class="section_content">
-            {% for test in test_results %}
-                <div class="test-result">
-                    {% if test["result"] == "passed" %}
-                    {% if test["output"] %}
-                    <h3 class="test-name" style="color: yellow;">{{ test["name"] }} [{{ test["result"] + " with errors" }}]</h3>
-                    {% else %}
-                    <h3 class="test-name" style="color: #7ee787;">{{ test["name"] }} [{{ test["result"] }}]</h3>
-                    {% endif %}
-                    {% elif  test["result"] == "failed" %}
-                    <h3 class="test-name" style="color: crimson;">{{ test["name"] }} [{{ test["result"] }}]</h3>
-                    {% else %}
-                    <h3 class="test-name" style="color: #fddf68;">{{ test["name"] }} [{{ test["result"] }}]</h3>
-                    {% endif %}
-                    {% if test["documentation"] %}
-                    <p class="testDescription">{{ test["documentation"] }}</p>
-                    {% endif %}
-                    {% if test["output"] %}
-                    <pre>
-                    <code class="language-python">{{ test["output"] }}</code>
-                    </pre>
-                    {% endif %}
-                    {% if test["properties"]%}
-                    {% for property_name, property_value in test["properties"] %}
-                        {% if property_value %}
-                        <h4>{{ property_name }}</h4>
-                        <pre>
-                        <code class="language-json">{{ property_value }}</code>
-                        </pre>
-                        {% else%}
-                        <!-- Do not display empty properties -->
-                        {% endif %}
-                    {% endfor%}
-                    {% endif %}
-                </div>
-            {% endfor%}
-        </div>
-        </section>
-    </div>
-</body>
-</html>
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/utils.py b/airbyte-ci/connectors/live-tests/src/live_tests/utils.py
deleted file mode 100644
index 4deafdbd8b97..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/utils.py
+++ /dev/null
@@ -1,162 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import json
-import logging
-from collections.abc import Callable, Iterable
-from pathlib import Path
-from typing import TYPE_CHECKING, Optional, Union
-
-import pytest
-from airbyte_protocol.models import AirbyteCatalog, AirbyteMessage, ConnectorSpecification, Status, Type  # type: ignore
-from deepdiff import DeepDiff  # type: ignore
-
-from live_tests import stash_keys
-from live_tests.commons.models import ExecutionResult
-from live_tests.consts import MAX_LINES_IN_REPORT
-
-if TYPE_CHECKING:
-    from _pytest.fixtures import SubRequest
-
-MAX_DIFF_SIZE_FOR_LOGGING = 500
-
-
-def get_test_logger(request: SubRequest) -> logging.Logger:
-    return logging.getLogger(request.node.name)
-
-
-def filter_records(messages: Iterable[AirbyteMessage]) -> Iterable[AirbyteMessage]:
-    for message in messages:
-        if message.type is Type.RECORD:
-            yield message
-
-
-def write_string_to_test_artifact(request: SubRequest, content: str, filename: str, subdir: Optional[Path] = None) -> Path:
-    # StashKey (in this case TEST_ARTIFACT_DIRECTORY) defines the output class of this,
-    # so this is already a Path.
-    test_artifact_directory = request.config.stash[stash_keys.TEST_ARTIFACT_DIRECTORY]
-    if subdir:
-        test_artifact_directory = test_artifact_directory / subdir
-    test_artifact_directory.mkdir(parents=True, exist_ok=True)
-    artifact_path = test_artifact_directory / filename
-    artifact_path.write_text(content)
-    return artifact_path
-
-
-def get_and_write_diff(
-    request: SubRequest,
-    control_data: Union[list, dict],
-    target_data: Union[list, dict],
-    filepath: str,
-    ignore_order: bool,
-    exclude_paths: Optional[list[str]],
-) -> str:
-    logger = get_test_logger(request)
-    diff = DeepDiff(
-        control_data,
-        target_data,
-        ignore_order=ignore_order,
-        report_repetition=True,
-        exclude_regex_paths=exclude_paths,
-    )
-    if diff:
-        diff_json = diff.to_json()
-        parsed_diff = json.loads(diff_json)
-        formatted_diff_json = json.dumps(parsed_diff, indent=2)
-
-        diff_path_tree = write_string_to_test_artifact(request, str(diff.tree), f"{filepath}_tree.txt", subdir=request.node.name)
-        diff_path_text = write_string_to_test_artifact(
-            request,
-            formatted_diff_json,
-            f"{filepath}_text.txt",
-            subdir=Path(request.node.name),
-        )
-        diff_path_pretty = write_string_to_test_artifact(
-            request,
-            str(diff.pretty()),
-            f"{filepath}_pretty.txt",
-            subdir=Path(request.node.name),
-        )
-
-        logger.info(f"Diff file are stored in {diff_path_tree}, {diff_path_text}, and {diff_path_pretty}.")
-        if len(diff_json.encode("utf-8")) < MAX_DIFF_SIZE_FOR_LOGGING:
-            logger.error(formatted_diff_json)
-
-        return formatted_diff_json
-    return ""
-
-
-def fail_test_on_failing_execution_results(record_property: Callable, execution_results: list[ExecutionResult]) -> None:
-    error_messages = []
-    for execution_result in execution_results:
-        if not execution_result.success:
-            property_suffix = f"of failing execution {execution_result.command.value} on {execution_result.connector_under_test.name}:{execution_result.connector_under_test.version} [{MAX_LINES_IN_REPORT} last lines]"
-            record_property(
-                f"Stdout {property_suffix}",
-                tail_file(execution_result.stdout_file_path, n=MAX_LINES_IN_REPORT),
-            )
-            record_property(
-                f"Stderr of {property_suffix}",
-                tail_file(execution_result.stderr_file_path, n=MAX_LINES_IN_REPORT),
-            )
-            error_messages.append(
-                f"Failed executing command {execution_result.command} on {execution_result.connector_under_test.name}:{execution_result.connector_under_test.version}"
-            )
-    if error_messages:
-        pytest.fail("\n".join(error_messages))
-
-
-def tail_file(file_path: Path, n: int = MAX_LINES_IN_REPORT) -> list[str]:
-    with open(file_path) as f:
-        # Move the cursor to the end of the file
-        f.seek(0, 2)
-        file_size = f.tell()
-        lines: list[str] = []
-        read_size = min(4096, file_size)
-        cursor = file_size - read_size
-
-        # Read chunks of the file until we've found n lines
-        while len(lines) < n and cursor >= 0:
-            f.seek(cursor)
-            chunk = f.read(read_size)
-            lines.extend(chunk.splitlines(True)[-n:])
-            cursor -= read_size
-
-        # Return the last n lines
-        return lines[-n:]
-
-
-def is_successful_check(execution_result: ExecutionResult) -> bool:
-    for message in execution_result.airbyte_messages:
-        if message.type is Type.CONNECTION_STATUS and message.connectionStatus and message.connectionStatus.status is Status.SUCCEEDED:
-            return True
-    return False
-
-
-def get_catalog(execution_result: ExecutionResult) -> AirbyteCatalog:
-    catalog = [m.catalog for m in execution_result.airbyte_messages if m.type is Type.CATALOG and m.catalog]
-    try:
-        return catalog[0]
-    except ValueError:
-        raise ValueError(f"Expected exactly one catalog in the execution result, but got {len(catalog)}.")
-
-
-def get_spec(execution_result: ExecutionResult) -> ConnectorSpecification:
-    spec = [m.spec for m in execution_result.airbyte_messages if m.type is Type.SPEC]
-    try:
-        return spec[0]
-    except ValueError:
-        raise ValueError(f"Expected exactly one spec in the execution result, but got {len(spec)}.")
-
-
-def find_all_values_for_key_in_schema(schema: dict, searched_key: str):
-    """Retrieve all (nested) values in a schema for a specific searched key"""
-    if isinstance(schema, list):
-        for schema_item in schema:
-            yield from find_all_values_for_key_in_schema(schema_item, searched_key)
-    if isinstance(schema, dict):
-        for key, value in schema.items():
-            if key == searched_key:
-                yield value
-            if isinstance(value, dict) or isinstance(value, list):
-                yield from find_all_values_for_key_in_schema(value, searched_key)
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/__init__.py b/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_check.py b/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_check.py
deleted file mode 100644
index ac945b830ffb..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_check.py
+++ /dev/null
@@ -1,45 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from typing import Callable
-
-import pytest
-from airbyte_protocol.models import Type
-
-from live_tests.commons.models import ExecutionResult
-from live_tests.consts import MAX_LINES_IN_REPORT
-from live_tests.utils import fail_test_on_failing_execution_results, is_successful_check, tail_file
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_check_succeeds(
-    record_property: Callable,
-    check_target_execution_result: ExecutionResult,
-) -> None:
-    """
-    Verify that the check command succeeds on the target connection.
-
-    Success is determined by the presence of a connection status message with a status of SUCCEEDED.
-    """
-    fail_test_on_failing_execution_results(
-        record_property,
-        [check_target_execution_result],
-    )
-    assert len([msg for msg in check_target_execution_result.airbyte_messages if msg.type == Type.CONNECTION_STATUS]) == 1
-
-    successful_target_check: bool = is_successful_check(check_target_execution_result)
-    error_messages = []
-    if not successful_target_check:
-        record_property(
-            f"Target CHECK standard output  [Last {MAX_LINES_IN_REPORT} lines]",
-            tail_file(check_target_execution_result.stdout_file_path, n=MAX_LINES_IN_REPORT),
-        )
-        error_messages.append("The target check did not succeed. Check the test artifacts for more information.")
-    if error_messages:
-        pytest.fail("\n".join(error_messages))
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_discover.py b/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_discover.py
deleted file mode 100644
index 0ac95f3fc82e..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_discover.py
+++ /dev/null
@@ -1,172 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from typing import Callable, List, Union
-
-import dpath.util
-import jsonschema
-import pytest
-from airbyte_protocol.models import AirbyteCatalog
-
-from live_tests.commons.models import ExecutionResult
-from live_tests.utils import fail_test_on_failing_execution_results, find_all_values_for_key_in_schema, get_catalog
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture(scope="session")
-def target_discovered_catalog(discover_target_execution_result: ExecutionResult) -> AirbyteCatalog:
-    return get_catalog(discover_target_execution_result)
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_discover(
-    record_property: Callable,
-    discover_target_execution_result: ExecutionResult,
-    target_discovered_catalog: AirbyteCatalog,
-):
-    """
-    Verify that the discover command succeeds on the target connection.
-
-    Success is determined by the presence of a catalog with one or more streams, all with unique names.
-    """
-    fail_test_on_failing_execution_results(
-        record_property,
-        [discover_target_execution_result],
-    )
-    duplicated_stream_names = _duplicated_stream_names(target_discovered_catalog.streams)
-
-    assert target_discovered_catalog is not None, "Message should have catalog"
-    assert hasattr(target_discovered_catalog, "streams") and target_discovered_catalog.streams, "Catalog should contain streams"
-    assert len(duplicated_stream_names) == 0, f"Catalog should have uniquely named streams, duplicates are: {duplicated_stream_names}"
-
-
-def _duplicated_stream_names(streams) -> List[str]:
-    """Counts number of times a stream appears in the catalog"""
-    name_counts = dict()
-    for stream in streams:
-        count = name_counts.get(stream.name, 0)
-        name_counts[stream.name] = count + 1
-    return [k for k, v in name_counts.items() if v > 1]
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_streams_have_valid_json_schemas(target_discovered_catalog: AirbyteCatalog):
-    """Check if all stream schemas are valid json schemas."""
-    for stream in target_discovered_catalog.streams:
-        jsonschema.Draft7Validator.check_schema(stream.json_schema)
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_defined_cursors_exist_in_schema(target_discovered_catalog: AirbyteCatalog):
-    """Check if all of the source defined cursor fields exist on stream's json schema."""
-    for stream in target_discovered_catalog.streams:
-        if not stream.default_cursor_field:
-            continue
-        schema = stream.json_schema
-        assert "properties" in schema, f"Top level item should have an 'object' type for {stream.name} stream schema"
-        cursor_path = "/properties/".join(stream.default_cursor_field)
-        cursor_field_location = dpath.util.search(schema["properties"], cursor_path)
-        assert cursor_field_location, (
-            f"Some of defined cursor fields {stream.default_cursor_field} are not specified in discover schema "
-            f"properties for {stream.name} stream"
-        )
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_defined_refs_exist_in_schema(target_discovered_catalog: AirbyteCatalog):
-    """Check the presence of unresolved `$ref`s values within each json schema."""
-    schemas_errors = []
-    for stream in target_discovered_catalog.streams:
-        check_result = list(find_all_values_for_key_in_schema(stream.json_schema, "$ref"))
-        if check_result:
-            schemas_errors.append({stream.name: check_result})
-
-    assert not schemas_errors, f"Found unresolved `$refs` values for selected streams: {tuple(schemas_errors)}."
-
-
-@pytest.mark.allow_diagnostic_mode
-@pytest.mark.parametrize("keyword", ["allOf", "not"])
-async def test_defined_keyword_exist_in_schema(keyword, target_discovered_catalog: AirbyteCatalog):
-    """Check for the presence of not allowed keywords within each json schema"""
-    schemas_errors = []
-    for stream in target_discovered_catalog.streams:
-        check_result = _find_keyword_schema(stream.json_schema, key=keyword)
-        if check_result:
-            schemas_errors.append(stream.name)
-
-    assert not schemas_errors, f"Found not allowed `{keyword}` keyword for selected streams: {schemas_errors}."
-
-
-def _find_keyword_schema(schema: Union[dict, list, str], key: str) -> bool:
-    """Find at least one keyword in a schema, skip object properties"""
-
-    def _find_keyword(schema, key, _skip=False):
-        if isinstance(schema, list):
-            for v in schema:
-                _find_keyword(v, key)
-        elif isinstance(schema, dict):
-            for k, v in schema.items():
-                if k == key and not _skip:
-                    raise StopIteration
-                rec_skip = k == "properties" and schema.get("type") == "object"
-                _find_keyword(v, key, rec_skip)
-
-    try:
-        _find_keyword(schema, key)
-    except StopIteration:
-        return True
-    return False
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_primary_keys_exist_in_schema(target_discovered_catalog: AirbyteCatalog):
-    """Check that all primary keys are present in catalog."""
-    for stream in target_discovered_catalog.streams:
-        for pk in stream.source_defined_primary_key or []:
-            schema = stream.json_schema
-            pk_path = "/properties/".join(pk)
-            pk_field_location = dpath.util.search(schema["properties"], pk_path)
-            assert pk_field_location, f"One of the PKs ({pk}) is not specified in discover schema for {stream.name} stream"
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_streams_has_sync_modes(target_discovered_catalog: AirbyteCatalog):
-    """Check that the supported_sync_modes is a not empty field in streams of the catalog."""
-    for stream in target_discovered_catalog.streams:
-        assert stream.supported_sync_modes is not None, f"The stream {stream.name} is missing supported_sync_modes field declaration."
-        assert len(stream.supported_sync_modes) > 0, f"supported_sync_modes list on stream {stream.name} should not be empty."
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_additional_properties_is_true(target_discovered_catalog: AirbyteCatalog):
-    """
-    Check that value of the "additionalProperties" field is always true.
-
-    A stream schema declaring "additionalProperties": false introduces the risk of accidental breaking changes.
-    Specifically, when removing a property from the stream schema, existing connector catalog will no longer be valid.
-    False value introduces the risk of accidental breaking changes.
-
-    Read https://github.com/airbytehq/airbyte/issues/14196 for more details.
-    """
-    for stream in target_discovered_catalog.streams:
-        additional_properties_values = list(find_all_values_for_key_in_schema(stream.json_schema, "additionalProperties"))
-        if additional_properties_values:
-            assert all(
-                [additional_properties_value is True for additional_properties_value in additional_properties_values]
-            ), "When set, additionalProperties field value must be true for backward compatibility."
-
-
-@pytest.mark.allow_diagnostic_mode
-@pytest.mark.skip("This a placeholder for a CAT which has too many failures. We need to fix the connectors at scale first.")
-async def test_catalog_has_supported_data_types(target_discovered_catalog: AirbyteCatalog):
-    """
-    Check that all streams have supported data types, format and airbyte_types.
-
-    Supported data types are listed there: https://docs.airbyte.com/understanding-airbyte/supported-data-types/
-    """
-    pass
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_read.py b/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_read.py
deleted file mode 100644
index 76b6063b82d2..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_read.py
+++ /dev/null
@@ -1,143 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from collections import defaultdict
-from functools import reduce
-from typing import TYPE_CHECKING, Any, Callable, List, Mapping, Tuple
-
-import pytest
-from airbyte_protocol.models import (
-    AirbyteStateMessage,
-    AirbyteStateStats,
-    AirbyteStateType,
-    AirbyteStreamStatus,
-    AirbyteStreamStatusTraceMessage,
-    ConfiguredAirbyteCatalog,
-)
-
-from live_tests.commons.json_schema_helper import conforms_to_schema
-from live_tests.commons.models import ExecutionResult
-from live_tests.utils import fail_test_on_failing_execution_results, get_test_logger
-
-if TYPE_CHECKING:
-    from _pytest.fixtures import SubRequest
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_read(
-    request: "SubRequest",
-    record_property: Callable,
-    read_target_execution_result: ExecutionResult,
-):
-    """
-    Verify that the read command succeeds on the target connection.
-
-    Also makes assertions about the validity of the read command output:
-    - At least one state message is emitted per stream
-    - Appropriate stream status messages are emitted for each stream
-    - If a primary key exists for the stream, it is present in the records emitted
-    """
-    has_records = False
-    errors = []
-    warnings = []
-    fail_test_on_failing_execution_results(
-        record_property,
-        [read_target_execution_result],
-    )
-    for stream in read_target_execution_result.configured_catalog.streams:
-        records = read_target_execution_result.get_records_per_stream(stream.stream.name)
-        state_messages = read_target_execution_result.get_states_per_stream(stream.stream.name)
-        statuses = read_target_execution_result.get_status_messages_per_stream(stream.stream.name)
-        primary_key = read_target_execution_result.primary_keys_per_stream.get(stream.stream.name)
-
-        for record in records:
-            has_records = True
-            if not conforms_to_schema(read_target_execution_result.get_obfuscated_types(record.record.data), stream.schema()):
-                errors.append(f"A record was encountered that does not conform to the schema. stream={stream.stream.name} record={record}")
-            if primary_key:
-                if _extract_primary_key_value(record.dict(), primary_key) is None:
-                    errors.append(
-                        f"Primary key subkeys {repr(primary_key)} have null values or not present in {stream.stream.name} stream records."
-                    )
-            if stream.stream.name not in state_messages:
-                errors.append(
-                    f"At least one state message should be emitted per stream, but no state messages were emitted for {stream.stream.name}."
-                )
-            try:
-                _validate_state_messages(
-                    state_messages=state_messages[stream.stream.name], configured_catalog=read_target_execution_result.configured_catalog
-                )
-            except AssertionError as exc:
-                warnings.append(
-                    f"Invalid state message for stream {stream.stream.name}. exc={exc} state_messages={state_messages[stream.stream.name]}"
-                )
-            if stream.stream.name not in statuses:
-                warnings.append(f"No stream statuses were emitted for stream {stream.stream.name}.")
-            if not _validate_stream_statuses(
-                configured_catalog=read_target_execution_result.configured_catalog, statuses=statuses[stream.stream.name]
-            ):
-                errors.append(f"Invalid statuses for stream {stream.stream.name}. statuses={statuses[stream.stream.name]}")
-    if not has_records:
-        errors.append("At least one record should be read using provided catalog.")
-
-    if errors:
-        logger = get_test_logger(request)
-        for error in errors:
-            logger.info(error)
-
-
-def _extract_primary_key_value(record: Mapping[str, Any], primary_key: List[List[str]]) -> dict[Tuple[str], Any]:
-    pk_values = {}
-    for pk_path in primary_key:
-        pk_value: Any = reduce(lambda data, key: data.get(key) if isinstance(data, dict) else None, pk_path, record)
-        pk_values[tuple(pk_path)] = pk_value
-    return pk_values
-
-
-def _validate_stream_statuses(configured_catalog: ConfiguredAirbyteCatalog, statuses: List[AirbyteStreamStatusTraceMessage]):
-    """Validate all statuses for all streams in the catalogs were emitted in correct order:
-    1. STARTED
-    2. RUNNING (can be >1)
-    3. COMPLETE
-    """
-    stream_statuses = defaultdict(list)
-    for status in statuses:
-        stream_statuses[f"{status.stream_descriptor.namespace}-{status.stream_descriptor.name}"].append(status.status)
-
-    assert set(f"{x.stream.namespace}-{x.stream.name}" for x in configured_catalog.streams) == set(
-        stream_statuses
-    ), "All stream must emit status"
-
-    for stream_name, status_list in stream_statuses.items():
-        assert (
-            len(status_list) >= 3
-        ), f"Stream `{stream_name}` statuses should be emitted in the next order: `STARTED`, `RUNNING`,... `COMPLETE`"
-        assert status_list[0] == AirbyteStreamStatus.STARTED
-        assert status_list[-1] == AirbyteStreamStatus.COMPLETE
-        assert all(x == AirbyteStreamStatus.RUNNING for x in status_list[1:-1])
-
-
-def _validate_state_messages(state_messages: List[AirbyteStateMessage], configured_catalog: ConfiguredAirbyteCatalog):
-    # Ensure that at least one state message is emitted for each stream
-    assert len(state_messages) >= len(
-        configured_catalog.streams
-    ), "At least one state message should be emitted for each configured stream."
-
-    for state_message in state_messages:
-        stream_name = state_message.stream.stream_descriptor.name
-        state_type = state_message.type
-
-        # Ensure legacy state type is not emitted anymore
-        assert state_type != AirbyteStateType.LEGACY, (
-            f"Ensure that statuses from the {stream_name} stream are emitted using either "
-            "`STREAM` or `GLOBAL` state types, as the `LEGACY` state type is now deprecated."
-        )
-
-        # Check if stats are of the correct type and present in state message
-        assert isinstance(state_message.sourceStats, AirbyteStateStats), "Source stats should be in state message."
diff --git a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_spec.py b/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_spec.py
deleted file mode 100644
index f5d3c2238d41..000000000000
--- a/airbyte-ci/connectors/live-tests/src/live_tests/validation_tests/test_spec.py
+++ /dev/null
@@ -1,514 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from typing import TYPE_CHECKING, Callable, Dict, List, Optional, Set, Tuple
-
-import dpath.util
-import jsonschema
-import pytest
-from airbyte_protocol.models import ConnectorSpecification
-
-from live_tests.commons.json_schema_helper import JsonSchemaHelper, get_expected_schema_structure, get_paths_in_connector_config
-from live_tests.commons.models import ExecutionResult
-from live_tests.utils import fail_test_on_failing_execution_results, find_all_values_for_key_in_schema, get_spec, get_test_logger
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-if TYPE_CHECKING:
-    from _pytest.fixtures import SubRequest
-
-
-@pytest.fixture(name="secret_property_names")
-def secret_property_names_fixture():
-    return (
-        "client_token",
-        "access_token",
-        "api_token",
-        "token",
-        "secret",
-        "client_secret",
-        "password",
-        "key",
-        "service_account_info",
-        "service_account",
-        "tenant_id",
-        "certificate",
-        "jwt",
-        "credentials",
-        "app_id",
-        "appid",
-        "refresh_token",
-    )
-
-
-DATE_PATTERN = "^[0-9]{2}-[0-9]{2}-[0-9]{4}$"
-DATETIME_PATTERN = "^[0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2})?$"
-
-
-@pytest.fixture
-def target_spec(spec_target_execution_result: ExecutionResult) -> ConnectorSpecification:
-    return get_spec(spec_target_execution_result)
-
-
-@pytest.fixture
-def connector_config(spec_target_execution_result: ExecutionResult) -> Dict[str, any]:
-    return spec_target_execution_result.config
-
-
-async def test_spec(
-    record_property: Callable,
-    spec_target_execution_result: ExecutionResult,
-):
-    """Check that the spec call succeeds"""
-    fail_test_on_failing_execution_results(record_property, [spec_target_execution_result])
-
-
-@pytest.mark.allow_diagnostic_mode
-async def test_config_match_spec(
-    target_spec: ConnectorSpecification,
-    connector_config: Dict[str, any],
-):
-    """Check that config matches the actual schema from the spec call"""
-    # Getting rid of technical variables that start with an underscore
-    config = {key: value for key, value in connector_config.data.items() if not key.startswith("_")}
-    try:
-        jsonschema.validate(instance=config, schema=target_spec.connectionSpecification)
-    except jsonschema.exceptions.ValidationError as err:
-        pytest.fail(f"Config invalid: {err}")
-    except jsonschema.exceptions.SchemaError as err:
-        pytest.fail(f"Spec is invalid: {err}")
-
-
-async def test_enum_usage(target_spec: ConnectorSpecification):
-    """Check that enum lists in specs contain distinct values."""
-    docs_url = "https://docs.airbyte.io/connector-development/connector-specification-reference"
-    docs_msg = f"See specification reference at {docs_url}."
-
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    enum_paths = schema_helper.find_nodes(keys=["enum"])
-
-    for path in enum_paths:
-        enum_list = schema_helper.get_node(path)
-        assert len(set(enum_list)) == len(
-            enum_list
-        ), f"Enum lists should not contain duplicate values. Misconfigured enum array: {enum_list}. {docs_msg}"
-
-
-async def test_oneof_usage(target_spec: ConnectorSpecification):
-    """Check that if spec contains oneOf it follows the rules according to reference
-    https://docs.airbyte.io/connector-development/connector-specification-reference
-    """
-    docs_url = "https://docs.airbyte.io/connector-development/connector-specification-reference"
-    docs_msg = f"See specification reference at {docs_url}."
-
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    variant_paths = schema_helper.find_nodes(keys=["oneOf", "anyOf"])
-
-    for variant_path in variant_paths:
-        top_level_obj = schema_helper.get_node(variant_path[:-1])
-        assert (
-            top_level_obj.get("type") == "object"
-        ), f"The top-level definition in a `oneOf` block should have type: object. misconfigured object: {top_level_obj}. {docs_msg}"
-
-        variants = schema_helper.get_node(variant_path)
-        for variant in variants:
-            assert "properties" in variant, f"Each item in the oneOf array should be a property with type object. {docs_msg}"
-
-        oneof_path = ".".join(map(str, variant_path))
-        variant_props = [set(v["properties"].keys()) for v in variants]
-        common_props = set.intersection(*variant_props)
-        assert common_props, f"There should be at least one common property for {oneof_path} subobjects. {docs_msg}"
-
-        const_common_props = set()
-        enum_common_props = set()
-        for common_prop in common_props:
-            if all(["const" in variant["properties"][common_prop] for variant in variants]):
-                const_common_props.add(common_prop)
-            if all(["enum" in variant["properties"][common_prop] for variant in variants]):
-                enum_common_props.add(common_prop)
-        assert len(const_common_props) == 1 or (
-            len(const_common_props) == 0 and len(enum_common_props) == 1
-        ), f"There should be exactly one common property with 'const' keyword (or equivalent) for {oneof_path} subobjects. {docs_msg}"
-
-        const_common_prop = const_common_props.pop() if const_common_props else enum_common_props.pop()
-        for n, variant in enumerate(variants):
-            prop_obj = variant["properties"][const_common_prop]
-            prop_info = f"common property {oneof_path}[{n}].{const_common_prop}. It's recommended to just use `const`."
-            if "const" in prop_obj:
-                const_value = prop_obj["const"]
-                assert (
-                    "default" not in prop_obj or prop_obj["default"] == const_value
-                ), f"'default' needs to be identical to 'const' in {prop_info}. {docs_msg}"
-                assert "enum" not in prop_obj or prop_obj["enum"] == [
-                    const_value
-                ], f"'enum' needs to be an array with a single item identical to 'const' in {prop_info}. {docs_msg}"
-            else:
-                assert (
-                    "enum" in prop_obj and "default" in prop_obj and prop_obj["enum"] == [prop_obj["default"]]
-                ), f"'enum' needs to be an array with a single item identical to 'default' in {prop_info}. {docs_msg}"
-
-
-def _is_spec_property_name_secret(path: str, secret_property_names) -> Tuple[Optional[str], bool]:
-    """
-    Given a path to a type field, extract a field name and decide whether it is a name of secret or not
-    based on a provided list of secret names.
-    Split the path by `/`, drop the last item and make list reversed.
-    Then iterate over it and find the first item that's not a reserved keyword or an index.
-    Example:
-    properties/credentials/oneOf/1/properties/api_key/type -> [api_key, properties, 1, oneOf, credentials, properties] -> api_key
-    """
-    reserved_keywords = ("anyOf", "oneOf", "allOf", "not", "properties", "items", "type", "prefixItems")
-    for part in reversed(path.split("/")[:-1]):
-        if part.isdigit() or part in reserved_keywords:
-            continue
-        return part, part.lower() in secret_property_names
-    return None, False
-
-
-def _property_can_store_secret(prop: dict) -> bool:
-    """
-    Some fields can not hold a secret by design, others can.
-    Null type as well as boolean can not hold a secret value.
-    A string, a number or an integer type can always store secrets.
-    Secret objects and arrays can not be rendered correctly in the UI:
-    A field with a constant value can not hold a secret as well.
-    """
-    unsecure_types = {"string", "integer", "number"}
-    type_ = prop["type"]
-    is_property_constant_value = bool(prop.get("const"))
-    can_store_secret = any(
-        [
-            isinstance(type_, str) and type_ in unsecure_types,
-            isinstance(type_, list) and (set(type_) & unsecure_types),
-        ]
-    )
-    if not can_store_secret:
-        return False
-    # if a property can store a secret, additional check should be done if it's a constant value
-    return not is_property_constant_value
-
-
-async def test_secret_is_properly_marked(target_spec: ConnectorSpecification, secret_property_names):
-    """
-    Each field has a type, therefore we can make a flat list of fields from the returned specification.
-    Iterate over the list, check if a field name is a secret name, can potentially hold a secret value
-    and make sure it is marked as `airbyte_secret`.
-    """
-    secrets_exposed = []
-    non_secrets_hidden = []
-    spec_properties = target_spec.connectionSpecification["properties"]
-    for type_path, type_value in dpath.util.search(spec_properties, "**/type", yielded=True):
-        _, is_property_name_secret = _is_spec_property_name_secret(type_path, secret_property_names)
-        if not is_property_name_secret:
-            continue
-        absolute_path = f"/{type_path}"
-        property_path, _ = absolute_path.rsplit(sep="/", maxsplit=1)
-        property_definition = dpath.util.get(spec_properties, property_path)
-        marked_as_secret = property_definition.get("airbyte_secret", False)
-        possibly_a_secret = _property_can_store_secret(property_definition)
-        if marked_as_secret and not possibly_a_secret:
-            non_secrets_hidden.append(property_path)
-        if not marked_as_secret and possibly_a_secret:
-            secrets_exposed.append(property_path)
-
-    if non_secrets_hidden:
-        properties = "\n".join(non_secrets_hidden)
-        pytest.fail(
-            f"""Some properties are marked with `airbyte_secret` although they probably should not be.
-            Please double check them. If they're okay, please fix this test.
-            {properties}"""
-        )
-    if secrets_exposed:
-        properties = "\n".join(secrets_exposed)
-        pytest.fail(
-            f"""The following properties should be marked with `airbyte_secret!`
-                {properties}"""
-        )
-
-
-def _fail_on_errors(errors: List[str]):
-    if len(errors) > 0:
-        pytest.fail("\n".join(errors))
-
-
-def test_property_type_is_not_array(target_spec: ConnectorSpecification):
-    """
-    Each field has one or multiple types, but the UI only supports a single type and optionally "null" as a second type.
-    """
-    errors = []
-    for type_path, type_value in dpath.util.search(target_spec.connectionSpecification, "**/properties/*/type", yielded=True):
-        if isinstance(type_value, List):
-            number_of_types = len(type_value)
-            if number_of_types != 2 and number_of_types != 1:
-                errors.append(
-                    f"{type_path} is not either a simple type or an array of a simple type plus null: {type_value} (for example: type: [string, null])"
-                )
-            if number_of_types == 2 and type_value[1] != "null":
-                errors.append(
-                    f"Second type of {type_path} is not null: {type_value}. Type can either be a simple type or an array of a simple type plus null (for example: type: [string, null])"
-                )
-    _fail_on_errors(errors)
-
-
-def test_object_not_empty(target_spec: ConnectorSpecification):
-    """
-    Each object field needs to have at least one property as the UI won't be able to show them otherwise.
-    If the whole spec is empty, it's allowed to have a single empty object at the top level
-    """
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    errors = []
-    for type_path, type_value in dpath.util.search(target_spec.connectionSpecification, "**/type", yielded=True):
-        if type_path == "type":
-            # allow empty root object
-            continue
-        if type_value == "object":
-            property = schema_helper.get_parent(type_path)
-            if "oneOf" not in property and ("properties" not in property or len(property["properties"]) == 0):
-                errors.append(
-                    f"{type_path} is an empty object which will not be represented correctly in the UI. Either remove or add specific properties"
-                )
-    _fail_on_errors(errors)
-
-
-async def test_array_type(target_spec: ConnectorSpecification):
-    """
-    Each array has one or multiple types for its items, but the UI only supports a single type which can either be object, string or an enum
-    """
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    errors = []
-    for type_path, type_type in dpath.util.search(target_spec.connectionSpecification, "**/type", yielded=True):
-        property_definition = schema_helper.get_parent(type_path)
-        if type_type != "array":
-            # unrelated "items", not an array definition
-            continue
-        items_value = property_definition.get("items", None)
-        if items_value is None:
-            continue
-        elif isinstance(items_value, List):
-            errors.append(f"{type_path} is not just a single item type: {items_value}")
-        elif items_value.get("type") not in ["object", "string", "number", "integer"] and "enum" not in items_value:
-            errors.append(f"Items of {type_path} has to be either object or string or define an enum")
-    _fail_on_errors(errors)
-
-
-async def test_forbidden_complex_types(target_spec: ConnectorSpecification):
-    """
-    not, anyOf, patternProperties, prefixItems, allOf, if, then, else, dependentSchemas and dependentRequired are not allowed
-    """
-    forbidden_keys = [
-        "not",
-        "anyOf",
-        "patternProperties",
-        "prefixItems",
-        "allOf",
-        "if",
-        "then",
-        "else",
-        "dependentSchemas",
-        "dependentRequired",
-    ]
-    found_keys = set()
-    for forbidden_key in forbidden_keys:
-        for path, value in dpath.util.search(target_spec.connectionSpecification, f"**/{forbidden_key}", yielded=True):
-            found_keys.add(path)
-
-    for forbidden_key in forbidden_keys:
-        # remove forbidden keys if they are used as properties directly
-        for path, _value in dpath.util.search(target_spec.connectionSpecification, f"**/properties/{forbidden_key}", yielded=True):
-            found_keys.remove(path)
-
-    if len(found_keys) > 0:
-        key_list = ", ".join(found_keys)
-        pytest.fail(f"Found the following disallowed JSON schema features: {key_list}")
-
-
-async def test_date_pattern(request: "SubRequest", target_spec: ConnectorSpecification):
-    """
-    Properties with format date or date-time should always have a pattern defined how the date/date-time should be formatted
-    that corresponds with the format the datepicker component is creating.
-    """
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    for format_path, format in dpath.util.search(target_spec.connectionSpecification, "**/format", yielded=True):
-        if not isinstance(format, str):
-            # format is not a format definition here but a property named format
-            continue
-        property_definition = schema_helper.get_parent(format_path)
-        pattern = property_definition.get("pattern")
-        logger = get_test_logger(request)
-        if format == "date" and not pattern == DATE_PATTERN:
-            logger.warning(
-                f"{format_path} is defining a date format without the corresponding pattern. Consider setting the pattern to {DATE_PATTERN} to make it easier for users to edit this field in the UI."
-            )
-        if format == "date-time" and not pattern == DATETIME_PATTERN:
-            logger.warning(
-                f"{format_path} is defining a date-time format without the corresponding pattern Consider setting the pattern to {DATETIME_PATTERN} to make it easier for users to edit this field in the UI."
-            )
-
-
-async def test_date_format(request: "SubRequest", target_spec: ConnectorSpecification):
-    """
-    Properties with a pattern that looks like a date should have their format set to date or date-time.
-    """
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    for pattern_path, pattern in dpath.util.search(target_spec.connectionSpecification, "**/pattern", yielded=True):
-        if not isinstance(pattern, str):
-            # pattern is not a pattern definition here but a property named pattern
-            continue
-        if pattern == DATE_PATTERN or pattern == DATETIME_PATTERN:
-            property_definition = schema_helper.get_parent(pattern_path)
-            format = property_definition.get("format")
-            logger = get_test_logger(request)
-            if not format == "date" and pattern == DATE_PATTERN:
-                logger.warning(
-                    f"{pattern_path} is defining a pattern that looks like a date without setting the format to `date`. Consider specifying the format to make it easier for users to edit this field in the UI."
-                )
-            if not format == "date-time" and pattern == DATETIME_PATTERN:
-                logger.warning(
-                    f"{pattern_path} is defining a pattern that looks like a date-time without setting the format to `date-time`. Consider specifying the format to make it easier for users to edit this field in the UI."
-                )
-
-
-async def test_duplicate_order(target_spec: ConnectorSpecification):
-    """
-    Custom ordering of field (via the "order" property defined in the field) is not allowed to have duplicates within the same group.
-    `{ "a": { "order": 1 }, "b": { "order": 1 } }` is invalid because there are two fields with order 1
-    `{ "a": { "order": 1 }, "b": { "order": 1, "group": "x" } }` is valid because the fields with the same order are in different groups
-    """
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    errors = []
-    for properties_path, properties in dpath.util.search(target_spec.connectionSpecification, "**/properties", yielded=True):
-        definition = schema_helper.get_parent(properties_path)
-        if definition.get("type") != "object":
-            # unrelated "properties", not an actual object definition
-            continue
-        used_orders: Dict[str, Set[int]] = {}
-        for property in properties.values():
-            if "order" not in property:
-                continue
-            order = property.get("order")
-            group = property.get("group", "")
-            if group not in used_orders:
-                used_orders[group] = set()
-            orders_for_group = used_orders[group]
-            if order in orders_for_group:
-                errors.append(f"{properties_path} has duplicate order: {order}")
-            orders_for_group.add(order)
-    _fail_on_errors(errors)
-
-
-async def test_nested_group(target_spec: ConnectorSpecification):
-    """
-    Groups can only be defined on the top level properties
-    `{ "a": { "group": "x" }}` is valid because field "a" is a top level field
-    `{ "a": { "oneOf": [{ "type": "object", "properties": { "b": { "group": "x" } } }] }}` is invalid because field "b" is nested in a oneOf
-    """
-    errors = []
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    for result in dpath.util.search(target_spec.connectionSpecification, "/properties/**/group", yielded=True):
-        group_path = result[0]
-        parent_path = schema_helper.get_parent_path(group_path)
-        is_property_named_group = parent_path.endswith("properties")
-        grandparent_path = schema_helper.get_parent_path(parent_path)
-        if grandparent_path != "/properties" and not is_property_named_group:
-            errors.append(f"Groups can only be defined on top level, is defined at {group_path}")
-    _fail_on_errors(errors)
-
-
-async def test_display_type(target_spec: ConnectorSpecification):
-    """
-    The display_type property can only be set on fields which have a oneOf property, and must be either "dropdown" or "radio"
-    """
-    errors = []
-    schema_helper = JsonSchemaHelper(target_spec.connectionSpecification)
-    for result in dpath.util.search(target_spec.connectionSpecification, "/properties/**/display_type", yielded=True):
-        display_type_path = result[0]
-        parent_path = schema_helper.get_parent_path(display_type_path)
-        is_property_named_display_type = parent_path.endswith("properties")
-        if is_property_named_display_type:
-            continue
-        parent_object = schema_helper.get_parent(display_type_path)
-        if "oneOf" not in parent_object:
-            errors.append(f"display_type is only allowed on fields which have a oneOf property, but is set on {parent_path}")
-        display_type_value = parent_object.get("display_type")
-        if display_type_value != "dropdown" and display_type_value != "radio":
-            errors.append(f"display_type must be either 'dropdown' or 'radio', but is set to '{display_type_value}' at {display_type_path}")
-    _fail_on_errors(errors)
-
-
-async def test_defined_refs_exist_in_json_spec_file(target_spec: ConnectorSpecification):
-    """Checking for the presence of unresolved `$ref`s values within each json spec file"""
-    check_result = list(find_all_values_for_key_in_schema(target_spec.connectionSpecification["properties"], "$ref"))
-    assert not check_result, "Found unresolved `$refs` value in spec.json file"
-
-
-async def test_oauth_flow_parameters(target_spec: ConnectorSpecification):
-    """Check if connector has correct oauth flow parameters according to
-    https://docs.airbyte.io/connector-development/connector-specification-reference
-    """
-    advanced_auth = target_spec.advanced_auth
-    if not advanced_auth:
-        return
-    spec_schema = target_spec.connectionSpecification
-    paths_to_validate = set()
-    if advanced_auth.predicate_key:
-        paths_to_validate.add("/" + "/".join(advanced_auth.predicate_key))
-    oauth_config_specification = advanced_auth.oauth_config_specification
-    if oauth_config_specification:
-        if oauth_config_specification.oauth_user_input_from_connector_config_specification:
-            paths_to_validate.update(
-                get_paths_in_connector_config(oauth_config_specification.oauth_user_input_from_connector_config_specification["properties"])
-            )
-        if oauth_config_specification.complete_oauth_output_specification:
-            paths_to_validate.update(
-                get_paths_in_connector_config(oauth_config_specification.complete_oauth_output_specification["properties"])
-            )
-        if oauth_config_specification.complete_oauth_server_output_specification:
-            paths_to_validate.update(
-                get_paths_in_connector_config(oauth_config_specification.complete_oauth_server_output_specification["properties"])
-            )
-
-    diff = paths_to_validate - set(get_expected_schema_structure(spec_schema))
-    assert diff == set(), f"Specified oauth fields are missed from spec schema: {diff}"
-
-
-async def test_oauth_is_default_method(target_spec: ConnectorSpecification):
-    """
-    OAuth is default check.
-    If credentials do have oneOf: we check that the OAuth is listed at first.
-    If there is no oneOf and Oauth: OAuth is only option to authenticate the source and no check is needed.
-    """
-    advanced_auth = target_spec.advanced_auth
-    if not advanced_auth:
-        pytest.skip("Source does not have OAuth method.")
-    if not advanced_auth.predicate_key:
-        pytest.skip("Advanced Auth object does not have predicate_key, only one option to authenticate.")
-
-    spec_schema = target_spec.connectionSpecification
-    credentials = advanced_auth.predicate_key[0]
-    try:
-        one_of_default_method = dpath.util.get(spec_schema, f"/**/{credentials}/oneOf/0")
-    except KeyError:  # Key Error when oneOf is not in credentials object
-        pytest.skip("Credentials object does not have oneOf option.")
-
-    path_in_credentials = "/".join(advanced_auth.predicate_key[1:])
-    auth_method_predicate_const = dpath.util.get(one_of_default_method, f"/**/{path_in_credentials}/const")
-    assert (
-        auth_method_predicate_const == advanced_auth.predicate_value
-    ), f"Oauth method should be a default option. Current default method is {auth_method_predicate_const}."
-
-
-async def test_additional_properties_is_true(target_spec: ConnectorSpecification):
-    """Check that value of the "additionalProperties" field is always true.
-    A spec declaring "additionalProperties": false introduces the risk of accidental breaking changes.
-    Specifically, when removing a property from the spec, existing connector configs will no longer be valid.
-    False value introduces the risk of accidental breaking changes.
-    Read https://github.com/airbytehq/airbyte/issues/14196 for more details"""
-    additional_properties_values = find_all_values_for_key_in_schema(target_spec.connectionSpecification, "additionalProperties")
-    if additional_properties_values:
-        assert all(
-            [additional_properties_value is True for additional_properties_value in additional_properties_values]
-        ), "When set, additionalProperties field value must be true for backward compatibility."
diff --git a/airbyte-ci/connectors/live-tests/tests/__init__.py b/airbyte-ci/connectors/live-tests/tests/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/live-tests/tests/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/live-tests/tests/backends/__init__.py b/airbyte-ci/connectors/live-tests/tests/backends/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/live-tests/tests/backends/test_file_backend.py b/airbyte-ci/connectors/live-tests/tests/backends/test_file_backend.py
deleted file mode 100644
index fbd8f03bc4f7..000000000000
--- a/airbyte-ci/connectors/live-tests/tests/backends/test_file_backend.py
+++ /dev/null
@@ -1,71 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from pathlib import Path
-
-import pytest
-from airbyte_protocol.models import (
-    AirbyteCatalog,
-    AirbyteConnectionStatus,
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStateMessage,
-    ConnectorSpecification,
-    Status,
-)
-from airbyte_protocol.models import Type as AirbyteMessageType
-
-from live_tests.commons.backends import FileBackend
-
-
-@pytest.mark.parametrize(
-    "messages, expected_writes",
-    [
-        (
-            [
-                AirbyteMessage(type=AirbyteMessageType.CATALOG, catalog=AirbyteCatalog(streams=[])),
-                AirbyteMessage(
-                    type=AirbyteMessageType.CONNECTION_STATUS,
-                    connectionStatus=AirbyteConnectionStatus(status=Status.SUCCEEDED),
-                ),
-                AirbyteMessage(
-                    type=AirbyteMessageType.RECORD,
-                    record=AirbyteRecordMessage(stream="test_stream", data={}, emitted_at=123456789),
-                ),
-                AirbyteMessage(
-                    type=AirbyteMessageType.SPEC,
-                    spec=ConnectorSpecification(connectionSpecification={}),
-                ),
-                AirbyteMessage(
-                    type=AirbyteMessageType.STATE,
-                    state=AirbyteStateMessage(data={"test": "value"}),
-                ),
-            ],
-            [
-                ("catalog.jsonl", '{"streams": []}\n'),
-                (
-                    "connection_status.jsonl",
-                    '{"status": "SUCCEEDED", "message": null}\n',
-                ),
-                (
-                    "records.jsonl",
-                    '{"namespace": null, "stream": "test_stream", "data": {}, "meta": null}\n',
-                ),
-                (
-                    "spec.jsonl",
-                    '{"documentationUrl": null, "changelogUrl": null, "connectionSpecification": {}, "supportsIncremental": null, "supportsNormalization": false, "supportsDBT": false, "supported_destination_sync_modes": null, "advanced_auth": null, "protocol_version": null}\n',
-                ),
-                (
-                    "states.jsonl",
-                    '{"type": null, "stream": null, "global_": null, "data": {"test": "value"}, "sourceStats": null, "destinationStats": null}\n',
-                ),
-            ],
-        ),
-    ],
-)
-def test_write(tmp_path, messages, expected_writes):
-    backend = FileBackend(tmp_path)
-    backend.write(messages)
-    for expected_file, expected_content in expected_writes:
-        expected_path = Path(tmp_path / expected_file)
-        assert expected_path.exists()
-        content = expected_path.read_text()
diff --git a/airbyte-ci/connectors/live-tests/tests/test_get_connection_objects_retrieval.py b/airbyte-ci/connectors/live-tests/tests/test_get_connection_objects_retrieval.py
deleted file mode 100644
index e38bba4fcc41..000000000000
--- a/airbyte-ci/connectors/live-tests/tests/test_get_connection_objects_retrieval.py
+++ /dev/null
@@ -1,702 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import uuid
-from unittest.mock import patch
-from uuid import UUID
-
-from connection_retriever import ConnectionObject
-from connection_retriever.retrieval import TestingCandidate
-from connection_retriever.utils import ConnectionSubset
-
-from live_tests.commons.connection_objects_retrieval import _get_connection_objects_from_retrieved_objects
-
-mocking_return_of_retrieve_testing_candidates = [
-    TestingCandidate(
-        connection_id="0b11bcb3-7726-4d1a-bcb4-d68fb579f7a8",
-        connection_url=f"https://cloud.airbyte.com/workspaces/{str(uuid.uuid4())}/connections/{str(uuid.uuid4())}",
-        catalog=None,
-        configured_catalog=None,
-        state=None,
-        workspace_id=None,
-        destination_docker_image=None,
-        source_docker_image=None,
-        last_attempt_duration_in_microseconds=44902474342,
-        streams_with_data=[
-            "sponsored_products_report_stream",
-            "profiles",
-            "sponsored_display_report_stream",
-            "sponsored_brands_v3_report_stream",
-        ],
-    ),
-    TestingCandidate(
-        connection_id="8775fd75-e510-4f7f-98dc-0128ea997133",
-        connection_url=f"https://cloud.airbyte.com/workspaces/{str(uuid.uuid4())}/connections/{str(uuid.uuid4())}",
-        catalog=None,
-        configured_catalog=None,
-        state=None,
-        workspace_id=None,
-        destination_docker_image=None,
-        source_docker_image=None,
-        last_attempt_duration_in_microseconds=44902474342,
-        streams_with_data=[
-            "sponsored_products_report_stream",
-            "sponsored_display_report_stream",
-            "profiles",
-            "sponsored_brands_v3_report_stream",
-        ],
-    ),
-]
-
-mocking_return_of_retrieve_objects = [
-    TestingCandidate(
-        connection_id="0b11bcb3-7726-4d1a-bcb4-d68fb579f7a8",
-        connection_url=f"https://cloud.airbyte.com/workspaces/{str(uuid.uuid4())}/connections/{str(uuid.uuid4())}",
-        catalog={
-            "streams": [
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "countryCode": {"type": [...]},
-                        },
-                        "title": "profiles",
-                        "type": ["null", "object"],
-                    },
-                    "name": "profiles",
-                    "source_defined_primary_key": [["profileId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "state": {"type": [...]},
-                        },
-                        "title": "portfolios",
-                        "type": ["null", "object"],
-                    },
-                    "name": "portfolios",
-                    "source_defined_primary_key": [["portfolioId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "tactic": {"type": [...]},
-                        },
-                        "title": "sponsored_display_campaigns",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_campaigns",
-                    "source_defined_primary_key": [["campaignId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "tactic": {"type": [...]},
-                        },
-                        "title": "sponsored_display_ad_groups",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_ad_groups",
-                    "source_defined_primary_key": [["adGroupId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "state": {"type": [...]},
-                        },
-                        "title": "sponsored_display_product_ads",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_product_ads",
-                    "source_defined_primary_key": [["adId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "targetId": {"type": [...]},
-                        },
-                        "title": "sponsored_display_targetings",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_targetings",
-                    "source_defined_primary_key": [["targetId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "properties": {"type": [...]},
-                        },
-                        "title": "sponsored_display_creatives",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_creatives",
-                    "source_defined_primary_key": [["creativeId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "createdDate": {"type": [...]},
-                        },
-                        "title": "sponsored_display_budget_rules",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_budget_rules",
-                    "source_defined_primary_key": [["ruleId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_brands_keywords",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_brands_keywords",
-                    "source_defined_primary_key": [["adGroupId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "bidding": {"type": [...]},
-                        },
-                        "title": "sponsored_brands_campaigns",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_brands_campaigns",
-                    "source_defined_primary_key": [["campaignId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_brands_ad_groups",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_brands_ad_groups",
-                    "source_defined_primary_key": [["adGroupId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "budget": {"type": [...]},
-                        },
-                        "title": "sponsored_product_campaigns",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_campaigns",
-                    "source_defined_primary_key": [["campaignId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_product_ad_groups",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_ad_groups",
-                    "source_defined_primary_key": [["adGroupId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_product_keywords",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_keywords",
-                    "source_defined_primary_key": [["keywordId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_product_negative_keywords",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_negative_keywords",
-                    "source_defined_primary_key": [["keywordId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_product_campaign_negative_keywords",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_campaign_negative_keywords",
-                    "source_defined_primary_key": [["keywordId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_product_ads",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_ads",
-                    "source_defined_primary_key": [["adId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "sponsored_product_targetings",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_targetings",
-                    "source_defined_primary_key": [["targetId"]],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                            "bidRecommendationsForTargetingExpressions": {"items": {...}, "type": "array"},
-                            "campaignId": {"type": [...]},
-                            "theme": {"type": [...]},
-                        },
-                        "title": "sponsored_product_ad_group_bid_recommendations",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_ad_group_bid_recommendations",
-                    "source_defined_primary_key": [],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {"adGroupId": {"type": [...]}, "suggestedKeywords": {"items": {...}, "type": [...]}},
-                        "title": "sponsored_product_ad_group_suggested_keywords",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_product_ad_group_suggested_keywords",
-                    "source_defined_primary_key": [],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "attribution_report_products",
-                        "type": ["null", "object"],
-                    },
-                    "name": "attribution_report_products",
-                    "source_defined_primary_key": [],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "attribution_report_performance_adgroup",
-                        "type": ["null", "object"],
-                    },
-                    "name": "attribution_report_performance_adgroup",
-                    "source_defined_primary_key": [],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "attribution_report_performance_campaign",
-                        "type": ["null", "object"],
-                    },
-                    "name": "attribution_report_performance_campaign",
-                    "source_defined_primary_key": [],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": [],
-                    "is_resumable": False,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "adGroupId": {"type": [...]},
-                        },
-                        "title": "attribution_report_performance_creative",
-                        "type": ["null", "object"],
-                    },
-                    "name": "attribution_report_performance_creative",
-                    "source_defined_primary_key": [],
-                    "supported_sync_modes": ["full_refresh"],
-                },
-                {
-                    "default_cursor_field": ["reportDate"],
-                    "is_resumable": True,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "profileId": {"type": [...]},
-                        },
-                        "title": "sponsored_display_report_stream",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_display_report_stream",
-                    "source_defined_cursor": True,
-                    "source_defined_primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                    "supported_sync_modes": ["full_refresh", "incremental"],
-                },
-                {
-                    "default_cursor_field": ["reportDate"],
-                    "is_resumable": True,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "profileId": {"type": [...]},
-                        },
-                        "title": "sponsored_brands_v3_report_stream",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_brands_v3_report_stream",
-                    "source_defined_cursor": True,
-                    "source_defined_primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                    "supported_sync_modes": ["full_refresh", "incremental"],
-                },
-                {
-                    "default_cursor_field": ["reportDate"],
-                    "is_resumable": True,
-                    "json_schema": {
-                        "$schema": "http://json-schema.org/draft-07/schema#",
-                        "properties": {
-                            "profileId": {"type": [...]},
-                        },
-                        "title": "sponsored_products_report_stream",
-                        "type": ["null", "object"],
-                    },
-                    "name": "sponsored_products_report_stream",
-                    "source_defined_cursor": True,
-                    "source_defined_primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                    "supported_sync_modes": ["full_refresh", "incremental"],
-                },
-            ]
-        },
-        configured_catalog={
-            "streams": [
-                {
-                    "cursor_field": ["reportDate"],
-                    "destination_sync_mode": "append_dedup",
-                    "fields": [
-                        {"name": "metric", "type": "OBJECT"},
-                        {"name": "recordId", "type": "STRING"},
-                        {"name": "profileId", "type": "INTEGER"},
-                        {"name": "recordType", "type": "STRING"},
-                        {"name": "reportDate", "type": "STRING"},
-                    ],
-                    "mappers": [],
-                    "primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                    "stream": {
-                        "default_cursor_field": ["reportDate"],
-                        "is_resumable": False,
-                        "json_schema": {
-                            "$schema": "http://json-schema.org/draft-07/schema#",
-                            "properties": {
-                                "metric": {...},
-                                "profileId": {...},
-                                "recordId": {...},
-                                "recordType": {...},
-                                "reportDate": {...},
-                            },
-                            "title": "sponsored_display_report_stream",
-                            "type": ["null", "object"],
-                        },
-                        "name": "sponsored_display_report_stream",
-                        "source_defined_cursor": True,
-                        "source_defined_primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                        "supported_sync_modes": ["full_refresh", "incremental"],
-                    },
-                    "sync_mode": "incremental",
-                },
-                {
-                    "cursor_field": [],
-                    "destination_sync_mode": "overwrite_dedup",
-                    "fields": [
-                        {"name": "timezone", "type": "STRING"},
-                        {"name": "profileId", "type": "INTEGER"},
-                        {"name": "accountInfo", "type": "OBJECT"},
-                        {"name": "countryCode", "type": "STRING"},
-                        {"name": "dailyBudget", "type": "NUMBER"},
-                        {"name": "currencyCode", "type": "STRING"},
-                    ],
-                    "mappers": [],
-                    "primary_key": [["profileId"]],
-                    "stream": {
-                        "default_cursor_field": [],
-                        "is_resumable": False,
-                        "json_schema": {
-                            "$schema": "http://json-schema.org/draft-07/schema#",
-                            "properties": {
-                                "accountInfo": {...},
-                                "countryCode": {...},
-                                "currencyCode": {...},
-                                "dailyBudget": {...},
-                                "profileId": {...},
-                                "timezone": {...},
-                            },
-                            "title": "profiles",
-                            "type": ["null", "object"],
-                        },
-                        "name": "profiles",
-                        "source_defined_cursor": False,
-                        "source_defined_primary_key": [["profileId"]],
-                        "supported_sync_modes": ["full_refresh"],
-                    },
-                    "sync_mode": "full_refresh",
-                },
-                {
-                    "cursor_field": ["reportDate"],
-                    "destination_sync_mode": "append_dedup",
-                    "fields": [
-                        {"name": "metric", "type": "OBJECT"},
-                        {"name": "recordId", "type": "STRING"},
-                        {"name": "profileId", "type": "INTEGER"},
-                        {"name": "recordType", "type": "STRING"},
-                        {"name": "reportDate", "type": "STRING"},
-                    ],
-                    "mappers": [],
-                    "primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                    "stream": {
-                        "default_cursor_field": ["reportDate"],
-                        "is_resumable": False,
-                        "json_schema": {
-                            "$schema": "http://json-schema.org/draft-07/schema#",
-                            "properties": {
-                                "metric": {...},
-                                "profileId": {...},
-                                "recordId": {...},
-                                "recordType": {...},
-                                "reportDate": {...},
-                            },
-                            "title": "sponsored_brands_v3_report_stream",
-                            "type": ["null", "object"],
-                        },
-                        "name": "sponsored_brands_v3_report_stream",
-                        "source_defined_cursor": True,
-                        "source_defined_primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                        "supported_sync_modes": ["full_refresh", "incremental"],
-                    },
-                    "sync_mode": "incremental",
-                },
-                {
-                    "cursor_field": ["reportDate"],
-                    "destination_sync_mode": "append_dedup",
-                    "fields": [
-                        {"name": "metric", "type": "OBJECT"},
-                        {"name": "recordId", "type": "STRING"},
-                        {"name": "profileId", "type": "INTEGER"},
-                        {"name": "recordType", "type": "STRING"},
-                        {"name": "reportDate", "type": "STRING"},
-                    ],
-                    "mappers": [],
-                    "primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                    "stream": {
-                        "default_cursor_field": ["reportDate"],
-                        "is_resumable": False,
-                        "json_schema": {
-                            "$schema": "http://json-schema.org/draft-07/schema#",
-                            "properties": {
-                                "metric": {...},
-                                "profileId": {...},
-                                "recordId": {...},
-                                "recordType": {...},
-                                "reportDate": {...},
-                            },
-                            "title": "sponsored_products_report_stream",
-                            "type": ["null", "object"],
-                        },
-                        "name": "sponsored_products_report_stream",
-                        "source_defined_cursor": True,
-                        "source_defined_primary_key": [["profileId"], ["recordType"], ["reportDate"], ["recordId"]],
-                        "supported_sync_modes": ["full_refresh", "incremental"],
-                    },
-                    "sync_mode": "incremental",
-                },
-            ]
-        },
-        state=[
-            {
-                "stream": {
-                    "stream_descriptor": {"name": "profiles", "namespace": None},
-                    "stream_state": {"__ab_no_cursor_state_message": True},
-                },
-                "type": "STREAM",
-            },
-            {
-                "stream": {
-                    "stream_descriptor": {"name": "sponsored_brands_v3_report_stream", "namespace": None},
-                    "stream_state": {
-                        "2575400145671382": {"reportDate": "2025-02-04"},
-                    },
-                },
-                "type": "STREAM",
-            },
-            {
-                "stream": {
-                    "stream_descriptor": {"name": "sponsored_products_report_stream", "namespace": None},
-                    "stream_state": {
-                        "2575400145671382": {"reportDate": "2025-02-04"},
-                    },
-                },
-                "type": "STREAM",
-            },
-            {
-                "stream": {
-                    "stream_descriptor": {"name": "sponsored_display_report_stream", "namespace": None},
-                    "stream_state": {
-                        "2575400145671382": {"reportDate": "2025-02-04"},
-                    },
-                },
-                "type": "STREAM",
-            },
-        ],
-        workspace_id=UUID("90336fed-1595-492e-a938-eaf4b058fb25"),
-        destination_docker_image=None,
-        destination_id=UUID("97dfd7b1-8908-4f76-af4f-38351fb11fd3"),
-        source_config={"key": "value"},
-        source_docker_image="airbyte/source-amazon-ads:6.2.7",
-        source_id=UUID("93ad83fd-796a-4b5c-bc63-54b0266d28dd"),
-        last_attempt_duration_in_microseconds=44902474342,
-        streams_with_data=[
-            "sponsored_products_report_stream",
-            "profiles",
-            "sponsored_display_report_stream",
-            "sponsored_brands_v3_report_stream",
-        ],
-    ),
-]
-
-
-def test_get_connection_objects_from_retrieved_objects():
-    with (
-        patch(
-            "live_tests.commons.connection_objects_retrieval.retrieve_testing_candidates",
-            return_value=mocking_return_of_retrieve_testing_candidates,
-        ),
-        patch("live_tests.commons.connection_objects_retrieval.retrieve_objects", return_value=mocking_return_of_retrieve_objects),
-    ):
-        requested_objects = {
-            ConnectionObject.DESTINATION_ID,
-            ConnectionObject.SOURCE_ID,
-            ConnectionObject.CONFIGURED_CATALOG,
-            ConnectionObject.STATE,
-            ConnectionObject.CATALOG,
-            ConnectionObject.SOURCE_CONFIG,
-            ConnectionObject.WORKSPACE_ID,
-            ConnectionObject.SOURCE_DOCKER_IMAGE,
-        }
-
-        retrieval_reason = "Running live tests on connection for connector airbyte/source-amazon-ads on target versions (dev)."
-        selected_streams = {"sponsored_brands_v3_report_stream"}
-        connection_objects = _get_connection_objects_from_retrieved_objects(
-            requested_objects=requested_objects,
-            retrieval_reason=retrieval_reason,
-            source_docker_repository="airbyte/source-amazon-ads",
-            source_docker_image_tag="6.2.7",
-            selected_streams=selected_streams,
-            connection_id=None,
-            custom_config=None,
-            custom_configured_catalog=None,
-            custom_state=None,
-            connection_subset=ConnectionSubset.ALL,
-            max_connections=None,
-        )
-        # it is expected to get 1 connection only from _find_best_candidates_subset, because selected stream is presented in catalog and has data
-        assert len(connection_objects) == 1
-        connection_objects_to_check = connection_objects[0]
-        assert len(connection_objects_to_check.configured_catalog.streams) == len(
-            selected_streams
-        ), f"Number of streams in catatalog should match number of selected streams: {len(selected_streams)}"
-        assert connection_objects_to_check.configured_catalog.streams[0].stream.name == "sponsored_brands_v3_report_stream"
diff --git a/airbyte-ci/connectors/live-tests/tests/test_json_schema_helper.py b/airbyte-ci/connectors/live-tests/tests/test_json_schema_helper.py
deleted file mode 100644
index 6b73fbfa3ceb..000000000000
--- a/airbyte-ci/connectors/live-tests/tests/test_json_schema_helper.py
+++ /dev/null
@@ -1,480 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from enum import Enum
-from typing import Any, Iterable, List, Mapping, Text, Tuple, Union
-
-import pendulum
-import pytest
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStream,
-    ConfiguredAirbyteStream,
-    DestinationSyncMode,
-    SyncMode,
-    Type,
-)
-from pydantic import BaseModel
-
-from live_tests.commons.json_schema_helper import (
-    ComparableType,
-    JsonSchemaHelper,
-    conforms_to_schema,
-    get_expected_schema_structure,
-    get_object_structure,
-)
-
-
-def records_with_state(records, state, stream_mapping, state_cursor_paths) -> Iterable[Tuple[Any, Any, Any]]:
-    """Iterate over records and return cursor value with corresponding cursor value from state"""
-
-    for record in records:
-        stream_name = record.record.stream
-        stream = stream_mapping[stream_name]
-        helper = JsonSchemaHelper(schema=stream.stream.json_schema)
-        cursor_field = helper.field(stream.cursor_field)
-        record_value = cursor_field.parse(record=record.record.data)
-        try:
-            if state[stream_name] is None:
-                continue
-
-            # first attempt to parse the state value assuming the state object is namespaced on stream names
-            state_value = cursor_field.parse(record=state[stream_name], path=state_cursor_paths[stream_name])
-        except KeyError:
-            try:
-                # try second time as an absolute path in state file (i.e. bookmarks -> stream_name -> column -> value)
-                state_value = cursor_field.parse(record=state, path=state_cursor_paths[stream_name])
-            except KeyError:
-                continue
-        yield record_value, state_value, stream_name
-
-
-@pytest.fixture(name="simple_state")
-def simple_state_fixture():
-    return {
-        "my_stream": {
-            "id": 11,
-            "ts_created": "2014-01-01T22:03:11",
-            "ts_updated": "2015-01-01T22:03:11",
-        }
-    }
-
-
-@pytest.fixture(name="none_state")
-def none_state_fixture():
-    return {"my_stream": None}
-
-
-@pytest.fixture(name="nested_state")
-def nested_state_fixture(simple_state):
-    return {"my_stream": {"some_account_id": simple_state["my_stream"]}}
-
-
-@pytest.fixture(name="singer_state")
-def singer_state_fixture(simple_state):
-    return {"bookmarks": simple_state}
-
-
-@pytest.fixture(name="stream_schema")
-def stream_schema_fixture():
-    return {
-        "$schema": "http://json-schema.org/draft-07/schema#",
-        "type": "object",
-        "properties": {
-            "id": {"type": "integer"},
-            "ts_created": {"type": "string", "format": "datetime"},
-            "nested": {"type": "object", "properties": {"ts_updated": {"type": "string", "format": "date"}}},
-        },
-    }
-
-
-@pytest.fixture(name="stream_mapping")
-def stream_mapping_fixture(stream_schema):
-    return {
-        "my_stream": ConfiguredAirbyteStream(
-            stream=AirbyteStream(name="my_stream", json_schema=stream_schema, supported_sync_modes=[SyncMode.full_refresh]),
-            sync_mode=SyncMode.full_refresh,
-            destination_sync_mode=DestinationSyncMode.append,
-        )
-    }
-
-
-@pytest.fixture(name="records")
-def records_fixture():
-    return [
-        AirbyteMessage(
-            type=Type.RECORD,
-            record=AirbyteRecordMessage(
-                stream="my_stream",
-                data={"id": 1, "ts_created": "2015-11-01T22:03:11", "nested": {"ts_updated": "2015-05-01"}},
-                emitted_at=0,
-            ),
-        )
-    ]
-
-
-def test_simple_path(records, stream_mapping, simple_state):
-    stream_mapping["my_stream"].cursor_field = ["id"]
-    paths = {"my_stream": ["id"]}
-
-    result = records_with_state(records=records, state=simple_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    record_value, state_value, stream_name = next(result)
-
-    assert record_value == 1, "record value must be correctly found"
-    assert state_value == 11, "state value must be correctly found"
-
-
-def test_nested_path(records, stream_mapping, nested_state):
-    stream_mapping["my_stream"].cursor_field = ["nested", "ts_updated"]
-    paths = {"my_stream": ["some_account_id", "ts_updated"]}
-
-    result = records_with_state(records=records, state=nested_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    record_value, state_value, stream_name = next(result)
-
-    assert record_value == pendulum.datetime(2015, 5, 1), "record value must be correctly found"
-    assert state_value == pendulum.datetime(2015, 1, 1, 22, 3, 11), "state value must be correctly found"
-
-
-def test_absolute_path(records, stream_mapping, singer_state):
-    stream_mapping["my_stream"].cursor_field = ["ts_created"]
-    paths = {"my_stream": ["bookmarks", "my_stream", "ts_created"]}
-
-    result = records_with_state(records=records, state=singer_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    record_value, state_value, stream_name = next(result)
-
-    assert record_value == pendulum.datetime(2015, 11, 1, 22, 3, 11), "record value must be correctly found"
-    assert state_value == pendulum.datetime(2014, 1, 1, 22, 3, 11), "state value must be correctly found"
-
-
-def test_none_state(records, stream_mapping, none_state):
-    stream_mapping["my_stream"].cursor_field = ["ts_created"]
-    paths = {"my_stream": ["unknown", "ts_created"]}
-
-    result = records_with_state(records=records, state=none_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    assert next(result, None) is None
-
-
-def test_json_schema_helper_pydantic_generated():
-    class E(str, Enum):
-        A = "dda"
-        B = "dds"
-        C = "ddf"
-
-    class E2(BaseModel):
-        e2: str
-
-    class C(BaseModel):
-        aaa: int
-        e: Union[E, E2]
-
-    class A(BaseModel):
-        sdf: str
-        sss: str
-        c: C
-
-    class B(BaseModel):
-        name: str
-        surname: str
-
-    class Root(BaseModel):
-        f: Union[A, B]
-
-    js_helper = JsonSchemaHelper(Root.schema())
-    variant_paths = js_helper.find_nodes(keys=["anyOf", "oneOf"])
-    assert len(variant_paths) == 2
-    assert variant_paths == [["properties", "f", "anyOf"], ["definitions", "C", "properties", "e", "anyOf"]]
-    # TODO: implement validation for pydantic generated objects as well
-    # js_helper.validate_variant_paths(variant_paths)
-
-
-@pytest.mark.parametrize(
-    "object, paths",
-    [
-        ({}, []),
-        ({"a": 12}, ["/a"]),
-        ({"a": {"b": 12}}, ["/a", "/a/b"]),
-        ({"a": {"b": 12}, "c": 45}, ["/a", "/a/b", "/c"]),
-        (
-            {"a": [{"b": 12}]},
-            ["/a", "/a/[]", "/a/[]/b"],
-        ),
-        ({"a": [{"b": 12}, {"b": 15}]}, ["/a", "/a/[]", "/a/[]/b"]),
-        ({"a": [[[{"b": 12}, {"b": 15}]]]}, ["/a", "/a/[]", "/a/[]/[]", "/a/[]/[]/[]", "/a/[]/[]/[]/b"]),
-    ],
-)
-def test_get_object_strucutre(object, paths):
-    assert get_object_structure(object) == paths
-
-
-@pytest.mark.parametrize(
-    "schema, paths",
-    [
-        ({"type": "object", "properties": {"a": {"type": "string"}}}, ["/a"]),
-        ({"properties": {"a": {"type": "string"}}}, ["/a"]),
-        ({"type": "object", "properties": {"a": {"type": "string"}, "b": {"type": "number"}}}, ["/a", "/b"]),
-        (
-            {
-                "type": "object",
-                "properties": {"a": {"type": "string"}, "b": {"$ref": "#definitions/b_type"}},
-                "definitions": {"b_type": {"type": "number"}},
-            },
-            ["/a", "/b"],
-        ),
-        ({"type": "object", "oneOf": [{"properties": {"a": {"type": "string"}}}, {"properties": {"b": {"type": "string"}}}]}, ["/a", "/b"]),
-        # Some of pydantic generatec schemas have anyOf keyword
-        ({"type": "object", "anyOf": [{"properties": {"a": {"type": "string"}}}, {"properties": {"b": {"type": "string"}}}]}, ["/a", "/b"]),
-        (
-            {"type": "array", "items": {"oneOf": [{"properties": {"a": {"type": "string"}}}, {"properties": {"b": {"type": "string"}}}]}},
-            ["/[]/a", "/[]/b"],
-        ),
-        # There could be an object with any properties with specific type
-        ({"type": "object", "properties": {"a": {"type": "object", "additionalProperties": {"type": "string"}}}}, ["/a"]),
-        # Array with no item type specified
-        ({"type": "array"}, ["/[]"]),
-        ({"type": "array", "items": {"type": "object", "additionalProperties": {"type": "string"}}}, ["/[]"]),
-    ],
-)
-def test_get_expected_schema_structure(schema, paths):
-    assert paths == get_expected_schema_structure(schema)
-
-
-@pytest.mark.parametrize(
-    "keys, num_paths, last_value",
-    [
-        (["description"], 1, "Tests that keys can be found inside lists of dicts"),
-        (["option1"], 2, {"a_key": "a_value"}),
-        (["option2"], 1, ["value1", "value2"]),
-        (["nonexistent_key"], 0, None),
-        (["option1", "option2"], 3, ["value1", "value2"]),
-    ],
-)
-def test_find_and_get_nodes(keys: List[Text], num_paths: int, last_value: Any):
-    schema = {
-        "title": "Key_inside_oneOf",
-        "description": "Tests that keys can be found inside lists of dicts",
-        "type": "object",
-        "properties": {
-            "credentials": {
-                "type": "object",
-                "oneOf": [
-                    {
-                        "type": "object",
-                        "properties": {
-                            "common": {"type": "string", "const": "option1", "default": "option1"},
-                            "option1": {"type": "string"},
-                        },
-                    },
-                    {
-                        "type": "object",
-                        "properties": {
-                            "common": {"type": "string", "const": "option2", "default": "option2"},
-                            "option1": {"a_key": "a_value"},
-                            "option2": ["value1", "value2"],
-                        },
-                    },
-                ],
-            }
-        },
-    }
-    schema_helper = JsonSchemaHelper(schema)
-    variant_paths = schema_helper.find_nodes(keys=keys)
-    assert len(variant_paths) == num_paths
-
-    if variant_paths:
-        values_at_nodes = []
-        for path in variant_paths:
-            values_at_nodes.append(schema_helper.get_node(path))
-        assert last_value in values_at_nodes
-
-
-COMPLETE_CONFORMING_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-
-NONCONFORMING_EXTRA_COLUMN_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-    "column_x": "extra",
-}
-
-CONFORMING_WITH_MISSING_COLUMN_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-}
-
-CONFORMING_WITH_NARROWER_TYPE_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": True,
-    "number_field": True,
-    "string_field": True,
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-NONCONFORMING_WIDER_TYPE_RECORD = {
-    "null_field": "not None",
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-NONCONFORMING_NON_OBJECT_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": "not an object",
-}
-
-NONCONFORMING_NON_ARRAY_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": "not an array",
-    "object_field": {"col": "val"},
-}
-
-CONFORMING_MIXED_TYPE_NARROWER_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-NONCONFORMING_MIXED_TYPE_WIDER_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-CONFORMING_MIXED_TYPE_WITHIN_TYPE_RANGE_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "val1",
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-NONCONFORMING_INVALID_ARRAY_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": ["this should not be an array"],
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-NONCONFORMING_TOO_WIDE_ARRAY_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "okay",
-    "array_field": ["val1", "val2"],
-    "object_field": {"col": "val"},
-}
-
-
-CONFORMING_NARROWER_ARRAY_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": "okay",
-    "array_field": [1, 2],
-    "object_field": {"col": "val"},
-}
-
-
-NONCONFORMING_INVALID_OBJECT_RECORD = {
-    "null_field": None,
-    "boolean_field": True,
-    "integer_field": 1,
-    "number_field": 1.5,
-    "string_field": {"this": "should not be an object"},
-    "array_field": [1.1, 2.2],
-    "object_field": {"col": "val"},
-}
-
-
-SCHEMA = {
-    "type": "object",
-    "properties": {
-        "null_field": {"type": "null"},
-        "boolean_field": {"type": "boolean"},
-        "integer_field": {"type": "integer"},
-        "number_field": {"type": "number"},
-        "string_field": {"type": "string"},
-        "array_field": {
-            "type": "array",
-            "items": {
-                "type": "number",
-            },
-        },
-        "object_field": {"type": "object"},
-    },
-}
-
-
-@pytest.mark.parametrize(
-    "record,schema,expected_result",
-    [
-        pytest.param(COMPLETE_CONFORMING_RECORD, SCHEMA, True, id="record-conforms"),
-        pytest.param(NONCONFORMING_EXTRA_COLUMN_RECORD, SCHEMA, False, id="nonconforming-extra-column"),
-        pytest.param(CONFORMING_WITH_MISSING_COLUMN_RECORD, SCHEMA, True, id="record-conforms-with-missing-column"),
-        pytest.param(CONFORMING_WITH_NARROWER_TYPE_RECORD, SCHEMA, True, id="record-conforms-with-narrower-type"),
-        pytest.param(NONCONFORMING_WIDER_TYPE_RECORD, SCHEMA, False, id="nonconforming-wider-type"),
-        pytest.param(NONCONFORMING_NON_OBJECT_RECORD, SCHEMA, False, id="nonconforming-string-is-not-an-object"),
-        pytest.param(NONCONFORMING_NON_ARRAY_RECORD, SCHEMA, False, id="nonconforming-string-is-not-an-array"),
-        pytest.param(NONCONFORMING_TOO_WIDE_ARRAY_RECORD, SCHEMA, False, id="nonconforming-array-values-too-wide"),
-        pytest.param(CONFORMING_NARROWER_ARRAY_RECORD, SCHEMA, True, id="conforming-array-values-narrower-than-schema"),
-        pytest.param(NONCONFORMING_INVALID_ARRAY_RECORD, SCHEMA, False, id="nonconforming-array-is-not-a-string"),
-        pytest.param(NONCONFORMING_INVALID_OBJECT_RECORD, SCHEMA, False, id="nonconforming-object-is-not-a-string"),
-    ],
-)
-def test_conforms_to_schema(record: Mapping[str, Any], schema: Mapping[str, Any], expected_result: bool) -> None:
-    assert conforms_to_schema(record, schema) == expected_result
-
-
-def test_comparable_types() -> None:
-    assert ComparableType.OBJECT > ComparableType.STRING
-    assert ComparableType.STRING > ComparableType.NUMBER
-    assert ComparableType.NUMBER > ComparableType.INTEGER
-    assert ComparableType.INTEGER > ComparableType.BOOLEAN
-    assert ComparableType["OBJECT"] == ComparableType.OBJECT
diff --git a/airbyte-ci/connectors/metadata_service/README.md b/airbyte-ci/connectors/metadata_service/README.md
deleted file mode 100644
index 5a0c36548ddf..000000000000
--- a/airbyte-ci/connectors/metadata_service/README.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# Metadata Service
-
-Airbyte Metadata Service manages the Airbyte Connector Registry.
-
-This system is responsible for the following:
-
-- Validating Connector metadata
-- Storing Connector metadata in GCS
-- Serving Connector metadata to various consumers
-- Aggregating Connector metadata to provide a unified view of all connectors
-- Triggering actions based on changes to Connector metadata
-
-## Subsystems
-
-- [Metadata Lib](./lib) responsible for preparing and validating connector metadata.
diff --git a/airbyte-ci/connectors/metadata_service/docs/external_documentation_urls.md b/airbyte-ci/connectors/metadata_service/docs/external_documentation_urls.md
deleted file mode 100644
index e67d19bb8804..000000000000
--- a/airbyte-ci/connectors/metadata_service/docs/external_documentation_urls.md
+++ /dev/null
@@ -1,554 +0,0 @@
-# External Documentation URLs Guide
-
-## Overview
-
-This guide explains how to identify, scrape, and maintain `externalDocumentationUrls` in connector `metadata.yaml` files. These URLs point to official vendor documentation that helps users understand API changes, authentication requirements, rate limits, and other critical information.
-
-### Purpose
-
-External documentation URLs serve several key purposes:
-- Surface vendor changelogs and release notes for tracking breaking changes
-- Provide quick access to authentication and permissions documentation
-- Link to rate limits and quota information
-- Direct users to official API references and data model documentation
-- Connect users with vendor status pages and developer communities
-
-### Schema Location
-
-The schema is defined in `airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetadataDefinitionV0.yaml`.
-
-The `externalDocumentationUrls` field is an optional array where each entry contains:
-- `title` (required): Display title for the documentation link
-- `url` (required): URL to the external documentation
-- `type` (optional): Category of documentation (see taxonomy below)
-- `requiresLogin` (optional, default: false): Whether the URL requires authentication to access
-
-## Documentation Type Taxonomy
-
-### api_release_history
-**Description:** Changelogs, release notes, API version history, and out-of-cycle changes.
-
-**Typical URL patterns:**
-- `*/changelog*`
-- `*/release-notes*`
-- `*/api/versions*`
-- `*/whats-new*`
-
-**Examples:**
-- Airtable: `https://airtable.com/developers/web/api/changelog`
-- Google Ads: `https://developers.google.com/google-ads/api/docs/release-notes`
-- Salesforce: `https://help.salesforce.com/s/articleView?id=release-notes.salesforce_release_notes.htm`
-- Facebook Marketing: `https://developers.facebook.com/docs/marketing-api/marketing-api-changelog`
-
-### api_reference
-**Description:** API documentation, versioning docs, technical references, and API specifications.
-
-**Typical URL patterns:**
-- `*/api/reference*`
-- `*/api/docs*`
-- `*/developers/api*`
-- `*/api-reference*`
-
-**Examples:**
-- GitLab: `https://docs.gitlab.com/ee/api/rest/`
-- Chargebee: `https://apidocs.chargebee.com/docs/api/versioning`
-- Azure Blob Storage: `https://learn.microsoft.com/en-us/rest/api/storageservices/`
-- Pinecone: `https://docs.pinecone.io/reference/api/introduction`
-
-### api_deprecations
-**Description:** Deprecation notices, future breaking changes, and migration timelines.
-
-**Typical URL patterns:**
-- `*/deprecations*`
-- `*/breaking-changes*`
-- `*/sunset*`
-- `*/migration*`
-
-**Examples:**
-- GitLab: `https://docs.gitlab.com/ee/api/rest/deprecations.html`
-- Facebook Marketing: `https://developers.facebook.com/docs/marketing-api/out-of-cycle-changes/`
-- Stripe: `https://stripe.com/docs/upgrades#api-versions`
-
-### authentication_guide
-**Description:** Official OAuth/API key setup, consent flows, and authentication methods.
-
-**Typical URL patterns:**
-- `*/oauth*`
-- `*/authentication*`
-- `*/auth*`
-- `*/api-keys*`
-- `*/credentials*`
-
-**Examples:**
-- Airtable: `https://airtable.com/developers/web/api/oauth-reference`
-- Google Cloud: `https://cloud.google.com/iam/docs/service-accounts`
-- Salesforce: `https://help.salesforce.com/s/articleView?id=sf.connected_app_create.htm`
-- Snowflake: `https://docs.snowflake.com/en/user-guide/key-pair-auth`
-
-### permissions_scopes
-**Description:** Required roles, permissions, OAuth scopes, or database GRANTs.
-
-**Typical URL patterns:**
-- `*/permissions*`
-- `*/scopes*`
-- `*/roles*`
-- `*/access-control*`
-- `*/grants*`
-
-**Examples:**
-- BigQuery: `https://cloud.google.com/bigquery/docs/access-control`
-- Salesforce: `https://help.salesforce.com/s/articleView?id=sf.connected_app_create_api_integration.htm`
-- Google Ads: `https://developers.google.com/google-ads/api/docs/oauth/overview`
-- Postgres: `https://www.postgresql.org/docs/current/sql-grant.html`
-
-### rate_limits
-**Description:** Rate limits, quotas, throttling behavior, and concurrency limits.
-
-**Typical URL patterns:**
-- `*/rate-limits*`
-- `*/quotas*`
-- `*/limits*`
-- `*/throttling*`
-
-**Examples:**
-- BigQuery: `https://cloud.google.com/bigquery/quotas`
-- GitHub: `https://docs.github.com/en/rest/overview/resources-in-the-rest-api#rate-limiting`
-- Salesforce: `https://developer.salesforce.com/docs/atlas.en-us.salesforce_app_limits_cheatsheet.meta/salesforce_app_limits_cheatsheet/`
-- Stripe: `https://stripe.com/docs/rate-limits`
-
-### status_page
-**Description:** Vendor status/uptime pages for incident tracking.
-
-**Typical URL patterns:**
-- `status.*`
-- `*/status*`
-- `*/system-status*`
-
-**Examples:**
-- Snowflake: `https://status.snowflake.com/`
-- Google Cloud: `https://status.cloud.google.com/`
-- Salesforce: `https://status.salesforce.com/`
-- GitHub: `https://www.githubstatus.com/`
-
-### data_model_reference
-**Description:** Object/field/endpoint reference for SaaS APIs (what tables/fields exist).
-
-**Typical URL patterns:**
-- `*/object-reference*`
-- `*/data-model*`
-- `*/schema*`
-- `*/objects*`
-
-**Examples:**
-- Salesforce: `https://developer.salesforce.com/docs/atlas.en-us.object_reference.meta/object_reference/`
-- HubSpot: `https://developers.hubspot.com/docs/api/crm/understanding-the-crm`
-- GitHub: `https://docs.github.com/en/rest/overview/resources-in-the-rest-api`
-
-### sql_reference
-**Description:** SQL dialect/reference docs for databases and warehouses.
-
-**Typical URL patterns:**
-- `*/sql-reference*`
-- `*/sql/reference*`
-- `*/language-reference*`
-
-**Examples:**
-- BigQuery: `https://cloud.google.com/bigquery/docs/reference/standard-sql`
-- Snowflake: `https://docs.snowflake.com/en/sql-reference`
-- Postgres: `https://www.postgresql.org/docs/current/sql.html`
-- Redshift: `https://docs.aws.amazon.com/redshift/latest/dg/c_SQL_reference.html`
-
-### migration_guide
-**Description:** Vendor migration/breaking-change guides between versions.
-
-**Typical URL patterns:**
-- `*/migration*`
-- `*/upgrade*`
-- `*/version-migration*`
-
-**Examples:**
-- Stripe: `https://stripe.com/docs/upgrades`
-- Elasticsearch: `https://www.elastic.co/guide/en/elasticsearch/reference/current/breaking-changes.html`
-
-### developer_community
-**Description:** Official forums/communities for vendor Q&A and technical discussions.
-
-**Typical URL patterns:**
-- `community.*`
-- `*/community*`
-- `*/forum*`
-- `*/discussions*`
-
-**Examples:**
-- Airtable: `https://community.airtable.com/development-apis-11`
-- Salesforce: `https://developer.salesforce.com/forums`
-- Snowflake: `https://community.snowflake.com/`
-
-### other
-**Description:** Catch-all for documentation that doesn't fit other categories. Use sparingly.
-
-**Note:** Since `type` is optional, prefer omitting the type field rather than using "other" when a link doesn't fit neatly into a category.
-
-## How to Find Documentation URLs
-
-### Preferred Sources (in order of priority)
-1. **Official vendor documentation** (e.g., `docs.vendor.com`, `developers.vendor.com`)
-2. **Official vendor blogs** (e.g., `blog.vendor.com`, `developers.vendor.com/blog`)
-3. **Official community forums** (e.g., `community.vendor.com`)
-
-### Search Query Templates
-
-Use these search patterns to find appropriate documentation:
-
-```
-# Release notes / changelogs
-site:<vendor-domain> "release notes"
-site:<vendor-domain> "changelog"
-site:<vendor-domain> "API changelog"
-
-# API reference
-site:<vendor-domain> "API reference"
-site:<vendor-domain> "API documentation"
-
-# Authentication
-site:<vendor-domain> "OAuth"
-site:<vendor-domain> "authentication"
-site:<vendor-domain> "API key"
-
-# Permissions
-site:<vendor-domain> "permissions"
-site:<vendor-domain> "scopes"
-site:<vendor-domain> "access control"
-
-# Rate limits
-site:<vendor-domain> "rate limits"
-site:<vendor-domain> "quotas"
-site:<vendor-domain> "API limits"
-
-# Status page
-site:status.<vendor-domain>
-"<vendor>" status page
-
-# SQL reference (for databases/warehouses)
-site:<vendor-domain> "SQL reference"
-site:<vendor-domain> "language reference"
-```
-
-### URL Selection Heuristics
-
-1. **Prefer canonical, version-agnostic URLs** that are updated over time rather than version-specific pages
-   - ✅ Good: `https://docs.vendor.com/api/changelog`
-   - ❌ Avoid: `https://docs.vendor.com/v2.3/api/changelog`
-
-2. **Avoid locale-specific paths** when generic URLs exist
-   - ✅ Good: `https://docs.vendor.com/api/reference`
-   - ❌ Avoid: `https://docs.vendor.com/en-us/api/reference`
-
-3. **Prefer stable root pages** over deep-linked anchors that may change
-   - ✅ Good: `https://docs.vendor.com/rate-limits`
-   - ⚠️ Use with caution: `https://docs.vendor.com/api#rate-limits-section`
-
-4. **Always use official vendor domains** - never third-party mirrors or documentation aggregators
-
-5. **Set `requiresLogin: true`** when the URL requires authentication to access
-
-## Connector Family-Specific Guidance
-
-### Data Warehouses (BigQuery, Snowflake, Redshift, Databricks)
-
-**Priority types to include:**
-- `sql_reference` (required) - SQL dialect documentation
-- `authentication_guide` - Service account, key pair, or IAM auth
-- `permissions_scopes` - Required roles and grants
-- `api_release_history` - Release notes for API/driver changes
-- `status_page` - Service status monitoring
-- `rate_limits` - Query limits, concurrency limits (if applicable)
-
-**Example (BigQuery):**
-```yaml
-externalDocumentationUrls:
-  - title: Release notes
-    url: https://cloud.google.com/bigquery/docs/release-notes
-    type: api_release_history
-  - title: Standard SQL reference
-    url: https://cloud.google.com/bigquery/docs/reference/standard-sql
-    type: sql_reference
-  - title: Service account authentication
-    url: https://cloud.google.com/iam/docs/service-accounts
-    type: authentication_guide
-  - title: Access control and permissions
-    url: https://cloud.google.com/bigquery/docs/access-control
-    type: permissions_scopes
-  - title: Quotas and limits
-    url: https://cloud.google.com/bigquery/quotas
-    type: rate_limits
-  - title: Google Cloud Status
-    url: https://status.cloud.google.com/
-    type: status_page
-```
-
-### Databases (Postgres, MySQL, MSSQL, MongoDB)
-
-**Priority types to include:**
-- `sql_reference` (for SQL databases) - SQL dialect documentation
-- `authentication_guide` - Connection and authentication methods
-- `permissions_scopes` - User permissions and grants
-- `api_release_history` - Version release notes (if applicable)
-
-**Example (Postgres):**
-```yaml
-externalDocumentationUrls:
-  - title: PostgreSQL documentation
-    url: https://www.postgresql.org/docs/current/
-    type: api_reference
-  - title: SQL reference
-    url: https://www.postgresql.org/docs/current/sql.html
-    type: sql_reference
-  - title: Authentication methods
-    url: https://www.postgresql.org/docs/current/auth-methods.html
-    type: authentication_guide
-  - title: GRANT permissions
-    url: https://www.postgresql.org/docs/current/sql-grant.html
-    type: permissions_scopes
-```
-
-### SaaS APIs (Salesforce, HubSpot, GitHub, Stripe)
-
-**Priority types to include:**
-- `api_release_history` (required) - Changelogs and release notes
-- `api_reference` - API documentation
-- `api_deprecations` - Deprecation schedules (if available)
-- `authentication_guide` - OAuth or API key setup
-- `permissions_scopes` - Required scopes or permissions
-- `rate_limits` - API rate limits
-- `data_model_reference` - Object/field reference
-- `developer_community` - Developer forums
-- `status_page` - Service status
-
-**Example (Salesforce):**
-```yaml
-externalDocumentationUrls:
-  - title: API release notes
-    url: https://help.salesforce.com/s/articleView?id=release-notes.salesforce_release_notes.htm
-    type: api_release_history
-  - title: REST API reference
-    url: https://developer.salesforce.com/docs/atlas.en-us.api_rest.meta/api_rest/
-    type: api_reference
-  - title: Connected app OAuth
-    url: https://help.salesforce.com/s/articleView?id=sf.connected_app_create.htm
-    type: authentication_guide
-  - title: OAuth scopes
-    url: https://help.salesforce.com/s/articleView?id=sf.remoteaccess_oauth_tokens_scopes.htm
-    type: permissions_scopes
-  - title: API rate limits
-    url: https://developer.salesforce.com/docs/atlas.en-us.salesforce_app_limits_cheatsheet.meta/salesforce_app_limits_cheatsheet/
-    type: rate_limits
-  - title: Object reference
-    url: https://developer.salesforce.com/docs/atlas.en-us.object_reference.meta/object_reference/
-    type: data_model_reference
-  - title: Salesforce Status
-    url: https://status.salesforce.com/
-    type: status_page
-```
-
-### Vector Stores (Pinecone, Weaviate, Qdrant, Chroma)
-
-**Priority types to include:**
-- `api_reference` (required) - API documentation
-- `rate_limits` - Request limits and quotas
-- `authentication_guide` - API key or authentication setup
-- `api_release_history` - Release notes (if available)
-- `status_page` - Service status (if available)
-- `migration_guide` - Version migration guides (if versions differ significantly)
-
-**Example (Pinecone):**
-```yaml
-externalDocumentationUrls:
-  - title: API reference
-    url: https://docs.pinecone.io/reference/api/introduction
-    type: api_reference
-  - title: Authentication
-    url: https://docs.pinecone.io/guides/get-started/authentication
-    type: authentication_guide
-  - title: Rate limits
-    url: https://docs.pinecone.io/troubleshooting/rate-limits
-    type: rate_limits
-  - title: Release notes
-    url: https://docs.pinecone.io/release-notes
-    type: api_release_history
-```
-
-## Maintenance Guidelines
-
-### Link Stability Checks
-
-Periodically validate that external documentation URLs are still accessible:
-
-1. **HTTP status validation** - Check that URLs return 200 or 3xx status codes
-2. **Flag 4xx/5xx errors** - Document broken links for replacement
-3. **Set `requiresLogin: true`** when appropriate to avoid false positives
-
-**Simple validation script:**
-```bash
-# Check a single URL
-curl -I -L -s -o /dev/null -w "%{http_code}" "https://docs.vendor.com/api/changelog"
-
-# Expected: 200, 301, 302
-# Action needed: 404, 403, 500
-```
-
-### Update Cadence
-
-- **Quarterly sweep** - Review all external documentation URLs for broken links
-- **On vendor announcements** - Update when vendors announce major documentation restructuring
-- **On deprecation notices** - Add `api_deprecations` links when vendors announce breaking changes
-
-### Replacement Rules
-
-When updating broken or outdated links:
-
-1. **Prefer same domain** - Look for the new location on the same vendor domain
-2. **Check vendor consolidation** - Vendors may consolidate multiple doc sites into one
-3. **Update to canonical** - If vendor provides a redirect, update to the final destination
-4. **Document in PR** - Note why the link was changed in the PR description
-
-### PR Review Practices
-
-When reviewing PRs that add or modify external documentation URLs:
-
-1. **Spot-check 2-3 links** per connector to verify they're accessible and relevant
-2. **Verify type categorization** - Ensure the `type` field matches the content
-3. **Check for duplicates** - Avoid adding the same URL twice with different titles
-4. **Validate requiresLogin** - Confirm whether authentication is actually required
-
-## YAML Template
-
-Here's a canonical example showing multiple types:
-
-```yaml
-externalDocumentationUrls:
-  - title: Release notes
-    url: https://cloud.google.com/bigquery/docs/release-notes
-    type: api_release_history
-  - title: Standard SQL reference
-    url: https://cloud.google.com/bigquery/docs/reference/standard-sql
-    type: sql_reference
-  - title: Service account authentication
-    url: https://cloud.google.com/iam/docs/service-accounts
-    type: authentication_guide
-  - title: Access control and permissions
-    url: https://cloud.google.com/bigquery/docs/access-control
-    type: permissions_scopes
-  - title: Quotas and limits
-    url: https://cloud.google.com/bigquery/quotas
-    type: rate_limits
-  - title: Google Cloud Status
-    url: https://status.cloud.google.com/
-    type: status_page
-    requiresLogin: false
-```
-
-## Validation Checklist
-
-Before submitting a PR with external documentation URLs:
-
-- [ ] Schema validation passes (run `poetry run metadata_service validate <metadata.yaml> <doc.md>`)
-- [ ] All URLs return HTTP 200 or 3xx status codes
-- [ ] No paywalls or login requirements (unless `requiresLogin: true` is set)
-- [ ] URLs are canonical and version-agnostic when possible
-- [ ] Type categorization is accurate
-- [ ] No duplicate URLs with different titles
-- [ ] Official vendor domains only (no third-party mirrors)
-- [ ] Titles are descriptive and consistent with vendor terminology
-
-## Common Pitfalls to Avoid
-
-1. **Don't over-categorize** - If a link doesn't fit neatly, omit the `type` field rather than forcing it
-2. **Avoid version-specific URLs** - Prefer evergreen URLs that are updated over time
-3. **Don't link to third-party docs** - Always use official vendor documentation
-4. **Watch for locale redirects** - Some URLs may redirect based on browser locale
-5. **Don't assume status pages exist** - Not all vendors have public status pages
-6. **Avoid deep anchors** - Deep-linked sections may change; prefer stable root pages
-7. **Don't duplicate content** - If a single page covers multiple topics, link it once with the most specific type
-
-## Examples by Connector Type
-
-### Example: Snowflake (Data Warehouse)
-```yaml
-externalDocumentationUrls:
-  - title: Release notes
-    url: https://docs.snowflake.com/en/release-notes
-    type: api_release_history
-  - title: SQL reference
-    url: https://docs.snowflake.com/en/sql-reference
-    type: sql_reference
-  - title: Key pair authentication
-    url: https://docs.snowflake.com/en/user-guide/key-pair-auth
-    type: authentication_guide
-  - title: Access control
-    url: https://docs.snowflake.com/en/user-guide/security-access-control
-    type: permissions_scopes
-  - title: Snowflake Status
-    url: https://status.snowflake.com/
-    type: status_page
-```
-
-### Example: Stripe (SaaS API)
-```yaml
-externalDocumentationUrls:
-  - title: API changelog
-    url: https://stripe.com/docs/upgrades#api-changelog
-    type: api_release_history
-  - title: API reference
-    url: https://stripe.com/docs/api
-    type: api_reference
-  - title: API versioning and upgrades
-    url: https://stripe.com/docs/upgrades
-    type: migration_guide
-  - title: Authentication
-    url: https://stripe.com/docs/keys
-    type: authentication_guide
-  - title: Rate limits
-    url: https://stripe.com/docs/rate-limits
-    type: rate_limits
-  - title: Stripe Status
-    url: https://status.stripe.com/
-    type: status_page
-```
-
-### Example: Postgres (Database)
-```yaml
-externalDocumentationUrls:
-  - title: PostgreSQL documentation
-    url: https://www.postgresql.org/docs/current/
-    type: api_reference
-  - title: SQL commands
-    url: https://www.postgresql.org/docs/current/sql-commands.html
-    type: sql_reference
-  - title: Client authentication
-    url: https://www.postgresql.org/docs/current/client-authentication.html
-    type: authentication_guide
-  - title: Database roles and privileges
-    url: https://www.postgresql.org/docs/current/user-manag.html
-    type: permissions_scopes
-```
-
-## Regenerating Schema After Changes
-
-If you modify the schema enum in `ConnectorMetadataDefinitionV0.yaml`, regenerate the generated models:
-
-```bash
-cd airbyte-ci/connectors/metadata_service/lib
-poetry install
-poetry run poe generate-models
-```
-
-This will update:
-- `metadata_service/models/generated/ConnectorMetadataDefinitionV0.json`
-- `metadata_service/models/generated/ConnectorMetadataDefinitionV0.py`
-
-## Additional Resources
-
-- [Connector Metadata Schema](../lib/metadata_service/models/src/ConnectorMetadataDefinitionV0.yaml)
-- [Metadata Service README](../lib/README.md)
-- [Connector Development Guide](https://docs.airbyte.com/connector-development/)
diff --git a/airbyte-ci/connectors/metadata_service/lib/README.md b/airbyte-ci/connectors/metadata_service/lib/README.md
deleted file mode 100644
index 2ea1156757b1..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/README.md
+++ /dev/null
@@ -1,91 +0,0 @@
-# Connector Metadata Service Library
-
-This submodule is responsible for managing all the logic related to validating, uploading, and managing connector metadata.
-
-## Installation
-
-To use this submodule, it is recommended that you use Poetry to manage dependencies.
-
-```
-poetry install
-```
-
-### Node.js Requirement
-
-The model generation process also requires Node.js to bundle JSON schemas. Install Node.js:
-
-- On macOS: `brew install node`
-- On Ubuntu/Debian: `sudo apt-get install nodejs npm`
-- On other systems: https://nodejs.org/
-
-Node.js dependencies will be automatically installed when running `poetry run poe generate-models`.
-
-## Generating Models
-
-This submodule includes a tool for generating Python models from JSON Schema specifications. To generate the models, we use the library [datamodel-code-generator](https://github.com/koxudaxi/datamodel-code-generator). The generated models are stored in `models/generated`.
-
-To generate the models, run the following command:
-
-```bash
-poetry run poe generate-models
-
-```
-
-This will read the JSON Schema specifications in `models/src` and generate Python models in `models/generated`.
-
-## Running Tests
-
-```bash
-poetry run pytest
-```
-
-## Changelog
-
-### 0.24.1
-Update Python version requirement from 3.10 to 3.11.
-
-## Validating Metadata Files
-
-To be considered valid, a connector must have a metadata.yaml file which must conform to the [ConnectorMetadataDefinitionV0](./metadata_service/models/src/ConnectorMetadataDefinitionV0.yaml) schema, and a documentation file.
-
-The paths to both files must be passed to the validate command.
-
-```bash
-poetry run metadata_service validate tests/fixtures/metadata_validate/valid/metadata_simple.yaml tests/fixtures/doc.md
-```
-
-## Useful Commands
-
-### Replicate Production Data in your Development Bucket
-
-This will replicate all the production data to your development bucket. This is useful for testing the metadata service with real up to date data.
-
-_💡 Note: A prerequisite is you have [gsutil](https://cloud.google.com/storage/docs/gsutil) installed and have run `gsutil auth login`_
-
-_⚠️ Warning: Its important to know that this will remove ANY files you have in your destination buckets as it calls `gsutil rsync` with `-d` enabled._
-
-```bash
-TARGET_BUCKET=<YOUR-DEV_BUCKET> poetry run poe replicate-prod
-```
-
-### Copy specific connector version to your Development Bucket
-
-This will copy the specified connector version to your development bucket. This is useful for testing the metadata service with a specific version of a connector.
-
-_💡 Note: A prerequisite is you have [gsutil](https://cloud.google.com/storage/docs/gsutil) installed and have run `gsutil auth login`_
-
-```bash
-TARGET_BUCKET=<YOUR-DEV_BUCKET> CONNECTOR="airbyte/source-stripe" VERSION="3.17.0-preview.ea013c8" poetry run poe copy-connector-from-prod
-```
-
-### Promote Connector Version to Latest
-
-This will promote the specified connector version to the latest version in the registry. This is useful for creating a mocked registry in which a prerelease connector is treated as if it was already published.
-
-_💡 Note: A prerequisite is you have [gsutil](https://cloud.google.com/storage/docs/gsutil) installed and have run `gsutil auth login`_
-
-_⚠️ Warning: Its important to know that this will remove ANY existing files in the latest folder that are not in the versioned folder as it calls `gsutil rsync` with `-d` enabled._
-
-```bash
-TARGET_BUCKET=<YOUR-DEV_BUCKET> CONNECTOR="airbyte/source-stripe" VERSION="3.17.0-preview.ea013c8" poetry run poe promote-connector-to-latest
-```
diff --git a/airbyte-ci/connectors/metadata_service/lib/bin/bundle-schemas.js b/airbyte-ci/connectors/metadata_service/lib/bin/bundle-schemas.js
deleted file mode 100755
index 003d71e7a266..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/bin/bundle-schemas.js
+++ /dev/null
@@ -1,48 +0,0 @@
-#!/usr/bin/env node
-
-/**
- * Bundle JSON schemas using @apidevtools/json-schema-ref-parser
- * This script resolves all $ref references in the schema files and creates a single bundled schema.
- */
-
-const $RefParser = require('@apidevtools/json-schema-ref-parser');
-const fs = require('fs');
-const path = require('path');
-
-const YAML_DIR = 'metadata_service/models/src';
-const OUTPUT_DIR = 'metadata_service/models/generated';
-const ENTRY_SCHEMA = path.join(YAML_DIR, 'ConnectorMetadataDefinitionV0.yaml');
-const BUNDLE_OUTPUT = path.join(OUTPUT_DIR, 'ConnectorMetadataDefinitionV0.json');
-
-async function bundleSchemas() {
-  try {
-    console.log('📦 Bundling JSON schemas...');
-    console.log(`   Entry schema: ${ENTRY_SCHEMA}`);
-    console.log(`   Output: ${BUNDLE_OUTPUT}`);
-
-    if (!fs.existsSync(YAML_DIR)) {
-      console.error(`❌ Error: The yaml directory does not exist: ${YAML_DIR}`);
-      process.exit(1);
-    }
-
-    if (!fs.existsSync(OUTPUT_DIR)) {
-      fs.mkdirSync(OUTPUT_DIR, { recursive: true });
-    }
-
-    const schema = await $RefParser.bundle(ENTRY_SCHEMA, {
-      dereference: {
-        circular: 'ignore' // Handle circular references gracefully
-      }
-    });
-
-    fs.writeFileSync(BUNDLE_OUTPUT, JSON.stringify(schema, null, 2));
-
-    console.log('✅ Successfully bundled schema to', BUNDLE_OUTPUT);
-    console.log('   This bundled schema can be used for IDE validation and other tools.');
-  } catch (error) {
-    console.error('❌ Error bundling schemas:', error.message);
-    process.exit(1);
-  }
-}
-
-bundleSchemas();
diff --git a/airbyte-ci/connectors/metadata_service/lib/bin/generate-metadata-models.sh b/airbyte-ci/connectors/metadata_service/lib/bin/generate-metadata-models.sh
deleted file mode 100755
index 4f5790990b91..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/bin/generate-metadata-models.sh
+++ /dev/null
@@ -1,36 +0,0 @@
-#!/usr/bin/env bash
-
-set -e
-
-
-YAML_DIR=metadata_service/models/src
-OUTPUT_DIR=metadata_service/models/generated
-
-# Ensure the yaml directory exists
-if [ ! -d "$YAML_DIR" ]; then
-  echo "The yaml directory does not exist: $YAML_DIR"
-  exit 1
-fi
-
-
-rm -rf "$OUTPUT_DIR"/*.py
-mkdir -p "$OUTPUT_DIR"
-
-echo "# generated by generate-metadata-models" > "$OUTPUT_DIR"/__init__.py
-
-for f in "$YAML_DIR"/*.yaml; do
-  filename_wo_ext=$(basename "$f" | cut -d . -f 1)
-  echo "from .$filename_wo_ext import *" >> "$OUTPUT_DIR"/__init__.py
-
-  datamodel-codegen \
-    --input "$YAML_DIR/$filename_wo_ext.yaml" \
-    --output "$OUTPUT_DIR/$filename_wo_ext.py" \
-    --use-title-as-name \
-    --use-double-quotes \
-    --enum-field-as-literal all \
-    --disable-timestamp
-done
-
-echo ""
-echo "Generating bundled JSON schema..."
-node bin/bundle-schemas.js
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/commands.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/commands.py
deleted file mode 100644
index 203eb59746d7..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/commands.py
+++ /dev/null
@@ -1,252 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import logging
-import pathlib
-
-import click
-import sentry_sdk
-from pydantic import ValidationError
-
-from metadata_service.constants import METADATA_FILE_NAME, VALID_REGISTRIES
-from metadata_service.gcs_upload import (
-    MetadataDeleteInfo,
-    MetadataUploadInfo,
-    delete_release_candidate_from_gcs,
-    promote_release_candidate_in_gcs,
-    upload_metadata_to_gcs,
-)
-from metadata_service.registry import generate_and_persist_connector_registry
-from metadata_service.registry_entry import generate_and_persist_registry_entry
-from metadata_service.registry_report import generate_and_persist_registry_report
-from metadata_service.sentry import setup_sentry
-from metadata_service.specs_secrets_mask import generate_and_persist_specs_secrets_mask
-from metadata_service.stale_metadata_report import generate_and_publish_stale_metadata_report
-from metadata_service.validators.metadata_validator import PRE_UPLOAD_VALIDATORS, ValidatorOptions, validate_and_load
-
-
-def setup_logging(debug: bool = False):
-    """Configure logging for the CLI."""
-    level = logging.DEBUG if debug else logging.INFO
-    logging.basicConfig(
-        level=level,
-        format="%(asctime)s - %(levelname)s - %(message)s",
-        datefmt="%Y-%m-%d %H:%M:%S",
-        handlers=[logging.StreamHandler()],
-    )
-    # Suppress logging from the following libraries
-    logging.getLogger("urllib3").setLevel(logging.WARNING)
-    logging.getLogger("slack_sdk.web.base_client").setLevel(logging.WARNING)
-    logging.getLogger("google.resumable_media").setLevel(logging.WARNING)
-
-
-logger = logging.getLogger(__name__)
-
-
-def log_metadata_upload_info(metadata_upload_info: MetadataUploadInfo):
-    """Log the results of the metadata upload."""
-    for file in metadata_upload_info.uploaded_files:
-        if file.uploaded:
-            click.secho(f"File:{file.id} for {metadata_upload_info.metadata_file_path} was uploaded to {file.blob_id}.", fg="green")
-        else:
-            click.secho(
-                f"File:{file.id} for {metadata_upload_info.metadata_file_path} was not uploaded.",
-                fg="yellow",
-            )
-
-
-def log_metadata_deletion_info(metadata_deletion_info: MetadataDeleteInfo):
-    """Log the results of the metadata deletion."""
-    for remote_file in metadata_deletion_info.deleted_files:
-        if remote_file.deleted:
-            click.secho(f"The {remote_file.description} was deleted ({remote_file.blob_id}).", fg="green")
-        else:
-            click.secho(
-                f"The {remote_file.description} was not deleted ({remote_file.blob_id}).",
-                fg="red",
-            )
-
-
-@click.group(help="Airbyte Metadata Service top-level command group.")
-@click.option("--debug", is_flag=True, help="Enable debug logging", default=False)
-def metadata_service(debug: bool):
-    """Top-level command group with logging configuration."""
-    setup_sentry()
-    setup_logging(debug)
-
-
-@metadata_service.command(help="Validate a given metadata YAML file.")
-@click.argument("metadata_file_path", type=click.Path(exists=True, path_type=pathlib.Path), required=True)
-@click.argument("docs_path", type=click.Path(exists=True, path_type=pathlib.Path), required=True)
-def validate(metadata_file_path: pathlib.Path, docs_path: pathlib.Path):
-    metadata_file_path = metadata_file_path if not metadata_file_path.is_dir() else metadata_file_path / METADATA_FILE_NAME
-
-    click.echo(f"Validating {metadata_file_path}...")
-    metadata, error = validate_and_load(metadata_file_path, PRE_UPLOAD_VALIDATORS, ValidatorOptions(docs_path=str(docs_path)))
-    if metadata:
-        click.echo(f"{metadata_file_path} is a valid ConnectorMetadataDefinitionV0 YAML file.")
-    else:
-        click.echo(f"{metadata_file_path} is not a valid ConnectorMetadataDefinitionV0 YAML file.")
-        click.echo(str(error))
-        exit(1)
-
-
-@metadata_service.command(help="Upload a metadata YAML file to a GCS bucket.")
-@click.argument("metadata-file-path", type=click.Path(exists=True, path_type=pathlib.Path), required=True)
-@click.argument("docs-path", type=click.Path(exists=True, path_type=pathlib.Path), required=True)
-@click.argument("bucket-name", type=click.STRING, required=True)
-@click.option("--prerelease", type=click.STRING, required=False, default=None, help="The prerelease tag of the connector.")
-@click.option("--disable-dockerhub-checks", is_flag=True, help="Disable 'image exists on DockerHub' validations.", default=False)
-def upload(metadata_file_path: pathlib.Path, docs_path: pathlib.Path, bucket_name: str, prerelease: str, disable_dockerhub_checks: bool):
-    metadata_file_path = metadata_file_path if not metadata_file_path.is_dir() else metadata_file_path / METADATA_FILE_NAME
-    validator_opts = ValidatorOptions(
-        docs_path=str(docs_path), prerelease_tag=prerelease, disable_dockerhub_checks=disable_dockerhub_checks
-    )
-    try:
-        upload_info = upload_metadata_to_gcs(bucket_name, metadata_file_path, validator_opts)
-        log_metadata_upload_info(upload_info)
-    except (ValidationError, FileNotFoundError) as e:
-        click.secho(f"The metadata file could not be uploaded: {str(e)}", fg="red")
-        exit(1)
-    if upload_info.metadata_uploaded:
-        exit(0)
-    else:
-        exit(5)
-
-
-@metadata_service.command(help="Generate and publish a stale metadata report to Slack.")
-@click.argument("bucket-name", type=click.STRING, required=True)
-def publish_stale_metadata_report(bucket_name: str):
-    click.echo(f"Starting stale metadata report for bucket: {bucket_name}")
-    logger.debug("Starting stale metadata report generation and publishing process")
-    try:
-        report_published, error_message = generate_and_publish_stale_metadata_report(bucket_name)
-        if not report_published:
-            logger.warning(f"Failed to publish the report to Slack: '{error_message}'.")
-            click.secho(f"WARNING: The stale metadata report could not be published: '{error_message}'", fg="red")
-            exit(1)
-        else:
-            click.secho(f"Stale metadata report for bucket: {bucket_name} completed successfully", fg="green")
-        logger.debug("Stale metadata report generation and publishing process completed.")
-    except Exception as e:
-        logger.exception(f"A fatal error occurred when generating and publishing the stale metadata report")
-        click.secho(f"FATAL ERROR: The stale metadata report could not be published: '{e}'", fg="red")
-        exit(1)
-
-
-@metadata_service.command(help="Rollback a release candidate by deleting its metadata files from a GCS bucket.")
-@click.argument("connector-docker-repository", type=click.STRING)
-@click.argument("connector-version", type=click.STRING)
-@click.argument("bucket-name", type=click.STRING)
-def rollback_release_candidate(connector_docker_repository: str, connector_version: str, bucket_name: str):
-    try:
-        deletion_info = delete_release_candidate_from_gcs(bucket_name, connector_docker_repository, connector_version)
-        log_metadata_deletion_info(deletion_info)
-    except (FileNotFoundError, ValueError) as e:
-        click.secho(f"The release candidate could not be deleted: {str(e)}", fg="red")
-        exit(1)
-
-
-@metadata_service.command(help="Promote a release candidate by moving its metadata files to the main release folder in a GCS bucket.")
-@click.argument("connector-docker-repository", type=click.STRING)
-@click.argument("connector-version", type=click.STRING)
-@click.argument("bucket-name", type=click.STRING)
-def promote_release_candidate(connector_docker_repository: str, connector_version: str, bucket_name: str):
-    try:
-        upload_info, deletion_info = promote_release_candidate_in_gcs(bucket_name, connector_docker_repository, connector_version)
-        log_metadata_upload_info(upload_info)
-        log_metadata_deletion_info(deletion_info)
-    except (FileNotFoundError, ValueError) as e:
-        click.secho(f"The release candidate could not be promoted: {str(e)}", fg="red")
-        exit(1)
-
-
-@metadata_service.command(help="Generate the cloud registry and persist it to GCS.")
-@click.argument("bucket-name", type=click.STRING, required=True)
-@click.argument("registry-type", type=click.Choice(VALID_REGISTRIES), required=True)
-@sentry_sdk.trace
-def generate_connector_registry(bucket_name: str, registry_type: str):
-    # Set Sentry context for the generate_registry command
-    sentry_sdk.set_tag("command", "generate_registry")
-    sentry_sdk.set_tag("bucket_name", bucket_name)
-    sentry_sdk.set_tag("registry_type", registry_type)
-
-    logger.info(f"Starting {registry_type} registry generation and upload process.")
-    try:
-        generate_and_persist_connector_registry(bucket_name, registry_type)
-        logger.info(f"SUCCESS: {registry_type} registry generation and upload process completed successfully.")
-        sentry_sdk.set_tag("operation_success", True)
-    except Exception as e:
-        sentry_sdk.set_tag("operation_success", False)
-        sentry_sdk.capture_exception(e)
-        logger.exception(f"FATAL ERROR: An error occurred when generating and persisting the {registry_type} registry")
-        exit(1)
-
-
-@metadata_service.command(help="Generate the specs secrets mask and persist it to GCS.")
-@click.argument("bucket-name", type=click.STRING, required=True)
-@sentry_sdk.trace
-def generate_specs_secrets_mask(bucket_name: str):
-    # Set Sentry context for the generate_specs_secrets_mask command
-    sentry_sdk.set_tag("command", "generate_specs_secrets_mask")
-    sentry_sdk.set_tag("bucket_name", bucket_name)
-
-    logger.info("Starting specs secrets mask generation and upload process.")
-    try:
-        generate_and_persist_specs_secrets_mask(bucket_name)
-        sentry_sdk.set_tag("operation_success", True)
-        logger.info("Specs secrets mask generation and upload process completed successfully.")
-    except Exception as e:
-        sentry_sdk.set_tag("operation_success", False)
-        sentry_sdk.capture_exception(e)
-        logger.exception(f"FATAL ERROR: An error occurred when generating and persisting the specs secrets mask")
-        exit(1)
-
-
-@metadata_service.command(help="Generate the registry entry and persist it to GCS.")
-@click.option("--bucket-name", type=click.STRING, required=True)
-@click.option("--metadata-file-path", type=click.STRING, required=True)
-@click.option("--registry-type", type=click.Choice(VALID_REGISTRIES), required=True)
-@click.option("--docker-image-tag", type=click.STRING, required=True)
-@click.option(
-    "--pre-release/--main-release", type=bool, is_flag=True, required=True, help="Whether this is a prerelease or mainrelease publish."
-)
-@sentry_sdk.trace
-def generate_registry_entry(
-    bucket_name: str, metadata_file_path: pathlib.Path, registry_type: str, docker_image_tag: str, pre_release: bool
-):
-    # Set Sentry context for the generate_registry_entry command
-    sentry_sdk.set_tag("command", "generate_registry_entry")
-    sentry_sdk.set_tag("bucket_name", bucket_name)
-
-    logger.info("Starting registry entry generation and upload process.")
-    try:
-        generate_and_persist_registry_entry(bucket_name, metadata_file_path, registry_type, docker_image_tag, pre_release)
-        sentry_sdk.set_tag("operation_success", True)
-        logger.info("Registry entry generation and upload process completed successfully.")
-    except Exception as e:
-        sentry_sdk.set_tag("operation_success", False)
-        sentry_sdk.capture_exception(e)
-        logger.exception(f"FATAL ERROR: An error occurred when generating and persisting the registry entry")
-        exit(1)
-
-
-@metadata_service.command(help="Generate the registry report and persist it to GCS.")
-@click.argument("bucket-name", type=click.STRING, required=True)
-@sentry_sdk.trace
-def generate_registry_report(bucket_name: str):
-    # Set Sentry context for the generate_specs_secrets_mask command
-    sentry_sdk.set_tag("command", "generate_registry_report")
-    sentry_sdk.set_tag("bucket_name", bucket_name)
-
-    logger.info("Starting registry report generation and upload process.")
-    try:
-        generate_and_persist_registry_report(bucket_name)
-        sentry_sdk.set_tag("operation_success", True)
-        logger.info("Registry report generation and upload process completed successfully.")
-    except Exception as e:
-        sentry_sdk.set_tag("operation_success", False)
-        sentry_sdk.capture_exception(e)
-        logger.exception(f"FATAL ERROR: An error occurred when generating and persisting the registry report")
-        exit(1)
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/constants.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/constants.py
deleted file mode 100644
index da78f9620709..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/constants.py
+++ /dev/null
@@ -1,65 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-from typing import Optional
-
-CONNECTORS_PATH = "airbyte-integrations/connectors"
-METADATA_FILE_NAME = "metadata.yaml"
-MANIFEST_FILE_NAME = "manifest.yaml"
-COMPONENTS_PY_FILE_NAME = "components.py"
-ICON_FILE_NAME = "icon.svg"
-METADATA_FOLDER = "metadata"
-DOCS_FOLDER_PATH = "docs/integrations"
-DOC_FILE_NAME = "doc.md"
-DOC_INAPP_FILE_NAME = "doc.inapp.md"
-COMPONENTS_ZIP_FILE_NAME = "components.zip"
-COMPONENTS_ZIP_SHA256_FILE_NAME = "components.zip.sha256"
-LATEST_GCS_FOLDER_NAME = "latest"
-RELEASE_CANDIDATE_GCS_FOLDER_NAME = "release_candidate"
-METADATA_CDN_BASE_URL = "https://connectors.airbyte.com/files"
-DEFAULT_ASSET_URL = "https://storage.googleapis.com"
-
-VALID_REGISTRIES = ["oss", "cloud"]
-REGISTRIES_FOLDER = "registries/v0"
-ANALYTICS_BUCKET = "ab-analytics-connector-metrics"
-ANALYTICS_FOLDER = "data/connector_quality_metrics"
-PUBLIC_GCS_BASE_URL = "https://storage.googleapis.com/"
-
-VALID_REGISTRIES = ["oss", "cloud"]
-REGISTRIES_FOLDER = "registries/v0"
-ANALYTICS_BUCKET = "ab-analytics-connector-metrics"
-ANALYTICS_FOLDER = "data/connector_quality_metrics"
-PUBLIC_GCS_BASE_URL = "https://storage.googleapis.com/"
-
-GITHUB_REPO_NAME = "airbytehq/airbyte"
-EXTENSIBILITY_TEAM_SLACK_TEAM_ID = "S08SQDL2RS9"  # @oc-extensibility-critical-systems
-STALE_REPORT_CHANNEL = "C05507UP11A"  # #dev-connectors-extensibility-alerts
-PUBLISH_UPDATE_CHANNEL = "C056HGD1QSW"  # #connector-publish-updates
-# We give 6 hours for the metadata to be updated
-# This is an empirical value that we can adjust if needed
-# When our auto-merge pipeline runs it can merge hundreds of up-to-date PRs following.
-# Given our current publish concurrency of 10 runners, it can take up to 6 hours to publish all the connectors.
-# A shorter grace period could lead to false positives in stale metadata detection.
-PUBLISH_GRACE_PERIOD = datetime.timedelta(hours=6)
-SLACK_NOTIFICATIONS_ENABLED = "true"
-
-SPECS_SECRETS_MASK_FILE_NAME = "specs_secrets_mask.yaml"
-
-CONNECTOR_DEPENDENCY_FOLDER = "connector_dependencies"
-CONNECTOR_DEPENDENCY_FILE_NAME = "dependencies.json"
-
-
-def get_public_url_for_gcs_file(bucket_name: str, file_path: str, cdn_url: Optional[str] = None) -> str:
-    """Get the public URL to a file in the GCS bucket.
-
-    Args:
-        bucket_name: The name of the GCS bucket.
-        file_path: The path to the file in the bucket.
-        cdn_url: The base URL of the CDN that serves the bucket.
-
-    Returns:
-        The public URL to the file.
-    """
-    return f"{cdn_url}/{file_path}" if cdn_url else f"{DEFAULT_ASSET_URL}/{bucket_name}/{file_path}"
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/docker_hub.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/docker_hub.py
deleted file mode 100644
index 924319ebff32..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/docker_hub.py
+++ /dev/null
@@ -1,137 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import os
-import time
-from typing import Dict, Optional
-
-import requests
-
-
-def get_docker_hub_auth_token() -> str:
-    docker_username = os.environ.get("DOCKER_HUB_USERNAME")
-    docker_password = os.environ.get("DOCKER_HUB_PASSWORD")
-
-    if not (docker_username and docker_password):
-        raise ValueError("Please set the DOCKER_HUB_USERNAME and DOCKER_HUB_PASSWORD environment variables.")
-
-    auth_url = "https://hub.docker.com/v2/users/login/"
-    auth_data = {"username": docker_username, "password": docker_password}
-    # make request look like docker client to avoid cloudflare blocks in CI
-    headers = {"User-Agent": "Docker-Client/24.0.0 (linux)"}
-    response = requests.post(auth_url, json=auth_data, headers=headers)
-
-    if response.status_code != 200:
-        print(f"Failed to log in to Docker Hub - {response.status_code}: {response.text}")
-        raise ValueError("Failed to authenticate with Docker Hub. Please check your credentials.")
-
-    token = response.json().get("token")
-    return token
-
-
-def get_docker_hub_headers() -> Dict | None:
-    if not os.environ.get("DOCKER_HUB_USERNAME") or not os.environ.get("DOCKER_HUB_PASSWORD"):
-        # If the Docker Hub credentials are not provided (or are empty), we can only anonymously call the Docker Hub API.
-        # This will only work for public images and lead to a lower rate limit.
-        return {}
-    else:
-        token = get_docker_hub_auth_token()
-        return {"Authorization": f"JWT {token}"} if token else {}
-
-
-def get_docker_hub_tags_and_digests(
-    image_name: str,
-    retries: int = 0,
-    wait_sec: int = 30,
-    next_page_url: str | None = None,
-    tags_and_digests: Dict[str, str] | None = None,
-    paginate: bool = True,
-) -> Dict[str, str]:
-    """Find all released tags and digests for an image.
-
-    Args:
-        image_name (str): The image name to get tags and digest
-        retries (int, optional): The number of times to retry the request. Defaults to 0.
-        wait_sec (int, optional): The number of seconds to wait between retries. Defaults to 30.
-        next_page_url (str | None, optional): The next DockerHub page to consume. Defaults to None.
-        tags_and_digest (Dict[str, str] | None, optional): The accumulated tags and digests for recursion. Defaults to None.
-
-    Returns:
-        Dict[str, str]: Mapping of image tag to digest
-    """
-    headers = get_docker_hub_headers()
-    tags_and_digests = tags_and_digests or {}
-
-    if not next_page_url:
-        tags_url = f"https://registry.hub.docker.com/v2/repositories/{image_name}/tags"
-    else:
-        tags_url = next_page_url
-
-    # Allow for retries as the DockerHub API is not always reliable with returning the latest publish.
-    for _ in range(retries + 1):
-        response = requests.get(tags_url, headers=headers)
-        if response.ok:
-            break
-
-        # This is to handle the case when a connector has not ever been released yet.
-        if response.status_code == 404:
-            print(f"{tags_url} returned a 404. The connector might not be released yet.")
-            print(response)
-            return tags_and_digests
-        time.sleep(wait_sec)
-
-    response.raise_for_status()
-    json_response = response.json()
-    tags_and_digests.update({result["name"]: result.get("digest") for result in json_response.get("results", [])})
-    if paginate:
-        if next_page_url := json_response.get("next"):
-            tags_and_digests.update(
-                get_docker_hub_tags_and_digests(
-                    image_name, retries=retries, wait_sec=wait_sec, next_page_url=next_page_url, tags_and_digests=tags_and_digests
-                )
-            )
-    return tags_and_digests
-
-
-def get_latest_version_on_dockerhub(image_name: str) -> str | None:
-    tags_and_digests = get_docker_hub_tags_and_digests(image_name, retries=3, wait_sec=30)
-    if latest_digest := tags_and_digests.get("latest"):
-        for tag, digest in tags_and_digests.items():
-            if digest == latest_digest and tag != "latest":
-                return tag
-    return None
-
-
-def is_image_on_docker_hub(image_name: str, version: str, digest: Optional[str] = None, retries: int = 0, wait_sec: int = 30) -> bool:
-    """Check if a given image and version exists on Docker Hub.
-
-    Args:
-        image_name (str): The name of the image to check.
-        version (str): The version of the image to check.
-        digest (str, optional): The digest of the image to check. Defaults to None.
-        retries (int, optional): The number of times to retry the request. Defaults to 0.
-        wait_sec (int, optional): The number of seconds to wait between retries. Defaults to 30.
-    Returns:
-        bool: True if the image and version exists on Docker Hub, False otherwise.
-    """
-
-    headers = get_docker_hub_headers()
-
-    tag_url = f"https://registry.hub.docker.com/v2/repositories/{image_name}/tags/{version}"
-
-    # Allow for retries as the DockerHub API is not always reliable with returning the latest publish.
-    for _ in range(retries + 1):
-        response = requests.get(tag_url, headers=headers)
-        if response.ok:
-            break
-        time.sleep(wait_sec)
-
-    if not response.ok:
-        response.raise_for_status()
-        return False
-
-    # If a digest is provided, check that it matches the digest of the image on Docker Hub.
-    if digest is not None:
-        return f"sha256:{digest}" == response.json()["digest"]
-    return True
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/gcs_upload.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/gcs_upload.py
deleted file mode 100644
index c555ba2e13cf..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/gcs_upload.py
+++ /dev/null
@@ -1,679 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import logging
-import re
-import tempfile
-from dataclasses import dataclass
-from pathlib import Path
-from typing import List, NamedTuple, Optional, Tuple
-
-import git
-import requests
-import yaml
-from google.cloud import storage
-from pydash import set_
-from pydash.objects import get
-
-from metadata_service.constants import (
-    COMPONENTS_PY_FILE_NAME,
-    COMPONENTS_ZIP_FILE_NAME,
-    COMPONENTS_ZIP_SHA256_FILE_NAME,
-    DOC_FILE_NAME,
-    DOC_INAPP_FILE_NAME,
-    ICON_FILE_NAME,
-    LATEST_GCS_FOLDER_NAME,
-    MANIFEST_FILE_NAME,
-    METADATA_FILE_NAME,
-    METADATA_FOLDER,
-    RELEASE_CANDIDATE_GCS_FOLDER_NAME,
-)
-from metadata_service.helpers.files import compute_gcs_md5, create_zip_and_get_sha256
-from metadata_service.helpers.gcs import get_gcs_storage_client
-from metadata_service.models.generated.ConnectorMetadataDefinitionV0 import ConnectorMetadataDefinitionV0
-from metadata_service.models.generated.GitInfo import GitInfo
-from metadata_service.models.transform import to_json_sanitized_dict
-from metadata_service.validators.metadata_validator import POST_UPLOAD_VALIDATORS, ValidatorOptions, validate_and_load
-
-# 🧩 TYPES
-
-
-@dataclass(frozen=True)
-class UploadedFile:
-    id: str
-    uploaded: bool
-    blob_id: Optional[str]
-
-
-@dataclass(frozen=True)
-class DeletedFile:
-    id: str
-    deleted: bool
-    description: str
-    blob_id: Optional[str]
-
-
-@dataclass(frozen=True)
-class MetadataUploadInfo:
-    metadata_uploaded: bool
-    metadata_file_path: str
-    uploaded_files: List[UploadedFile]
-
-
-@dataclass(frozen=True)
-class MetadataDeleteInfo:
-    metadata_deleted: bool
-    deleted_files: List[DeletedFile]
-
-
-class MaybeUpload(NamedTuple):
-    uploaded: bool
-    blob_id: str
-
-
-@dataclass
-class ManifestOnlyFilePaths:
-    zip_file_path: Path | None
-    sha256_file_path: Path | None
-    sha256: str | None
-    manifest_file_path: Path
-
-
-# 🛣️ FILES AND PATHS
-
-
-def get_doc_local_file_path(docs_path: Path, inapp: bool) -> Optional[Path]:
-    extension = ".inapp.md" if inapp else ".md"
-    return docs_path.with_suffix(extension)
-
-
-def get_manifest_only_file_paths(working_directory: Path) -> ManifestOnlyFilePaths:
-    """Create a zip file for components if they exist and return its SHA256 hash."""
-    yaml_manifest_file_path = working_directory / MANIFEST_FILE_NAME
-    components_py_file_path = working_directory / COMPONENTS_PY_FILE_NAME
-
-    if not components_py_file_path.exists():
-        return ManifestOnlyFilePaths(
-            zip_file_path=None,
-            sha256_file_path=None,
-            sha256=None,
-            manifest_file_path=yaml_manifest_file_path,
-        )
-
-    with (
-        tempfile.NamedTemporaryFile(mode="wb", suffix=".zip", delete=False) as zip_tmp_file,
-        tempfile.NamedTemporaryFile(mode="w", suffix=".sha256", delete=False) as sha256_tmp_file,
-    ):
-        python_components_zip_file_path = Path(zip_tmp_file.name)
-        python_components_zip_sha256_file_path = Path(sha256_tmp_file.name)
-
-        files_to_zip: List[Path] = [components_py_file_path, yaml_manifest_file_path]
-        components_zip_sha256 = create_zip_and_get_sha256(files_to_zip, python_components_zip_file_path)
-        sha256_tmp_file.write(components_zip_sha256)
-
-        return ManifestOnlyFilePaths(
-            zip_file_path=python_components_zip_file_path,
-            sha256_file_path=python_components_zip_sha256_file_path,
-            sha256=components_zip_sha256,
-            manifest_file_path=yaml_manifest_file_path,
-        )
-
-
-def _write_metadata_to_tmp_file(metadata_dict: dict) -> Path:
-    """Write the metadata to a temporary file."""
-    with tempfile.NamedTemporaryFile(mode="w", suffix=".yaml", delete=False) as tmp_file:
-        yaml.dump(metadata_dict, tmp_file)
-        return Path(tmp_file.name)
-
-
-# 🛠️ HELPERS
-
-
-def _safe_load_metadata_file(metadata_file_path: Path) -> dict:
-    try:
-        metadata = yaml.safe_load(metadata_file_path.read_text())
-        if metadata is None or not isinstance(metadata, dict):
-            raise ValueError(f"Validation error: Metadata file {metadata_file_path} is invalid yaml.")
-        return metadata
-    except Exception as e:
-        raise ValueError(f"Validation error: Metadata file {metadata_file_path} is invalid yaml: {e}")
-
-
-def _any_uploaded(uploaded_files: List[UploadedFile], keys: List[str]) -> bool:
-    """Check if the list of uploaded files contains any of the provided keys."""
-    for uploaded_file in uploaded_files:
-        if uploaded_file.id in keys:
-            return True
-    return False
-
-
-def _commit_to_git_info(commit: git.Commit) -> GitInfo:
-    return GitInfo(
-        commit_sha=commit.hexsha,
-        commit_timestamp=commit.authored_datetime,
-        commit_author=commit.author.name,
-        commit_author_email=commit.author.email,
-    )
-
-
-def _get_git_info_for_file(original_metadata_file_path: Path) -> Optional[GitInfo]:
-    """
-    Add additional information to the metadata file before uploading it to GCS.
-
-    e.g. The git commit hash, the date of the commit, the author of the commit, etc.
-
-    """
-    try:
-        repo = git.Repo(search_parent_directories=True)
-
-        # get the commit hash for the last commit that modified the metadata file
-        commit_sha = repo.git.log("-1", "--format=%H", str(original_metadata_file_path))
-
-        commit = repo.commit(commit_sha)
-        return _commit_to_git_info(commit)
-    except git.exc.InvalidGitRepositoryError:
-        logging.warning(f"Metadata file {original_metadata_file_path} is not in a git repository, skipping author info attachment.")
-        return None
-    except git.exc.GitCommandError as e:
-        if "unknown revision or path not in the working tree" in str(e):
-            logging.warning(f"Metadata file {original_metadata_file_path} is not tracked by git, skipping author info attachment.")
-            return None
-        else:
-            raise e
-
-
-# 🚀 UPLOAD
-
-
-def _save_blob_to_gcs(blob_to_save: storage.blob.Blob, file_path: Path, disable_cache: bool = False) -> bool:
-    """Uploads a file to the bucket."""
-    print(f"Uploading {file_path} to {blob_to_save.name}...")
-
-    # Set Cache-Control header to no-cache to avoid caching issues
-    # This is IMPORTANT because if we don't set this header, the metadata file will be cached by GCS
-    # and the next time we try to download it, we will get the stale version
-    if disable_cache:
-        blob_to_save.cache_control = "no-cache"
-
-    blob_to_save.upload_from_filename(file_path)
-
-    return True
-
-
-def upload_file_if_changed(
-    local_file_path: Path, bucket: storage.bucket.Bucket, blob_path: str, disable_cache: bool = False
-) -> MaybeUpload:
-    """Upload a file to GCS if it has changed."""
-    local_file_md5_hash = compute_gcs_md5(local_file_path)
-    remote_blob = bucket.blob(blob_path)
-
-    # reload the blob to get the md5_hash
-    if remote_blob.exists():
-        remote_blob.reload()
-
-    remote_blob_md5_hash = remote_blob.md5_hash if remote_blob.exists() else None
-
-    print(f"Local {local_file_path} md5_hash: {local_file_md5_hash}")
-    print(f"Remote {blob_path} md5_hash: {remote_blob_md5_hash}")
-
-    if local_file_md5_hash != remote_blob_md5_hash:
-        uploaded = _save_blob_to_gcs(remote_blob, local_file_path, disable_cache=disable_cache)
-        return MaybeUpload(uploaded, remote_blob.id)
-
-    return MaybeUpload(False, remote_blob.id)
-
-
-def _file_upload(
-    local_path: Path | None,
-    gcp_connector_dir: str,
-    bucket: storage.bucket.Bucket,
-    file_key: str,
-    *,
-    upload_as_version: bool,
-    upload_as_latest: bool,
-    skip_if_not_exists: bool = True,
-    disable_cache: bool = False,
-    version_folder: Optional[str] = None,
-    override_destination_file_name: str | None = None,
-) -> tuple[UploadedFile, UploadedFile]:
-    """Upload a file to GCS.
-
-    Optionally upload it as a versioned file and/or as the latest version.
-
-    Args:
-        local_path: Path to the file to upload.
-        gcp_connector_dir: Path to the connector folder in GCS. This is the parent folder,
-            containing the versioned and "latest" folders as its subdirectories.
-        bucket: GCS bucket to upload the file to.
-        upload_as_version: The version to upload the file as or 'False' to skip uploading
-            the versioned copy.
-        upload_as_latest: Whether to upload the file as the latest version.
-        skip_if_not_exists: Whether to skip the upload if the file does not exist. Otherwise,
-            an exception will be raised if the file does not exist.
-
-    Returns: Tuple of two UploadInfo objects, each containing a boolean indicating whether the file was
-        uploaded, the blob id, and the description. The first tuple is for the versioned file, the second for the
-        latest file.
-    """
-    if upload_as_version and not version_folder:
-        raise ValueError("version_folder must be provided if upload_as_version is True")
-
-    latest_file_key = f"latest_{file_key}"
-    versioned_file_key = f"versioned_{file_key}"
-    versioned_file_info = UploadedFile(id=versioned_file_key, uploaded=False, blob_id=None)
-    latest_file_info = UploadedFile(id=latest_file_key, uploaded=False, blob_id=None)
-    if not local_path or not local_path.exists():
-        msg = f"Expected to find file at {local_path}, but none was found."
-        if skip_if_not_exists:
-            logging.warning(msg)
-            return versioned_file_info, latest_file_info
-
-        raise FileNotFoundError(msg)
-
-    file_name = local_path.name if override_destination_file_name is None else override_destination_file_name
-
-    if upload_as_version:
-        remote_upload_path = f"{gcp_connector_dir}/{version_folder}"
-        versioned_uploaded, versioned_blob_id = upload_file_if_changed(
-            local_file_path=local_path,
-            bucket=bucket,
-            blob_path=f"{remote_upload_path}/{file_name}",
-            disable_cache=disable_cache,
-        )
-        versioned_file_info = UploadedFile(id=versioned_file_key, uploaded=versioned_uploaded, blob_id=versioned_blob_id)
-
-    if upload_as_latest:
-        remote_upload_path = f"{gcp_connector_dir}/{LATEST_GCS_FOLDER_NAME}"
-        latest_uploaded, latest_blob_id = upload_file_if_changed(
-            local_file_path=local_path,
-            bucket=bucket,
-            blob_path=f"{remote_upload_path}/{file_name}",
-            disable_cache=disable_cache,
-        )
-        latest_file_info = UploadedFile(id=latest_file_key, uploaded=latest_uploaded, blob_id=latest_blob_id)
-
-    return versioned_file_info, latest_file_info
-
-
-# 🔧 METADATA MODIFICATIONS
-
-
-def _apply_prerelease_overrides(metadata_dict: dict, validator_opts: ValidatorOptions) -> dict:
-    """Apply any prerelease overrides to the metadata file before uploading it to GCS."""
-    if validator_opts.prerelease_tag is None:
-        return metadata_dict
-
-    # replace any dockerImageTag references with the actual tag
-    # this includes metadata.data.dockerImageTag, metadata.data.registryOverrides[].dockerImageTag
-    # where registries is a dictionary of registry name to registry object
-    metadata_dict["data"]["dockerImageTag"] = validator_opts.prerelease_tag
-    for registry in get(metadata_dict, "data.registryOverrides", {}).values():
-        if "dockerImageTag" in registry:
-            registry["dockerImageTag"] = validator_opts.prerelease_tag
-
-    return metadata_dict
-
-
-def _apply_author_info_to_metadata_file(metadata_dict: dict, original_metadata_file_path: Path) -> dict:
-    """Apply author info to the metadata file before uploading it to GCS."""
-    git_info = _get_git_info_for_file(original_metadata_file_path)
-    if git_info:
-        # Apply to the nested / optional field at metadata.data.generated.git
-        git_info_dict = to_json_sanitized_dict(git_info, exclude_none=True)
-        metadata_dict = set_(metadata_dict, "data.generated.git", git_info_dict)
-    return metadata_dict
-
-
-def _apply_python_components_sha_to_metadata_file(
-    metadata_dict: dict,
-    python_components_sha256: Optional[str] = None,
-) -> dict:
-    """If a `components.py` file is required, store the necessary information in the metadata.
-
-    This adds a `required=True` flag and the sha256 hash of the `python_components.zip` file.
-
-    This is a no-op if `python_components_sha256` is not provided.
-    """
-    if python_components_sha256:
-        metadata_dict = set_(metadata_dict, "data.generated.pythonComponents.required", True)
-        metadata_dict = set_(
-            metadata_dict,
-            "data.generated.pythonComponents.sha256",
-            python_components_sha256,
-        )
-
-    return metadata_dict
-
-
-def _apply_sbom_url_to_metadata_file(metadata_dict: dict) -> dict:
-    """Apply sbom url to the metadata file before uploading it to GCS."""
-    try:
-        sbom_url = f"https://connectors.airbyte.com/files/sbom/{metadata_dict['data']['dockerRepository']}/{metadata_dict['data']['dockerImageTag']}.spdx.json"
-    except KeyError:
-        return metadata_dict
-    response = requests.head(sbom_url)
-    if response.ok:
-        metadata_dict = set_(metadata_dict, "data.generated.sbomUrl", sbom_url)
-    return metadata_dict
-
-
-def _apply_modifications_to_metadata_file(
-    original_metadata_file_path: Path,
-    validator_opts: ValidatorOptions,
-    components_zip_sha256: str | None = None,
-) -> Path:
-    """Apply modifications to the metadata file before uploading it to GCS.
-
-    e.g. The git commit hash, the date of the commit, the author of the commit, etc.
-
-    Args:
-        original_metadata_file_path (Path): Path to the original metadata file.
-        validator_opts (ValidatorOptions): Options to use when validating the metadata file.
-        components_zip_sha256 (str): The sha256 hash of the `python_components.zip` file. This is
-            required if the `python_components.zip` file is present.
-    """
-    metadata = _safe_load_metadata_file(original_metadata_file_path)
-    metadata = _apply_prerelease_overrides(metadata, validator_opts)
-    metadata = _apply_author_info_to_metadata_file(metadata, original_metadata_file_path)
-    metadata = _apply_python_components_sha_to_metadata_file(metadata, components_zip_sha256)
-    metadata = _apply_sbom_url_to_metadata_file(metadata)
-    return _write_metadata_to_tmp_file(metadata)
-
-
-# 💎 Main Logic
-
-
-def upload_metadata_to_gcs(bucket_name: str, metadata_file_path: Path, validator_opts: ValidatorOptions) -> MetadataUploadInfo:
-    """Upload a metadata file to a GCS bucket.
-
-    If the per 'version' key already exists it won't be overwritten.
-    Also updates the 'latest' key on each new version.
-
-    Args:
-        bucket_name (str): Name of the GCS bucket to which the metadata file will be uploade.
-        metadata_file_path (Path): Path to the metadata file.
-        service_account_file_path (Path): Path to the JSON file with the service account allowed to read and write on the bucket.
-        prerelease_tag (Optional[str]): Whether the connector is a prerelease_tag or not.
-    Returns:
-        Tuple[bool, str]: Whether the metadata file was uploaded and its blob id.
-    """
-    # Get our working directory
-    working_directory = metadata_file_path.parent
-    manifest_only_file_info = get_manifest_only_file_paths(working_directory)
-
-    metadata_file_path = _apply_modifications_to_metadata_file(
-        original_metadata_file_path=metadata_file_path,
-        validator_opts=validator_opts,
-        components_zip_sha256=manifest_only_file_info.sha256,
-    )
-
-    metadata, error = validate_and_load(metadata_file_path, POST_UPLOAD_VALIDATORS, validator_opts)
-    if metadata is None:
-        raise ValueError(f"Metadata file {metadata_file_path} is invalid for uploading: {error}")
-
-    is_pre_release = validator_opts.prerelease_tag is not None
-    is_release_candidate = "-rc" in metadata.data.dockerImageTag
-    should_upload_release_candidate = is_release_candidate and not is_pre_release
-    should_upload_latest = not is_release_candidate and not is_pre_release
-
-    storage_client = get_gcs_storage_client()
-    bucket = storage_client.bucket(bucket_name)
-    docs_path = Path(validator_opts.docs_path)
-    gcp_connector_dir = f"{METADATA_FOLDER}/{metadata.data.dockerRepository}"
-
-    # Upload version metadata and doc
-    # If the connector is a pre-release, we use the pre-release tag as the version
-    # Otherwise, we use the dockerImageTag from the metadata
-    version_folder = metadata.data.dockerImageTag if not is_pre_release else validator_opts.prerelease_tag
-
-    # Start uploading files
-    uploaded_files = []
-
-    # Metadata upload
-    metadata_files_uploaded = _file_upload(
-        file_key="metadata",
-        local_path=metadata_file_path,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        version_folder=version_folder,
-        upload_as_version=True,
-        upload_as_latest=should_upload_latest,
-        disable_cache=True,
-        override_destination_file_name=METADATA_FILE_NAME,
-    )
-    uploaded_files.extend(metadata_files_uploaded)
-
-    # Release candidate upload
-    # We just upload the current metadata to the "release_candidate" path
-    # The doc and inapp doc are not uploaded, which means that the release candidate will still point to the latest doc
-    if should_upload_release_candidate:
-        release_candidate_files_uploaded = _file_upload(
-            file_key="release_candidate",
-            local_path=metadata_file_path,
-            gcp_connector_dir=gcp_connector_dir,
-            bucket=bucket,
-            version_folder=RELEASE_CANDIDATE_GCS_FOLDER_NAME,
-            upload_as_version=True,
-            upload_as_latest=False,
-            disable_cache=True,
-            override_destination_file_name=METADATA_FILE_NAME,
-        )
-        uploaded_files.extend(release_candidate_files_uploaded)
-
-    # Icon upload
-
-    icon_files_uploaded = _file_upload(
-        file_key="icon",
-        local_path=working_directory / ICON_FILE_NAME,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        upload_as_version=False,
-        upload_as_latest=should_upload_latest,
-    )
-    uploaded_files.extend(icon_files_uploaded)
-
-    # Doc upload
-
-    local_doc_path = get_doc_local_file_path(docs_path, inapp=False)
-    doc_files_uploaded = _file_upload(
-        file_key="doc",
-        local_path=local_doc_path,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        upload_as_version=True,
-        version_folder=version_folder,
-        upload_as_latest=should_upload_latest,
-        override_destination_file_name=DOC_FILE_NAME,
-    )
-    uploaded_files.extend(doc_files_uploaded)
-
-    local_inapp_doc_path = get_doc_local_file_path(docs_path, inapp=True)
-    inapp_doc_files_uploaded = _file_upload(
-        file_key="inapp_doc",
-        local_path=local_inapp_doc_path,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        upload_as_version=True,
-        version_folder=version_folder,
-        upload_as_latest=should_upload_latest,
-        override_destination_file_name=DOC_INAPP_FILE_NAME,
-    )
-    uploaded_files.extend(inapp_doc_files_uploaded)
-
-    # Manifest and components upload
-
-    manifest_files_uploaded = _file_upload(
-        file_key="manifest",
-        local_path=manifest_only_file_info.manifest_file_path,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        upload_as_version=True,
-        version_folder=version_folder,
-        upload_as_latest=should_upload_latest,
-        override_destination_file_name=MANIFEST_FILE_NAME,
-    )
-    uploaded_files.extend(manifest_files_uploaded)
-
-    components_zip_sha256_files_uploaded = _file_upload(
-        file_key="components_zip_sha256",
-        local_path=manifest_only_file_info.sha256_file_path,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        upload_as_version=True,
-        version_folder=version_folder,
-        upload_as_latest=should_upload_latest,
-        override_destination_file_name=COMPONENTS_ZIP_SHA256_FILE_NAME,
-    )
-    uploaded_files.extend(components_zip_sha256_files_uploaded)
-
-    components_zip_files_uploaded = _file_upload(
-        file_key="components_zip",
-        local_path=manifest_only_file_info.zip_file_path,
-        gcp_connector_dir=gcp_connector_dir,
-        bucket=bucket,
-        upload_as_version=True,
-        version_folder=version_folder,
-        upload_as_latest=should_upload_latest,
-        override_destination_file_name=COMPONENTS_ZIP_FILE_NAME,
-    )
-    uploaded_files.extend(components_zip_files_uploaded)
-
-    return MetadataUploadInfo(
-        uploaded_files=uploaded_files,
-        metadata_file_path=str(metadata_file_path),
-        metadata_uploaded=_any_uploaded(
-            uploaded_files,
-            [
-                "latest_metadata",
-                "version_metadata",
-                "version_release_candidate",
-            ],
-        ),
-    )
-
-
-def delete_release_candidate_from_gcs(bucket_name: str, docker_repository: str, connector_version: str) -> MetadataDeleteInfo:
-    """
-    Delete a release candidate from a GCS bucket.
-    The release candidate and version metadata file will be deleted.
-    We first check that the release candidate metadata file hash matches the version metadata file hash.
-    Args:
-        bucket_name (str): Name of the GCS bucket from which the release candidate will be deleted.
-        docker_repository (str): Name of the connector docker image.
-        connector_version (str): Version of the connector.
-    Returns:
-        MetadataDeleteInfo: Information about the files that were deleted.
-    """
-    storage_client = get_gcs_storage_client()
-    bucket = storage_client.bucket(bucket_name)
-
-    gcp_connector_dir = f"{METADATA_FOLDER}/{docker_repository}"
-    version_path = f"{gcp_connector_dir}/{connector_version}/{METADATA_FILE_NAME}"
-    rc_path = f"{gcp_connector_dir}/{RELEASE_CANDIDATE_GCS_FOLDER_NAME}/{METADATA_FILE_NAME}"
-
-    version_blob = bucket.blob(version_path)
-    rc_blob = bucket.blob(rc_path)
-
-    if not version_blob.exists():
-        raise FileNotFoundError(f"Version metadata file {version_path} does not exist in the bucket. ")
-    if not rc_blob.exists():
-        raise FileNotFoundError(f"Release candidate metadata file {rc_path} does not exist in the bucket. ")
-    if rc_blob.md5_hash != version_blob.md5_hash:
-        raise ValueError(
-            f"Release candidate metadata file {rc_path} hash does not match the version metadata file {version_path} hash. Unsafe to delete. Please check the Remote Release Candidate to confirm its the version you would like to remove and rerun with --force"
-        )
-
-    deleted_files = []
-    rc_blob.delete()
-    deleted_files.append(
-        DeletedFile(
-            id="release_candidate_metadata",
-            deleted=True,
-            description="release candidate metadata",
-            blob_id=rc_blob.id,
-        )
-    )
-    version_blob.delete()
-    deleted_files.append(
-        DeletedFile(
-            id="version_metadata",
-            deleted=True,
-            description="versioned metadata",
-            blob_id=version_blob.id,
-        )
-    )
-
-    return MetadataDeleteInfo(
-        metadata_deleted=True,
-        deleted_files=deleted_files,
-    )
-
-
-def promote_release_candidate_in_gcs(
-    bucket_name: str, docker_repository: str, connector_version: str
-) -> Tuple[MetadataUploadInfo, MetadataDeleteInfo]:
-    """Promote a release candidate to the latest version in a GCS bucket.
-    The release candidate metadata file will be copied to the latest metadata file and then deleted.
-    We first check that the release candidate metadata file hash matches the version metadata file hash.
-    Args:
-        bucket_name (str): Name of the GCS bucket from which the release candidate will be deleted.
-        docker_repository (str): Name of the connector docker image.
-        connector_version (str): Version of the connector.
-    Returns:
-        Tuple[MetadataUploadInfo, MetadataDeleteInfo]: Information about the files that were uploaded (new latest version) and deleted (release candidate).
-    """
-
-    storage_client = get_gcs_storage_client()
-    bucket = storage_client.bucket(bucket_name)
-
-    gcp_connector_dir = f"{METADATA_FOLDER}/{docker_repository}"
-    version_path = f"{gcp_connector_dir}/{connector_version}/{METADATA_FILE_NAME}"
-    rc_path = f"{gcp_connector_dir}/{RELEASE_CANDIDATE_GCS_FOLDER_NAME}/{METADATA_FILE_NAME}"
-    latest_path = f"{gcp_connector_dir}/{LATEST_GCS_FOLDER_NAME}/{METADATA_FILE_NAME}"
-
-    version_blob = bucket.blob(version_path)
-    latest_blob = bucket.blob(latest_path)
-    rc_blob = bucket.blob(rc_path)
-
-    if not version_blob.exists():
-        raise FileNotFoundError(f"Version metadata file {version_path} does not exist in the bucket.")
-    if not rc_blob.exists():
-        raise FileNotFoundError(f"Release candidate metadata file {rc_path} does not exist in the bucket.")
-
-    if rc_blob.md5_hash != version_blob.md5_hash:
-        raise ValueError(
-            f"""Release candidate metadata file {rc_path} hash does not match the version metadata file {version_path} hash. Unsafe to promote.
-            It's likely that something changed the release candidate hash but have not changed the metadata for the lastest matching version."""
-        )
-
-    uploaded_files = []
-    deleted_files = []
-
-    bucket.copy_blob(rc_blob, bucket, latest_blob)
-    uploaded_files.append(
-        UploadedFile(
-            id="latest_metadata",
-            uploaded=True,
-            blob_id=latest_blob.id,
-        )
-    )
-
-    rc_blob.delete()
-    deleted_files.append(
-        DeletedFile(
-            id="release_candidate_metadata",
-            deleted=True,
-            description="release candidate metadata",
-            blob_id=rc_blob.id,
-        )
-    )
-
-    return MetadataUploadInfo(
-        metadata_uploaded=True,
-        metadata_file_path=str(version_path),
-        uploaded_files=uploaded_files,
-    ), MetadataDeleteInfo(
-        metadata_deleted=True,
-        deleted_files=deleted_files,
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/files.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/files.py
deleted file mode 100644
index 680577209fd0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/files.py
+++ /dev/null
@@ -1,36 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import base64
-import hashlib
-import zipfile
-from pathlib import Path
-from typing import List
-
-
-def compute_gcs_md5(file_name: Path) -> str:
-    hash_md5 = hashlib.md5()
-    with Path.open(file_name, "rb") as f:
-        for chunk in iter(lambda: f.read(4096), b""):
-            hash_md5.update(chunk)
-
-    return base64.b64encode(hash_md5.digest()).decode("utf8")
-
-
-def compute_sha256(file_name: Path) -> str:
-    hash_sha256 = hashlib.sha256()
-    with Path.open(file_name, "rb") as f:
-        for chunk in iter(lambda: f.read(4096), b""):
-            hash_sha256.update(chunk)
-
-    return base64.b64encode(hash_sha256.digest()).decode("utf8")
-
-
-def create_zip_and_get_sha256(files_to_zip: List[Path], output_zip_path: Path) -> str:
-    """Create a zip file from given files and return its SHA256 hash."""
-    with zipfile.ZipFile(output_zip_path, "w") as zipf:
-        for file_path in files_to_zip:
-            if file_path.exists():
-                zipf.write(filename=file_path, arcname=file_path.name)
-
-    zip_sha256 = compute_sha256(output_zip_path)
-    return zip_sha256
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/gcs.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/gcs.py
deleted file mode 100644
index 89fbc059653e..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/gcs.py
+++ /dev/null
@@ -1,36 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import os
-from typing import Optional
-
-from google.cloud import storage
-from google.oauth2 import service_account
-
-
-def get_gcs_storage_client(gcs_creds: Optional[str] = None) -> storage.Client:
-    """Get the GCS storage client using credentials form GCS_CREDENTIALS env variable."""
-    gcs_creds = os.environ.get("GCS_CREDENTIALS") if not gcs_creds else gcs_creds
-    if not gcs_creds:
-        raise ValueError("Please set the GCS_CREDENTIALS env var.")
-
-    service_account_info = json.loads(gcs_creds)
-    credentials = service_account.Credentials.from_service_account_info(service_account_info)
-    return storage.Client(credentials=credentials)
-
-
-def safe_read_gcs_file(gcs_blob: storage.Blob) -> Optional[str]:
-    """Read the connector metrics jsonl blob.
-
-    Args:
-        gcs_blob (storage.Blob): The blob.
-
-    Returns:
-        dict: The metrics.
-    """
-    if not gcs_blob.exists():
-        return None
-
-    return gcs_blob.download_as_string().decode("utf-8")
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/object_helpers.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/object_helpers.py
deleted file mode 100644
index 96ba5d72b905..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/object_helpers.py
+++ /dev/null
@@ -1,47 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-
-import copy
-from enum import EnumMeta
-
-
-def deep_copy_params(to_call):
-    def f(*args, **kwargs):
-        return to_call(*copy.deepcopy(args), **copy.deepcopy(kwargs))
-
-    return f
-
-
-class CaseInsensitiveKeys(EnumMeta):
-    """A metaclass for creating enums with case-insensitive keys."""
-
-    def __getitem__(cls, item):
-        try:
-            return super().__getitem__(item)
-        except Exception:
-            for key in cls._member_map_:
-                if key.casefold() == item.casefold():
-                    return super().__getitem__(key)
-
-
-def default_none_to_dict(value, key, obj):
-    """Set the value of a key in a dictionary to an empty dictionary if the value is None.
-
-    Useful with pydash's set_with function.
-
-    e.g. set_with(obj, key, value, default_none_to_dict)
-
-    For more information, see https://github.com/dgilland/pydash/issues/122
-
-    Args:
-        value: The value to check.
-        key: The key to set in the dictionary.
-        obj: The dictionary to set the key in.
-    """
-    if obj is None:
-        return
-
-    if value is None:
-        obj[key] = {}
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/slack.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/slack.py
deleted file mode 100644
index 977673e20d61..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/helpers/slack.py
+++ /dev/null
@@ -1,55 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import logging
-import os
-from typing import Generator, Optional
-
-from slack_sdk import WebClient
-
-from metadata_service.constants import SLACK_NOTIFICATIONS_ENABLED
-
-logger = logging.getLogger(__name__)
-
-
-def _chunk_messages(message: str) -> Generator[str, None, None]:
-    """Split message into messages with no more than 3992 chars each. Slack will automatically split any messages that are 4000 chars or more."""
-    slack_message_char_limit = 3992
-    msg = ""
-    for line in message.splitlines():
-        if len(msg + line + "\n") > slack_message_char_limit:
-            yield msg
-        msg += line + "\n"
-    yield msg
-
-
-def send_slack_message(channel: str, message: str, enable_code_block_wrapping: bool = False) -> tuple[bool, Optional[str]]:
-    """
-    Send a slack message to the given channel.
-
-    Args:
-        channel (str): The channel to send the message to.
-        message (str): The message to send.
-
-    Returns:
-        tuple[bool, str]: (success, error_message)
-    """
-    if (slack_token := os.environ.get("SLACK_TOKEN")) and SLACK_NOTIFICATIONS_ENABLED == "true":
-        # Ensure that a failure to send a slack message does not cause the pipeline to fail
-        try:
-            slack_client = WebClient(token=slack_token)
-            for message_chunk in _chunk_messages(message):
-                if enable_code_block_wrapping:
-                    message_chunk = f"```{message_chunk}```"
-
-                slack_client.chat_postMessage(channel=channel, text=message_chunk)
-            return True, None
-        except Exception as e:
-            logger.error(f"Failed to send slack message: {e}")
-            return False, str(e)
-    elif not slack_token:
-        logger.info("Slack token is not set - skipping message send")
-    else:
-        logger.info("Slack notifications are disabled - skipping message send")
-    return True, None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ActorDefinitionResourceRequirements.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ActorDefinitionResourceRequirements.py
deleted file mode 100644
index 1f6e484eef73..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ActorDefinitionResourceRequirements.py
+++ /dev/null
@@ -1,54 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ActorDefinitionResourceRequirements.yaml
-
-from __future__ import annotations
-
-from typing import List, Optional
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/AirbyteInternal.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/AirbyteInternal.py
deleted file mode 100644
index 60cd440cc218..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/AirbyteInternal.py
+++ /dev/null
@@ -1,22 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  AirbyteInternal.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class AirbyteInternal(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sl: Optional[Literal[0, 100, 200, 300]] = None
-    ql: Optional[Literal[0, 100, 200, 300, 400, 500, 600]] = None
-    isEnterprise: Optional[bool] = False
-    requireVersionIncrementsInPullRequests: Optional[bool] = Field(
-        True,
-        description="When false, version increment checks will be skipped for this connector",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/AllowedHosts.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/AllowedHosts.py
deleted file mode 100644
index ce4534f3adca..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/AllowedHosts.py
+++ /dev/null
@@ -1,18 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  AllowedHosts.yaml
-
-from __future__ import annotations
-
-from typing import List, Optional
-
-from pydantic import BaseModel, Extra, Field
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorBreakingChanges.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorBreakingChanges.py
deleted file mode 100644
index b0df13b93210..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorBreakingChanges.py
+++ /dev/null
@@ -1,65 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorBreakingChanges.yaml
-
-from __future__ import annotations
-
-from datetime import date
-from typing import Dict, List, Optional
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, constr
-from typing_extensions import Literal
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorBuildOptions.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorBuildOptions.py
deleted file mode 100644
index ad7a10d5ab56..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorBuildOptions.py
+++ /dev/null
@@ -1,15 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorBuildOptions.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra
-
-
-class ConnectorBuildOptions(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    baseImage: Optional[str] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorIPCOptions.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorIPCOptions.py
deleted file mode 100644
index 63a5d58f3408..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorIPCOptions.py
+++ /dev/null
@@ -1,25 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorIPCOptions.yaml
-
-from __future__ import annotations
-
-from typing import List
-
-from pydantic import BaseModel, Extra
-from typing_extensions import Literal
-
-
-class DataChannel(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    version: str
-    supportedSerialization: List[Literal["JSONL", "PROTOBUF"]]
-    supportedTransport: List[Literal["STDIO", "SOCKET"]]
-
-
-class ConnectorIPCOptions(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    dataChannel: DataChannel
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.json b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.json
deleted file mode 100644
index aa7a75351f55..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.json
+++ /dev/null
@@ -1,897 +0,0 @@
-{
-  "$schema": "http://json-schema.org/draft-07/schema#",
-  "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/ConnectorMetadataDefinitionV0.yml",
-  "title": "ConnectorMetadataDefinitionV0",
-  "description": "describes the metadata of a connector",
-  "type": "object",
-  "required": [
-    "metadataSpecVersion",
-    "data"
-  ],
-  "additionalProperties": false,
-  "properties": {
-    "metadataSpecVersion": {
-      "type": "string"
-    },
-    "data": {
-      "type": "object",
-      "required": [
-        "name",
-        "definitionId",
-        "connectorType",
-        "dockerRepository",
-        "dockerImageTag",
-        "license",
-        "documentationUrl",
-        "githubIssueLabel",
-        "connectorSubtype",
-        "releaseStage"
-      ],
-      "additionalProperties": false,
-      "properties": {
-        "name": {
-          "type": "string"
-        },
-        "icon": {
-          "type": "string"
-        },
-        "definitionId": {
-          "type": "string",
-          "format": "uuid"
-        },
-        "connectorBuildOptions": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBuildOptions.yaml",
-          "title": "ConnectorBuildOptions",
-          "description": "metadata specific to the build process.",
-          "type": "object",
-          "additionalProperties": false,
-          "properties": {
-            "baseImage": {
-              "type": "string"
-            }
-          }
-        },
-        "connectorTestSuitesOptions": {
-          "type": "array",
-          "items": {
-            "$schema": "http://json-schema.org/draft-07/schema#",
-            "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorTestOptions.yaml",
-            "title": "ConnectorTestSuiteOptions",
-            "description": "Options for a specific connector test suite.",
-            "type": "object",
-            "required": [
-              "suite"
-            ],
-            "additionalProperties": false,
-            "properties": {
-              "suite": {
-                "description": "Name of the configured test suite",
-                "type": "string",
-                "enum": [
-                  "unitTests",
-                  "integrationTests",
-                  "acceptanceTests",
-                  "liveTests"
-                ]
-              },
-              "testSecrets": {
-                "description": "List of secrets required to run the test suite",
-                "type": "array",
-                "items": {
-                  "$schema": "http://json-schema.org/draft-07/schema#",
-                  "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/Secret.yaml",
-                  "title": "Secret",
-                  "description": "An object describing a secret's metadata",
-                  "type": "object",
-                  "required": [
-                    "name",
-                    "secretStore"
-                  ],
-                  "additionalProperties": false,
-                  "properties": {
-                    "name": {
-                      "type": "string",
-                      "description": "The secret name in the secret store"
-                    },
-                    "fileName": {
-                      "type": "string",
-                      "description": "The name of the file to which the secret value would be persisted"
-                    },
-                    "secretStore": {
-                      "$schema": "http://json-schema.org/draft-07/schema#",
-                      "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SecretStore.yaml",
-                      "title": "SecretStore",
-                      "description": "An object describing a secret store metadata",
-                      "type": "object",
-                      "additionalProperties": false,
-                      "properties": {
-                        "alias": {
-                          "type": "string",
-                          "description": "The alias of the secret store which can map to its actual secret address"
-                        },
-                        "type": {
-                          "type": "string",
-                          "description": "The type of the secret store",
-                          "enum": [
-                            "GSM"
-                          ]
-                        }
-                      }
-                    }
-                  }
-                }
-              },
-              "testConnections": {
-                "description": "List of sandbox cloud connections that tests can be run against",
-                "type": "array",
-                "items": {
-                  "$schema": "http://json-schema.org/draft-07/schema#",
-                  "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/TestConnections.yaml",
-                  "title": "TestConnections",
-                  "description": "List of sandbox cloud connections that tests can be run against",
-                  "type": "object",
-                  "required": [
-                    "name",
-                    "id"
-                  ],
-                  "additionalProperties": false,
-                  "properties": {
-                    "name": {
-                      "type": "string",
-                      "description": "The connection name"
-                    },
-                    "id": {
-                      "type": "string",
-                      "description": "The connection ID"
-                    }
-                  }
-                }
-              }
-            }
-          }
-        },
-        "connectorType": {
-          "type": "string",
-          "enum": [
-            "destination",
-            "source"
-          ]
-        },
-        "dockerRepository": {
-          "type": "string"
-        },
-        "dockerImageTag": {
-          "type": "string"
-        },
-        "supportsDbt": {
-          "type": "boolean"
-        },
-        "supportsNormalization": {
-          "type": "boolean"
-        },
-        "license": {
-          "type": "string"
-        },
-        "documentationUrl": {
-          "type": "string",
-          "format": "uri"
-        },
-        "externalDocumentationUrls": {
-          "type": "array",
-          "description": "An array of external vendor documentation URLs (changelogs, API references, deprecation notices, etc.)",
-          "items": {
-            "type": "object",
-            "required": [
-              "title",
-              "url"
-            ],
-            "additionalProperties": false,
-            "properties": {
-              "title": {
-                "type": "string",
-                "description": "Display title for the documentation link"
-              },
-              "url": {
-                "type": "string",
-                "format": "uri",
-                "description": "URL to the external documentation"
-              },
-              "type": {
-                "type": "string",
-                "description": "Category of documentation",
-                "enum": [
-                  "api_deprecations",
-                  "api_reference",
-                  "api_release_history",
-                  "authentication_guide",
-                  "data_model_reference",
-                  "developer_community",
-                  "migration_guide",
-                  "openapi_spec",
-                  "other",
-                  "permissions_scopes",
-                  "rate_limits",
-                  "sql_reference",
-                  "status_page"
-                ]
-              },
-              "requiresLogin": {
-                "type": "boolean",
-                "description": "Whether the URL requires authentication to access",
-                "default": false
-              }
-            }
-          }
-        },
-        "githubIssueLabel": {
-          "type": "string"
-        },
-        "maxSecondsBetweenMessages": {
-          "description": "Maximum delay between 2 airbyte protocol messages, in second. The source will timeout if this delay is reached",
-          "type": "integer"
-        },
-        "releaseDate": {
-          "description": "The date when this connector was first released, in yyyy-mm-dd format.",
-          "type": "string",
-          "format": "date"
-        },
-        "protocolVersion": {
-          "type": "string",
-          "description": "the Airbyte Protocol version supported by the connector"
-        },
-        "erdUrl": {
-          "type": "string",
-          "description": "The URL where you can visualize the ERD"
-        },
-        "connectorSubtype": {
-          "type": "string",
-          "enum": [
-            "api",
-            "database",
-            "datalake",
-            "file",
-            "custom",
-            "message_queue",
-            "unknown",
-            "vectorstore"
-          ]
-        },
-        "releaseStage": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte-platform/blob/main/airbyte-config/config-models/src/main/resources/types/ReleaseStage.yaml",
-          "title": "ReleaseStage",
-          "description": "enum that describes a connector's release stage",
-          "type": "string",
-          "enum": [
-            "alpha",
-            "beta",
-            "generally_available",
-            "custom"
-          ]
-        },
-        "supportLevel": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/SupportLevel.yaml",
-          "title": "SupportLevel",
-          "description": "enum that describes a connector's release stage",
-          "type": "string",
-          "enum": [
-            "community",
-            "certified",
-            "archived"
-          ]
-        },
-        "tags": {
-          "type": "array",
-          "description": "An array of tags that describe the connector. E.g: language:python, keyword:rds, etc.",
-          "items": {
-            "type": "string"
-          },
-          "default": []
-        },
-        "registryOverrides": {
-          "anyOf": [
-            {
-              "type": "object",
-              "additionalProperties": false,
-              "properties": {
-                "oss": {
-                  "anyOf": [
-                    {
-                      "$schema": "http://json-schema.org/draft-07/schema#",
-                      "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/RegistryOverrides.yml",
-                      "title": "RegistryOverrides",
-                      "description": "describes the overrides per registry of a connector",
-                      "type": "object",
-                      "additionalProperties": false,
-                      "required": [
-                        "enabled"
-                      ],
-                      "properties": {
-                        "enabled": {
-                          "type": "boolean",
-                          "default": false
-                        },
-                        "name": {
-                          "type": "string"
-                        },
-                        "dockerRepository": {
-                          "type": "string"
-                        },
-                        "dockerImageTag": {
-                          "type": "string"
-                        },
-                        "supportsDbt": {
-                          "type": "boolean"
-                        },
-                        "supportsNormalization": {
-                          "type": "boolean"
-                        },
-                        "license": {
-                          "type": "string"
-                        },
-                        "documentationUrl": {
-                          "type": "string",
-                          "format": "uri"
-                        },
-                        "connectorSubtype": {
-                          "type": "string"
-                        },
-                        "allowedHosts": {
-                          "$ref": "#/properties/data/properties/allowedHosts"
-                        },
-                        "normalizationConfig": {
-                          "$ref": "#/properties/data/properties/normalizationConfig"
-                        },
-                        "suggestedStreams": {
-                          "$ref": "#/properties/data/properties/suggestedStreams"
-                        },
-                        "resourceRequirements": {
-                          "$ref": "#/properties/data/properties/resourceRequirements"
-                        }
-                      }
-                    }
-                  ]
-                },
-                "cloud": {
-                  "anyOf": [
-                    {
-                      "$ref": "#/properties/data/properties/registryOverrides/anyOf/0/properties/oss/anyOf/0"
-                    }
-                  ]
-                }
-              }
-            }
-          ]
-        },
-        "allowedHosts": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AllowedHosts.yaml",
-          "title": "AllowedHosts",
-          "description": "A connector's allowed hosts.  If present, the platform will limit communication to only hosts which are listed in `AllowedHosts.hosts`.",
-          "type": "object",
-          "additionalProperties": true,
-          "properties": {
-            "hosts": {
-              "type": "array",
-              "description": "An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-              "items": {
-                "type": "string"
-              }
-            }
-          }
-        },
-        "releases": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorReleases.yaml",
-          "title": "ConnectorReleases",
-          "description": "Contains information about different types of releases for a connector.",
-          "type": "object",
-          "additionalProperties": false,
-          "properties": {
-            "rolloutConfiguration": {
-              "$schema": "http://json-schema.org/draft-07/schema#",
-              "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RolloutConfiguration.yaml",
-              "title": "RolloutConfiguration",
-              "description": "configuration for the rollout of a connector",
-              "type": "object",
-              "additionalProperties": false,
-              "properties": {
-                "enableProgressiveRollout": {
-                  "type": "boolean",
-                  "default": false,
-                  "description": "Whether to enable progressive rollout for the connector."
-                },
-                "initialPercentage": {
-                  "type": "integer",
-                  "minimum": 0,
-                  "maximum": 100,
-                  "default": 0,
-                  "description": "The percentage of users that should receive the new version initially."
-                },
-                "maxPercentage": {
-                  "type": "integer",
-                  "minimum": 0,
-                  "maximum": 100,
-                  "default": 50,
-                  "description": "The percentage of users who should receive the release candidate during the test phase before full rollout."
-                },
-                "advanceDelayMinutes": {
-                  "type": "integer",
-                  "minimum": 10,
-                  "default": 10,
-                  "description": "The number of minutes to wait before advancing the rollout percentage."
-                }
-              }
-            },
-            "breakingChanges": {
-              "$schema": "http://json-schema.org/draft-07/schema#",
-              "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBreakingChanges.yaml",
-              "title": "ConnectorBreakingChanges",
-              "description": "Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-              "type": "object",
-              "additionalProperties": false,
-              "minProperties": 1,
-              "patternProperties": {
-                "^\\d+\\.\\d+\\.\\d+$": {
-                  "$ref": "#/properties/data/properties/releases/properties/breakingChanges/definitions/VersionBreakingChange"
-                }
-              },
-              "definitions": {
-                "VersionBreakingChange": {
-                  "description": "Contains information about a breaking change, including the deadline to upgrade and a message detailing the change.",
-                  "type": "object",
-                  "additionalProperties": false,
-                  "required": [
-                    "upgradeDeadline",
-                    "message"
-                  ],
-                  "properties": {
-                    "upgradeDeadline": {
-                      "description": "The deadline by which to upgrade before the breaking change takes effect.",
-                      "type": "string",
-                      "format": "date"
-                    },
-                    "message": {
-                      "description": "Descriptive message detailing the breaking change.",
-                      "type": "string"
-                    },
-                    "deadlineAction": {
-                      "description": "Action to do when the deadline is reached.",
-                      "type": "string",
-                      "enum": [
-                        "auto_upgrade",
-                        "disable"
-                      ]
-                    },
-                    "migrationDocumentationUrl": {
-                      "description": "URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-                      "type": "string",
-                      "format": "uri"
-                    },
-                    "scopedImpact": {
-                      "description": "List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-                      "type": "array",
-                      "minItems": 1,
-                      "items": {
-                        "$ref": "#/properties/data/properties/releases/properties/breakingChanges/definitions/BreakingChangeScope"
-                      }
-                    }
-                  }
-                },
-                "BreakingChangeScope": {
-                  "description": "A scope that can be used to limit the impact of a breaking change.",
-                  "type": "object",
-                  "oneOf": [
-                    {
-                      "$ref": "#/properties/data/properties/releases/properties/breakingChanges/definitions/StreamBreakingChangeScope"
-                    }
-                  ]
-                },
-                "StreamBreakingChangeScope": {
-                  "description": "A scope that can be used to limit the impact of a breaking change to specific streams.",
-                  "type": "object",
-                  "additionalProperties": false,
-                  "required": [
-                    "scopeType",
-                    "impactedScopes"
-                  ],
-                  "properties": {
-                    "scopeType": {
-                      "type": "string",
-                      "const": "stream"
-                    },
-                    "impactedScopes": {
-                      "description": "List of streams that are impacted by the breaking change.",
-                      "type": "array",
-                      "minItems": 1,
-                      "items": {
-                        "type": "string"
-                      }
-                    }
-                  }
-                }
-              }
-            },
-            "migrationDocumentationUrl": {
-              "description": "URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-              "type": "string",
-              "format": "uri"
-            }
-          }
-        },
-        "normalizationConfig": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/NormalizationDestinationDefinitionConfig.yaml",
-          "title": "NormalizationDestinationDefinitionConfig",
-          "description": "describes a normalization config for destination definition",
-          "type": "object",
-          "required": [
-            "normalizationRepository",
-            "normalizationTag",
-            "normalizationIntegrationType"
-          ],
-          "additionalProperties": true,
-          "properties": {
-            "normalizationRepository": {
-              "type": "string",
-              "description": "a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used."
-            },
-            "normalizationTag": {
-              "type": "string",
-              "description": "a field indicating the tag of the docker repository to be used for normalization."
-            },
-            "normalizationIntegrationType": {
-              "type": "string",
-              "description": "a field indicating the type of integration dialect to use for normalization."
-            }
-          }
-        },
-        "suggestedStreams": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SuggestedStreams.yaml",
-          "title": "SuggestedStreams",
-          "description": "A source's suggested streams.  These will be suggested by default for new connections using this source.  Otherwise, all streams will be selected.  This is useful for when your source has a lot of streams, but the average user will only want a subset of them synced.",
-          "type": "object",
-          "additionalProperties": true,
-          "properties": {
-            "streams": {
-              "type": "array",
-              "description": "An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-              "items": {
-                "type": "string"
-              }
-            }
-          }
-        },
-        "resourceRequirements": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ActorDefinitionResourceRequirements.yaml",
-          "title": "ActorDefinitionResourceRequirements",
-          "description": "actor definition specific resource requirements",
-          "type": "object",
-          "additionalProperties": false,
-          "properties": {
-            "default": {
-              "description": "if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-              "$ref": "#/properties/data/properties/resourceRequirements/definitions/JobTypeResourceLimit/properties/resourceRequirements"
-            },
-            "jobSpecific": {
-              "type": "array",
-              "items": {
-                "$ref": "#/properties/data/properties/resourceRequirements/definitions/JobTypeResourceLimit"
-              }
-            }
-          },
-          "definitions": {
-            "JobTypeResourceLimit": {
-              "description": "sets resource requirements for a specific job type for an actor definition. these values override the default, if both are set.",
-              "type": "object",
-              "additionalProperties": false,
-              "required": [
-                "jobType",
-                "resourceRequirements"
-              ],
-              "properties": {
-                "jobType": {
-                  "$schema": "http://json-schema.org/draft-07/schema#",
-                  "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/JobType.yaml",
-                  "title": "JobType",
-                  "description": "enum that describes the different types of jobs that the platform runs.",
-                  "type": "string",
-                  "enum": [
-                    "get_spec",
-                    "check_connection",
-                    "discover_schema",
-                    "sync",
-                    "reset_connection",
-                    "connection_updater",
-                    "replicate"
-                  ]
-                },
-                "resourceRequirements": {
-                  "$schema": "http://json-schema.org/draft-07/schema#",
-                  "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ResourceRequirements.yaml",
-                  "title": "ResourceRequirements",
-                  "description": "generic configuration for pod source requirements",
-                  "type": "object",
-                  "additionalProperties": false,
-                  "properties": {
-                    "cpu_request": {
-                      "type": "string"
-                    },
-                    "cpu_limit": {
-                      "type": "string"
-                    },
-                    "memory_request": {
-                      "type": "string"
-                    },
-                    "memory_limit": {
-                      "type": "string"
-                    }
-                  }
-                }
-              }
-            }
-          }
-        },
-        "ab_internal": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/AirbyteInternal.yml",
-          "title": "AirbyteInternal",
-          "description": "Fields for internal use only",
-          "type": "object",
-          "additionalProperties": true,
-          "properties": {
-            "sl": {
-              "type": "integer",
-              "enum": [
-                0,
-                100,
-                200,
-                300
-              ]
-            },
-            "ql": {
-              "type": "integer",
-              "enum": [
-                0,
-                100,
-                200,
-                300,
-                400,
-                500,
-                600
-              ]
-            },
-            "isEnterprise": {
-              "type": "boolean",
-              "default": false
-            },
-            "requireVersionIncrementsInPullRequests": {
-              "type": "boolean",
-              "default": true,
-              "description": "When false, version increment checks will be skipped for this connector"
-            }
-          }
-        },
-        "remoteRegistries": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/RemoteRegistries.yml",
-          "title": "RemoteRegistries",
-          "description": "describes how the connector is published to remote registries",
-          "type": "object",
-          "additionalProperties": false,
-          "properties": {
-            "pypi": {
-              "$ref": "#/properties/data/properties/remoteRegistries/definitions/PyPi"
-            }
-          },
-          "definitions": {
-            "PyPi": {
-              "title": "PyPi",
-              "description": "describes the PyPi publishing options",
-              "type": "object",
-              "additionalProperties": false,
-              "required": [
-                "enabled",
-                "packageName"
-              ],
-              "properties": {
-                "enabled": {
-                  "type": "boolean"
-                },
-                "packageName": {
-                  "type": "string",
-                  "description": "The name of the package on PyPi."
-                }
-              }
-            }
-          }
-        },
-        "supportsRefreshes": {
-          "type": "boolean",
-          "default": false
-        },
-        "generated": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/GeneratedFields.yaml",
-          "title": "GeneratedFields",
-          "description": "Optional schema for fields generated at metadata upload time",
-          "type": "object",
-          "properties": {
-            "git": {
-              "$schema": "http://json-schema.org/draft-07/schema#",
-              "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GitInfo.yaml",
-              "title": "GitInfo",
-              "description": "Information about the author of the last commit that modified this file. DO NOT DEFINE THIS FIELD MANUALLY. It will be overwritten by the CI.",
-              "type": "object",
-              "additionalProperties": false,
-              "properties": {
-                "commit_sha": {
-                  "type": "string",
-                  "description": "The git commit sha of the last commit that modified this file."
-                },
-                "commit_timestamp": {
-                  "type": "string",
-                  "format": "date-time",
-                  "description": "The git commit timestamp of the last commit that modified this file."
-                },
-                "commit_author": {
-                  "type": "string",
-                  "description": "The git commit author of the last commit that modified this file."
-                },
-                "commit_author_email": {
-                  "type": "string",
-                  "description": "The git commit author email of the last commit that modified this file."
-                }
-              }
-            },
-            "source_file_info": {
-              "$schema": "http://json-schema.org/draft-07/schema#",
-              "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/SourceFileInfo.yaml",
-              "title": "SourceFileInfo",
-              "description": "Information about the source file that generated the registry entry",
-              "type": "object",
-              "properties": {
-                "metadata_etag": {
-                  "type": "string"
-                },
-                "metadata_file_path": {
-                  "type": "string"
-                },
-                "metadata_bucket_name": {
-                  "type": "string"
-                },
-                "metadata_last_modified": {
-                  "type": "string"
-                },
-                "registry_entry_generated_at": {
-                  "type": "string"
-                }
-              }
-            },
-            "metrics": {
-              "$schema": "http://json-schema.org/draft-07/schema#",
-              "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/ConnectorMetrics.yaml",
-              "title": "ConnectorMetrics",
-              "description": "Information about the source file that generated the registry entry",
-              "type": "object",
-              "properties": {
-                "all": {
-                  "type": "ConnectorMetric"
-                },
-                "cloud": {
-                  "type": "ConnectorMetric"
-                },
-                "oss": {
-                  "type": "ConnectorMetric"
-                }
-              },
-              "definitions": {
-                "ConnectorMetric": {
-                  "type": "object",
-                  "properties": {
-                    "usage": {
-                      "oneOf": [
-                        {
-                          "type": "string"
-                        },
-                        {
-                          "type": "string",
-                          "enum": [
-                            "low",
-                            "medium",
-                            "high"
-                          ]
-                        }
-                      ]
-                    },
-                    "sync_success_rate": {
-                      "oneOf": [
-                        {
-                          "type": "string"
-                        },
-                        {
-                          "type": "string",
-                          "enum": [
-                            "low",
-                            "medium",
-                            "high"
-                          ]
-                        }
-                      ]
-                    },
-                    "connector_version": {
-                      "type": "string"
-                    }
-                  },
-                  "additionalProperties": true
-                }
-              }
-            },
-            "sbomUrl": {
-              "type": "string",
-              "description": "URL to the SBOM file"
-            }
-          }
-        },
-        "supportsFileTransfer": {
-          "type": "boolean",
-          "default": false
-        },
-        "supportsDataActivation": {
-          "type": "boolean",
-          "default": false
-        },
-        "connectorIPCOptions": {
-          "$schema": "http://json-schema.org/draft-07/schema#",
-          "$id": "https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorIPCOptions.yaml",
-          "title": "ConnectorIPCOptions",
-          "type": "object",
-          "required": [
-            "dataChannel"
-          ],
-          "additionalProperties": false,
-          "properties": {
-            "dataChannel": {
-              "type": "object",
-              "required": [
-                "version",
-                "supportedSerialization",
-                "supportedTransport"
-              ],
-              "additionalProperties": false,
-              "properties": {
-                "version": {
-                  "type": "string"
-                },
-                "supportedSerialization": {
-                  "type": "array",
-                  "items": {
-                    "type": "string",
-                    "enum": [
-                      "JSONL",
-                      "PROTOBUF"
-                    ]
-                  }
-                },
-                "supportedTransport": {
-                  "type": "array",
-                  "items": {
-                    "type": "string",
-                    "enum": [
-                      "STDIO",
-                      "SOCKET"
-                    ]
-                  }
-                }
-              }
-            }
-          }
-        }
-      }
-    }
-  }
-}
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.py
deleted file mode 100644
index 347ee83fa23c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.py
+++ /dev/null
@@ -1,479 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorMetadataDefinitionV0.yaml
-
-from __future__ import annotations
-
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Union
-from uuid import UUID
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, conint, constr
-from typing_extensions import Literal
-
-
-class ExternalDocumentationUrl(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    title: str = Field(..., description="Display title for the documentation link")
-    url: AnyUrl = Field(..., description="URL to the external documentation")
-    type: Optional[
-        Literal[
-            "api_deprecations",
-            "api_reference",
-            "api_release_history",
-            "authentication_guide",
-            "data_model_reference",
-            "developer_community",
-            "migration_guide",
-            "openapi_spec",
-            "other",
-            "permissions_scopes",
-            "rate_limits",
-            "sql_reference",
-            "status_page",
-        ]
-    ] = Field(None, description="Category of documentation")
-    requiresLogin: Optional[bool] = Field(
-        False, description="Whether the URL requires authentication to access"
-    )
-
-
-class ConnectorBuildOptions(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    baseImage: Optional[str] = None
-
-
-class SecretStore(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    alias: Optional[str] = Field(
-        None,
-        description="The alias of the secret store which can map to its actual secret address",
-    )
-    type: Optional[Literal["GSM"]] = Field(
-        None, description="The type of the secret store"
-    )
-
-
-class TestConnections(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str = Field(..., description="The connection name")
-    id: str = Field(..., description="The connection ID")
-
-
-class ReleaseStage(BaseModel):
-    __root__: Literal["alpha", "beta", "generally_available", "custom"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="ReleaseStage",
-    )
-
-
-class SupportLevel(BaseModel):
-    __root__: Literal["community", "certified", "archived"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="SupportLevel",
-    )
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class AirbyteInternal(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sl: Optional[Literal[0, 100, 200, 300]] = None
-    ql: Optional[Literal[0, 100, 200, 300, 400, 500, 600]] = None
-    isEnterprise: Optional[bool] = False
-    requireVersionIncrementsInPullRequests: Optional[bool] = Field(
-        True,
-        description="When false, version increment checks will be skipped for this connector",
-    )
-
-
-class PyPi(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enabled: bool
-    packageName: str = Field(..., description="The name of the package on PyPi.")
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
-
-
-class DataChannel(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    version: str
-    supportedSerialization: List[Literal["JSONL", "PROTOBUF"]]
-    supportedTransport: List[Literal["STDIO", "SOCKET"]]
-
-
-class ConnectorIPCOptions(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    dataChannel: DataChannel
-
-
-class Secret(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str = Field(..., description="The secret name in the secret store")
-    fileName: Optional[str] = Field(
-        None,
-        description="The name of the file to which the secret value would be persisted",
-    )
-    secretStore: SecretStore
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class RemoteRegistries(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    pypi: Optional[PyPi] = None
-
-
-class GeneratedFields(BaseModel):
-    git: Optional[GitInfo] = None
-    source_file_info: Optional[SourceFileInfo] = None
-    metrics: Optional[ConnectorMetrics] = None
-    sbomUrl: Optional[str] = Field(None, description="URL to the SBOM file")
-
-
-class ConnectorTestSuiteOptions(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    suite: Literal["unitTests", "integrationTests", "acceptanceTests", "liveTests"] = (
-        Field(..., description="Name of the configured test suite")
-    )
-    testSecrets: Optional[List[Secret]] = Field(
-        None, description="List of secrets required to run the test suite"
-    )
-    testConnections: Optional[List[TestConnections]] = Field(
-        None,
-        description="List of sandbox cloud connections that tests can be run against",
-    )
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class RegistryOverrides(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enabled: bool
-    name: Optional[str] = None
-    dockerRepository: Optional[str] = None
-    dockerImageTag: Optional[str] = None
-    supportsDbt: Optional[bool] = None
-    supportsNormalization: Optional[bool] = None
-    license: Optional[str] = None
-    documentationUrl: Optional[AnyUrl] = None
-    connectorSubtype: Optional[str] = None
-    allowedHosts: Optional[AllowedHosts] = None
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
-
-
-class RegistryOverride(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    oss: Optional[RegistryOverrides] = None
-    cloud: Optional[RegistryOverrides] = None
-
-
-class ConnectorReleases(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    rolloutConfiguration: Optional[RolloutConfiguration] = None
-    breakingChanges: Optional[ConnectorBreakingChanges] = None
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-    )
-
-
-class Data(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str
-    icon: Optional[str] = None
-    definitionId: UUID
-    connectorBuildOptions: Optional[ConnectorBuildOptions] = None
-    connectorTestSuitesOptions: Optional[List[ConnectorTestSuiteOptions]] = None
-    connectorType: Literal["destination", "source"]
-    dockerRepository: str
-    dockerImageTag: str
-    supportsDbt: Optional[bool] = None
-    supportsNormalization: Optional[bool] = None
-    license: str
-    documentationUrl: AnyUrl
-    externalDocumentationUrls: Optional[List[ExternalDocumentationUrl]] = Field(
-        None,
-        description="An array of external vendor documentation URLs (changelogs, API references, deprecation notices, etc.)",
-    )
-    githubIssueLabel: str
-    maxSecondsBetweenMessages: Optional[int] = Field(
-        None,
-        description="Maximum delay between 2 airbyte protocol messages, in second. The source will timeout if this delay is reached",
-    )
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    erdUrl: Optional[str] = Field(
-        None, description="The URL where you can visualize the ERD"
-    )
-    connectorSubtype: Literal[
-        "api",
-        "database",
-        "datalake",
-        "file",
-        "custom",
-        "message_queue",
-        "unknown",
-        "vectorstore",
-    ]
-    releaseStage: ReleaseStage
-    supportLevel: Optional[SupportLevel] = None
-    tags: Optional[List[str]] = Field(
-        [],
-        description="An array of tags that describe the connector. E.g: language:python, keyword:rds, etc.",
-    )
-    registryOverrides: Optional[RegistryOverride] = None
-    allowedHosts: Optional[AllowedHosts] = None
-    releases: Optional[ConnectorReleases] = None
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    remoteRegistries: Optional[RemoteRegistries] = None
-    supportsRefreshes: Optional[bool] = False
-    generated: Optional[GeneratedFields] = None
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-    connectorIPCOptions: Optional[ConnectorIPCOptions] = None
-
-
-class ConnectorMetadataDefinitionV0(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    metadataSpecVersion: str
-    data: Data
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetrics.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetrics.py
deleted file mode 100644
index 33a9f1ba0668..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetrics.py
+++ /dev/null
@@ -1,24 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorMetrics.yaml
-
-from __future__ import annotations
-
-from typing import Any, Optional, Union
-
-from pydantic import BaseModel, Extra
-from typing_extensions import Literal
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorPackageInfo.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorPackageInfo.py
deleted file mode 100644
index e4496fa446b5..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorPackageInfo.py
+++ /dev/null
@@ -1,12 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorPackageInfo.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel
-
-
-class ConnectorPackageInfo(BaseModel):
-    cdk_version: Optional[str] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryDestinationDefinition.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryDestinationDefinition.py
deleted file mode 100644
index 09b5baee491c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryDestinationDefinition.py
+++ /dev/null
@@ -1,407 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorRegistryDestinationDefinition.yaml
-
-from __future__ import annotations
-
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Union
-from uuid import UUID
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, conint, constr
-from typing_extensions import Literal
-
-
-class ReleaseStage(BaseModel):
-    __root__: Literal["alpha", "beta", "generally_available", "custom"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="ReleaseStage",
-    )
-
-
-class SupportLevel(BaseModel):
-    __root__: Literal["community", "certified", "archived"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="SupportLevel",
-    )
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
-
-
-class AirbyteInternal(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sl: Optional[Literal[0, 100, 200, 300]] = None
-    ql: Optional[Literal[0, 100, 200, 300, 400, 500, 600]] = None
-    isEnterprise: Optional[bool] = False
-    requireVersionIncrementsInPullRequests: Optional[bool] = Field(
-        True,
-        description="When false, version increment checks will be skipped for this connector",
-    )
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
-
-
-class ConnectorPackageInfo(BaseModel):
-    cdk_version: Optional[str] = None
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class GeneratedFields(BaseModel):
-    git: Optional[GitInfo] = None
-    source_file_info: Optional[SourceFileInfo] = None
-    metrics: Optional[ConnectorMetrics] = None
-    sbomUrl: Optional[str] = Field(None, description="URL to the SBOM file")
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
-
-
-class ConnectorRegistryDestinationDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    destinationDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    tags: Optional[List[str]] = Field(
-        None,
-        description="An array of tags that describe the connector. E.g: language:python, keyword:rds, etc.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    supportsDbt: Optional[bool] = Field(
-        None,
-        description="an optional flag indicating whether DBT is used in the normalization. If the flag value is NULL - DBT is not used.",
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    supportsRefreshes: Optional[bool] = False
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-
-
-class ConnectorRegistryReleases(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    releaseCandidates: Optional[ConnectorReleaseCandidates] = None
-    rolloutConfiguration: Optional[RolloutConfiguration] = None
-    breakingChanges: Optional[ConnectorBreakingChanges] = None
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-    )
-
-
-class ConnectorReleaseCandidates(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[
-        constr(regex=r"^\d+\.\d+\.\d+(-[0-9A-Za-z-.]+)?$"), VersionReleaseCandidate
-    ] = Field(
-        ...,
-        description="Each entry denotes a release candidate version of a connector.",
-    )
-
-
-class VersionReleaseCandidate(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Union[
-        ConnectorRegistrySourceDefinition, ConnectorRegistryDestinationDefinition
-    ] = Field(
-        ...,
-        description="Contains information about a release candidate version of a connector.",
-    )
-
-
-class ConnectorRegistrySourceDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sourceDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    sourceType: Optional[Literal["api", "file", "database", "custom"]] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    maxSecondsBetweenMessages: Optional[int] = Field(
-        None,
-        description="Number of seconds allowed between 2 airbyte protocol messages. The source will timeout if this delay is reach",
-    )
-    erdUrl: Optional[str] = Field(
-        None, description="The URL where you can visualize the ERD"
-    )
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-
-
-ConnectorRegistryDestinationDefinition.update_forward_refs()
-ConnectorRegistryReleases.update_forward_refs()
-ConnectorReleaseCandidates.update_forward_refs()
-VersionReleaseCandidate.update_forward_refs()
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryReleases.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryReleases.py
deleted file mode 100644
index 4c7b94fb8fd2..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryReleases.py
+++ /dev/null
@@ -1,406 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorRegistryReleases.yaml
-
-from __future__ import annotations
-
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Union
-from uuid import UUID
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, conint, constr
-from typing_extensions import Literal
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class ReleaseStage(BaseModel):
-    __root__: Literal["alpha", "beta", "generally_available", "custom"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="ReleaseStage",
-    )
-
-
-class SupportLevel(BaseModel):
-    __root__: Literal["community", "certified", "archived"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="SupportLevel",
-    )
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
-
-
-class AirbyteInternal(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sl: Optional[Literal[0, 100, 200, 300]] = None
-    ql: Optional[Literal[0, 100, 200, 300, 400, 500, 600]] = None
-    isEnterprise: Optional[bool] = False
-    requireVersionIncrementsInPullRequests: Optional[bool] = Field(
-        True,
-        description="When false, version increment checks will be skipped for this connector",
-    )
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
-
-
-class ConnectorPackageInfo(BaseModel):
-    cdk_version: Optional[str] = None
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class GeneratedFields(BaseModel):
-    git: Optional[GitInfo] = None
-    source_file_info: Optional[SourceFileInfo] = None
-    metrics: Optional[ConnectorMetrics] = None
-    sbomUrl: Optional[str] = Field(None, description="URL to the SBOM file")
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
-
-
-class ConnectorRegistryReleases(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    releaseCandidates: Optional[ConnectorReleaseCandidates] = None
-    rolloutConfiguration: Optional[RolloutConfiguration] = None
-    breakingChanges: Optional[ConnectorBreakingChanges] = None
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-    )
-
-
-class ConnectorReleaseCandidates(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[
-        constr(regex=r"^\d+\.\d+\.\d+(-[0-9A-Za-z-.]+)?$"), VersionReleaseCandidate
-    ] = Field(
-        ...,
-        description="Each entry denotes a release candidate version of a connector.",
-    )
-
-
-class VersionReleaseCandidate(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Union[
-        ConnectorRegistrySourceDefinition, ConnectorRegistryDestinationDefinition
-    ] = Field(
-        ...,
-        description="Contains information about a release candidate version of a connector.",
-    )
-
-
-class ConnectorRegistrySourceDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sourceDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    sourceType: Optional[Literal["api", "file", "database", "custom"]] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    maxSecondsBetweenMessages: Optional[int] = Field(
-        None,
-        description="Number of seconds allowed between 2 airbyte protocol messages. The source will timeout if this delay is reach",
-    )
-    erdUrl: Optional[str] = Field(
-        None, description="The URL where you can visualize the ERD"
-    )
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-
-
-class ConnectorRegistryDestinationDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    destinationDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    tags: Optional[List[str]] = Field(
-        None,
-        description="An array of tags that describe the connector. E.g: language:python, keyword:rds, etc.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    supportsDbt: Optional[bool] = Field(
-        None,
-        description="an optional flag indicating whether DBT is used in the normalization. If the flag value is NULL - DBT is not used.",
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    supportsRefreshes: Optional[bool] = False
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-
-
-ConnectorRegistryReleases.update_forward_refs()
-ConnectorReleaseCandidates.update_forward_refs()
-VersionReleaseCandidate.update_forward_refs()
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistrySourceDefinition.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistrySourceDefinition.py
deleted file mode 100644
index 17f6573ad80e..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistrySourceDefinition.py
+++ /dev/null
@@ -1,407 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorRegistrySourceDefinition.yaml
-
-from __future__ import annotations
-
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Union
-from uuid import UUID
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, conint, constr
-from typing_extensions import Literal
-
-
-class ReleaseStage(BaseModel):
-    __root__: Literal["alpha", "beta", "generally_available", "custom"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="ReleaseStage",
-    )
-
-
-class SupportLevel(BaseModel):
-    __root__: Literal["community", "certified", "archived"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="SupportLevel",
-    )
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
-
-
-class AirbyteInternal(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sl: Optional[Literal[0, 100, 200, 300]] = None
-    ql: Optional[Literal[0, 100, 200, 300, 400, 500, 600]] = None
-    isEnterprise: Optional[bool] = False
-    requireVersionIncrementsInPullRequests: Optional[bool] = Field(
-        True,
-        description="When false, version increment checks will be skipped for this connector",
-    )
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
-
-
-class ConnectorPackageInfo(BaseModel):
-    cdk_version: Optional[str] = None
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class GeneratedFields(BaseModel):
-    git: Optional[GitInfo] = None
-    source_file_info: Optional[SourceFileInfo] = None
-    metrics: Optional[ConnectorMetrics] = None
-    sbomUrl: Optional[str] = Field(None, description="URL to the SBOM file")
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
-
-
-class ConnectorRegistrySourceDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sourceDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    sourceType: Optional[Literal["api", "file", "database", "custom"]] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    maxSecondsBetweenMessages: Optional[int] = Field(
-        None,
-        description="Number of seconds allowed between 2 airbyte protocol messages. The source will timeout if this delay is reach",
-    )
-    erdUrl: Optional[str] = Field(
-        None, description="The URL where you can visualize the ERD"
-    )
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-
-
-class ConnectorRegistryReleases(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    releaseCandidates: Optional[ConnectorReleaseCandidates] = None
-    rolloutConfiguration: Optional[RolloutConfiguration] = None
-    breakingChanges: Optional[ConnectorBreakingChanges] = None
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-    )
-
-
-class ConnectorReleaseCandidates(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[
-        constr(regex=r"^\d+\.\d+\.\d+(-[0-9A-Za-z-.]+)?$"), VersionReleaseCandidate
-    ] = Field(
-        ...,
-        description="Each entry denotes a release candidate version of a connector.",
-    )
-
-
-class VersionReleaseCandidate(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Union[
-        ConnectorRegistrySourceDefinition, ConnectorRegistryDestinationDefinition
-    ] = Field(
-        ...,
-        description="Contains information about a release candidate version of a connector.",
-    )
-
-
-class ConnectorRegistryDestinationDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    destinationDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    tags: Optional[List[str]] = Field(
-        None,
-        description="An array of tags that describe the connector. E.g: language:python, keyword:rds, etc.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    supportsDbt: Optional[bool] = Field(
-        None,
-        description="an optional flag indicating whether DBT is used in the normalization. If the flag value is NULL - DBT is not used.",
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    supportsRefreshes: Optional[bool] = False
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-
-
-ConnectorRegistrySourceDefinition.update_forward_refs()
-ConnectorRegistryReleases.update_forward_refs()
-ConnectorReleaseCandidates.update_forward_refs()
-VersionReleaseCandidate.update_forward_refs()
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryV0.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryV0.py
deleted file mode 100644
index c57c9684ede9..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryV0.py
+++ /dev/null
@@ -1,413 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorRegistryV0.yaml
-
-from __future__ import annotations
-
-from datetime import date, datetime
-from typing import Any, Dict, List, Optional, Union
-from uuid import UUID
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, conint, constr
-from typing_extensions import Literal
-
-
-class ReleaseStage(BaseModel):
-    __root__: Literal["alpha", "beta", "generally_available", "custom"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="ReleaseStage",
-    )
-
-
-class SupportLevel(BaseModel):
-    __root__: Literal["community", "certified", "archived"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="SupportLevel",
-    )
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
-
-
-class AirbyteInternal(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sl: Optional[Literal[0, 100, 200, 300]] = None
-    ql: Optional[Literal[0, 100, 200, 300, 400, 500, 600]] = None
-    isEnterprise: Optional[bool] = False
-    requireVersionIncrementsInPullRequests: Optional[bool] = Field(
-        True,
-        description="When false, version increment checks will be skipped for this connector",
-    )
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
-
-
-class ConnectorPackageInfo(BaseModel):
-    cdk_version: Optional[str] = None
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class GeneratedFields(BaseModel):
-    git: Optional[GitInfo] = None
-    source_file_info: Optional[SourceFileInfo] = None
-    metrics: Optional[ConnectorMetrics] = None
-    sbomUrl: Optional[str] = Field(None, description="URL to the SBOM file")
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
-
-
-class ConnectorRegistryV0(BaseModel):
-    destinations: List[ConnectorRegistryDestinationDefinition]
-    sources: List[ConnectorRegistrySourceDefinition]
-
-
-class ConnectorRegistryDestinationDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    destinationDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    tags: Optional[List[str]] = Field(
-        None,
-        description="An array of tags that describe the connector. E.g: language:python, keyword:rds, etc.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    supportsDbt: Optional[bool] = Field(
-        None,
-        description="an optional flag indicating whether DBT is used in the normalization. If the flag value is NULL - DBT is not used.",
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    supportsRefreshes: Optional[bool] = False
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-
-
-class ConnectorRegistryReleases(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    releaseCandidates: Optional[ConnectorReleaseCandidates] = None
-    rolloutConfiguration: Optional[RolloutConfiguration] = None
-    breakingChanges: Optional[ConnectorBreakingChanges] = None
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-    )
-
-
-class ConnectorReleaseCandidates(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[
-        constr(regex=r"^\d+\.\d+\.\d+(-[0-9A-Za-z-.]+)?$"), VersionReleaseCandidate
-    ] = Field(
-        ...,
-        description="Each entry denotes a release candidate version of a connector.",
-    )
-
-
-class VersionReleaseCandidate(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Union[
-        ConnectorRegistrySourceDefinition, ConnectorRegistryDestinationDefinition
-    ] = Field(
-        ...,
-        description="Contains information about a release candidate version of a connector.",
-    )
-
-
-class ConnectorRegistrySourceDefinition(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    sourceDefinitionId: UUID
-    name: str
-    dockerRepository: str
-    dockerImageTag: str
-    documentationUrl: str
-    icon: Optional[str] = None
-    iconUrl: Optional[str] = None
-    sourceType: Optional[Literal["api", "file", "database", "custom"]] = None
-    spec: Dict[str, Any]
-    tombstone: Optional[bool] = Field(
-        False,
-        description="if false, the configuration is active. if true, then this configuration is permanently off.",
-    )
-    public: Optional[bool] = Field(
-        False,
-        description="true if this connector definition is available to all workspaces",
-    )
-    custom: Optional[bool] = Field(
-        False, description="whether this is a custom connector definition"
-    )
-    releaseStage: Optional[ReleaseStage] = None
-    supportLevel: Optional[SupportLevel] = None
-    releaseDate: Optional[date] = Field(
-        None,
-        description="The date when this connector was first released, in yyyy-mm-dd format.",
-    )
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
-    protocolVersion: Optional[str] = Field(
-        None, description="the Airbyte Protocol version supported by the connector"
-    )
-    allowedHosts: Optional[AllowedHosts] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    maxSecondsBetweenMessages: Optional[int] = Field(
-        None,
-        description="Number of seconds allowed between 2 airbyte protocol messages. The source will timeout if this delay is reach",
-    )
-    erdUrl: Optional[str] = Field(
-        None, description="The URL where you can visualize the ERD"
-    )
-    releases: Optional[ConnectorRegistryReleases] = None
-    ab_internal: Optional[AirbyteInternal] = None
-    generated: Optional[GeneratedFields] = None
-    packageInfo: Optional[ConnectorPackageInfo] = None
-    language: Optional[str] = Field(
-        None, description="The language the connector is written in"
-    )
-    supportsFileTransfer: Optional[bool] = False
-    supportsDataActivation: Optional[bool] = False
-
-
-ConnectorRegistryV0.update_forward_refs()
-ConnectorRegistryDestinationDefinition.update_forward_refs()
-ConnectorRegistryReleases.update_forward_refs()
-ConnectorReleaseCandidates.update_forward_refs()
-VersionReleaseCandidate.update_forward_refs()
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorReleases.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorReleases.py
deleted file mode 100644
index 79ed85a208d9..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorReleases.py
+++ /dev/null
@@ -1,98 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorReleases.yaml
-
-from __future__ import annotations
-
-from datetime import date
-from typing import Dict, List, Optional
-
-from pydantic import AnyUrl, BaseModel, Extra, Field, conint, constr
-from typing_extensions import Literal
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
-
-
-class StreamBreakingChangeScope(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    scopeType: str = Field("stream", const=True)
-    impactedScopes: List[str] = Field(
-        ...,
-        description="List of streams that are impacted by the breaking change.",
-        min_items=1,
-    )
-
-
-class BreakingChangeScope(BaseModel):
-    __root__: StreamBreakingChangeScope = Field(
-        ...,
-        description="A scope that can be used to limit the impact of a breaking change.",
-    )
-
-
-class VersionBreakingChange(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    upgradeDeadline: date = Field(
-        ...,
-        description="The deadline by which to upgrade before the breaking change takes effect.",
-    )
-    message: str = Field(
-        ..., description="Descriptive message detailing the breaking change."
-    )
-    deadlineAction: Optional[Literal["auto_upgrade", "disable"]] = Field(
-        None, description="Action to do when the deadline is reached."
-    )
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}",
-    )
-    scopedImpact: Optional[List[BreakingChangeScope]] = Field(
-        None,
-        description="List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.",
-        min_items=1,
-    )
-
-
-class ConnectorBreakingChanges(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    __root__: Dict[constr(regex=r"^\d+\.\d+\.\d+$"), VersionBreakingChange] = Field(
-        ...,
-        description="Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.",
-        title="ConnectorBreakingChanges",
-    )
-
-
-class ConnectorReleases(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    rolloutConfiguration: Optional[RolloutConfiguration] = None
-    breakingChanges: Optional[ConnectorBreakingChanges] = None
-    migrationDocumentationUrl: Optional[AnyUrl] = Field(
-        None,
-        description="URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorTestSuiteOptions.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorTestSuiteOptions.py
deleted file mode 100644
index a40b4094c818..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorTestSuiteOptions.py
+++ /dev/null
@@ -1,58 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ConnectorTestSuiteOptions.yaml
-
-from __future__ import annotations
-
-from typing import List, Optional
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class SecretStore(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    alias: Optional[str] = Field(
-        None,
-        description="The alias of the secret store which can map to its actual secret address",
-    )
-    type: Optional[Literal["GSM"]] = Field(
-        None, description="The type of the secret store"
-    )
-
-
-class TestConnections(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str = Field(..., description="The connection name")
-    id: str = Field(..., description="The connection ID")
-
-
-class Secret(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str = Field(..., description="The secret name in the secret store")
-    fileName: Optional[str] = Field(
-        None,
-        description="The name of the file to which the secret value would be persisted",
-    )
-    secretStore: SecretStore
-
-
-class ConnectorTestSuiteOptions(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    suite: Literal["unitTests", "integrationTests", "acceptanceTests", "liveTests"] = (
-        Field(..., description="Name of the configured test suite")
-    )
-    testSecrets: Optional[List[Secret]] = Field(
-        None, description="List of secrets required to run the test suite"
-    )
-    testConnections: Optional[List[TestConnections]] = Field(
-        None,
-        description="List of sandbox cloud connections that tests can be run against",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/GeneratedFields.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/GeneratedFields.py
deleted file mode 100644
index 62cfeadbe366..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/GeneratedFields.py
+++ /dev/null
@@ -1,62 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  GeneratedFields.yaml
-
-from __future__ import annotations
-
-from datetime import datetime
-from typing import Any, Optional, Union
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
-
-
-class ConnectorMetrics(BaseModel):
-    all: Optional[Any] = None
-    cloud: Optional[Any] = None
-    oss: Optional[Any] = None
-
-
-class ConnectorMetric(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    usage: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    sync_success_rate: Optional[Union[str, Literal["low", "medium", "high"]]] = None
-    connector_version: Optional[str] = None
-
-
-class GeneratedFields(BaseModel):
-    git: Optional[GitInfo] = None
-    source_file_info: Optional[SourceFileInfo] = None
-    metrics: Optional[ConnectorMetrics] = None
-    sbomUrl: Optional[str] = Field(None, description="URL to the SBOM file")
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/GitInfo.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/GitInfo.py
deleted file mode 100644
index 1e947b632188..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/GitInfo.py
+++ /dev/null
@@ -1,31 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  GitInfo.yaml
-
-from __future__ import annotations
-
-from datetime import datetime
-from typing import Optional
-
-from pydantic import BaseModel, Extra, Field
-
-
-class GitInfo(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    commit_sha: Optional[str] = Field(
-        None,
-        description="The git commit sha of the last commit that modified this file.",
-    )
-    commit_timestamp: Optional[datetime] = Field(
-        None,
-        description="The git commit timestamp of the last commit that modified this file.",
-    )
-    commit_author: Optional[str] = Field(
-        None,
-        description="The git commit author of the last commit that modified this file.",
-    )
-    commit_author_email: Optional[str] = Field(
-        None,
-        description="The git commit author email of the last commit that modified this file.",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/JobType.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/JobType.py
deleted file mode 100644
index aef4f7ad5f99..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/JobType.py
+++ /dev/null
@@ -1,23 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  JobType.yaml
-
-from __future__ import annotations
-
-from pydantic import BaseModel, Field
-from typing_extensions import Literal
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/NormalizationDestinationDefinitionConfig.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/NormalizationDestinationDefinitionConfig.py
deleted file mode 100644
index 00a642bfaeb1..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/NormalizationDestinationDefinitionConfig.py
+++ /dev/null
@@ -1,24 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  NormalizationDestinationDefinitionConfig.yaml
-
-from __future__ import annotations
-
-from pydantic import BaseModel, Extra, Field
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RegistryOverrides.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RegistryOverrides.py
deleted file mode 100644
index eb6908bc65b2..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RegistryOverrides.py
+++ /dev/null
@@ -1,111 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  RegistryOverrides.yaml
-
-from __future__ import annotations
-
-from typing import List, Optional
-
-from pydantic import AnyUrl, BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class AllowedHosts(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    hosts: Optional[List[str]] = Field(
-        None,
-        description="An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.",
-    )
-
-
-class NormalizationDestinationDefinitionConfig(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    normalizationRepository: str = Field(
-        ...,
-        description="a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.",
-    )
-    normalizationTag: str = Field(
-        ...,
-        description="a field indicating the tag of the docker repository to be used for normalization.",
-    )
-    normalizationIntegrationType: str = Field(
-        ...,
-        description="a field indicating the type of integration dialect to use for normalization.",
-    )
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
-
-
-class JobType(BaseModel):
-    __root__: Literal[
-        "get_spec",
-        "check_connection",
-        "discover_schema",
-        "sync",
-        "reset_connection",
-        "connection_updater",
-        "replicate",
-    ] = Field(
-        ...,
-        description="enum that describes the different types of jobs that the platform runs.",
-        title="JobType",
-    )
-
-
-class JobTypeResourceLimit(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    jobType: JobType
-    resourceRequirements: ResourceRequirements
-
-
-class ActorDefinitionResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    default: Optional[ResourceRequirements] = Field(
-        None,
-        description="if set, these are the requirements that should be set for ALL jobs run for this actor definition.",
-    )
-    jobSpecific: Optional[List[JobTypeResourceLimit]] = None
-
-
-class RegistryOverrides(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enabled: bool
-    name: Optional[str] = None
-    dockerRepository: Optional[str] = None
-    dockerImageTag: Optional[str] = None
-    supportsDbt: Optional[bool] = None
-    supportsNormalization: Optional[bool] = None
-    license: Optional[str] = None
-    documentationUrl: Optional[AnyUrl] = None
-    connectorSubtype: Optional[str] = None
-    allowedHosts: Optional[AllowedHosts] = None
-    normalizationConfig: Optional[NormalizationDestinationDefinitionConfig] = None
-    suggestedStreams: Optional[SuggestedStreams] = None
-    resourceRequirements: Optional[ActorDefinitionResourceRequirements] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ReleaseStage.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ReleaseStage.py
deleted file mode 100644
index cb7c9b909b0b..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ReleaseStage.py
+++ /dev/null
@@ -1,15 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ReleaseStage.yaml
-
-from __future__ import annotations
-
-from pydantic import BaseModel, Field
-from typing_extensions import Literal
-
-
-class ReleaseStage(BaseModel):
-    __root__: Literal["alpha", "beta", "generally_available", "custom"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="ReleaseStage",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RemoteRegistries.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RemoteRegistries.py
deleted file mode 100644
index b44447eb9c76..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RemoteRegistries.py
+++ /dev/null
@@ -1,23 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  RemoteRegistries.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra, Field
-
-
-class PyPi(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enabled: bool
-    packageName: str = Field(..., description="The name of the package on PyPi.")
-
-
-class RemoteRegistries(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    pypi: Optional[PyPi] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ResourceRequirements.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ResourceRequirements.py
deleted file mode 100644
index abc7e6173d05..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ResourceRequirements.py
+++ /dev/null
@@ -1,18 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  ResourceRequirements.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra
-
-
-class ResourceRequirements(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    cpu_request: Optional[str] = None
-    cpu_limit: Optional[str] = None
-    memory_request: Optional[str] = None
-    memory_limit: Optional[str] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RolloutConfiguration.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RolloutConfiguration.py
deleted file mode 100644
index ceebd789da84..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/RolloutConfiguration.py
+++ /dev/null
@@ -1,29 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  RolloutConfiguration.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra, Field, conint
-
-
-class RolloutConfiguration(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    enableProgressiveRollout: Optional[bool] = Field(
-        False, description="Whether to enable progressive rollout for the connector."
-    )
-    initialPercentage: Optional[conint(ge=0, le=100)] = Field(
-        0,
-        description="The percentage of users that should receive the new version initially.",
-    )
-    maxPercentage: Optional[conint(ge=0, le=100)] = Field(
-        50,
-        description="The percentage of users who should receive the release candidate during the test phase before full rollout.",
-    )
-    advanceDelayMinutes: Optional[conint(ge=10)] = Field(
-        10,
-        description="The number of minutes to wait before advancing the rollout percentage.",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/Secret.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/Secret.py
deleted file mode 100644
index ee6498906619..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/Secret.py
+++ /dev/null
@@ -1,34 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  Secret.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class SecretStore(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    alias: Optional[str] = Field(
-        None,
-        description="The alias of the secret store which can map to its actual secret address",
-    )
-    type: Optional[Literal["GSM"]] = Field(
-        None, description="The type of the secret store"
-    )
-
-
-class Secret(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str = Field(..., description="The secret name in the secret store")
-    fileName: Optional[str] = Field(
-        None,
-        description="The name of the file to which the secret value would be persisted",
-    )
-    secretStore: SecretStore
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SecretStore.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SecretStore.py
deleted file mode 100644
index a8df2ec03b11..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SecretStore.py
+++ /dev/null
@@ -1,22 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  SecretStore.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-
-class SecretStore(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    alias: Optional[str] = Field(
-        None,
-        description="The alias of the secret store which can map to its actual secret address",
-    )
-    type: Optional[Literal["GSM"]] = Field(
-        None, description="The type of the secret store"
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SourceFileInfo.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SourceFileInfo.py
deleted file mode 100644
index ad3d859338b5..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SourceFileInfo.py
+++ /dev/null
@@ -1,16 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  SourceFileInfo.yaml
-
-from __future__ import annotations
-
-from typing import Optional
-
-from pydantic import BaseModel
-
-
-class SourceFileInfo(BaseModel):
-    metadata_etag: Optional[str] = None
-    metadata_file_path: Optional[str] = None
-    metadata_bucket_name: Optional[str] = None
-    metadata_last_modified: Optional[str] = None
-    registry_entry_generated_at: Optional[str] = None
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SuggestedStreams.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SuggestedStreams.py
deleted file mode 100644
index 9a3d7cdf4012..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SuggestedStreams.py
+++ /dev/null
@@ -1,18 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  SuggestedStreams.yaml
-
-from __future__ import annotations
-
-from typing import List, Optional
-
-from pydantic import BaseModel, Extra, Field
-
-
-class SuggestedStreams(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    streams: Optional[List[str]] = Field(
-        None,
-        description="An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SupportLevel.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SupportLevel.py
deleted file mode 100644
index 7c5e001789f3..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/SupportLevel.py
+++ /dev/null
@@ -1,15 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  SupportLevel.yaml
-
-from __future__ import annotations
-
-from pydantic import BaseModel, Field
-from typing_extensions import Literal
-
-
-class SupportLevel(BaseModel):
-    __root__: Literal["community", "certified", "archived"] = Field(
-        ...,
-        description="enum that describes a connector's release stage",
-        title="SupportLevel",
-    )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/TestConnections.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/TestConnections.py
deleted file mode 100644
index 47f65d3462b0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/TestConnections.py
+++ /dev/null
@@ -1,14 +0,0 @@
-# generated by datamodel-codegen:
-#   filename:  TestConnections.yaml
-
-from __future__ import annotations
-
-from pydantic import BaseModel, Extra, Field
-
-
-class TestConnections(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    name: str = Field(..., description="The connection name")
-    id: str = Field(..., description="The connection ID")
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/__init__.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/__init__.py
deleted file mode 100644
index 3877faa22716..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/__init__.py
+++ /dev/null
@@ -1,31 +0,0 @@
-# generated by generate-metadata-models
-from .ActorDefinitionResourceRequirements import *
-from .AirbyteInternal import *
-from .AllowedHosts import *
-from .ConnectorBreakingChanges import *
-from .ConnectorBuildOptions import *
-from .ConnectorIPCOptions import *
-from .ConnectorMetadataDefinitionV0 import *
-from .ConnectorMetrics import *
-from .ConnectorPackageInfo import *
-from .ConnectorRegistryDestinationDefinition import *
-from .ConnectorRegistryReleases import *
-from .ConnectorRegistrySourceDefinition import *
-from .ConnectorRegistryV0 import *
-from .ConnectorReleases import *
-from .ConnectorTestSuiteOptions import *
-from .GeneratedFields import *
-from .GitInfo import *
-from .JobType import *
-from .NormalizationDestinationDefinitionConfig import *
-from .RegistryOverrides import *
-from .ReleaseStage import *
-from .RemoteRegistries import *
-from .ResourceRequirements import *
-from .RolloutConfiguration import *
-from .Secret import *
-from .SecretStore import *
-from .SourceFileInfo import *
-from .SuggestedStreams import *
-from .SupportLevel import *
-from .TestConnections import *
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ActorDefinitionResourceRequirements.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ActorDefinitionResourceRequirements.yaml
deleted file mode 100644
index f9ea5817c1ca..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ActorDefinitionResourceRequirements.yaml
+++ /dev/null
@@ -1,30 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ActorDefinitionResourceRequirements.yaml
-title: ActorDefinitionResourceRequirements
-description: actor definition specific resource requirements
-type: object
-# set to false because we need the validations on seeds to be strict. otherwise, we will just add whatever is in the seed file into the db.
-additionalProperties: false
-properties:
-  default:
-    description: if set, these are the requirements that should be set for ALL jobs run for this actor definition.
-    "$ref": ResourceRequirements.yaml
-  jobSpecific:
-    type: array
-    items:
-      "$ref": "#/definitions/JobTypeResourceLimit"
-definitions:
-  JobTypeResourceLimit:
-    description: sets resource requirements for a specific job type for an actor definition. these values override the default, if both are set.
-    type: object
-    # set to false because we need the validations on seeds to be strict. otherwise, we will just add whatever is in the seed file into the db.
-    additionalProperties: false
-    required:
-      - jobType
-      - resourceRequirements
-    properties:
-      jobType:
-        "$ref": JobType.yaml
-      resourceRequirements:
-        "$ref": ResourceRequirements.yaml
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AirbyteInternal.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AirbyteInternal.yaml
deleted file mode 100644
index 4d310406c8e1..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AirbyteInternal.yaml
+++ /dev/null
@@ -1,32 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/AirbyteInternal.yml
-title: AirbyteInternal
-description: Fields for internal use only
-type: object
-additionalProperties: true
-properties:
-  sl:
-    type: integer
-    enum:
-      - 0
-      - 100
-      - 200
-      - 300
-  ql:
-    type: integer
-    enum:
-      - 0
-      - 100
-      - 200
-      - 300
-      - 400
-      - 500
-      - 600
-  isEnterprise:
-    type: boolean
-    default: false
-  requireVersionIncrementsInPullRequests:
-    type: boolean
-    default: true
-    description: When false, version increment checks will be skipped for this connector
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AllowedHosts.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AllowedHosts.yaml
deleted file mode 100644
index e796573835e3..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AllowedHosts.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/AllowedHosts.yaml
-title: AllowedHosts
-description: A connector's allowed hosts.  If present, the platform will limit communication to only hosts which are listed in `AllowedHosts.hosts`.
-type: object
-additionalProperties: true
-properties:
-  hosts:
-    type: array
-    description: An array of hosts that this connector can connect to.  AllowedHosts not being present for the source or destination means that access to all hosts is allowed.  An empty list here means that no network access is granted.
-    items:
-      type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBreakingChanges.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBreakingChanges.yaml
deleted file mode 100644
index 3751e7bb6f74..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBreakingChanges.yaml
+++ /dev/null
@@ -1,65 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBreakingChanges.yaml
-title: ConnectorBreakingChanges
-description: Each entry denotes a breaking change in a specific version of a connector that requires user action to upgrade.
-type: object
-additionalProperties: false
-minProperties: 1
-patternProperties:
-  "^\\d+\\.\\d+\\.\\d+$":
-    $ref: "#/definitions/VersionBreakingChange"
-definitions:
-  VersionBreakingChange:
-    description: Contains information about a breaking change, including the deadline to upgrade and a message detailing the change.
-    type: object
-    additionalProperties: false
-    required:
-      - upgradeDeadline
-      - message
-    properties:
-      upgradeDeadline:
-        description: The deadline by which to upgrade before the breaking change takes effect.
-        type: string
-        format: date
-      message:
-        description: Descriptive message detailing the breaking change.
-        type: string
-      deadlineAction:
-        description: Action to do when the deadline is reached.
-        type: string
-        enum:
-          - auto_upgrade
-          - disable
-      migrationDocumentationUrl:
-        description: URL to documentation on how to migrate to the current version. Defaults to ${documentationUrl}-migrations#${version}
-        type: string
-        format: uri
-      scopedImpact:
-        description: List of scopes that are impacted by the breaking change. If not specified, the breaking change cannot be scoped to reduce impact via the supported scope types.
-        type: array
-        minItems: 1
-        items:
-          $ref: "#/definitions/BreakingChangeScope"
-  BreakingChangeScope:
-    description: A scope that can be used to limit the impact of a breaking change.
-    type: object
-    oneOf:
-      - $ref: "#/definitions/StreamBreakingChangeScope"
-  StreamBreakingChangeScope:
-    description: A scope that can be used to limit the impact of a breaking change to specific streams.
-    type: object
-    additionalProperties: false
-    required:
-      - scopeType
-      - impactedScopes
-    properties:
-      scopeType:
-        type: string
-        const: stream
-      impactedScopes:
-        description: List of streams that are impacted by the breaking change.
-        type: array
-        minItems: 1
-        items:
-          type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBuildOptions.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBuildOptions.yaml
deleted file mode 100644
index c040dd5404be..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBuildOptions.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorBuildOptions.yaml
-title: ConnectorBuildOptions
-description: metadata specific to the build process.
-type: object
-additionalProperties: false
-properties:
-  baseImage:
-    type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorIPCOptions.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorIPCOptions.yaml
deleted file mode 100644
index a8041f139259..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorIPCOptions.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorIPCOptions.yaml
-title: ConnectorIPCOptions
-type: object
-required:
-  - dataChannel
-additionalProperties: false
-properties:
-  dataChannel:
-    type: object
-    required:
-      - version
-      - supportedSerialization
-      - supportedTransport
-    additionalProperties: false
-    properties:
-      version:
-        type: string
-      supportedSerialization:
-        type: array
-        items:
-          type: string
-          enum: ["JSONL", "PROTOBUF"]
-      supportedTransport:
-        type: array
-        items:
-          type: string
-          enum: ["STDIO", "SOCKET"]
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetadataDefinitionV0.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetadataDefinitionV0.yaml
deleted file mode 100644
index 04d0fdce1fb0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetadataDefinitionV0.yaml
+++ /dev/null
@@ -1,173 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/ConnectorMetadataDefinitionV0.yml
-
-title: ConnectorMetadataDefinitionV0
-description: describes the metadata of a connector
-type: object
-required:
-  - metadataSpecVersion
-  - data
-additionalProperties: false
-properties:
-  metadataSpecVersion:
-    type: "string"
-  data:
-    type: object
-    required:
-      - name
-      - definitionId
-      - connectorType
-      - dockerRepository
-      - dockerImageTag
-      - license
-      - documentationUrl
-      - githubIssueLabel
-      - connectorSubtype
-      - releaseStage
-    additionalProperties: false
-    properties:
-      name:
-        type: string
-      icon:
-        type: string
-      definitionId:
-        type: string
-        format: uuid
-      connectorBuildOptions:
-        "$ref": ConnectorBuildOptions.yaml
-      connectorTestSuitesOptions:
-        type: array
-        items:
-          "$ref": ConnectorTestSuiteOptions.yaml
-      connectorType:
-        type: string
-        enum:
-          - destination
-          - source
-      dockerRepository:
-        type: string
-      dockerImageTag:
-        type: string
-      supportsDbt:
-        type: boolean
-      supportsNormalization:
-        type: boolean
-      license:
-        type: string
-      documentationUrl:
-        type: string
-        format: uri
-      externalDocumentationUrls:
-        type: array
-        description: "An array of external vendor documentation URLs (changelogs, API references, deprecation notices, etc.)"
-        items:
-          type: object
-          required:
-            - title
-            - url
-          additionalProperties: false
-          properties:
-            title:
-              type: string
-              description: "Display title for the documentation link"
-            url:
-              type: string
-              format: uri
-              description: "URL to the external documentation"
-            type:
-              type: string
-              description: "Category of documentation"
-              enum:
-                - api_deprecations
-                - api_reference
-                - api_release_history
-                - authentication_guide
-                - data_model_reference
-                - developer_community
-                - migration_guide
-                - openapi_spec
-                - other
-                - permissions_scopes
-                - rate_limits
-                - sql_reference
-                - status_page
-            requiresLogin:
-              type: boolean
-              description: "Whether the URL requires authentication to access"
-              default: false
-      githubIssueLabel:
-        type: string
-      maxSecondsBetweenMessages:
-        description: Maximum delay between 2 airbyte protocol messages, in second. The source will timeout if this delay is reached
-        type: integer
-      releaseDate:
-        description: The date when this connector was first released, in yyyy-mm-dd format.
-        type: string
-        format: date
-      protocolVersion:
-        type: string
-        description: the Airbyte Protocol version supported by the connector
-      erdUrl:
-        type: string
-        description: The URL where you can visualize the ERD
-      connectorSubtype:
-        type: string
-        enum:
-          - api
-          - database
-          - datalake
-          - file
-          - custom
-          - message_queue
-          - unknown
-          - vectorstore
-      releaseStage:
-        "$ref": ReleaseStage.yaml
-      supportLevel:
-        "$ref": SupportLevel.yaml
-      tags:
-        type: array
-        description: "An array of tags that describe the connector. E.g: language:python, keyword:rds, etc."
-        items:
-          type: string
-        default: []
-      registryOverrides:
-        anyOf:
-          - type: object
-            additionalProperties: false
-            properties:
-              oss:
-                anyOf:
-                  - "$ref": RegistryOverrides.yaml
-              cloud:
-                anyOf:
-                  - "$ref": RegistryOverrides.yaml
-
-      allowedHosts:
-        "$ref": AllowedHosts.yaml
-      releases:
-        "$ref": ConnectorReleases.yaml
-      normalizationConfig:
-        "$ref": NormalizationDestinationDefinitionConfig.yaml
-      suggestedStreams:
-        "$ref": SuggestedStreams.yaml
-      resourceRequirements:
-        "$ref": ActorDefinitionResourceRequirements.yaml
-      ab_internal:
-        "$ref": AirbyteInternal.yaml
-      remoteRegistries:
-        "$ref": RemoteRegistries.yaml
-      supportsRefreshes:
-        type: boolean
-        default: false
-      generated:
-        "$ref": GeneratedFields.yaml
-      supportsFileTransfer:
-        type: boolean
-        default: false
-      supportsDataActivation:
-        type: boolean
-        default: false
-      connectorIPCOptions:
-        "$ref": ConnectorIPCOptions.yaml
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetrics.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetrics.yaml
deleted file mode 100644
index 0684df0c0a6c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorMetrics.yaml
+++ /dev/null
@@ -1,30 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/ConnectorMetrics.yaml
-title: ConnectorMetrics
-description: Information about the source file that generated the registry entry
-type: object
-properties:
-  all:
-    type: ConnectorMetric
-  cloud:
-    type: ConnectorMetric
-  oss:
-    type: ConnectorMetric
-definitions:
-  ConnectorMetric:
-    type: object
-    properties:
-      usage:
-        oneOf:
-          - type: string
-          - type: string
-            enum: [low, medium, high]
-      sync_success_rate:
-        oneOf:
-          - type: string
-          - type: string
-            enum: [low, medium, high]
-      connector_version:
-        type: string
-    additionalProperties: true
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorPackageInfo.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorPackageInfo.yaml
deleted file mode 100644
index 32c478fe8b97..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorPackageInfo.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/ConnectorPackageInfo.yaml
-title: ConnectorPackageInfo
-description: Information about the contents of the connector image
-type: object
-properties:
-  cdk_version:
-    type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryDestinationDefinition.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryDestinationDefinition.yaml
deleted file mode 100644
index 64333fceffea..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryDestinationDefinition.yaml
+++ /dev/null
@@ -1,90 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte-platform/blob/main/airbyte-config/config-models/src/main/resources/types/ConnectorRegistryDestinationDefinition.yaml
-title: ConnectorRegistryDestinationDefinition
-description: describes a destination
-type: object
-required:
-  - destinationDefinitionId
-  - name
-  - dockerRepository
-  - dockerImageTag
-  - documentationUrl
-  - spec
-additionalProperties: true
-properties:
-  destinationDefinitionId:
-    type: string
-    format: uuid
-  name:
-    type: string
-  dockerRepository:
-    type: string
-  dockerImageTag:
-    type: string
-  documentationUrl:
-    type: string
-  icon:
-    type: string
-  iconUrl:
-    type: string
-  spec:
-    type: object
-  tombstone:
-    description: if false, the configuration is active. if true, then this
-      configuration is permanently off.
-    type: boolean
-    default: false
-  public:
-    description: true if this connector definition is available to all workspaces
-    type: boolean
-    default: false
-  custom:
-    description: whether this is a custom connector definition
-    type: boolean
-    default: false
-  releaseStage:
-    "$ref": ReleaseStage.yaml
-  supportLevel:
-    "$ref": SupportLevel.yaml
-  releaseDate:
-    description: The date when this connector was first released, in yyyy-mm-dd format.
-    type: string
-    format: date
-  tags:
-    type: array
-    description: "An array of tags that describe the connector. E.g: language:python, keyword:rds, etc."
-    items:
-      type: string
-  resourceRequirements:
-    "$ref": ActorDefinitionResourceRequirements.yaml
-  protocolVersion:
-    type: string
-    description: the Airbyte Protocol version supported by the connector
-  normalizationConfig:
-    "$ref": NormalizationDestinationDefinitionConfig.yaml
-  supportsDbt:
-    type: boolean
-    description: an optional flag indicating whether DBT is used in the normalization. If the flag value is NULL - DBT is not used.
-  allowedHosts:
-    "$ref": AllowedHosts.yaml
-  releases:
-    "$ref": ConnectorRegistryReleases.yaml
-  ab_internal:
-    "$ref": AirbyteInternal.yaml
-  supportsRefreshes:
-    type: boolean
-    default: false
-  supportsFileTransfer:
-    type: boolean
-    default: false
-  supportsDataActivation:
-    type: boolean
-    default: false
-  generated:
-    "$ref": GeneratedFields.yaml
-  packageInfo:
-    "$ref": ConnectorPackageInfo.yaml
-  language:
-    type: string
-    description: The language the connector is written in
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryReleases.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryReleases.yaml
deleted file mode 100644
index b1b26ce792e4..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryReleases.yaml
+++ /dev/null
@@ -1,35 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryReleases.yaml
-title: ConnectorRegistryReleases
-description: Contains information about different types of releases for a connector.
-type: object
-additionalProperties: false
-properties:
-  releaseCandidates:
-    $ref: "#/definitions/ConnectorReleaseCandidates"
-  rolloutConfiguration:
-    $ref: RolloutConfiguration.yaml
-  breakingChanges:
-    $ref: ConnectorBreakingChanges.yaml
-  migrationDocumentationUrl:
-    description: URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations
-    type: string
-    format: uri
-definitions:
-  ConnectorReleaseCandidates:
-    description: Each entry denotes a release candidate version of a connector.
-    type: object
-    additionalProperties: false
-    minProperties: 1
-    maxProperties: 1
-    patternProperties:
-      "^\\d+\\.\\d+\\.\\d+(-[0-9A-Za-z-.]+)?$":
-        $ref: "#/definitions/VersionReleaseCandidate"
-  VersionReleaseCandidate:
-    description: Contains information about a release candidate version of a connector.
-    additionalProperties: false
-    type: object
-    oneOf:
-      - $ref: ConnectorRegistrySourceDefinition.yaml
-      - $ref: ConnectorRegistryDestinationDefinition.yaml
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistrySourceDefinition.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistrySourceDefinition.yaml
deleted file mode 100644
index fd71b4e3878f..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistrySourceDefinition.yaml
+++ /dev/null
@@ -1,92 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte-platform/blob/main/airbyte-config/config-models/src/main/resources/types/ConnectorRegistrySourceDefinition.yaml
-title: ConnectorRegistrySourceDefinition
-description: describes a source
-type: object
-required:
-  - sourceDefinitionId
-  - name
-  - dockerRepository
-  - dockerImageTag
-  - documentationUrl
-  - spec
-additionalProperties: true
-properties:
-  sourceDefinitionId:
-    type: string
-    format: uuid
-  name:
-    type: string
-  dockerRepository:
-    type: string
-  dockerImageTag:
-    type: string
-  documentationUrl:
-    type: string
-  icon:
-    type: string
-  iconUrl:
-    type: string
-  sourceType:
-    type: string
-    enum:
-      - api
-      - file
-      - database
-      - custom
-  spec:
-    type: object
-  tombstone:
-    description: if false, the configuration is active. if true, then this
-      configuration is permanently off.
-    type: boolean
-    default: false
-  public:
-    description: true if this connector definition is available to all workspaces
-    type: boolean
-    default: false
-  custom:
-    description: whether this is a custom connector definition
-    type: boolean
-    default: false
-  releaseStage:
-    "$ref": ReleaseStage.yaml
-  supportLevel:
-    "$ref": SupportLevel.yaml
-  releaseDate:
-    description: The date when this connector was first released, in yyyy-mm-dd format.
-    type: string
-    format: date
-  resourceRequirements:
-    "$ref": ActorDefinitionResourceRequirements.yaml
-  protocolVersion:
-    type: string
-    description: the Airbyte Protocol version supported by the connector
-  allowedHosts:
-    "$ref": AllowedHosts.yaml
-  suggestedStreams:
-    "$ref": SuggestedStreams.yaml
-  maxSecondsBetweenMessages:
-    description: Number of seconds allowed between 2 airbyte protocol messages. The source will timeout if this delay is reach
-    type: integer
-  erdUrl:
-    type: string
-    description: The URL where you can visualize the ERD
-  releases:
-    "$ref": ConnectorRegistryReleases.yaml
-  ab_internal:
-    "$ref": AirbyteInternal.yaml
-  generated:
-    "$ref": GeneratedFields.yaml
-  packageInfo:
-    "$ref": ConnectorPackageInfo.yaml
-  language:
-    type: string
-    description: The language the connector is written in
-  supportsFileTransfer:
-    type: boolean
-    default: false
-  supportsDataActivation:
-    type: boolean
-    default: false
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryV0.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryV0.yaml
deleted file mode 100644
index 8e3620816d65..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorRegistryV0.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte-platform/blob/main/airbyte-config/config-models/src/main/resources/types/ConnectorRegistryV0.yaml
-title: ConnectorRegistryV0
-description: describes the collection of connectors retrieved from a registry
-type: object
-required:
-  - destinations
-  - sources
-properties:
-  destinations:
-    type: array
-    items:
-      $ref: ConnectorRegistryDestinationDefinition.yaml
-  sources:
-    type: array
-    items:
-      $ref: ConnectorRegistrySourceDefinition.yaml
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorReleases.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorReleases.yaml
deleted file mode 100644
index 80f753045300..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorReleases.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorReleases.yaml
-title: ConnectorReleases
-description: Contains information about different types of releases for a connector.
-type: object
-additionalProperties: false
-properties:
-  rolloutConfiguration:
-    $ref: RolloutConfiguration.yaml
-  breakingChanges:
-    $ref: ConnectorBreakingChanges.yaml
-  migrationDocumentationUrl:
-    description: URL to documentation on how to migrate from the previous version to the current version. Defaults to ${documentationUrl}-migrations
-    type: string
-    format: uri
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorTestSuiteOptions.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorTestSuiteOptions.yaml
deleted file mode 100644
index 2830332ee520..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorTestSuiteOptions.yaml
+++ /dev/null
@@ -1,28 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ConnectorTestOptions.yaml
-title: ConnectorTestSuiteOptions
-description: Options for a specific connector test suite.
-type: object
-required:
-  - suite
-additionalProperties: false
-properties:
-  suite:
-    description: "Name of the configured test suite"
-    type: string
-    enum:
-      - "unitTests"
-      - "integrationTests"
-      - "acceptanceTests"
-      - "liveTests"
-  testSecrets:
-    description: "List of secrets required to run the test suite"
-    type: array
-    items:
-      "$ref": "Secret.yaml"
-  testConnections:
-    description: "List of sandbox cloud connections that tests can be run against"
-    type: array
-    items:
-      "$ref": "TestConnections.yaml"
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GeneratedFields.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GeneratedFields.yaml
deleted file mode 100644
index 0fc59e75d4b5..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GeneratedFields.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/GeneratedFields.yaml
-title: GeneratedFields
-description: Optional schema for fields generated at metadata upload time
-type: object
-properties:
-  git:
-    "$ref": GitInfo.yaml
-  source_file_info:
-    "$ref": SourceFileInfo.yaml
-  metrics:
-    "$ref": ConnectorMetrics.yaml
-  sbomUrl:
-    type: string
-    description: URL to the SBOM file
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GitInfo.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GitInfo.yaml
deleted file mode 100644
index ce03d88c6f70..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GitInfo.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/GitInfo.yaml
-title: GitInfo
-description: Information about the author of the last commit that modified this file. DO NOT DEFINE THIS FIELD MANUALLY. It will be overwritten by the CI.
-type: object
-additionalProperties: false
-properties:
-  commit_sha:
-    type: string
-    description: The git commit sha of the last commit that modified this file.
-  commit_timestamp:
-    type: string
-    format: date-time
-    description: The git commit timestamp of the last commit that modified this file.
-  commit_author:
-    type: string
-    description: The git commit author of the last commit that modified this file.
-  commit_author_email:
-    type: string
-    description: The git commit author email of the last commit that modified this file.
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/JobType.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/JobType.yaml
deleted file mode 100644
index 5cac4337e2bf..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/JobType.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/JobType.yaml
-title: JobType
-description: enum that describes the different types of jobs that the platform runs.
-type: string
-enum:
-  - get_spec
-  - check_connection
-  - discover_schema
-  - sync
-  - reset_connection
-  - connection_updater
-  - replicate
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/NormalizationDestinationDefinitionConfig.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/NormalizationDestinationDefinitionConfig.yaml
deleted file mode 100644
index caf3d79e9c15..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/NormalizationDestinationDefinitionConfig.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/NormalizationDestinationDefinitionConfig.yaml
-title: NormalizationDestinationDefinitionConfig
-description: describes a normalization config for destination definition
-type: object
-required:
-  - normalizationRepository
-  - normalizationTag
-  - normalizationIntegrationType
-additionalProperties: true
-properties:
-  normalizationRepository:
-    type: string
-    description: a field indicating the name of the repository to be used for normalization. If the value of the flag is NULL - normalization is not used.
-  normalizationTag:
-    type: string
-    description: a field indicating the tag of the docker repository to be used for normalization.
-  normalizationIntegrationType:
-    type: string
-    description: a field indicating the type of integration dialect to use for normalization.
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RegistryOverrides.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RegistryOverrides.yaml
deleted file mode 100644
index abd651aacc29..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RegistryOverrides.yaml
+++ /dev/null
@@ -1,38 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/RegistryOverrides.yml
-title: RegistryOverrides
-description: describes the overrides per registry of a connector
-type: object
-additionalProperties: false
-required:
-  - enabled
-properties:
-  enabled:
-    type: boolean
-    default: false
-  name:
-    type: string
-  dockerRepository:
-    type: string
-  dockerImageTag:
-    type: string
-  supportsDbt:
-    type: boolean
-  supportsNormalization:
-    type: boolean
-  license:
-    type: string
-  documentationUrl:
-    type: string
-    format: uri
-  connectorSubtype:
-    type: string
-  allowedHosts:
-    $ref: AllowedHosts.yaml
-  normalizationConfig:
-    "$ref": NormalizationDestinationDefinitionConfig.yaml
-  suggestedStreams:
-    $ref: SuggestedStreams.yaml
-  resourceRequirements:
-    $ref: ActorDefinitionResourceRequirements.yaml
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ReleaseStage.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ReleaseStage.yaml
deleted file mode 100644
index 0a0767efd5ef..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ReleaseStage.yaml
+++ /dev/null
@@ -1,11 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte-platform/blob/main/airbyte-config/config-models/src/main/resources/types/ReleaseStage.yaml
-title: ReleaseStage
-description: enum that describes a connector's release stage
-type: string
-enum:
-  - alpha
-  - beta
-  - generally_available
-  - custom
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RemoteRegistries.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RemoteRegistries.yaml
deleted file mode 100644
index 474dc3d0a312..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RemoteRegistries.yaml
+++ /dev/null
@@ -1,25 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/RemoteRegistries.yml
-title: RemoteRegistries
-description: describes how the connector is published to remote registries
-type: object
-additionalProperties: false
-properties:
-  pypi:
-    $ref: "#/definitions/PyPi"
-definitions:
-  PyPi:
-    title: PyPi
-    description: describes the PyPi publishing options
-    type: object
-    additionalProperties: false
-    required:
-      - enabled
-      - packageName
-    properties:
-      enabled:
-        type: boolean
-      packageName:
-        type: string
-        description: The name of the package on PyPi.
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ResourceRequirements.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ResourceRequirements.yaml
deleted file mode 100644
index aef3e6f6c9f0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ResourceRequirements.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/ResourceRequirements.yaml
-title: ResourceRequirements
-description: generic configuration for pod source requirements
-type: object
-additionalProperties: false
-properties:
-  cpu_request:
-    type: string
-  cpu_limit:
-    type: string
-  memory_request:
-    type: string
-  memory_limit:
-    type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RolloutConfiguration.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RolloutConfiguration.yaml
deleted file mode 100644
index c2811bb8ed30..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RolloutConfiguration.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/RolloutConfiguration.yaml
-title: RolloutConfiguration
-description: configuration for the rollout of a connector
-type: object
-additionalProperties: false
-properties:
-  enableProgressiveRollout:
-    type: boolean
-    default: false
-    description: Whether to enable progressive rollout for the connector.
-  initialPercentage:
-    type: integer
-    minimum: 0
-    maximum: 100
-    default: 0
-    description: The percentage of users that should receive the new version initially.
-  maxPercentage:
-    type: integer
-    minimum: 0
-    maximum: 100
-    default: 50
-    description: The percentage of users who should receive the release candidate during the test phase before full rollout.
-  advanceDelayMinutes:
-    type: integer
-    minimum: 10
-    default: 10
-    description: The number of minutes to wait before advancing the rollout percentage.
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/Secret.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/Secret.yaml
deleted file mode 100644
index a6687c0e698b..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/Secret.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/Secret.yaml
-title: Secret
-description: An object describing a secret's metadata
-type: object
-required:
-  - name
-  - secretStore
-additionalProperties: false
-properties:
-  name:
-    type: string
-    description: "The secret name in the secret store"
-  fileName:
-    type: string
-    description: "The name of the file to which the secret value would be persisted"
-  secretStore:
-    "$ref": SecretStore.yaml
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SecretStore.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SecretStore.yaml
deleted file mode 100644
index 2a85367b7985..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SecretStore.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SecretStore.yaml
-title: SecretStore
-description: An object describing a secret store metadata
-type: object
-additionalProperties: false
-properties:
-  alias:
-    type: string
-    description: "The alias of the secret store which can map to its actual secret address"
-  type:
-    type: string
-    description: "The type of the secret store"
-    enum:
-      - "GSM"
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SourceFileInfo.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SourceFileInfo.yaml
deleted file mode 100644
index 7345cbf5b564..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SourceFileInfo.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/SourceFileInfo.yaml
-title: SourceFileInfo
-description: Information about the source file that generated the registry entry
-type: object
-properties:
-  metadata_etag:
-    type: string
-  metadata_file_path:
-    type: string
-  metadata_bucket_name:
-    type: string
-  metadata_last_modified:
-    type: string
-  registry_entry_generated_at:
-    type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SuggestedStreams.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SuggestedStreams.yaml
deleted file mode 100644
index 4c540ba7fe98..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SuggestedStreams.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SuggestedStreams.yaml
-title: SuggestedStreams
-description: A source's suggested streams.  These will be suggested by default for new connections using this source.  Otherwise, all streams will be selected.  This is useful for when your source has a lot of streams, but the average user will only want a subset of them synced.
-type: object
-additionalProperties: true
-properties:
-  streams:
-    type: array
-    description: An array of streams that this connector suggests the average user will want.  SuggestedStreams not being present for the source means that all streams are suggested.  An empty list here means that no streams are suggested.
-    items:
-      type: string
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SupportLevel.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SupportLevel.yaml
deleted file mode 100644
index 752d99a27c29..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/SupportLevel.yaml
+++ /dev/null
@@ -1,10 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors_ci/metadata_service/lib/models/src/SupportLevel.yaml
-title: SupportLevel
-description: enum that describes a connector's release stage
-type: string
-enum:
-  - community
-  - certified
-  - archived
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/TestConnections.yaml b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/TestConnections.yaml
deleted file mode 100644
index 0ca92550ae9f..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/TestConnections.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-"$id": https://github.com/airbytehq/airbyte/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/src/TestConnections.yaml
-title: TestConnections
-description: List of sandbox cloud connections that tests can be run against
-type: object
-required:
-  - name
-  - id
-additionalProperties: false
-properties:
-  name:
-    type: string
-    description: "The connection name"
-  id:
-    type: string
-    description: "The connection ID"
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/transform.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/transform.py
deleted file mode 100644
index 971e3e76008a..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/models/transform.py
+++ /dev/null
@@ -1,71 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-
-from pydantic import BaseModel
-
-
-def _apply_default_pydantic_kwargs(kwargs: dict) -> dict:
-    """A helper function to apply default kwargs to pydantic models.
-
-    Args:
-        kwargs (dict): the kwargs to apply
-
-    Returns:
-        dict: the kwargs with defaults applied
-    """
-    default_kwargs = {
-        "by_alias": True,  # Ensure that the original field name from the jsonschema is used in the event it begins with an underscore (e.g. ab_internal)
-        "exclude_none": True,  # Exclude fields that are None
-    }
-
-    return {**default_kwargs, **kwargs}
-
-
-def to_json_sanitized_dict(pydantic_model_obj: BaseModel, **kwargs) -> dict:
-    """A helper function to convert a pydantic model to a sanitized dict.
-
-    Without this pydantic dictionary may contain values that are not JSON serializable.
-
-    Args:
-        pydantic_model_obj (BaseModel): a pydantic model
-
-    Returns:
-        dict: a sanitized dictionary
-    """
-
-    return json.loads(to_json(pydantic_model_obj, **kwargs))
-
-
-def to_json(pydantic_model_obj: BaseModel, **kwargs) -> str:
-    """A helper function to convert a pydantic model to a json string.
-
-    Without this pydantic dictionary may contain values that are not JSON serializable.
-
-    Args:
-        pydantic_model_obj (BaseModel): a pydantic model
-
-    Returns:
-        str: a json string
-    """
-    kwargs = _apply_default_pydantic_kwargs(kwargs)
-
-    return pydantic_model_obj.json(**kwargs)
-
-
-def to_dict(pydantic_model_obj: BaseModel, **kwargs) -> dict:
-    """A helper function to convert a pydantic model to a dict.
-
-    Without this pydantic dictionary may contain values that are not JSON serializable.
-
-    Args:
-        pydantic_model_obj (BaseModel): a pydantic model
-
-    Returns:
-        dict: a dict
-    """
-    kwargs = _apply_default_pydantic_kwargs(kwargs)
-
-    return pydantic_model_obj.dict(**kwargs)
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry.py
deleted file mode 100644
index a421fb8b6cf8..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry.py
+++ /dev/null
@@ -1,367 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import copy
-import json
-import logging
-import os
-from collections import defaultdict
-from enum import Enum
-from typing import Union
-
-import semver
-import sentry_sdk
-from google.cloud import storage
-from google.oauth2 import service_account
-from pydash.objects import set_with
-
-from metadata_service.constants import (
-    ANALYTICS_BUCKET,
-    ANALYTICS_FOLDER,
-    METADATA_FOLDER,
-    PUBLISH_UPDATE_CHANNEL,
-    REGISTRIES_FOLDER,
-    VALID_REGISTRIES,
-)
-from metadata_service.helpers.gcs import get_gcs_storage_client, safe_read_gcs_file
-from metadata_service.helpers.object_helpers import CaseInsensitiveKeys, default_none_to_dict
-from metadata_service.helpers.slack import send_slack_message
-from metadata_service.models.generated import ConnectorRegistryDestinationDefinition, ConnectorRegistrySourceDefinition, ConnectorRegistryV0
-from metadata_service.models.transform import to_json_sanitized_dict
-
-logger = logging.getLogger(__name__)
-
-
-PolymorphicRegistryEntry = Union[ConnectorRegistrySourceDefinition, ConnectorRegistryDestinationDefinition]
-
-
-class ConnectorTypes(str, Enum, metaclass=CaseInsensitiveKeys):
-    SOURCE = "source"
-    DESTINATION = "destination"
-
-
-class ConnectorTypePrimaryKey(str, Enum, metaclass=CaseInsensitiveKeys):
-    SOURCE = "sourceDefinitionId"
-    DESTINATION = "destinationDefinitionId"
-
-
-class StringNullJsonDecoder(json.JSONDecoder):
-    """A JSON decoder that converts "null" strings to None."""
-
-    def __init__(self, *args, **kwargs):
-        super().__init__(object_hook=self.object_hook, *args, **kwargs)
-
-    def object_hook(self, obj):
-        return {k: (None if v == "null" else v) for k, v in obj.items()}
-
-
-def _apply_metrics_to_registry_entry(registry_entry_dict: dict, connector_type: ConnectorTypes, latest_metrics_dict: dict) -> dict:
-    """Apply the metrics to the registry entry.
-
-    Args:
-        registry_entry_dict (dict): The registry entry.
-        latest_metrics_dict (dict): The metrics.
-
-    Returns:
-        dict: The registry entry with metrics.
-    """
-    connector_id = registry_entry_dict[ConnectorTypePrimaryKey[connector_type.value]]
-    metrics = latest_metrics_dict.get(connector_id, {})
-
-    # Safely add metrics to ["generated"]["metrics"], knowing that the key may not exist, or might be None
-    registry_entry_dict = set_with(registry_entry_dict, "generated.metrics", metrics, default_none_to_dict)
-
-    return registry_entry_dict
-
-
-def _apply_release_candidate_entries(registry_entry_dict: dict, docker_repository_to_rc_registry_entry: dict) -> dict:
-    """Apply the optionally existing release candidate entries to the registry entry.
-    We need both the release candidate metadata entry and the release candidate registry entry because the metadata entry contains the rollout configuration, and the registry entry contains the actual RC registry entry.
-
-    Args:
-        registry_entry_dict (dict): The registry entry.
-        docker_repository_to_rc_registry_entry (dict): Mapping of docker repository to release candidate registry entry.
-
-    Returns:
-        dict: The registry entry with release candidates applied.
-    """
-    registry_entry_dict = copy.deepcopy(registry_entry_dict)
-    if registry_entry_dict["dockerRepository"] in docker_repository_to_rc_registry_entry:
-        release_candidate_registry_entry = docker_repository_to_rc_registry_entry[registry_entry_dict["dockerRepository"]]
-        registry_entry_dict = _apply_release_candidates(registry_entry_dict, release_candidate_registry_entry)
-    return registry_entry_dict
-
-
-def _apply_release_candidates(
-    latest_registry_entry: dict,
-    release_candidate_registry_entry: PolymorphicRegistryEntry,
-) -> dict:
-    """Apply the release candidate entries to the registry entry.
-
-    Args:
-        latest_registry_entry (dict): The latest registry entry.
-        release_candidate_registry_entry (PolymorphicRegistryEntry): The release candidate registry entry.
-
-    Returns:
-        dict: The registry entry with release candidates applied.
-    """
-    try:
-        if not release_candidate_registry_entry.releases.rolloutConfiguration.enableProgressiveRollout:
-            return latest_registry_entry
-    # Handle if releases or rolloutConfiguration is not present in the release candidate registry entry
-    except AttributeError:
-        return latest_registry_entry
-
-    # If the relase candidate is older than the latest registry entry, don't apply the release candidate and return the latest registry entry
-    if semver.Version.parse(release_candidate_registry_entry.dockerImageTag) < semver.Version.parse(
-        latest_registry_entry["dockerImageTag"]
-    ):
-        return latest_registry_entry
-
-    updated_registry_entry = copy.deepcopy(latest_registry_entry)
-    updated_registry_entry.setdefault("releases", {})
-    updated_registry_entry["releases"]["releaseCandidates"] = {
-        release_candidate_registry_entry.dockerImageTag: to_json_sanitized_dict(release_candidate_registry_entry)
-    }
-    return updated_registry_entry
-
-
-def _build_connector_registry(
-    latest_registry_entries: list[PolymorphicRegistryEntry], latest_connector_metrics: dict, docker_repository_to_rc_registry_entry: dict
-) -> ConnectorRegistryV0:
-    registry_dict = {"sources": [], "destinations": []}
-
-    for latest_registry_entry in latest_registry_entries:
-        connector_type = _get_connector_type_from_registry_entry(latest_registry_entry)
-        plural_connector_type = f"{connector_type.value}s"
-
-        registry_entry_dict = to_json_sanitized_dict(latest_registry_entry)
-
-        enriched_registry_entry_dict = _apply_metrics_to_registry_entry(registry_entry_dict, connector_type, latest_connector_metrics)
-
-        enriched_registry_entry_dict = _apply_release_candidate_entries(
-            enriched_registry_entry_dict, docker_repository_to_rc_registry_entry
-        )
-
-        registry_dict[plural_connector_type].append(enriched_registry_entry_dict)
-
-    return ConnectorRegistryV0.parse_obj(registry_dict)
-
-
-def _convert_json_to_metrics_dict(jsonl_string: str) -> dict:
-    """Convert the jsonl string to a metrics dict.
-
-    Args:
-        jsonl_string (str): The jsonl string.
-
-    Returns:
-        dict: The metrics dict.
-    """
-    metrics_dict = defaultdict(dict)
-    jsonl_lines = jsonl_string.splitlines()
-    for line in jsonl_lines:
-        data = json.loads(line, cls=StringNullJsonDecoder)
-        connector_data = data["_airbyte_data"]
-        connector_definition_id = connector_data["connector_definition_id"]
-        airbyte_platform = connector_data["airbyte_platform"]
-        metrics_dict[connector_definition_id][airbyte_platform] = connector_data
-
-    return metrics_dict
-
-
-def _get_connector_type_from_registry_entry(registry_entry: PolymorphicRegistryEntry) -> ConnectorTypes:
-    """Get the connector type from the registry entry.
-
-    Args:
-        registry_entry (PolymorphicRegistryEntry): The registry entry.
-
-    Returns:
-        ConnectorTypes: The connector type.
-    """
-    if hasattr(registry_entry, ConnectorTypePrimaryKey.SOURCE):
-        return ConnectorTypes.SOURCE
-    elif hasattr(registry_entry, ConnectorTypePrimaryKey.DESTINATION):
-        return ConnectorTypes.DESTINATION
-    else:
-        raise ValueError("Registry entry is not a source or destination")
-
-
-@sentry_sdk.trace
-def _get_latest_registry_entries(bucket: storage.Bucket, registry_type: str) -> list[PolymorphicRegistryEntry]:
-    """Get the latest registry entries from the GCS bucket.
-
-    Args:
-        bucket (storage.Bucket): The GCS bucket.
-        registry_type (str): The registry type.
-
-    Returns:
-        list[PolymorphicRegistryEntry]: The latest registry entries.
-    """
-    registry_type_file_name = f"{registry_type}.json"
-
-    try:
-        logger.info(f"Listing blobs in the latest folder: {METADATA_FOLDER}/**/latest/{registry_type_file_name}")
-        blobs = bucket.list_blobs(match_glob=f"{METADATA_FOLDER}/**/latest/{registry_type_file_name}")
-    except Exception as e:
-        logger.error(f"Error listing blobs in the latest folder: {str(e)}")
-        return []
-
-    latest_registry_entries = []
-    for blob in blobs:
-        logger.info(f"Reading blob: {blob.name}")
-        registry_dict = json.loads(safe_read_gcs_file(blob))
-        try:
-            if registry_dict.get(ConnectorTypePrimaryKey.SOURCE.value):
-                registry_model = ConnectorRegistrySourceDefinition.parse_obj(registry_dict)
-            elif registry_dict.get(ConnectorTypePrimaryKey.DESTINATION.value):
-                registry_model = ConnectorRegistryDestinationDefinition.parse_obj(registry_dict)
-            else:
-                logger.warning(f"Failed to parse registry model for {blob.name}. Skipping.")
-                continue
-        except Exception as e:
-            logger.error(f"Error parsing registry model for {blob.name}: {str(e)}")
-            continue
-        latest_registry_entries.append(registry_model)
-    return latest_registry_entries
-
-
-@sentry_sdk.trace
-def _get_release_candidate_registry_entries(bucket: storage.Bucket, registry_type: str) -> list[PolymorphicRegistryEntry]:
-    """Get the release candidate registry entries from the GCS bucket.
-
-    Args:
-        bucket (storage.Bucket): The GCS bucket.
-        registry_type (str): The registry type.
-
-    Returns:
-        list[PolymorphicRegistryEntry]: The release candidate registry entries.
-    """
-    blobs = bucket.list_blobs(match_glob=f"{METADATA_FOLDER}/**/release_candidate/{registry_type}.json")
-    release_candidate_registry_entries = []
-    for blob in blobs:
-        logger.info(f"Reading blob: {blob.name}")
-        registry_dict = json.loads(safe_read_gcs_file(blob))
-        try:
-            if "/source-" in blob.name:
-                registry_model = ConnectorRegistrySourceDefinition.parse_obj(registry_dict)
-            else:
-                registry_model = ConnectorRegistryDestinationDefinition.parse_obj(registry_dict)
-        except Exception as e:
-            logger.error(f"Error parsing registry model for {blob.name}: {str(e)}")
-            continue
-
-        release_candidate_registry_entries.append(registry_model)
-    return release_candidate_registry_entries
-
-
-@sentry_sdk.trace
-def _get_latest_connector_metrics(bucket: storage.Bucket) -> dict:
-    """Get the latest connector metrics from the GCS bucket.
-
-    Args:
-        bucket (storage.Bucket): The GCS bucket.
-
-    Returns:
-        dict: The latest connector metrics.
-    """
-    try:
-        logger.info(f"Getting blobs in the analytics folder: {ANALYTICS_FOLDER}")
-        blobs = bucket.list_blobs(prefix=f"{ANALYTICS_FOLDER}/")
-    except Exception as e:
-        logger.error(f"Unexpected error listing blobs at {ANALYTICS_FOLDER}: {str(e)}")
-        return {}
-
-    if not blobs:
-        raise ValueError("No blobs found in the analytics folder")
-
-    # Sort blobs by updated time (most recent first)
-    most_recent_blob = max(blobs, key=lambda blob: blob.updated)
-
-    latest_metrics_jsonl = safe_read_gcs_file(most_recent_blob)
-
-    if latest_metrics_jsonl is None:
-        logger.warning(f"No metrics found for {most_recent_blob.name}")
-        return {}
-
-    try:
-        latest_metrics_dict = _convert_json_to_metrics_dict(latest_metrics_jsonl)
-    except Exception as e:
-        logger.error(f"Error converting json to metrics dict: {str(e)}")
-        return {}
-
-    return latest_metrics_dict
-
-
-@sentry_sdk.trace
-def _persist_registry(registry: ConnectorRegistryV0, registry_name: str, bucket: storage.Bucket) -> None:
-    """Persist the registry to a json file on GCS bucket
-
-    Args:
-        registry (ConnectorRegistryV0): The registry.
-        registry_name (str): The name of the registry. One of "cloud" or "oss".
-        bucket (storage.Bucket): The GCS bucket.
-
-    Returns:
-        None
-    """
-
-    registry_file_name = f"{registry_name}_registry.json"
-    registry_file_path = f"{REGISTRIES_FOLDER}/{registry_file_name}"
-    registry_json = registry.json(exclude_none=True)
-    registry_json = json.dumps(json.loads(registry_json), sort_keys=True)
-
-    try:
-        logger.info(f"Uploading {registry_name} registry to {registry_file_path}")
-        blob = bucket.blob(registry_file_path)
-        # In cloud, airbyte-cron polls the registry frequently, to enable faster connector updates.
-        # We should set a lower cache duration on the blob so that the cron receives an up-to-date view of the registry.
-        # However, OSS polls the registry much less frequently, so the default cache setting (1hr max-age) is fine.
-        if registry_name == "cloud":
-            blob.cache_control = "public, max-age=120"
-        blob.upload_from_string(registry_json.encode("utf-8"), content_type="application/json")
-        logger.info(f"Successfully uploaded {registry_name} registry to {registry_file_path}")
-        return
-    except Exception as e:
-        logger.error(f"Error persisting {registry_file_name} to json: {str(e)}")
-        raise e
-
-
-def generate_and_persist_connector_registry(bucket_name: str, registry_type: str) -> None:
-    """Generate and persist the registry to a json file on GCS bucket.
-
-    Args:
-        bucket_name (str): The name of the GCS bucket.
-        registry_type (str): The type of the registry.
-
-    Returns:
-        tuple[bool, Optional[str]]: A tuple containing a boolean indicating success and an optional error message.
-    """
-    if registry_type not in VALID_REGISTRIES:
-        raise ValueError(f"Invalid registry type: {registry_type}. Valid types are: {', '.join(VALID_REGISTRIES)}.")
-
-    gcs_client = get_gcs_storage_client()
-    registry_bucket = gcs_client.bucket(bucket_name)
-    analytics_bucket = gcs_client.bucket(ANALYTICS_BUCKET)
-
-    latest_registry_entries = _get_latest_registry_entries(registry_bucket, registry_type)
-
-    release_candidate_registry_entries = _get_release_candidate_registry_entries(registry_bucket, registry_type)
-
-    docker_repository_to_rc_registry_entry = {
-        release_candidate_registry_entries.dockerRepository: release_candidate_registry_entries
-        for release_candidate_registry_entries in release_candidate_registry_entries
-    }
-
-    latest_connector_metrics = _get_latest_connector_metrics(analytics_bucket)
-
-    connector_registry = _build_connector_registry(
-        latest_registry_entries, latest_connector_metrics, docker_repository_to_rc_registry_entry
-    )
-
-    try:
-        _persist_registry(connector_registry, registry_type, registry_bucket)
-    except Exception as e:
-        message = f"*🤖 🔴 _Registry Generation_ FAILED*:\nFailed to generate and persist {registry_type} registry."
-        send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-        raise e
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_entry.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_entry.py
deleted file mode 100644
index fb1f01a71d78..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_entry.py
+++ /dev/null
@@ -1,572 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-
-import copy
-import datetime
-import json
-import logging
-import os
-import pathlib
-from dataclasses import dataclass
-from typing import List, Optional, Tuple, Union
-
-import pandas as pd
-import sentry_sdk
-import yaml
-from google.cloud import storage
-from pydash import set_with
-
-from metadata_service.constants import (
-    CONNECTOR_DEPENDENCY_FILE_NAME,
-    CONNECTOR_DEPENDENCY_FOLDER,
-    CONNECTORS_PATH,
-    DEFAULT_ASSET_URL,
-    ICON_FILE_NAME,
-    METADATA_CDN_BASE_URL,
-    METADATA_FILE_NAME,
-    METADATA_FOLDER,
-    PUBLISH_UPDATE_CHANNEL,
-    get_public_url_for_gcs_file,
-)
-from metadata_service.helpers.gcs import get_gcs_storage_client, safe_read_gcs_file
-from metadata_service.helpers.object_helpers import deep_copy_params, default_none_to_dict
-from metadata_service.helpers.slack import send_slack_message
-from metadata_service.models.generated import (
-    ConnectorRegistryDestinationDefinition,
-    ConnectorRegistrySourceDefinition,
-    GeneratedFields,
-    SourceFileInfo,
-)
-from metadata_service.registry import ConnectorTypePrimaryKey, ConnectorTypes
-from metadata_service.spec_cache import SpecCache
-
-logger = logging.getLogger(__name__)
-
-PYTHON_CDK_SLUG = "python"
-
-PolymorphicRegistryEntry = Union[ConnectorRegistrySourceDefinition, ConnectorRegistryDestinationDefinition]
-TaggedRegistryEntry = Tuple[ConnectorTypes, PolymorphicRegistryEntry]
-
-
-@dataclass(frozen=True)
-class RegistryEntryInfo:
-    entry_blob_path: str
-    metadata_file_path: str
-
-
-def _apply_metadata_overrides(
-    metadata_data: dict, registry_type: str, bucket_name: str, metadata_blob: storage.Blob, skip_docker_image_tag: bool = True
-) -> dict:
-    connector_type = metadata_data["connectorType"]
-
-    overridden_metadata_data = _apply_overrides_from_registry(metadata_data, registry_type, skip_docker_image_tag=skip_docker_image_tag)
-
-    # remove fields that are not needed in the registry
-    del overridden_metadata_data["registryOverrides"]
-    del overridden_metadata_data["connectorType"]
-
-    # rename field connectorSubtype to sourceType
-    connector_subtype = overridden_metadata_data.get("connectorSubtype")
-    if connector_subtype:
-        overridden_metadata_data["sourceType"] = overridden_metadata_data["connectorSubtype"]
-        del overridden_metadata_data["connectorSubtype"]
-
-    # rename definitionId field to sourceDefinitionId or destinationDefinitionId
-    id_field = "sourceDefinitionId" if connector_type == "source" else "destinationDefinitionId"
-    overridden_metadata_data[id_field] = overridden_metadata_data["definitionId"]
-    del overridden_metadata_data["definitionId"]
-
-    # add in useless fields that are currently required for porting to the actor definition spec
-    overridden_metadata_data["tombstone"] = False
-    overridden_metadata_data["custom"] = False
-    overridden_metadata_data["public"] = True
-
-    # Add generated fields for source file metadata and git
-    overridden_metadata_data["generated"] = _apply_generated_fields(overridden_metadata_data, bucket_name, metadata_blob)
-
-    # Add Dependency information
-    overridden_metadata_data["packageInfo"] = _apply_package_info_fields(overridden_metadata_data, bucket_name)
-
-    # Add language field
-    overridden_metadata_data = _apply_language_field(overridden_metadata_data)
-
-    # if there is no supportLevel, set it to "community"
-    if not overridden_metadata_data.get("supportLevel"):
-        overridden_metadata_data["supportLevel"] = "community"
-
-    # apply ab_internal defaults
-    overridden_metadata_data = _apply_ab_internal_defaults(overridden_metadata_data)
-
-    # apply icon url and releases
-    icon_blob = _get_icon_blob_from_gcs(bucket_name, metadata_data)
-    icon_url = get_public_url_for_gcs_file(icon_blob.bucket.name, icon_blob.name, METADATA_CDN_BASE_URL)
-
-    overridden_metadata_data["iconUrl"] = icon_url
-    overridden_metadata_data["releases"] = _apply_connector_releases(overridden_metadata_data)
-
-    return overridden_metadata_data
-
-
-@deep_copy_params
-def _apply_overrides_from_registry(metadata_data: dict, override_registry_key: str, skip_docker_image_tag: bool = True) -> dict:
-    """Apply the overrides from the registry to the metadata data.
-
-    Args:
-        metadata_data: The metadata data field.
-        override_registry_key: The key of the registry to override the metadata with.
-        skip_docker_image_tag: If True (default), skip applying dockerImageTag override.
-            This should be True for the version being published, and False for latest
-            entries (which should reflect the overridden/pinned version, if applicable).
-
-    Returns:
-        The metadata data field with the overrides applied.
-    """
-    override_registry = metadata_data["registryOverrides"][override_registry_key]
-    del override_registry["enabled"]
-
-    # remove any None values from the override registry
-    override_registry = {k: v for k, v in override_registry.items() if v is not None}
-
-    if skip_docker_image_tag and "dockerImageTag" in override_registry:
-        del override_registry["dockerImageTag"]
-
-    metadata_data.update(override_registry)
-
-    return metadata_data
-
-
-def _apply_generated_fields(metadata_data: dict, bucket_name: str, metadata_blob: storage.Blob) -> dict:
-    """Apply generated fields to the metadata data field.
-
-    Args:
-        metadata_data (dict): The metadata data field.
-
-    Returns:
-        dict: The metadata data field with the generated fields applied.
-    """
-    # work on our own copy of everything
-    metadata_data = copy.deepcopy(metadata_data)
-
-    generated_fields = metadata_data.get("generated") or {}
-
-    # Add the source file metadata
-    # on a GCS blob, the "name" is actually the full path
-    generated_fields = set_with(generated_fields, "source_file_info.metadata_file_path", metadata_blob.name, default_none_to_dict)
-    generated_fields = set_with(generated_fields, "source_file_info.metadata_bucket_name", bucket_name, default_none_to_dict)
-    generated_fields = set_with(
-        generated_fields, "source_file_info.registry_entry_generated_at", datetime.datetime.now().isoformat(), default_none_to_dict
-    )
-    generated_fields = set_with(
-        generated_fields, "source_file_info.metadata_last_modified", metadata_blob.updated.isoformat(), default_none_to_dict
-    )
-
-    return generated_fields
-
-
-@sentry_sdk.trace
-@deep_copy_params
-def _apply_package_info_fields(metadata_data: dict, bucket_name: str) -> dict:
-    """Apply package info fields to the metadata data field.
-
-    Args:
-        metadata_data (dict): The metadata data field.
-        bucket_name (str): The name of the GCS bucket.
-
-    Returns:
-        dict: The metadata data field with the package info fields applied.
-    """
-
-    sanitized_connector_technical_name = metadata_data["dockerRepository"].replace("airbyte/", "")
-    connector_version = metadata_data["dockerImageTag"]
-
-    dependencies_path = (
-        f"{CONNECTOR_DEPENDENCY_FOLDER}/{sanitized_connector_technical_name}/{connector_version}/{CONNECTOR_DEPENDENCY_FILE_NAME}"
-    )
-
-    package_info_fields = metadata_data.get("packageInfo") or {}
-
-    try:
-        logger.info(
-            f"Getting dependencies blob for `{sanitized_connector_technical_name}` `{connector_version}` at path `{dependencies_path}`"
-        )
-        gcs_client = get_gcs_storage_client(gcs_creds=os.environ.get("GCS_CREDENTIALS"))
-        bucket = gcs_client.bucket(bucket_name)
-        dependencies_blob = bucket.blob(dependencies_path)
-        dependencies_blob_contents = safe_read_gcs_file(dependencies_blob)
-        if dependencies_blob_contents is not None:
-            dependencies_json = json.loads(dependencies_blob_contents)
-            cdk_version = None
-            for package in dependencies_json.get("dependencies", []):
-                if package.get("package_name") == "airbyte-cdk":
-                    # Note: Prefix the version with the python slug as the python cdk is the only one we have
-                    # versions available for.
-                    cdk_version = f"{PYTHON_CDK_SLUG}:{package.get('version')}"
-                    break
-            package_info_fields = set_with(package_info_fields, "cdk_version", cdk_version, default_none_to_dict)
-    except Exception as e:
-        logger.warning(f"Error reading dependencies file for `{sanitized_connector_technical_name}`: {e}")
-        raise
-
-    logger.info("Added package info fields.")
-
-    return package_info_fields
-
-
-@deep_copy_params
-def _apply_language_field(metadata_data: dict) -> dict:
-    """Transform the language tag into a top-level field, if it is not already present.
-
-    Args:
-        metadata_data (dict): The metadata data field.
-
-    Returns:
-        dict: The metadata data field with the language field applied.
-    """
-    if metadata_data.get("language"):
-        return metadata_data
-
-    tags = metadata_data.get("tags", [])
-    languages = [tag.replace("language:", "") for tag in tags if tag.startswith("language:")]
-    metadata_data["language"] = languages[0] if languages else None
-
-    return metadata_data
-
-
-@deep_copy_params
-def _apply_ab_internal_defaults(metadata_data: dict) -> dict:
-    """Apply ab_internal defaults to the metadata data field.
-
-    Args:
-        metadata_data (dict): The metadata data field.
-
-    Returns:
-        dict: The metadata data field with the ab_internal defaults applied.
-    """
-    default_ab_internal_values = {
-        "sl": 100,
-        "ql": 100,
-    }
-
-    existing_ab_internal_values = metadata_data.get("ab_internal") or {}
-    ab_internal_values = {**default_ab_internal_values, **existing_ab_internal_values}
-
-    metadata_data["ab_internal"] = ab_internal_values
-
-    return metadata_data
-
-
-@deep_copy_params
-def _apply_connector_releases(metadata: dict) -> Optional[pd.DataFrame]:
-    documentation_url = metadata["documentationUrl"]
-    final_registry_releases = {}
-    releases = metadata.get("releases")
-    if releases is not None and releases.get("breakingChanges"):
-        # apply defaults for connector releases
-        final_registry_releases["migrationDocumentationUrl"] = _calculate_migration_documentation_url(
-            metadata["releases"], documentation_url
-        )
-
-        # releases has a dictionary field called breakingChanges, where the key is the version and the value is the data for the breaking change
-        # each breaking change has a migrationDocumentationUrl field that is optional, so we need to apply defaults to it
-        breaking_changes = metadata["releases"]["breakingChanges"]
-        if breaking_changes is not None:
-            for version, breaking_change in breaking_changes.items():
-                breaking_change["migrationDocumentationUrl"] = _calculate_migration_documentation_url(
-                    breaking_change, documentation_url, version
-                )
-            final_registry_releases["breakingChanges"] = breaking_changes
-
-    if releases is not None and releases.get("rolloutConfiguration"):
-        final_registry_releases["rolloutConfiguration"] = metadata["releases"]["rolloutConfiguration"]
-    return final_registry_releases
-
-
-def _calculate_migration_documentation_url(releases_or_breaking_change: dict, documentation_url: str, version: Optional[str] = None) -> str:
-    """Calculate the migration documentation url for the connector releases.
-
-    Args:
-        metadata_releases (dict): The connector releases.
-
-    Returns:
-        str: The migration documentation url.
-    """
-
-    base_url = f"{documentation_url}-migrations"
-    default_migration_documentation_url = f"{base_url}#{version}" if version is not None else base_url
-
-    return releases_or_breaking_change.get("migrationDocumentationUrl", None) or default_migration_documentation_url
-
-
-def _get_and_parse_yaml_file(file_path: pathlib.Path) -> dict:
-    """Get and parse the metadata file.
-
-    Args:
-        metadata_file_path (pathlib.Path): The path to the metadata file.
-
-    Returns:
-        dict: The file dictionary.
-    """
-
-    try:
-        logger.debug(f"Getting and parsing YAML file: `{file_path}`")
-        with open(file_path, "r") as f:
-            file_dict = yaml.safe_load(f)
-    except Exception as e:
-        logger.exception(f"Error parsing file")
-        raise
-    logger.info("Parsed YAML file.")
-    return file_dict
-
-
-@sentry_sdk.trace
-def _get_icon_blob_from_gcs(bucket_name: str, metadata_entry: dict) -> storage.Blob:
-    """Get the icon blob from the GCS bucket.
-
-    Args:
-        bucket (storage.Bucket): The GCS bucket.
-        metadata_entry (dict): The metadata entry.
-
-    Returns:
-        storage.Blob: The icon blob.
-    """
-    connector_docker_repository = metadata_entry["dockerRepository"]
-    icon_file_path = f"{METADATA_FOLDER}/{connector_docker_repository}/latest/{ICON_FILE_NAME}"
-    try:
-        logger.info(f"Getting icon blob for {connector_docker_repository}")
-        gcs_client = get_gcs_storage_client(gcs_creds=os.environ.get("GCS_CREDENTIALS"))
-        bucket = gcs_client.bucket(bucket_name)
-        icon_blob = bucket.blob(icon_file_path)
-        if not icon_blob.exists():
-            raise ValueError(f"Icon file not found for `{connector_docker_repository}`")
-    except Exception as e:
-        logger.exception(f"Error getting icon blob")
-        raise
-    return icon_blob
-
-
-def _get_connector_type_from_registry_entry(registry_entry: dict) -> TaggedRegistryEntry:
-    """Get the connector type from the registry entry.
-
-    Args:
-        registry_entry (dict): The registry entry.
-
-    Returns:
-        TaggedRegistryEntry: The connector type and model.
-    """
-    if registry_entry.get(ConnectorTypePrimaryKey.SOURCE.value):
-        return (ConnectorTypes.SOURCE, ConnectorRegistrySourceDefinition)
-    elif registry_entry.get(ConnectorTypePrimaryKey.DESTINATION.value):
-        return (ConnectorTypes.DESTINATION, ConnectorRegistryDestinationDefinition)
-    else:
-        raise Exception("Could not determine connector type from registry entry")
-
-
-def _get_registry_blob_information(
-    metadata_dict: dict, registry_type: str, metadata_data_with_overrides: dict, is_prerelease: bool
-) -> List[RegistryEntryInfo]:
-    """
-    Builds information for each registry blob: GCS path to write the registry entry into, along with
-    the correct "metadata blob path" for the entry.
-
-    Args:
-        metadata_dict (dict): The metadata dictionary.
-        registry_type (str): The registry type.
-
-    Returns:
-        List[RegistryEntryInfo]: Tuples of the path to write the registry entry to, and the metadata blob path to populate into the entry.
-    """
-    docker_repository = metadata_dict["data"]["dockerRepository"]
-    registry_entry_paths: List[RegistryEntryInfo] = []
-
-    # The versioned registry entries always respect the registry overrides.
-    # For example, with destination-postgres: we'll push oss.json to `destination-postgres/<version>/oss.json`,
-    # but cloud.json goes to `destination-postgres-strict-encrypt/<version>/cloud.json`.
-    versioned_registry_entry_path = f"{METADATA_FOLDER}/{metadata_data_with_overrides['dockerRepository']}/{metadata_data_with_overrides['dockerImageTag']}/{registry_type}.json"
-    # However, the metadata blob path uses the non-overridden docker repo, for... reasons?
-    versioned_metadata_blob_path = f"{METADATA_FOLDER}/{docker_repository}/{metadata_data_with_overrides['dockerImageTag']}/metadata.yaml"
-    # We always publish the versioned registry entry.
-    registry_entry_paths.append(RegistryEntryInfo(versioned_registry_entry_path, versioned_metadata_blob_path))
-
-    # If we're not doing a prerelease, we have an extra file to push.
-    # Note that for these extra files, we point at a different metadata.yaml than the versioned file
-    # (e.g. the `latest` registry entry points at the `latest` metadata.yaml, instead of at the versioned metadata.yaml)
-    if not is_prerelease:
-        if "-rc" in metadata_dict["data"]["dockerImageTag"]:
-            # We're doing a release candidate publish. Push the RC registry entry.
-            # This intentionally uses the non-overridden docker_repository. We _always_ upload both cloud+oss registry entries
-            # to the non-overridden docker_repository path for the `release_candidate` entry.
-            release_candidate_registry_entry_path = f"{METADATA_FOLDER}/{docker_repository}/release_candidate/{registry_type}.json"
-            release_candidate_metadata_blob_path = f"{METADATA_FOLDER}/{docker_repository}/release_candidate/metadata.yaml"
-            registry_entry_paths.append(RegistryEntryInfo(release_candidate_registry_entry_path, release_candidate_metadata_blob_path))
-
-        else:
-            # This is a normal publish. Push the `latest` registry entry.
-            # This intentionally uses the non-overridden docker_repository. We _always_ upload both cloud+oss registry entries
-            # to the non-overridden docker_repository path for the `latest` entry.
-            latest_registry_entry_path = f"{METADATA_FOLDER}/{docker_repository}/latest/{registry_type}.json"
-            latest_registry_metadata_blob_path = f"{METADATA_FOLDER}/{docker_repository}/latest/metadata.yaml"
-            registry_entry_paths.append(RegistryEntryInfo(latest_registry_entry_path, latest_registry_metadata_blob_path))
-
-    return registry_entry_paths
-
-
-@sentry_sdk.trace
-def _persist_connector_registry_entry(bucket_name: str, registry_entry: PolymorphicRegistryEntry, registry_entry_path: str) -> None:
-    """Persist the connector registry entry to the GCS bucket.
-
-    Args:
-        bucket_name (str): The name of the GCS bucket.
-        registry_entry (PolymorphicRegistryEntry): The registry entry.
-        registry_entry_path (str): The path to the registry entry.
-    """
-    try:
-        logger.info(f"Persisting connector registry entry to {registry_entry_path}")
-        gcs_client = get_gcs_storage_client()
-        bucket = gcs_client.bucket(bucket_name)
-        registry_entry_blob = bucket.blob(registry_entry_path)
-        registry_entry_blob.upload_from_string(registry_entry.json(exclude_none=True))
-    except Exception as e:
-        logger.exception(f"Error persisting connector registry entry")
-        raise
-
-
-@sentry_sdk.trace
-def generate_and_persist_registry_entry(
-    bucket_name: str, repo_metadata_file_path: pathlib.Path, registry_type: str, docker_image_tag: str, is_prerelease: bool
-) -> None:
-    """Generate and persist the connector registry entry to the GCS bucket.
-
-    Args:
-        bucket_name (str): The name of the GCS bucket.
-        repo_metadata_file_path (pathlib.Path): The path to the spec file.
-        registry_type (str): The registry type.
-        docker_image_tag (str): The docker image tag associated with this release. Typically a semver string (e.g. '1.2.3'), possibly with a suffix (e.g. '1.2.3-preview.abcde12')
-        is_prerelease (bool): Whether this is a prerelease, or a main release.
-    """
-    # Read the repo metadata dict to bootstrap ourselves. We need the docker repository,
-    # so that we can read the metadata from GCS.
-    repo_metadata_dict = _get_and_parse_yaml_file(repo_metadata_file_path)
-    docker_repository = repo_metadata_dict["data"]["dockerRepository"]
-
-    try:
-        # Now that we have the docker repo, read the appropriate versioned metadata from GCS.
-        # This metadata will differ in a few fields (e.g. in prerelease mode, dockerImageTag will contain the actual prerelease tag `1.2.3-preview.abcde12`),
-        # so we'll treat this as the source of truth (ish. See below for how we handle the registryOverrides field.)
-        gcs_client = get_gcs_storage_client(gcs_creds=os.environ.get("GCS_CREDENTIALS"))
-        bucket = gcs_client.bucket(bucket_name)
-        metadata_blob = bucket.blob(f"{METADATA_FOLDER}/{docker_repository}/{docker_image_tag}/{METADATA_FILE_NAME}")
-        # bucket.blob() returns a partially-loaded blob.
-        # reload() asks GCS to fetch the rest of the information.
-        # (this doesn't fetch the _contents_ of the blob, only its metadata - modified time, etc.)
-        metadata_blob.reload()
-        metadata_dict = yaml.safe_load(metadata_blob.download_as_string())
-    except:
-        logger.exception("Error loading metadata from GCS")
-        message = f"*🤖 🔴 _Registry Entry Generation_ FAILED*:\nRegistry Entry: `{registry_type}.json`\nConnector: `{repo_metadata_dict['data']['dockerRepository']}`\nGCS Bucket: `{bucket_name}`."
-        send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-        raise
-
-    message = f"*🤖 🟡 _Registry Entry Generation_ STARTED*:\nRegistry Entry: `{registry_type}.json`\nConnector: `{docker_repository}`\nGCS Bucket: `{bucket_name}`."
-    send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-
-    # If the connector is not enabled on the given registry, skip generateing and persisting the registry entry.
-    if metadata_dict["data"]["registryOverrides"][registry_type]["enabled"]:
-        metadata_data = metadata_dict["data"]
-        try:
-            overridden_metadata_data = _apply_metadata_overrides(
-                metadata_data, registry_type, bucket_name, metadata_blob, skip_docker_image_tag=True
-            )
-        except Exception as e:
-            logger.exception(f"Error applying metadata overrides")
-            message = f"*🤖 🔴 _Registry Entry Generation_ FAILED*:\nRegistry Entry: `{registry_type}.json`\nConnector: `{metadata_data['dockerRepository']}`\nGCS Bucket: `{bucket_name}`."
-            send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-            raise
-
-        registry_entry_blob_paths = _get_registry_blob_information(metadata_dict, registry_type, overridden_metadata_data, is_prerelease)
-
-        logger.info("Parsing spec file.")
-        spec_cache = SpecCache()
-        # Use the overridden values here. This enables us to read from the appropriate spec cache for strict-encrypt connectors.
-        cached_spec = spec_cache.find_spec_cache_with_fallback(
-            overridden_metadata_data["dockerRepository"], overridden_metadata_data["dockerImageTag"], registry_type
-        )
-        overridden_metadata_data["spec"] = spec_cache.download_spec(cached_spec)
-        logger.info("Spec file parsed and added to metadata.")
-
-        logger.info("Parsing registry entry model.")
-        _, RegistryEntryModel = _get_connector_type_from_registry_entry(overridden_metadata_data)
-        registry_entry_model = RegistryEntryModel.parse_obj(overridden_metadata_data)
-        logger.info("Registry entry model parsed.")
-
-        # Persist the registry entry to the GCS bucket.
-        for registry_entry_info in registry_entry_blob_paths:
-            registry_entry_blob_path = registry_entry_info.entry_blob_path
-            metadata_blob_path = registry_entry_info.metadata_file_path
-
-            # For latest entries, apply the dockerImageTag override (version pinning behavior)
-            if "/latest/" in registry_entry_blob_path:
-                latest_metadata = _apply_metadata_overrides(
-                    metadata_data, registry_type, bucket_name, metadata_blob, skip_docker_image_tag=False
-                )
-                latest_spec = spec_cache.find_spec_cache_with_fallback(
-                    latest_metadata["dockerRepository"], latest_metadata["dockerImageTag"], registry_type
-                )
-                latest_metadata["spec"] = spec_cache.download_spec(latest_spec)
-                current_registry_entry_model = RegistryEntryModel.parse_obj(latest_metadata)
-            else:
-                current_registry_entry_model = registry_entry_model
-
-            try:
-                logger.info(
-                    f"Persisting `{metadata_data['dockerRepository']}` {registry_type} registry entry to `{registry_entry_blob_path}`"
-                )
-
-                # set the correct metadata blob path on the registry entry
-                current_registry_entry_model = copy.deepcopy(current_registry_entry_model)
-                generated_fields: Optional[GeneratedFields] = current_registry_entry_model.generated
-                if generated_fields is not None:
-                    source_file_info: Optional[SourceFileInfo] = generated_fields.source_file_info
-                    if source_file_info is not None:
-                        source_file_info.metadata_file_path = metadata_blob_path
-                _persist_connector_registry_entry(bucket_name, current_registry_entry_model, registry_entry_blob_path)
-
-                message = f"*🤖 🟢 _Registry Entry Generation_ SUCCESS*:\nRegistry Entry: `{registry_type}.json`\nConnector: `{metadata_data['dockerRepository']}`\nGCS Bucket: `{bucket_name}`\nPath: `{registry_entry_blob_path}`."
-                send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-
-                logger.info("Success.")
-
-            except Exception as e:
-                logger.exception(f"Error persisting connector registry entry to")
-
-                message = f"*🤖 🔴 _Registry Entry Generation_ FAILED*:\nRegistry Entry: `{registry_type}.json`\nConnector: `{metadata_data['dockerRepository']}`\nGCS Bucket: `{bucket_name}`\nPath: `{registry_entry_blob_path}`."
-                send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-
-                try:
-                    bucket.delete_blob(registry_entry_blob_path)
-                except Exception as cleanup_error:
-                    logger.warning(f"Failed to clean up {registry_entry_blob_path}: {cleanup_error}")
-                raise
-    else:
-        logger.info(
-            f"Registry type {registry_type} is not enabled for `{metadata_dict['data']['dockerRepository']}`, skipping generation and upload."
-        )
-        message = f"*🤖 ⚫ _Registry Entry Generation_ NOOP*:\n_Note: Connector is not enabled on {registry_type} registry. No action required._\nRegistry Entry: `{registry_type}.json`\nConnector: `{metadata_dict['data']['dockerRepository']}`\nGCS Bucket: `{bucket_name}`."
-        send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-
-    # For latest versions that are disabled, delete any existing registry entry to remove it from the registry
-    if (
-        "-rc" not in metadata_dict["data"]["dockerImageTag"]
-        and "-dev" not in metadata_dict["data"]["dockerImageTag"]
-        and "-preview" not in metadata_dict["data"]["dockerImageTag"]
-    ) and not metadata_dict["data"]["registryOverrides"][registry_type]["enabled"]:
-        logger.info(
-            f"{registry_type} is not enabled: deleting existing {registry_type} registry entry for {metadata_dict['data']['dockerRepository']} at latest path."
-        )
-
-        latest_registry_entry_path = f"{METADATA_FOLDER}/{metadata_dict['data']['dockerRepository']}/latest/{registry_type}.json"
-
-        existing_registry_entry = bucket.blob(latest_registry_entry_path)
-        if existing_registry_entry.exists():
-            bucket.delete_blob(latest_registry_entry_path)
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_report.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_report.py
deleted file mode 100644
index 9e4061329c28..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/registry_report.py
+++ /dev/null
@@ -1,353 +0,0 @@
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-import json
-import logging
-from dataclasses import dataclass
-from os import scandir
-from typing import Any, Callable, List
-
-import pandas as pd
-from google.cloud import storage
-
-from metadata_service.constants import (
-    CONNECTORS_PATH,
-    GITHUB_REPO_NAME,
-    METADATA_CDN_BASE_URL,
-    REGISTRIES_FOLDER,
-    get_public_url_for_gcs_file,
-)
-from metadata_service.helpers.gcs import get_gcs_storage_client
-from metadata_service.models.generated import ConnectorRegistryV0
-from metadata_service.models.transform import to_json_sanitized_dict
-from metadata_service.templates.render import (
-    ColumnInfo,
-    dataframe_to_table_html,
-    icon_image_html,
-    internal_level_html,
-    render_connector_registry_locations_html,
-    simple_link_html,
-    test_badge_html,
-)
-
-logger = logging.getLogger(__name__)
-
-REPORT_FILE_NAME = "connector_registry_report"
-CONNECTOR_TEST_SUMMARY_FOLDER = "test_summary"
-REPORT_FOLDER = "generated_reports"
-OSS_SUFFIX = "_oss"
-CLOUD_SUFFIX = "_cloud"
-
-# 🖼️ Dataframe Columns
-
-
-def _github_url(docker_repo_name: str, github_connector_folders: List[str]) -> str | None:
-    if not isinstance(docker_repo_name, str):
-        return None
-
-    connector_name = docker_repo_name.replace("airbyte/", "")
-    if connector_name in github_connector_folders:
-        return f"https://github.com/{GITHUB_REPO_NAME}/blob/master/airbyte-integrations/connectors/{connector_name}"
-    else:
-        return None
-
-
-def _issue_url(row: pd.DataFrame) -> str | None:
-    docker_repo = row["dockerRepository_oss"]
-    if not isinstance(docker_repo, str):
-        print(f"no docker repo: {row}")
-        return None
-
-    code_name = docker_repo.split("/")[1]
-    issues_label = (
-        f"connectors/{'source' if 'source-' in code_name else 'destination'}/"
-        f"{code_name.replace('source-', '').replace('destination-', '')}"
-    )
-    return f"https://github.com/{GITHUB_REPO_NAME}/issues?q=is:open+is:issue+label:{issues_label}"
-
-
-def _merge_docker_repo_and_version(row: pd.DataFrame, suffix: str) -> str | None:
-    docker_repo = row[f"dockerRepository{suffix}"]
-    docker_version = row[f"dockerImageTag{suffix}"]
-
-    if not isinstance(docker_repo, str):
-        return None
-
-    return f"{docker_repo}:{docker_version}"
-
-
-def _test_summary_url(row: pd.DataFrame) -> str | None:
-    docker_repo_name = row["dockerRepository_oss"]
-    if not isinstance(docker_repo_name, str):
-        return None
-
-    connector = docker_repo_name.replace("airbyte/", "")
-
-    path = f"{REPORT_FOLDER}/{CONNECTOR_TEST_SUMMARY_FOLDER}/{connector}"
-
-    # get_public_url_for_gcs_file ignores the bucket name if a CDN URL is provided
-    return get_public_url_for_gcs_file("unused", path, METADATA_CDN_BASE_URL)
-
-
-def _ab_internal_sl(row: pd.DataFrame) -> int | None:
-    ab_internal = row.get("ab_internal_oss")
-    if not isinstance(ab_internal, dict) or "sl" not in ab_internal:
-        return None
-    sl = ab_internal["sl"]
-    if not isinstance(sl, int):
-        raise Exception(f"expected sl to be string; got {type(sl)} ({sl})")
-    return sl
-
-
-def _ab_internal_ql(row: pd.DataFrame) -> int | None:
-    ab_internal = row.get("ab_internal_oss")
-    if not isinstance(ab_internal, dict) or "ql" not in ab_internal:
-        return None
-    ql = ab_internal["ql"]
-    if not isinstance(ql, int):
-        raise Exception(f"expected ql to be string; got {type(ql)} ({ql})")
-    return ql
-
-
-# 📊 Dataframe Augmentation
-
-
-def _augment_and_normalize_connector_dataframes(
-    cloud_df: pd.DataFrame, oss_df: pd.DataFrame, primary_key: str, connector_type: str, github_connector_folders: List[str]
-) -> pd.DataFrame:
-    """
-    Normalize the cloud and oss connector dataframes and merge them into a single dataframe.
-    Augment the dataframe with additional columns that indicate if the connector is in the cloud registry, oss registry, and if the metadata is valid.
-    """
-
-    # Add a column 'is_cloud' to indicate if an image/version pair is in the cloud registry
-    cloud_df["is_cloud"] = True
-
-    # Add a column 'is_oss' to indicate if an image/version pair is in the oss registry
-    oss_df["is_oss"] = True
-
-    # Merge the two registries on the 'image' and 'version' columns
-    total_registry = pd.merge(oss_df, cloud_df, how="outer", suffixes=(OSS_SUFFIX, CLOUD_SUFFIX), on=primary_key)
-
-    # remove duplicates from the merged dataframe
-    total_registry = total_registry.drop_duplicates(subset=primary_key, keep="first")
-
-    # Replace NaN values in the 'is_cloud' and 'is_oss' columns with False
-    total_registry[["is_cloud", "is_oss"]] = total_registry[["is_cloud", "is_oss"]].fillna(False)
-
-    # Set connectorType to 'source' or 'destination'
-    total_registry["connector_type"] = connector_type
-
-    total_registry["github_url"] = total_registry["dockerRepository_oss"].apply(lambda x: _github_url(x, github_connector_folders))
-
-    total_registry["issue_url"] = total_registry.apply(_issue_url, axis=1)
-    total_registry["test_summary_url"] = total_registry.apply(_test_summary_url, axis=1)
-
-    # Show Internal Fields
-    total_registry["ab_internal_ql"] = total_registry.apply(_ab_internal_ql, axis=1)
-    total_registry["ab_internal_sl"] = total_registry.apply(_ab_internal_sl, axis=1)
-
-    # Merge docker repo and version into separate columns
-    total_registry["docker_image_oss"] = total_registry.apply(lambda x: _merge_docker_repo_and_version(x, OSS_SUFFIX), axis=1)
-    total_registry["docker_image_cloud"] = total_registry.apply(lambda x: _merge_docker_repo_and_version(x, CLOUD_SUFFIX), axis=1)
-    total_registry["docker_images_match"] = total_registry["docker_image_oss"] == total_registry["docker_image_cloud"]
-
-    # Rename column primary_key to 'definitionId'
-    total_registry.rename(columns={primary_key: "definitionId"}, inplace=True)
-
-    return total_registry
-
-
-# ASSETS
-
-
-def _cloud_sources_dataframe(latest_cloud_registry: ConnectorRegistryV0) -> pd.DataFrame:
-    latest_cloud_registry_dict = to_json_sanitized_dict(latest_cloud_registry)
-    sources = latest_cloud_registry_dict["sources"]
-    return pd.DataFrame(sources)
-
-
-def _oss_sources_dataframe(latest_oss_registry: ConnectorRegistryV0) -> pd.DataFrame:
-    latest_oss_registry_dict = to_json_sanitized_dict(latest_oss_registry)
-    sources = latest_oss_registry_dict["sources"]
-    return pd.DataFrame(sources)
-
-
-def _cloud_destinations_dataframe(latest_cloud_registry: ConnectorRegistryV0) -> pd.DataFrame:
-    latest_cloud_registry_dict = to_json_sanitized_dict(latest_cloud_registry)
-    destinations = latest_cloud_registry_dict["destinations"]
-    return pd.DataFrame(destinations)
-
-
-def _oss_destinations_dataframe(latest_oss_registry: ConnectorRegistryV0) -> pd.DataFrame:
-    latest_oss_registry_dict = to_json_sanitized_dict(latest_oss_registry)
-    destinations = latest_oss_registry_dict["destinations"]
-    return pd.DataFrame(destinations)
-
-
-def _all_sources_dataframe(cloud_sources_dataframe, oss_sources_dataframe, github_connector_folders) -> pd.DataFrame:
-    """
-    Merge the cloud and oss sources registries into a single dataframe.
-    """
-
-    return _augment_and_normalize_connector_dataframes(
-        cloud_df=cloud_sources_dataframe,
-        oss_df=oss_sources_dataframe,
-        primary_key="sourceDefinitionId",
-        connector_type="source",
-        github_connector_folders=github_connector_folders,
-    )
-
-
-def _all_destinations_dataframe(cloud_destinations_dataframe, oss_destinations_dataframe, github_connector_folders) -> pd.DataFrame:
-    """
-    Merge the cloud and oss destinations registries into a single dataframe.
-    """
-
-    return _augment_and_normalize_connector_dataframes(
-        cloud_df=cloud_destinations_dataframe,
-        oss_df=oss_destinations_dataframe,
-        primary_key="destinationDefinitionId",
-        connector_type="destination",
-        github_connector_folders=github_connector_folders,
-    )
-
-
-def _github_connector_folders() -> List[str]:
-    """
-    Return a list of all the folders in the github connectors directory.
-    """
-    folder_names = [item.name for item in scandir(CONNECTORS_PATH) if item.is_dir()]
-    return folder_names
-
-
-def _load_registry(bucket: storage.Bucket, filename: str) -> ConnectorRegistryV0:
-    latest_oss_registry_gcs_blob = bucket.blob(f"{REGISTRIES_FOLDER}/{filename}")
-    json_string = latest_oss_registry_gcs_blob.download_as_string().decode("utf-8")
-    latest_cloud_registry_dict = json.loads(json_string)
-    return ConnectorRegistryV0.parse_obj(latest_cloud_registry_dict)
-
-
-def generate_and_persist_registry_report(bucket_name: str) -> None:
-    """Generate and persist the registry report to GCS.
-
-    Args:
-        bucket_name (str): The name of the bucket to persist the registry report to.
-
-    Returns:
-        None
-    """
-    client = get_gcs_storage_client()
-    bucket = client.bucket(bucket_name)
-
-    github_connector_folders = _github_connector_folders()
-
-    latest_cloud_registry = _load_registry(bucket, "cloud_registry.json")
-    latest_oss_registry = _load_registry(bucket, "oss_registry.json")
-
-    all_destinations_dataframe = _all_destinations_dataframe(
-        _cloud_destinations_dataframe(latest_cloud_registry),
-        _oss_destinations_dataframe(latest_oss_registry),
-        github_connector_folders,
-    )
-    all_sources_dataframe = _all_sources_dataframe(
-        _cloud_sources_dataframe(latest_cloud_registry),
-        _oss_sources_dataframe(latest_oss_registry),
-        github_connector_folders,
-    )
-
-    all_connectors_dataframe = pd.concat([all_destinations_dataframe, all_sources_dataframe])
-    all_connectors_dataframe.reset_index(inplace=True)
-
-    columns_to_show: List[ColumnInfo] = [
-        {
-            "column": "name_oss",
-            "title": "Connector Name",
-        },
-        {
-            "column": "definitionId",
-            "title": "Definition Id",
-        },
-        {
-            "column": "iconUrl_oss",
-            "title": "Icon",
-            "formatter": icon_image_html,
-        },
-        {
-            "column": "connector_type",
-            "title": "Connector Type",
-        },
-        {
-            "column": "releaseStage_oss",
-            "title": "Release Stage",
-        },
-        {
-            "column": "supportLevel_oss",
-            "title": "Support Level",
-        },
-        {
-            "column": "ab_internal_sl",
-            "title": "Internal SL",
-            "formatter": internal_level_html,
-        },
-        {
-            "column": "ab_internal_ql",
-            "title": "Internal QL",
-            "formatter": internal_level_html,
-        },
-        {
-            "column": "test_summary_url",
-            "title": "Build Status",
-            "formatter": test_badge_html,
-        },
-        {
-            "column": "is_oss",
-            "title": "OSS",
-        },
-        {
-            "column": "is_cloud",
-            "title": "Cloud",
-        },
-        {
-            "column": "docker_image_oss",
-            "title": "Docker Image OSS",
-        },
-        {
-            "column": "docker_image_cloud",
-            "title": "Docker Image Cloud",
-        },
-        {
-            "column": "docker_images_match",
-            "title": "OSS and Cloud Docker Images Match",
-        },
-        {
-            "column": "github_url",
-            "title": "Source",
-            "formatter": simple_link_html,
-        },
-        {
-            "column": "documentationUrl_oss",
-            "title": "Docs",
-            "formatter": simple_link_html,
-        },
-        {
-            "column": "issue_url",
-            "title": "Issues",
-            "formatter": simple_link_html,
-        },
-    ]
-
-    html_string = render_connector_registry_locations_html(
-        destinations_table_html=dataframe_to_table_html(all_destinations_dataframe, columns_to_show),
-        sources_table_html=dataframe_to_table_html(all_sources_dataframe, columns_to_show),
-    )
-
-    json_string = all_connectors_dataframe.to_json(orient="records")
-
-    json_file_blob = bucket.blob(f"{REPORT_FOLDER}/{REPORT_FILE_NAME}.json")
-    html_file_blob = bucket.blob(f"{REPORT_FOLDER}/{REPORT_FILE_NAME}.html")
-    try:
-        logger.info(f"Uploading registry report to GCS: {json_file_blob.name}")
-        json_file_blob.upload_from_string(json_string.encode())
-        html_file_blob.upload_from_string(html_string.encode())
-    except Exception as e:
-        logger.error(f"Error uploading registry report to GCS: {e}")
-        raise e
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/sentry.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/sentry.py
deleted file mode 100644
index a482fb29873d..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/sentry.py
+++ /dev/null
@@ -1,49 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import logging
-import os
-
-import sentry_sdk
-
-sentry_logger = logging.getLogger("sentry")
-
-
-def setup_sentry():
-    """
-    Setup the sentry SDK if SENTRY_DSN is defined for the environment.
-
-    Additionally TRACES_SAMPLE_RATE can be set 0-1 otherwise will default to 0.
-    """
-    from sentry_sdk.integrations.argv import ArgvIntegration
-    from sentry_sdk.integrations.atexit import AtexitIntegration
-    from sentry_sdk.integrations.dedupe import DedupeIntegration
-    from sentry_sdk.integrations.logging import LoggingIntegration
-    from sentry_sdk.integrations.modules import ModulesIntegration
-    from sentry_sdk.integrations.stdlib import StdlibIntegration
-
-    SENTRY_DSN = os.environ.get("SENTRY_DSN")
-    SENTRY_ENVIRONMENT = os.environ.get("SENTRY_ENVIRONMENT")
-    TRACES_SAMPLE_RATE = float(os.environ.get("SENTRY_TRACES_SAMPLE_RATE", 0))
-
-    sentry_logger.info("Setting up Sentry with")
-    sentry_logger.info(f"SENTRY_DSN: {SENTRY_DSN}")
-    sentry_logger.info(f"SENTRY_ENVIRONMENT: {SENTRY_ENVIRONMENT}")
-    sentry_logger.info(f"SENTRY_TRACES_SAMPLE_RATE: {TRACES_SAMPLE_RATE}")
-
-    if SENTRY_DSN:
-        sentry_sdk.init(
-            dsn=SENTRY_DSN,
-            traces_sample_rate=TRACES_SAMPLE_RATE,
-            environment=SENTRY_ENVIRONMENT,
-            default_integrations=False,
-            integrations=[
-                AtexitIntegration(),
-                DedupeIntegration(),
-                StdlibIntegration(),
-                ModulesIntegration(),
-                ArgvIntegration(),
-                LoggingIntegration(),
-            ],
-        )
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/spec_cache.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/spec_cache.py
deleted file mode 100644
index 6495b34f9026..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/spec_cache.py
+++ /dev/null
@@ -1,120 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-from dataclasses import dataclass
-from enum import Enum
-from typing import List
-
-from google.cloud import storage
-
-PROD_SPEC_CACHE_BUCKET_NAME = "io-airbyte-cloud-spec-cache"
-CACHE_FOLDER = "specs"
-
-
-class Registries(str, Enum):
-    OSS = "oss"
-    CLOUD = "cloud"
-
-    @classmethod
-    def _missing_(cls, value):
-        """Returns the registry from the string value. (case insensitive)"""
-        value = value.lower()
-        for member in cls:
-            if member.lower() == value:
-                return member
-        return None
-
-
-SPEC_FILE_NAMES = {Registries.OSS: "spec.json", Registries.CLOUD: "spec.cloud.json"}
-
-
-@dataclass
-class CachedSpec:
-    docker_repository: str
-    docker_image_tag: str
-    spec_cache_path: str
-    registry: Registries
-
-    def __str__(self) -> str:
-        return self.spec_cache_path
-
-
-def get_spec_file_name(registry: Registries) -> str:
-    return SPEC_FILE_NAMES[registry]
-
-
-def get_registry_from_spec_cache_path(spec_cache_path: str) -> Registries:
-    """Returns the registry from the spec cache path."""
-    for registry in Registries:
-        file_name = get_spec_file_name(registry)
-        if file_name in spec_cache_path:
-            return registry
-
-    raise Exception(f"Could not find any registry file name in spec cache path: {spec_cache_path}")
-
-
-def get_docker_info_from_spec_cache_path(spec_cache_path: str) -> CachedSpec:
-    """Returns the docker repository and tag from the spec cache path."""
-
-    registry = get_registry_from_spec_cache_path(spec_cache_path)
-    registry_file_name = get_spec_file_name(registry)
-
-    # remove the leading "specs/" from the path using CACHE_FOLDER
-    without_folder = spec_cache_path.replace(f"{CACHE_FOLDER}/", "")
-    without_file = without_folder.replace(f"/{registry_file_name}", "")
-
-    # split on only the last "/" to get the docker repository and tag
-    # this is because the docker repository can have "/" in it
-    docker_image_tag = without_file.split("/")[-1]
-    docker_repository = without_file.replace(f"/{docker_image_tag}", "")
-
-    return CachedSpec(
-        docker_repository=docker_repository, docker_image_tag=docker_image_tag, spec_cache_path=spec_cache_path, registry=registry
-    )
-
-
-class SpecCache:
-    def __init__(self, bucket_name: str = PROD_SPEC_CACHE_BUCKET_NAME):
-        self.client = storage.Client.create_anonymous_client()
-        self.bucket = self.client.bucket(bucket_name)
-        self.cached_specs = self.get_all_cached_specs()
-
-    def get_all_cached_specs(self) -> List[CachedSpec]:
-        """Returns a list of all the specs in the spec cache bucket."""
-
-        blobs = self.bucket.list_blobs(prefix=CACHE_FOLDER)
-
-        return [get_docker_info_from_spec_cache_path(blob.name) for blob in blobs if blob.name.endswith(".json")]
-
-    def _find_spec_cache(self, docker_repository: str, docker_image_tag: str, registry: Registries) -> CachedSpec:
-        """Returns the spec cache path for a given docker repository and tag."""
-
-        # find the spec cache path for the given docker repository and tag
-        for cached_spec in self.cached_specs:
-            if (
-                cached_spec.docker_repository == docker_repository
-                and cached_spec.registry == registry
-                and cached_spec.docker_image_tag == docker_image_tag
-            ):
-                return cached_spec
-
-        return None
-
-    def find_spec_cache_with_fallback(self, docker_repository: str, docker_image_tag: str, registry_str: str) -> CachedSpec:
-        """Returns the spec cache path for a given docker repository and tag and fallback to OSS if none found"""
-        registry = Registries(registry_str)
-
-        # if the registry is cloud try to return the cloud spec first
-        if registry == Registries.CLOUD:
-            spec_cache = self._find_spec_cache(docker_repository, docker_image_tag, registry)
-            if spec_cache:
-                return spec_cache
-
-        # fallback to OSS
-        return self._find_spec_cache(docker_repository, docker_image_tag, Registries.OSS)
-
-    def download_spec(self, spec: CachedSpec) -> dict:
-        """Downloads the spec from the spec cache bucket."""
-        return json.loads(self.bucket.blob(spec.spec_cache_path).download_as_string())
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/specs_secrets_mask.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/specs_secrets_mask.py
deleted file mode 100644
index 6b15a7ebd057..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/specs_secrets_mask.py
+++ /dev/null
@@ -1,100 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-import json
-import logging
-import os
-from typing import Set
-
-import dpath.util
-import sentry_sdk
-import yaml
-from google.cloud import storage
-from google.oauth2 import service_account
-
-from metadata_service.constants import PUBLISH_UPDATE_CHANNEL, REGISTRIES_FOLDER, SPECS_SECRETS_MASK_FILE_NAME, VALID_REGISTRIES
-from metadata_service.helpers.gcs import get_gcs_storage_client, safe_read_gcs_file
-from metadata_service.helpers.slack import send_slack_message
-from metadata_service.models.generated import ConnectorRegistryV0
-from metadata_service.models.transform import to_json_sanitized_dict
-from metadata_service.registry import PolymorphicRegistryEntry
-
-logger = logging.getLogger(__name__)
-
-
-@sentry_sdk.trace
-def _get_registries_from_gcs(bucket: storage.Bucket) -> list[ConnectorRegistryV0]:
-    """Get the registries from GCS and return a list of ConnectorRegistryV0 objects."""
-    registries = []
-    for registry in VALID_REGISTRIES:
-        registry_name = f"{registry}_registry.json"
-        try:
-            logger.info(f"Getting registry {registry_name} from GCS")
-            blob = bucket.blob(f"{REGISTRIES_FOLDER}/{registry_name}")
-            registry_dict = json.loads(safe_read_gcs_file(blob))
-            registries.append(ConnectorRegistryV0.parse_obj(registry_dict))
-        except Exception as e:
-            logger.error(f"Error getting registry {registry_name} from GCS: {e}")
-            raise e
-
-    return registries
-
-
-def _get_specs_secrets_from_registry_entries(entries: list[PolymorphicRegistryEntry]) -> Set[str]:
-    """Get the specs secrets from the registry entries and return a set of secret properties."""
-    secret_properties = set()
-    for entry in entries:
-        sanitized_entry = to_json_sanitized_dict(entry)
-        spec_properties = sanitized_entry["spec"]["connectionSpecification"].get("properties")
-        if spec_properties is None:
-            continue
-        for type_path, _ in dpath.util.search(spec_properties, "**/type", yielded=True):
-            absolute_path = f"/{type_path}"
-            if "/" in type_path:
-                property_path, _ = absolute_path.rsplit(sep="/", maxsplit=1)
-            else:
-                property_path = absolute_path
-            property_definition = dpath.util.get(spec_properties, property_path)
-            marked_as_secret = property_definition.get("airbyte_secret", False)
-            if marked_as_secret:
-                secret_properties.add(property_path.split("/")[-1])
-
-    return secret_properties
-
-
-@sentry_sdk.trace
-def _persist_secrets_to_gcs(specs_secrets: Set[str], bucket: storage.Bucket) -> None:
-    """Persist the specs secrets to GCS."""
-    specs_secrets_mask_blob = bucket.blob(f"{REGISTRIES_FOLDER}/{SPECS_SECRETS_MASK_FILE_NAME}")
-
-    try:
-        logger.info(f"Uploading specs secrets mask to GCS: {specs_secrets_mask_blob.name}")
-        specs_secrets_mask_blob.upload_from_string(yaml.dump({"properties": sorted(list(specs_secrets))}))
-    except Exception as e:
-        logger.error(f"Error uploading specs secrets mask to GCS: {e}")
-        raise e
-
-
-def generate_and_persist_specs_secrets_mask(bucket_name: str) -> None:
-    """Generate and persist the specs secrets mask to GCS.
-
-    Args:
-        bucket_name (str): The name of the bucket to persist the specs secrets mask to.
-
-    Returns:
-        None
-    """
-
-    client = get_gcs_storage_client()
-    bucket = client.bucket(bucket_name)
-
-    registries = _get_registries_from_gcs(bucket)
-    all_entries = [entry for registry in registries for entry in registry.sources + registry.destinations]
-
-    all_specs_secrets = _get_specs_secrets_from_registry_entries(all_entries)
-
-    try:
-        _persist_secrets_to_gcs(all_specs_secrets, bucket)
-    except Exception as e:
-        message = f"*🤖 🔴 _Specs Secrets Mask Generation_ FAILED*:\nFailed to generate and persist `{SPECS_SECRETS_MASK_FILE_NAME}` to registry GCS bucket."
-        send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/stale_metadata_report.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/stale_metadata_report.py
deleted file mode 100644
index 74950b33c22f..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/stale_metadata_report.py
+++ /dev/null
@@ -1,262 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-import logging
-import os
-import re
-import textwrap
-from typing import Any, Mapping, Optional
-
-import pandas as pd
-import requests
-import yaml
-from github import Auth, Github
-
-from metadata_service.helpers.gcs import get_gcs_storage_client
-from metadata_service.helpers.slack import send_slack_message
-from metadata_service.models.generated import ConnectorMetadataDefinitionV0
-
-from .constants import (
-    EXTENSIBILITY_TEAM_SLACK_TEAM_ID,
-    GITHUB_REPO_NAME,
-    METADATA_FILE_NAME,
-    METADATA_FOLDER,
-    PUBLISH_GRACE_PERIOD,
-    PUBLISH_UPDATE_CHANNEL,
-    STALE_REPORT_CHANNEL,
-)
-
-logger = logging.getLogger(__name__)
-
-
-def _is_younger_than_grace_period(last_modified_at: datetime.datetime) -> bool:
-    """
-    Determine if a metadata entry is younger than the grace period.
-
-    Args:
-        last_modified_at (datetime.datetime): The last modified date of the metadata entry.
-    Returns:
-        bool: True if the metadata entry is younger than the grace period, False otherwise.
-    """
-    grace_period_marker = datetime.datetime.now(datetime.timezone.utc) - PUBLISH_GRACE_PERIOD
-    return last_modified_at > grace_period_marker
-
-
-def _entry_should_be_on_gcs(metadata_model: ConnectorMetadataDefinitionV0) -> bool:
-    """
-    Determine if a metadata entry should be on GCS.
-
-    Args:
-        metadata_model (ConnectorMetadataDefinitionV0): A ConnectorMetadataDefinitionV0 object.
-    Returns:
-        bool: True if the metadata entry should be on GCS, False otherwise.
-    """
-    if metadata_model.data.supportLevel and metadata_model.data.supportLevel.__root__ == "archived":
-        logger.info(
-            f"Skipping. Connector `{metadata_model.data.dockerRepository}` is archived or does not have a support level. Support level: {metadata_model.data.supportLevel.__root__}"
-        )
-        return False
-    if "-rc" in metadata_model.data.dockerImageTag:
-        logger.info(
-            f"Skipping. Connector `{metadata_model.data.dockerRepository}` is a release candidate. Docker image tag: {metadata_model.data.dockerImageTag}"
-        )
-        return False
-    return True
-
-
-def _get_github_metadata_download_urls() -> list[str]:
-    """
-    Get the download URLs for the metadata files on GitHub.
-
-    Returns:
-        list[str]: A list of download URLs for the metadata files on GitHub.
-    """
-    github_token = os.getenv("GITHUB_TOKEN")
-    if not github_token:
-        raise ValueError("GITHUB_TOKEN is not set")
-    auth = Auth.Token(github_token)
-    github_client = Github(auth=auth)
-    repo = github_client.get_repo(GITHUB_REPO_NAME)
-
-    query = f"repo:{repo.full_name} filename:{METADATA_FILE_NAME}"
-    file_contents = github_client.search_code(query)
-
-    logger.debug("Getting the download URL for each found metadata file.")
-
-    metadata_download_urls = []
-    for file_content in file_contents:
-        logger.debug(f"File content path: {file_content.path}")
-        if re.match(r"airbyte-integrations/connectors/(source|destination)-.+/metadata\.yaml$", file_content.path):
-            logger.debug(f"Getting commits for file: {file_content.path}")
-            commits = repo.get_commits(path=file_content.path)
-            last_modified_at = commits[0].commit.author.date
-            if not _is_younger_than_grace_period(last_modified_at):
-                metadata_download_urls.append(file_content.download_url)
-            else:
-                logger.info(
-                    f"Skipping. Metadata file on Github `{file_content.path}` was modified more recently than the grace period. Last modified at: {last_modified_at}"
-                )
-    logger.debug(f"Found {len(metadata_download_urls)} download URLs")
-
-    return metadata_download_urls
-
-
-def _get_and_parse_metadata_files(metadata_download_urls: list[str]) -> list[ConnectorMetadataDefinitionV0]:
-    """
-    Get and parse the contents of the metadata files.
-
-    Args:
-        metadata_download_urls (list[str]): A list of download URLs for the metadata files.
-    Returns:
-        list[ConnectorMetadataDefinitionV0]: A list of ConnectorMetadataDefinitionV0 objects.
-    """
-    logger.debug("Downloading and parsing the contents of the metadata files.")
-    connector_metadata_list = []
-    for metadata_download_url in metadata_download_urls:
-        logger.debug(f"Downloading metadata from {metadata_download_url}")
-        response = requests.get(metadata_download_url)
-        response.raise_for_status()
-        metadata_yaml = response.text
-        metadata_dict = yaml.safe_load(metadata_yaml)
-        try:
-            connector_metadata = ConnectorMetadataDefinitionV0.parse_obj(metadata_dict)
-            connector_metadata_list.append(connector_metadata)
-        except Exception as e:
-            logger.info(f"Skipping. Failed to parse metadata for metadata at path: {metadata_download_url}. Exception: {e}")
-            continue
-    logger.debug(f"Parsed {len(connector_metadata_list)} metadata files")
-    return connector_metadata_list
-
-
-def _get_latest_metadata_versions_on_github() -> Mapping[str, Any]:
-    """
-    Get the latest metadata versions on GitHub.
-
-    Returns:
-        Mapping[str, Any]: A mapping of connector names to their latest metadata versions on GitHub.
-    """
-    logger.info(f"Getting latest metadata versions on GitHub for {GITHUB_REPO_NAME}")
-
-    metadata_download_urls = _get_github_metadata_download_urls()
-    github_connector_metadata = _get_and_parse_metadata_files(metadata_download_urls)
-
-    latest_metadata_versions_on_github = {
-        connector_metadata.data.dockerRepository: connector_metadata.data.dockerImageTag
-        for connector_metadata in github_connector_metadata
-        if _entry_should_be_on_gcs(connector_metadata)
-    }
-
-    logger.info(f"Found {len(latest_metadata_versions_on_github)} connectors on GitHub")
-
-    return latest_metadata_versions_on_github
-
-
-def _get_latest_metadata_entries_on_gcs(bucket_name: str) -> Mapping[str, Any]:
-    """
-    Get the latest metadata entries on GCS.
-
-    Args:
-        bucket_name (str): The name of the GCS bucket to check for stale metadata.
-    Returns:
-        Mapping[str, Any]: A mapping of connector names to their latest metadata versions on GCS.
-    """
-    logger.info(f"Getting latest metadata entries on GCS for {bucket_name}")
-    storage_client = get_gcs_storage_client()
-    bucket = storage_client.bucket(bucket_name)
-
-    try:
-        logger.debug(f"Listing blobs in {bucket_name} with prefix {METADATA_FOLDER}/**/latest/{METADATA_FILE_NAME}")
-        blobs = bucket.list_blobs(match_glob=f"{METADATA_FOLDER}/**/latest/{METADATA_FILE_NAME}")
-        logger.debug("Found blobs.")
-    except Exception as e:
-        logger.error(f"Error getting blobs from GCS: {e}")
-        raise e
-
-    latest_metadata_entries_on_gcs = {}
-    for blob in blobs:
-        metadata_dict = yaml.safe_load(blob.download_as_bytes().decode("utf-8"))
-        connector_metadata = ConnectorMetadataDefinitionV0.parse_obj(metadata_dict)
-        latest_metadata_entries_on_gcs[connector_metadata.data.dockerRepository] = connector_metadata.data.dockerImageTag
-
-    logger.info(f"Found {len(latest_metadata_entries_on_gcs)} connectors on GCS")
-    return latest_metadata_entries_on_gcs
-
-
-def _generate_stale_metadata_report(
-    latest_metadata_versions_on_github: Mapping[str, Any], latest_metadata_entries_on_gcs: Mapping[str, Any]
-) -> pd.DataFrame:
-    """
-    Generate the stale metadata report.
-
-    Args:
-        latest_metadata_versions_on_github (Mapping[str, Any]): A mapping of connector names to their latest metadata versions on GitHub.
-        latest_metadata_entries_on_gcs (Mapping[str, Any]): A mapping of connector names to their latest metadata versions on GCS.
-    Returns:
-        pd.DataFrame: A DataFrame containing the stale metadata.
-    """
-    stale_connectors = []
-    for docker_repository, github_docker_image_tag in latest_metadata_versions_on_github.items():
-        gcs_docker_image_tag = latest_metadata_entries_on_gcs.get(docker_repository)
-        if gcs_docker_image_tag != github_docker_image_tag:
-            stale_connectors.append(
-                {"connector": docker_repository, "master_version": github_docker_image_tag, "gcs_version": gcs_docker_image_tag}
-            )
-
-    stale_connectors.sort(key=lambda x: x.get("connector"))
-    return pd.DataFrame(stale_connectors)
-
-
-def _publish_stale_metadata_report(
-    stale_metadata_report: pd.DataFrame, latest_metadata_versions_on_github_count: int, latest_metadata_versions_on_gcs_count: int
-) -> tuple[bool, Optional[str]]:
-    """
-    Publish the stale metadata report to the specified Slack channels.
-
-    Args:
-        stale_metadata_report (pd.DataFrame): A DataFrame containing the stale metadata.
-        latest_metadata_versions_on_github_count (int): The number of metadata files on our master branch.
-        latest_metadata_versions_on_gcs_count (int): The number of latest metadata files hosted in GCS.
-    Returns:
-        tuple[bool, Optional[str]]: A tuple containing a boolean indicating whether the report was published and an error message.
-    """
-    any_stale = len(stale_metadata_report) > 0
-    if any_stale:
-        stale_report_md = stale_metadata_report.to_markdown(index=False)
-        send_slack_message(STALE_REPORT_CHANNEL, f"🚨 Stale metadata detected! (cc. <!subteam^{EXTENSIBILITY_TEAM_SLACK_TEAM_ID}>)")
-        sent, error_message = send_slack_message(STALE_REPORT_CHANNEL, stale_report_md, enable_code_block_wrapping=True)
-        if not sent:
-            logger.error(f"Failed to send stale metadata report: {error_message}")
-            return sent, error_message
-    if not any_stale:
-        message = textwrap.dedent(
-            f"""
-        Analyzed {latest_metadata_versions_on_github_count} metadata files on our master branch and {latest_metadata_versions_on_gcs_count} latest metadata files hosted in GCS.
-        All dockerImageTag value on master match the latest metadata files on GCS.
-        No stale metadata: GCS metadata are up to date with metadata hosted on GCS.
-        """
-        )
-        sent, error_message = send_slack_message(PUBLISH_UPDATE_CHANNEL, message)
-        if not sent:
-            logger.error(f"Failed to send success message: {error_message}")
-            return sent, error_message
-    return True, None
-
-
-def generate_and_publish_stale_metadata_report(bucket_name: str) -> tuple[bool, Optional[str]]:
-    """
-    Generate a stale metadata report and publish it to a Slack channel.
-
-    Args:
-        bucket_name (str): The name of the GCS bucket to check for stale metadata.
-    Returns:
-        tuple[bool, Optional[str]]: A tuple containing a boolean indicating whether the report was published and an optional error message.
-    """
-    latest_metadata_entries_on_gcs = _get_latest_metadata_entries_on_gcs(bucket_name)
-    latest_metadata_versions_on_github = _get_latest_metadata_versions_on_github()
-    stale_metadata_report = _generate_stale_metadata_report(latest_metadata_versions_on_github, latest_metadata_entries_on_gcs)
-    report_published, error_message = _publish_stale_metadata_report(
-        stale_metadata_report, len(latest_metadata_versions_on_github), len(latest_metadata_entries_on_gcs)
-    )
-    return report_published, error_message
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/base.html b/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/base.html
deleted file mode 100644
index 0415d0c0afec..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/base.html
+++ /dev/null
@@ -1,74 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-  <head>
-    <meta charset="UTF-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <meta http-equiv="X-UA-Compatible" content="ie=edge" />
-    <title>{% block title %}{% endblock %}</title>
-    <link rel="preconnect" href="https://fonts.googleapis.com" />
-    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
-    <link
-      href="https://fonts.googleapis.com/css2?family=Inter:wght@200;300;400;500;600;700;800;900&display=swap"
-      rel="stylesheet"
-    />
-    <style>
-      body {
-        font-family: "Inter", sans-serif;
-      }
-      .table-container {
-        overflow: auto;
-        width: 90vw;
-        height: 700px;
-      }
-      .styled-table {
-        border-collapse: collapse;
-        margin: 25px 0;
-        font-size: 0.9em;
-        font-family: sans-serif;
-        min-width: 400px;
-        box-shadow: 0 0 20px rgba(0, 0, 0, 0.15);
-        width: 100%;
-      }
-
-      .styled-table th {
-        background-color: #605eff;
-        position: sticky;
-        font-weight: 700;
-        border-right: 1px solid #dddddd;
-        color: #ffffff;
-        text-align: left;
-        top: 0;
-        z-index: 2;
-      }
-
-      .styled-table tbody tr td:first-child {
-        position: sticky;
-        left: 0;
-        background-color: #e6e4fb;
-        font-weight: 700;
-      }
-
-      .styled-table th,
-      .styled-table td {
-        padding: 12px 15px;
-        white-space: nowrap;
-      }
-
-      .styled-table tbody tr {
-        border-bottom: 1px solid #dddddd;
-        background-color: #ffffff;
-      }
-
-      .styled-table tbody tr:nth-of-type(even) {
-        background-color: #e9e9fc;
-      }
-
-      .styled-table tbody tr:last-of-type {
-        border-bottom: 2px solid #605eff;
-      }
-    </style>
-  </head>
-  <body>
-    {% block content%} {% endblock %}
-  </body>
-</html>
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/connector_registry_locations.html b/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/connector_registry_locations.html
deleted file mode 100644
index 9692e4435921..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/connector_registry_locations.html
+++ /dev/null
@@ -1,16 +0,0 @@
-{% extends 'base.html' %}
-
-{% block title%}Airbyte Connector Registry{% endblock %}
-
-{% block content %}
-<h1>Airbyte Connector Registries</h1>
-<h2>Sources</h2>
-<div class="table-container test">
-  {{ sources_table_html }}
-</div>
-
-<h2>Destinations</h2>
-<div class="table-container">
-  {{ destinations_table_html }}
-</div>
-{% endblock %}
\ No newline at end of file
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/render.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/render.py
deleted file mode 100644
index 03cccb1f429d..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/templates/render.py
+++ /dev/null
@@ -1,101 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import urllib.parse
-from dataclasses import dataclass
-from datetime import timedelta
-from typing import Any, Callable, Hashable, List, Optional
-
-import pandas as pd
-from jinja2 import Environment, PackageLoader
-
-from metadata_service.helpers.object_helpers import deep_copy_params
-
-# 🔗 HTML Renderers
-
-
-def simple_link_html(url: str) -> str | None:
-    if not url:
-        return None
-
-    return f'<a href="{url}" target="_blank">🔗 Link</a>'
-
-
-def icon_image_html(icon_url: str) -> str | None:
-    if not icon_url:
-        return None
-
-    icon_size = "30"
-    return f'<img src="{icon_url}" height="{icon_size}" height="{icon_size}"/>'
-
-
-def test_badge_html(test_summary_url: str) -> str | None:
-    if not test_summary_url:
-        return None
-
-    report_url = f"{test_summary_url}/index.html"
-    image_shield_base = "https://img.shields.io/endpoint"
-    icon_url = f"{test_summary_url}/badge.json"
-    icon_url_encoded = urllib.parse.quote(icon_url)
-    icon_image = f'<img src="{image_shield_base}?url={icon_url_encoded}">'
-    return f'<a href="{report_url}" target="_blank">{icon_image}</a>'
-
-
-def internal_level_html(level_value: float) -> str:
-    # cast to int to remove decimal places
-    level = int(level_value)
-
-    return f"Level <b>{level}</b>"
-
-
-# Dataframe to HTML
-
-
-@dataclass
-class ColumnInfo:
-    column: str
-    title: str
-    formatter: Optional[Callable[[Any], str]] = None
-
-
-def dataframe_to_table_html(df: pd.DataFrame, column_mapping: List[ColumnInfo]) -> str:
-    """
-    Convert a dataframe to an HTML table.
-    """
-
-    # convert true and false to checkmarks and x's
-    df.replace({True: "✅", False: "❌"}, inplace=True)
-
-    title_mapping = {column_info["column"]: column_info["title"] for column_info in column_mapping}
-
-    df.rename(columns=title_mapping, inplace=True)
-
-    # explicit type decl to satisfy the type checker
-    html_formatters: dict[Hashable, Callable[[Any], str]] = {
-        column_info["title"]: column_info["formatter"] for column_info in column_mapping if "formatter" in column_info
-    }
-
-    columns = [column_info["title"] for column_info in column_mapping]
-
-    return df.to_html(
-        columns=columns,
-        justify="left",
-        index=False,
-        formatters=html_formatters,
-        escape=False,
-        classes="styled-table",
-        na_rep="❌",
-        render_links=True,
-    )
-
-
-# Templates
-
-
-def render_connector_registry_locations_html(destinations_table_html: str, sources_table_html: str) -> str:
-    # yes, we really are dynamically loading the package
-    env = Environment(loader=PackageLoader("metadata_service", "templates"))
-    template = env.get_template("connector_registry_locations.html")
-    return template.render(destinations_table_html=destinations_table_html, sources_table_html=sources_table_html)
diff --git a/airbyte-ci/connectors/metadata_service/lib/metadata_service/validators/metadata_validator.py b/airbyte-ci/connectors/metadata_service/lib/metadata_service/validators/metadata_validator.py
deleted file mode 100644
index e4ee389d3a6d..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/metadata_service/validators/metadata_validator.py
+++ /dev/null
@@ -1,335 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import logging
-import pathlib
-from dataclasses import dataclass
-from typing import Callable, List, Optional, Tuple, Union
-
-import semver
-import yaml
-from pydantic import ValidationError
-from pydash.objects import get
-
-from metadata_service.docker_hub import get_latest_version_on_dockerhub, is_image_on_docker_hub
-from metadata_service.models.generated.ConnectorMetadataDefinitionV0 import ConnectorMetadataDefinitionV0
-
-logger = logging.getLogger(__name__)
-
-
-@dataclass(frozen=True)
-class ValidatorOptions:
-    docs_path: str
-    prerelease_tag: Optional[str] = None
-    disable_dockerhub_checks: bool = False
-
-
-ValidationResult = Tuple[bool, Optional[Union[ValidationError, str]]]
-Validator = Callable[[ConnectorMetadataDefinitionV0, ValidatorOptions], ValidationResult]
-
-_SOURCE_DECLARATIVE_MANIFEST_DEFINITION_ID = "64a2f99c-542f-4af8-9a6f-355f1217b436"
-
-
-def validate_metadata_images_in_dockerhub(
-    metadata_definition: ConnectorMetadataDefinitionV0, validator_opts: ValidatorOptions
-) -> ValidationResult:
-    if validator_opts.disable_dockerhub_checks:
-        return True, None
-
-    metadata_definition_dict = metadata_definition.dict()
-    base_docker_image = get(metadata_definition_dict, "data.dockerRepository")
-    base_docker_version = get(metadata_definition_dict, "data.dockerImageTag")
-
-    oss_docker_image = get(metadata_definition_dict, "data.registryOverrides.oss.dockerRepository", base_docker_image)
-    oss_docker_version = get(metadata_definition_dict, "data.registryOverrides.oss.dockerImageTag", base_docker_version)
-
-    cloud_docker_image = get(metadata_definition_dict, "data.registryOverrides.cloud.dockerRepository", base_docker_image)
-    cloud_docker_version = get(metadata_definition_dict, "data.registryOverrides.cloud.dockerImageTag", base_docker_version)
-
-    normalization_docker_image = get(metadata_definition_dict, "data.normalizationConfig.normalizationRepository", None)
-    normalization_docker_version = get(metadata_definition_dict, "data.normalizationConfig.normalizationTag", None)
-
-    breaking_changes = get(metadata_definition_dict, "data.releases.breakingChanges", None)
-    breaking_change_versions = breaking_changes.keys() if breaking_changes else []
-
-    possible_docker_images = [
-        (base_docker_image, base_docker_version),
-        (oss_docker_image, oss_docker_version),
-        (cloud_docker_image, cloud_docker_version),
-        (normalization_docker_image, normalization_docker_version),
-    ]
-
-    if not validator_opts.prerelease_tag:
-        possible_docker_images.extend([(base_docker_image, version) for version in breaking_change_versions])
-
-    # Filter out tuples with None and remove duplicates
-    images_to_check = list(set(filter(lambda x: None not in x, possible_docker_images)))
-
-    print(f"Checking that the following images are on dockerhub: {images_to_check}")
-    for image, version in images_to_check:
-        if not is_image_on_docker_hub(image, version, retries=3):
-            return False, f"Image {image}:{version} does not exist in DockerHub"
-
-    return True, None
-
-
-def validate_at_least_one_language_tag(
-    metadata_definition: ConnectorMetadataDefinitionV0, _validator_opts: ValidatorOptions
-) -> ValidationResult:
-    """Ensure that there is at least one tag in the data.tags field that matches language:<LANG>."""
-    tags = get(metadata_definition, "data.tags", [])
-    if not any([tag.startswith("language:") for tag in tags]):
-        return False, "At least one tag must be of the form language:<LANG>"
-
-    return True, None
-
-
-def validate_all_tags_are_keyvalue_pairs(
-    metadata_definition: ConnectorMetadataDefinitionV0, _validator_opts: ValidatorOptions
-) -> ValidationResult:
-    """Ensure that all tags are of the form <KEY>:<VALUE>."""
-    tags = get(metadata_definition, "data.tags", [])
-    for tag in tags:
-        if ":" not in tag:
-            return False, f"Tag {tag} is not of the form <KEY>:<VALUE>"
-
-    return True, None
-
-
-def is_major_version(version: str) -> bool:
-    """Check whether the version is of format N.0.0"""
-    semver_version = semver.Version.parse(version)
-    return semver_version.minor == 0 and semver_version.patch == 0 and semver_version.prerelease is None
-
-
-def validate_major_version_bump_has_breaking_change_entry(
-    metadata_definition: ConnectorMetadataDefinitionV0, _validator_opts: ValidatorOptions
-) -> ValidationResult:
-    """Ensure that if the major version is incremented, there is a breaking change entry for that version."""
-    metadata_definition_dict = metadata_definition.dict()
-    image_tag = get(metadata_definition_dict, "data.dockerImageTag")
-
-    if not is_major_version(image_tag):
-        return True, None
-
-    # We are updating the same version since connector builder projects have a different concept of
-    # versioning.
-    # We do not check for breaking changes for source-declarative-connector in the metadata because the conenctor isn't directly used by any workspace.
-    # Breaking changes are instead tracked at the CDK level
-    if str(metadata_definition.data.definitionId) == _SOURCE_DECLARATIVE_MANIFEST_DEFINITION_ID:
-        return True, None
-
-    releases = get(metadata_definition_dict, "data.releases")
-    if not releases:
-        return (
-            False,
-            f"When doing a major version bump ({image_tag}), there must be a 'releases' property that contains 'breakingChanges' entries.",
-        )
-
-    breaking_changes = get(metadata_definition_dict, "data.releases.breakingChanges")
-    if breaking_changes is None or image_tag not in breaking_changes.keys():
-        return False, f"Major version {image_tag} needs a 'releases.breakingChanges' entry indicating what changed."
-
-    return True, None
-
-
-def validate_docs_path_exists(metadata_definition: ConnectorMetadataDefinitionV0, validator_opts: ValidatorOptions) -> ValidationResult:
-    """Ensure that the doc_path exists."""
-    if not pathlib.Path(validator_opts.docs_path).exists():
-        return False, f"Could not find {validator_opts.docs_path}."
-
-    return True, None
-
-
-def validate_metadata_base_images_in_dockerhub(
-    metadata_definition: ConnectorMetadataDefinitionV0, validator_opts: ValidatorOptions
-) -> ValidationResult:
-    if validator_opts.disable_dockerhub_checks:
-        return True, None
-
-    metadata_definition_dict = metadata_definition.dict()
-
-    image_address = get(metadata_definition_dict, "data.connectorBuildOptions.baseImage")
-    if image_address is None:
-        return True, None
-
-    try:
-        image_name, tag_with_sha_prefix, digest = image_address.split(":")
-        # As we query the DockerHub API we need to remove the docker.io prefix
-        image_name = image_name.replace("docker.io/", "")
-    except ValueError:
-        return False, f"Image {image_address} is not in the format <image>:<tag>@<sha>"
-    tag = tag_with_sha_prefix.split("@")[0]
-
-    print(f"Checking that the base images is on dockerhub: {image_address}")
-
-    if not is_image_on_docker_hub(image_name, tag, digest, retries=3):
-        return False, f"Image {image_address} does not exist in DockerHub"
-
-    return True, None
-
-
-def validate_pypi_only_for_python(
-    metadata_definition: ConnectorMetadataDefinitionV0, _validator_opts: ValidatorOptions
-) -> ValidationResult:
-    """Ensure that if pypi publishing is enabled for a connector, it has a python language tag."""
-
-    pypi_enabled = get(metadata_definition, "data.remoteRegistries.pypi.enabled", False)
-    if not pypi_enabled:
-        return True, None
-
-    tags = get(metadata_definition, "data.tags", [])
-    if "language:python" not in tags and "language:low-code" not in tags:
-        return False, "If pypi publishing is enabled, the connector must have a python language tag."
-
-    return True, None
-
-
-def validate_docker_image_tag_is_not_decremented(
-    metadata_definition: ConnectorMetadataDefinitionV0, _validator_opts: ValidatorOptions
-) -> ValidationResult:
-    if _validator_opts and _validator_opts.disable_dockerhub_checks:
-        return True, None
-    if _validator_opts and _validator_opts.prerelease_tag:
-        return True, None
-    docker_image_name = get(metadata_definition, "data.dockerRepository")
-    if not docker_image_name:
-        return False, "The dockerRepository field is not set"
-    docker_image_tag = get(metadata_definition, "data.dockerImageTag")
-    if not docker_image_tag:
-        return False, "The dockerImageTag field is not set."
-    latest_released_version = get_latest_version_on_dockerhub(docker_image_name)
-    # This is happening when the connector has never been released to DockerHub
-    if not latest_released_version:
-        return True, None
-    if docker_image_tag == latest_released_version:
-        return True, None
-    current_semver_version = semver.Version.parse(docker_image_tag)
-    latest_released_semver_version = semver.Version.parse(latest_released_version)
-    if current_semver_version < latest_released_semver_version:
-        return (
-            False,
-            f"The dockerImageTag value ({current_semver_version}) can't be decremented: it should be equal to or above {latest_released_version}.",
-        )
-    return True, None
-
-
-def check_is_dev_version(version: str) -> bool:
-    """Check whether the version is a pre-release version."""
-    parsed_version = semver.VersionInfo.parse(version)
-    return parsed_version.prerelease is not None and not "rc" in parsed_version.prerelease
-
-
-def check_is_release_candidate_version(version: str) -> bool:
-    """Check whether the version is a release candidate version."""
-    parsed_version = semver.VersionInfo.parse(version)
-    return parsed_version.prerelease is not None and "rc" in parsed_version.prerelease
-
-
-def check_is_major_release_candidate_version(version: str) -> bool:
-    """Check whether the version is a major release candidate version.
-    Example: 2.0.0-rc.1
-    """
-
-    if not check_is_release_candidate_version(version):
-        return False
-
-    # The version is a release candidate version
-    parsed_version = semver.VersionInfo.parse(version)
-    # No major version exists.
-    if parsed_version.major == 0:
-        return False
-    # The current release candidate is for a major version
-    if parsed_version.minor == 0 and parsed_version.patch == 0:
-        return True
-
-
-def validate_rc_suffix_and_rollout_configuration(
-    metadata_definition: ConnectorMetadataDefinitionV0, _validator_opts: ValidatorOptions
-) -> ValidationResult:
-    # Bypass validation for pre-releases
-    if _validator_opts and _validator_opts.prerelease_tag:
-        return True, None
-
-    docker_image_tag = get(metadata_definition, "data.dockerImageTag")
-    if docker_image_tag is None:
-        return False, "The dockerImageTag field is not set."
-    try:
-        is_major_release_candidate_version = check_is_major_release_candidate_version(docker_image_tag)
-        is_dev_version = check_is_dev_version(docker_image_tag)
-        is_rc_version = check_is_release_candidate_version(docker_image_tag)
-        is_prerelease = is_dev_version or is_rc_version
-        enabled_progressive_rollout = get(metadata_definition, "data.releases.rolloutConfiguration.enableProgressiveRollout", None)
-
-        # Major release candidate versions are not allowed
-        if is_major_release_candidate_version:
-            return (
-                False,
-                "The dockerImageTag has an -rc.<RC #> suffix for a major version. Release candidates for major version (with breaking changes) are not allowed.",
-            )
-
-        # Release candidates must have progressive rollout configuration set (True or False).
-        # Note: We allow False here because the rollback pipeline intentionally sets
-        # enableProgressiveRollout: false on RC versions to stop progressive rollout.
-        # The registry code at registry.py relies on this RC + false combination.
-        if is_rc_version and enabled_progressive_rollout is None:
-            return (
-                False,
-                "The dockerImageTag field has an -rc.<RC #> suffix but the connector is not set to use progressive rollout (releases.rolloutConfiguration.enableProgressiveRollout).",
-            )
-
-        # Progressive rollout can be enabled only for release candidates
-        if enabled_progressive_rollout is True and not is_prerelease:
-            return (
-                False,
-                "The dockerImageTag field should have an -rc.<RC #> suffix as the connector is set to use progressive rollout (releases.rolloutConfiguration.enableProgressiveRollout). Example: 2.1.0-rc.1",
-            )
-    except ValueError:
-        return False, f"The dockerImageTag field is not a valid semver version: {docker_image_tag}."
-
-    return True, None
-
-
-PRE_UPLOAD_VALIDATORS = [
-    validate_all_tags_are_keyvalue_pairs,
-    validate_at_least_one_language_tag,
-    validate_major_version_bump_has_breaking_change_entry,
-    validate_docs_path_exists,
-    validate_metadata_base_images_in_dockerhub,
-    validate_pypi_only_for_python,
-    validate_docker_image_tag_is_not_decremented,
-    validate_rc_suffix_and_rollout_configuration,
-]
-
-
-POST_UPLOAD_VALIDATORS = PRE_UPLOAD_VALIDATORS + [
-    validate_metadata_images_in_dockerhub,
-]
-
-
-def validate_and_load(
-    file_path: pathlib.Path,
-    validators_to_run: List[Validator],
-    validator_opts: ValidatorOptions,
-) -> Tuple[Optional[ConnectorMetadataDefinitionV0], Optional[ValidationError]]:
-    """Load a metadata file from a path (runs jsonschema validation) and run optional extra validators.
-
-    Returns a tuple of (metadata_model, error_message).
-    If the metadata file is valid, metadata_model will be populated.
-    Otherwise, error_message will be populated with a string describing the error.
-    """
-    try:
-        # Load the metadata file - this implicitly runs jsonschema validation
-        metadata = yaml.safe_load(file_path.read_text())
-        metadata_model = ConnectorMetadataDefinitionV0.parse_obj(metadata)
-    except ValidationError as e:
-        return None, f"Validation error: {e}"
-
-    for validator in validators_to_run:
-        print(f"Running validator: {validator.__name__}")
-        is_valid, error = validator(metadata_model, validator_opts)
-        if not is_valid:
-            return None, f"Validation error: {error}"
-
-    return metadata_model, None
diff --git a/airbyte-ci/connectors/metadata_service/lib/package-lock.json b/airbyte-ci/connectors/metadata_service/lib/package-lock.json
deleted file mode 100644
index aab3f9ca2da3..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/package-lock.json
+++ /dev/null
@@ -1,62 +0,0 @@
-{
-  "name": "metadata-service-schema-tools",
-  "version": "1.0.0",
-  "lockfileVersion": 3,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "metadata-service-schema-tools",
-      "version": "1.0.0",
-      "dependencies": {
-        "@apidevtools/json-schema-ref-parser": "^11.0.0"
-      }
-    },
-    "node_modules/@apidevtools/json-schema-ref-parser": {
-      "version": "11.9.3",
-      "resolved": "https://registry.npmjs.org/@apidevtools/json-schema-ref-parser/-/json-schema-ref-parser-11.9.3.tgz",
-      "integrity": "sha512-60vepv88RwcJtSHrD6MjIL6Ta3SOYbgfnkHb+ppAVK+o9mXprRtulx7VlRl3lN3bbvysAfCS7WMVfhUYemB0IQ==",
-      "license": "MIT",
-      "dependencies": {
-        "@jsdevtools/ono": "^7.1.3",
-        "@types/json-schema": "^7.0.15",
-        "js-yaml": "^4.1.0"
-      },
-      "engines": {
-        "node": ">= 16"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/philsturgeon"
-      }
-    },
-    "node_modules/@jsdevtools/ono": {
-      "version": "7.1.3",
-      "resolved": "https://registry.npmjs.org/@jsdevtools/ono/-/ono-7.1.3.tgz",
-      "integrity": "sha512-4JQNk+3mVzK3xh2rqd6RB4J46qUR19azEHBneZyTZM+c456qOrbbM/5xcR8huNCCcbVt7+UmizG6GuUvPvKUYg==",
-      "license": "MIT"
-    },
-    "node_modules/@types/json-schema": {
-      "version": "7.0.15",
-      "resolved": "https://registry.npmjs.org/@types/json-schema/-/json-schema-7.0.15.tgz",
-      "integrity": "sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA==",
-      "license": "MIT"
-    },
-    "node_modules/argparse": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
-      "integrity": "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q==",
-      "license": "Python-2.0"
-    },
-    "node_modules/js-yaml": {
-      "version": "4.1.0",
-      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.0.tgz",
-      "integrity": "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==",
-      "license": "MIT",
-      "dependencies": {
-        "argparse": "^2.0.1"
-      },
-      "bin": {
-        "js-yaml": "bin/js-yaml.js"
-      }
-    }
-  }
-}
diff --git a/airbyte-ci/connectors/metadata_service/lib/package.json b/airbyte-ci/connectors/metadata_service/lib/package.json
deleted file mode 100644
index af159ca7c3cd..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/package.json
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-  "name": "metadata-service-schema-tools",
-  "version": "1.0.0",
-  "description": "Schema bundling tools for Airbyte metadata service",
-  "private": true,
-  "scripts": {
-    "bundle-schemas": "node bin/bundle-schemas.js"
-  },
-  "dependencies": {
-    "@apidevtools/json-schema-ref-parser": "^11.0.0"
-  }
-}
diff --git a/airbyte-ci/connectors/metadata_service/lib/poetry.lock b/airbyte-ci/connectors/metadata_service/lib/poetry.lock
deleted file mode 100644
index 2902507d74dd..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/poetry.lock
+++ /dev/null
@@ -1,2294 +0,0 @@
-# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
-
-[[package]]
-name = "argcomplete"
-version = "3.6.2"
-description = "Bash tab completion for argparse"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591"},
-    {file = "argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf"},
-]
-
-[package.extras]
-test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
-
-[[package]]
-name = "attrs"
-version = "25.3.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
-    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
-]
-
-[package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
-
-[[package]]
-name = "beautifulsoup4"
-version = "4.13.5"
-description = "Screen-scraping library"
-optional = false
-python-versions = ">=3.7.0"
-files = [
-    {file = "beautifulsoup4-4.13.5-py3-none-any.whl", hash = "sha256:642085eaa22233aceadff9c69651bc51e8bf3f874fb6d7104ece2beb24b47c4a"},
-    {file = "beautifulsoup4-4.13.5.tar.gz", hash = "sha256:5e70131382930e7c3de33450a2f54a63d5e4b19386eab43a5b34d594268f3695"},
-]
-
-[package.dependencies]
-soupsieve = ">1.2"
-typing-extensions = ">=4.0.0"
-
-[package.extras]
-cchardet = ["cchardet"]
-chardet = ["chardet"]
-charset-normalizer = ["charset-normalizer"]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
-
-[[package]]
-name = "black"
-version = "25.1.0"
-description = "The uncompromising code formatter."
-optional = false
-python-versions = ">=3.9"
-files = [
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-[[package]]
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-h2 = ["h2 (>=4,<5)"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
-
-[metadata]
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diff --git a/airbyte-ci/connectors/metadata_service/lib/pyproject.toml b/airbyte-ci/connectors/metadata_service/lib/pyproject.toml
deleted file mode 100644
index 90768fa94571..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/pyproject.toml
+++ /dev/null
@@ -1,56 +0,0 @@
-[tool.poetry]
-name = "metadata-service"
-version = "0.28.1"
-description = ""
-authors = ["Airbyte <contact@airbyte.io>"]
-readme = "README.md"
-packages = [{ include = "metadata_service" }]
-
-[tool.poetry.dependencies]
-python = "^3.11"
-pydantic = "^1.10.6"
-click = "^8.1.3"
-google = "^3.0.0"
-pyyaml = "^6.0"
-gcloud = "^0.18.3"
-google-cloud-storage = "^2.8.0"
-pydash = "^6.0.2"
-semver = "^3.0.1"
-gitpython = "^3.1.40"
-pygithub = "^2.7.0"
-pandas = "^2.3.1"
-tabulate = "^0.9.0"
-slack-sdk = "^3.36.0"
-dpath = "^2.2.0"
-sentry-sdk = "^1.28.1"
-jinja2 = "^3.1.2"
-
-
-[tool.poetry.group.dev.dependencies]
-pytest = "^8"
-datamodel-code-generator = "^0.17.1"
-pytest-mock = "^3.10.0"
-poethepoet = "^0.20.0"
-
-[tool.poetry.scripts]
-metadata_service = "metadata_service.commands:metadata_service"
-
-[tool.poe.tasks]
-generate-models = { shell = "npm ci --silent && ./bin/generate-metadata-models.sh" }
-replicate-prod = "gsutil -m rsync -r -d gs://prod-airbyte-cloud-connector-metadata-service gs://$TARGET_BUCKET"
-copy-connector-from-prod = "gsutil  -m rsync -r -d gs://prod-airbyte-cloud-connector-metadata-service/metadata/$CONNECTOR/$VERSION gs://$TARGET_BUCKET/metadata/$CONNECTOR/$VERSION"
-promote-connector-to-latest = "gsutil  -m rsync -r -d gs://$TARGET_BUCKET/metadata/$CONNECTOR/$VERSION gs://$TARGET_BUCKET/metadata/$CONNECTOR/latest"
-test = "pytest tests"
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = ["test"]
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.ruff]
-target-version = "py311"
-line-length = 140
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/conftest.py b/airbyte-ci/connectors/metadata_service/lib/tests/conftest.py
deleted file mode 100644
index ba779e55c2eb..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/conftest.py
+++ /dev/null
@@ -1,25 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-
-pytest_plugins = [
-    "tests.fixtures",
-]
-
-
-def pytest_addoption(parser):
-    parser.addoption("--skipslow", action="store_true", default=False, help="skip slow tests")
-
-
-def pytest_configure(config):
-    config.addinivalue_line("markers", "slow: mark test as slow to run")
-
-
-def pytest_collection_modifyitems(config, items):
-    if config.getoption("--skipslow"):
-        skip_slow = pytest.mark.skip(reason="--skipslow option has been provided and this test is marked as slow")
-        for item in items:
-            if "slow" in item.keywords:
-                item.add_marker(skip_slow)
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/__init__.py b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/__init__.py
deleted file mode 100644
index 71d7203499ae..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/__init__.py
+++ /dev/null
@@ -1,58 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import os
-from typing import Callable, List
-
-import pytest
-from metadata_service.constants import DOC_FILE_NAME
-
-
-def list_all_paths_in_fixture_directory(folder_name: str) -> List[str]:
-    file_path = os.path.join(os.path.dirname(__file__), folder_name)
-
-    # If folder_name has subdirectories, os.walk will return a list of tuples,
-    # one for folder_name and one for each of its subdirectories.
-    fixture_files = []
-    for root, dirs, files in os.walk(file_path):
-        fixture_files.extend(os.path.join(root, file_name) for file_name in files)
-    return fixture_files
-
-
-@pytest.fixture(scope="session")
-def valid_metadata_yaml_files() -> List[str]:
-    files = list_all_paths_in_fixture_directory("metadata_validate/valid")
-    if not files:
-        pytest.fail("No files found in metadata_validate/valid")
-    return files
-
-
-@pytest.fixture(scope="session")
-def invalid_metadata_yaml_files() -> List[str]:
-    files = list_all_paths_in_fixture_directory("metadata_validate/invalid")
-    if not files:
-        pytest.fail("No files found in metadata_validate/invalid")
-    return files
-
-
-@pytest.fixture(scope="session")
-def valid_metadata_upload_files() -> List[str]:
-    files = list_all_paths_in_fixture_directory("metadata_upload/valid")
-    if not files:
-        pytest.fail("No files found in metadata_upload/valid")
-    return files
-
-
-@pytest.fixture(scope="session")
-def invalid_metadata_upload_files() -> List[str]:
-    files = list_all_paths_in_fixture_directory("metadata_upload/invalid")
-    if not files:
-        pytest.fail("No files found in metadata_upload/invalid")
-    return files
-
-
-@pytest.fixture(scope="session")
-def get_fixture_path() -> Callable[[str], str]:
-    def _get_fixture_path(fixture_name: str) -> str:
-        return os.path.join(os.path.dirname(__file__), fixture_name)
-
-    return _get_fixture_path
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/doc.md b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/doc.md
deleted file mode 100644
index 3ee6db6d8d87..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/doc.md
+++ /dev/null
@@ -1 +0,0 @@
-# The test doc for metadata_validate
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_cloud_repo_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_cloud_repo_does_not_exist.yaml
deleted file mode 100644
index 5870cbd3c1f4..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_cloud_repo_does_not_exist.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/does-not-exist-4
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_main_repo_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_main_repo_does_not_exist.yaml
deleted file mode 100644
index ef1221d99316..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_main_repo_does_not_exist.yaml
+++ /dev/null
@@ -1,23 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/does-not-exist-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_normalization_repo_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_normalization_repo_does_not_exist.yaml
deleted file mode 100644
index 6c1d49293fa1..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_normalization_repo_does_not_exist.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/does-not-exist-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_oss_repo_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_oss_repo_does_not_exist.yaml
deleted file mode 100644
index 61c907851da8..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/repo_nonexistent/metadata_oss_repo_does_not_exist.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/does-not-exist-4
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_breaking_change_image_tag_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_breaking_change_image_tag_does_not_exist.yaml
deleted file mode 100644
index f646f8eb2995..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_breaking_change_image_tag_does_not_exist.yaml
+++ /dev/null
@@ -1,25 +0,0 @@
-data:
-  connectorSubtype: api
-  connectorType: source
-  definitionId: bb6afd81-87d5-47e3-97c4-e2c2901b1cf8
-  dockerImageTag: 0.0.1
-  dockerRepository: airbyte/image-exists1
-  githubIssueLabel: source-onesignal
-  icon: onesignal.svg
-  license: MIT
-  name: OneSignal
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: alpha
-  releases:
-    breakingChanges:
-      0.0.0: # tag does not exist
-        upgradeDeadline: 2023-08-22
-        message: "This version made a change."
-  documentationUrl: https://docs.airbyte.com/integrations/sources/onesignal
-  tags:
-    - language:python
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_cloud_image_tag_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_cloud_image_tag_does_not_exist.yaml
deleted file mode 100644
index a41bb35cf8ea..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_cloud_image_tag_does_not_exist.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 99.99.99 # tag does not exist
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_main_image_tag_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_main_image_tag_does_not_exist.yaml
deleted file mode 100644
index 1007338c64fb..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_main_image_tag_does_not_exist.yaml
+++ /dev/null
@@ -1,23 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 99.99.99 # tag does not exist
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_normalization_image_tag_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_normalization_image_tag_does_not_exist.yaml
deleted file mode 100644
index 7c578cf41a19..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_normalization_image_tag_does_not_exist.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 99.99.99 # tag does not exist
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_oss_repo_does_not_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_oss_repo_does_not_exist.yaml
deleted file mode 100644
index 29e02dd7d39c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/tag_nonexistent/metadata_oss_repo_does_not_exist.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 99.99.99 # tag does not exist
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/valid_overrides_but_image_nonexistent/metadata_main_image_tag_does_not_exist_but_is_overrode.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/valid_overrides_but_image_nonexistent/metadata_main_image_tag_does_not_exist_but_is_overrode.yaml
deleted file mode 100644
index 53c80d360c04..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/valid_overrides_but_image_nonexistent/metadata_main_image_tag_does_not_exist_but_is_overrode.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 99.99.99 # tag does not exist
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/valid_overrides_but_image_nonexistent/metadata_main_repo_does_not_exist_but_is_overrode.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/valid_overrides_but_image_nonexistent/metadata_main_repo_does_not_exist_but_is_overrode.yaml
deleted file mode 100644
index 95ad1661b3b3..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/invalid/referenced_image_not_in_dockerhub/valid_overrides_but_image_nonexistent/metadata_main_repo_does_not_exist_but_is_overrode.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/does-not-exist-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist.yaml
deleted file mode 100644
index 7d1f5ef5da72..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist.yaml
+++ /dev/null
@@ -1,32 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  registryOverrides:
-    cloud:
-      enabled: true
-      dockerRepository: airbyte/exists-3
-      dockerImageTag: 0.0.1
-    oss:
-      enabled: true
-      dockerRepository: airbyte/exists-4
-      dockerImageTag: 0.0.1
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version made a change."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist_no_overrides.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist_no_overrides.yaml
deleted file mode 100644
index d2067be338f0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist_no_overrides.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist_no_overrides_with_normalization.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist_no_overrides_with_normalization.yaml
deleted file mode 100644
index 74be91d596ef..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_all_images_exist_no_overrides_with_normalization.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  normalizationConfig:
-    normalizationIntegrationType: postgres
-    normalizationRepository: airbyte/exists-2
-    normalizationTag: 0.0.1
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_base_image_exists.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_base_image_exists.yaml
deleted file mode 100644
index 0189b45a2d51..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_base_image_exists.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  ab_internal:
-    ql: 400
-    sl: 200
-  allowedHosts:
-    hosts:
-      - zopim.com
-  connectorBuildOptions:
-    baseImage: docker.io/airbyte/base-repo-exists:1.1.0@sha256:bd98f6505c6764b1b5f99d3aedc23dfc9e9af631a62533f60eb32b1d3dbab20c
-  connectorSubtype: api
-  connectorType: source
-  definitionId: 40d24d0f-b8f9-4fe0-9e6c-b06c0f3f45e4
-  dockerImageTag: 0.2.1
-  dockerRepository: airbyte/source-exists-1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  githubIssueLabel: source-alloy-db
-  icon: alloy-db.svg
-  license: MIT
-  name: AlloyDB for PostgreSQL
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  supportLevel: certified
-  tags:
-    - language:python
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_release_candidate.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_release_candidate.yaml
deleted file mode 100644
index a95f7ae31912..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_upload/valid/referenced_image_in_dockerhub/metadata_release_candidate.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.1.0-rc.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    rolloutConfiguration:
-      enableProgressiveRollout: true
-      initialPercentage: 5
-      maxPercentage: 50
-      advanceDelayMinutes: 60
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_extra_data.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_extra_data.yaml
deleted file mode 100644
index d412853bb354..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_extra_data.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  someUnknownField: someUnknownValue
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_major_bump_no_breaking_changes.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_major_bump_no_breaking_changes.yaml
deleted file mode 100644
index 9d26a7480bed..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_major_bump_no_breaking_changes.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: Low-code
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 1.0.0
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_progressive_rollout_no_rc_suffix.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_progressive_rollout_no_rc_suffix.yaml
deleted file mode 100644
index 2e68d16a48ab..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_progressive_rollout_no_rc_suffix.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    rolloutConfiguration:
-      enableProgressiveRollout: true
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_release_candidate_for_major_version.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_release_candidate_for_major_version.yaml
deleted file mode 100644
index 7da17b70363b..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_release_candidate_for_major_version.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 3.0.0-rc.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    rolloutConfiguration:
-      enableProgressiveRollout: true
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_release_candidate_no_progressive_rollout.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_release_candidate_no_progressive_rollout.yaml
deleted file mode 100644
index 9917b66596fc..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/metadata_release_candidate_no_progressive_rollout.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1-rc.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/nonsense.json b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/nonsense.json
deleted file mode 100644
index ad869b38385f..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/nonsense.json
+++ /dev/null
@@ -1 +0,0 @@
-asdsad
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/nonsense.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/nonsense.yaml
deleted file mode 100644
index ad869b38385f..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/nonsense.yaml
+++ /dev/null
@@ -1 +0,0 @@
-asdsad
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_digest_does_not_exists.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_digest_does_not_exists.yaml
deleted file mode 100644
index 57f5418bc40d..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_digest_does_not_exists.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  ab_internal:
-    ql: 400
-    sl: 200
-  allowedHosts:
-    hosts:
-      - zopim.com
-  connectorBuildOptions:
-    baseImage: docker.io/airbyte/base-repo-exists:1.1.0@sha256:MISSINGSHA
-  connectorSubtype: api
-  connectorType: source
-  definitionId: 40d24d0f-b8f9-4fe0-9e6c-b06c0f3f45e4
-  dockerImageTag: 0.2.1
-  dockerRepository: airbyte/source-exists-1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  githubIssueLabel: source-alloy-db
-  icon: alloy-db.svg
-  license: MIT
-  name: AlloyDB for PostgreSQL
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  supportLevel: certified
-  tags:
-    - language:python
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_name_does_not_exists.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_name_does_not_exists.yaml
deleted file mode 100644
index fdefc79a9b1b..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_name_does_not_exists.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  ab_internal:
-    ql: 400
-    sl: 200
-  allowedHosts:
-    hosts:
-      - zopim.com
-  connectorBuildOptions:
-    baseImage: docker.io/airbyte/foobar-connector-base:1.1.0@sha256:bd98f6505c6764b1b5f99d3aedc23dfc9e9af631a62533f60eb32b1d3dbab20c
-  connectorSubtype: api
-  connectorType: source
-  definitionId: 40d24d0f-b8f9-4fe0-9e6c-b06c0f3f45e4
-  dockerImageTag: 0.2.1
-  dockerRepository: airbyte/source-exists-1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  githubIssueLabel: source-alloy-db
-  icon: alloy-db.svg
-  license: MIT
-  name: AlloyDB for PostgreSQL
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  supportLevel: certified
-  tags:
-    - language:python
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_tag_does_not_exists.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_tag_does_not_exists.yaml
deleted file mode 100644
index ba84e959a984..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_base_image_tag_does_not_exists.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  ab_internal:
-    ql: 400
-    sl: 200
-  allowedHosts:
-    hosts:
-      - zopim.com
-  connectorBuildOptions:
-    baseImage: docker.io/airbyte/base-repo-exists:99.99.99@sha256:bd98f6505c6764b1b5f99d3aedc23dfc9e9af631a62533f60eb32b1d3dbab20c
-  connectorSubtype: api
-  connectorType: source
-  definitionId: 40d24d0f-b8f9-4fe0-9e6c-b06c0f3f45e4
-  dockerImageTag: 0.2.1
-  dockerRepository: airbyte/source-exists-1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  githubIssueLabel: source-alloy-db
-  icon: alloy-db.svg
-  license: MIT
-  name: AlloyDB for PostgreSQL
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  supportLevel: certified
-  tags:
-    - language:python
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_build_base_image_wrong_type.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_build_base_image_wrong_type.yaml
deleted file mode 100644
index b58cb21f304b..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_build_base_image_wrong_type.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  allowedHosts:
-    hosts:
-      - "*.googleapis.com"
-  connectorBuildOptions:
-    unexpectedField: additionalProperties are not allowed ('unexpectedField' was unexpected)
-  connectorSubtype: file
-  connectorType: source
-  definitionId: 71607ba1-c0ac-4799-8049-7f4b90dd50f7
-  dockerImageTag: 0.3.7
-  dockerRepository: airbyte/source-google-sheets
-  githubIssueLabel: source-google-sheets
-  icon: google-sheets.svg
-  license: Elv2
-  name: Google Sheets
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  documentationUrl: https://docs.airbyte.com/integrations/sources/google-sheets
-  tags:
-    - language:python
-  ab_internal:
-    sl: 300
-    ql: 400
-  supportLevel: certified
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_invalid_base_image_no_sha.yml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_invalid_base_image_no_sha.yml
deleted file mode 100644
index 91de8734a4bf..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/connector_build_options_invalid/metadata_invalid_base_image_no_sha.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  allowedHosts:
-    hosts:
-      - "*.googleapis.com"
-  connectorBuildOptions:
-    baseImage: docker.io/airbyte/base-repo-exists:1.1.0
-  connectorSubtype: file
-  connectorType: source
-  definitionId: 71607ba1-c0ac-4799-8049-7f4b90dd50f7
-  dockerImageTag: 0.3.7
-  dockerRepository: airbyte/source-google-sheets
-  githubIssueLabel: source-google-sheets
-  icon: google-sheets.svg
-  license: Elv2
-  name: Google Sheets
-  registries:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  documentationUrl: https://docs.airbyte.com/integrations/sources/google-sheets
-  tags:
-    - language:python
-  ab_internal:
-    sl: 300
-    ql: 400
-  supportLevel: certified
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_internal_fields.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_internal_fields.yaml
deleted file mode 100644
index db4b261bd977..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_internal_fields.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  ab_internal:
-    sl: 299
-    ql: 699
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_remote_registries.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_remote_registries.yaml
deleted file mode 100644
index 1e1d095e6333..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_remote_registries.yaml
+++ /dev/null
@@ -1,16 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  remoteRegistries:
-    maven: enabled
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_support_refreshes.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_support_refreshes.yaml
deleted file mode 100644
index 4e66c6d592ff..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_invalid_support_refreshes.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  supportsRefreshes: 123
-  license: MIT
-  tags:
-    - language:java
\ No newline at end of file
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_unknown_support_level.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_unknown_support_level.yaml
deleted file mode 100644
index 9fe7b5ededaf..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_unknown_support_level.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  supportLevel: dne
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_wrong_language_remote_registries.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_wrong_language_remote_registries.yaml
deleted file mode 100644
index c77bfde70bd4..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/metadata_wrong_language_remote_registries.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  remoteRegistries:
-    pypi:
-      enabled: true
-      packageName: airbyte-source-alloydb-strict-encrypt
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_no_id_override.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_no_id_override.yaml
deleted file mode 100644
index f6a46e1870e2..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_no_id_override.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  registryOverrides:
-    oss:
-      enabled: true
-      definitionId: woohoo
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_no_type_override.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_no_type_override.yaml
deleted file mode 100644
index 6904ca3426e5..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_no_type_override.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  registryOverrides:
-    oss:
-      enabled: true
-      connectorType: destination
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_unknown_override.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_unknown_override.yaml
deleted file mode 100644
index a6e7f18d73c5..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/overrides_invalid/metadata_registry_unknown_override.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  registryOverrides:
-    oss:
-      enabled: true
-      what: is this?
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/impact_scopes_invalid/metadata_breaking_changes_empty_impacted_stream.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/impact_scopes_invalid/metadata_breaking_changes_empty_impacted_stream.yaml
deleted file mode 100644
index 3351eb5ddee5..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/impact_scopes_invalid/metadata_breaking_changes_empty_impacted_stream.yaml
+++ /dev/null
@@ -1,23 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-        scopedImpact:
-        - scopeType: stream
-          impactedScopes: []
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/impact_scopes_invalid/metadata_breaking_changes_impact_scopes_unknown_scope_type.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/impact_scopes_invalid/metadata_breaking_changes_impact_scopes_unknown_scope_type.yaml
deleted file mode 100644
index 9b4176acfd5c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/impact_scopes_invalid/metadata_breaking_changes_impact_scopes_unknown_scope_type.yaml
+++ /dev/null
@@ -1,23 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-        scopedImpact:
-          - type: foo
-            impactedScopes: ["bar"]
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_breaking_change_versions_under_releases.yml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_breaking_change_versions_under_releases.yml
deleted file mode 100644
index 27e2c17d1abf..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_breaking_change_versions_under_releases.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/alloydb
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releasestests/fixtures/metadata_validate/invalid/metadata_breaking_change_versions_under_releases.yml:
-    2.1.3:
-      message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-      upgradeDeadline: 2023-08-22
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_breaking_changes_not_under_releases.yml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_breaking_changes_not_under_releases.yml
deleted file mode 100644
index e2b9918cccf0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_breaking_changes_not_under_releases.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/alloydb
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  breakingChanges:
-    2.1.3:
-      message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-      upgradeDeadline: 2023-08-22
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_additional_property.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_additional_property.yaml
deleted file mode 100644
index 03f3579470fa..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_additional_property.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      addition: "hi"
-      2.1.3:
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-        upgradeDeadline: 2023-08-22
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_invalid_deadline.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_invalid_deadline.yaml
deleted file mode 100644
index a4b3891435b1..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_invalid_deadline.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      1.2.3:
-        upgradeDeadline: 2023-08-22-11
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_no_deadline.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_no_deadline.yaml
deleted file mode 100644
index 458fdccce291..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_no_deadline.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      1.2.3:
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_no_message.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_no_message.yaml
deleted file mode 100644
index 73572c41a5d6..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_no_message.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.1.3:
-        upgradeDeadline: 2023-08-22
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_version.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_version.yaml
deleted file mode 100644
index 76c15e44d7c2..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_invalid_breaking_change_version.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      v2.1.3:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_major_version_no_breaking_change_entry_for_version.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_major_version_no_breaking_change_entry_for_version.yaml
deleted file mode 100644
index a7d4e65e96cd..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_major_version_no_breaking_change_entry_for_version.yaml
+++ /dev/null
@@ -1,25 +0,0 @@
-metadataSpecVersion: "1.0"
-data:
-  connectorSubtype: api
-  connectorType: source
-  definitionId: bb6afd81-87d5-47e3-97c4-e2c2901b1cf8
-  dockerImageTag: 2.0.0
-  dockerRepository: airbyte/source-onesignal
-  githubIssueLabel: source-onesignal
-  icon: onesignal.svg
-  license: MIT
-  name: OneSignal
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: alpha
-  releases:
-    breakingChanges:
-      1.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version made a change."
-  documentationUrl: https://docs.airbyte.com/integrations/sources/onesignal
-  tags:
-    - language:python
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_major_version_no_releases.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_major_version_no_releases.yaml
deleted file mode 100644
index 65ab50b555fe..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/optional_top_level_property_invalid/releases_invalid/metadata_major_version_no_releases.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-metadataSpecVersion: "1.0"
-data:
-  connectorSubtype: api
-  connectorType: source
-  definitionId: bb6afd81-87d5-47e3-97c4-e2c2901b1cf8
-  dockerImageTag: 2.0.0
-  dockerRepository: airbyte/source-onesignal
-  githubIssueLabel: source-onesignal
-  icon: onesignal.svg
-  license: MIT
-  name: OneSignal
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: alpha
-  documentationUrl: https://docs.airbyte.com/integrations/sources/onesignal
-  tags:
-    - language:python
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_empty_tags.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_empty_tags.yaml
deleted file mode 100644
index 90f558ad64e3..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_empty_tags.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/source-alloydb-strict-encrypt
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags: []
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_invalid_tag_format.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_invalid_tag_format.yaml
deleted file mode 100644
index f5416208fa3e..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_invalid_tag_format.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/source-alloydb-strict-encrypt
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - notkv
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_no_lang_tag.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_no_lang_tag.yaml
deleted file mode 100644
index a065f3e742c7..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_invalid/tags_invalid/metadata_no_lang_tag.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/source-alloydb-strict-encrypt
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - keyword:test
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_connector_type.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_connector_type.yaml
deleted file mode 100644
index 3222f6bdd974..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_connector_type.yaml
+++ /dev/null
@@ -1,13 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_definition_id.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_definition_id.yaml
deleted file mode 100644
index b1eb9f113e32..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_definition_id.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  connectorType: source
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerRepository: airbyte/image-exists-1
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_docker_image_tag.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_docker_image_tag.yaml
deleted file mode 100644
index 28b6807ee54a..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_docker_image_tag.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerRepository: airbyte/image-exists-1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_docker_repo.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_docker_repo.yaml
deleted file mode 100644
index 5bc5ca48cdd8..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_docker_repo.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_tags.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_tags.yaml
deleted file mode 100644
index 4b704e001f8c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_tags.yaml
+++ /dev/null
@@ -1,12 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/source-alloydb-strict-encrypt
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_version.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_version.yaml
deleted file mode 100644
index 8142a7133c5c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/invalid/required_top_level_property_missing/metadata_missing_version.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/metadata_declarative_manifest_major_bump_no_breaking_change.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/metadata_declarative_manifest_major_bump_no_breaking_change.yaml
deleted file mode 100644
index cde8a6cedd85..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/metadata_declarative_manifest_major_bump_no_breaking_change.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: Low-code
-  definitionId: 64a2f99c-542f-4af8-9a6f-355f1217b436
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 1.0.0
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/metadata_simple.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/metadata_simple.yaml
deleted file mode 100644
index c8bd4e079df0..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/metadata_simple.yaml
+++ /dev/null
@@ -1,14 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_build_base_image.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_build_base_image.yaml
deleted file mode 100644
index 1eb69afb6214..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_build_base_image.yaml
+++ /dev/null
@@ -1,29 +0,0 @@
-data:
-  allowedHosts:
-    hosts:
-      - "*.googleapis.com"
-  connectorBuildOptions:
-    baseImage: docker.io/airbyte/base-repo-exists:1.1.0@sha256:bd98f6505c6764b1b5f99d3aedc23dfc9e9af631a62533f60eb32b1d3dbab20c
-  connectorSubtype: file
-  connectorType: source
-  definitionId: 71607ba1-c0ac-4799-8049-7f4b90dd50f7
-  dockerImageTag: 0.3.7
-  dockerRepository: airbyte/source-google-sheets
-  githubIssueLabel: source-google-sheets
-  icon: google-sheets.svg
-  license: Elv2
-  name: Google Sheets
-  registryOverrides:
-    cloud:
-      enabled: true
-    oss:
-      enabled: true
-  releaseStage: generally_available
-  documentationUrl: https://docs.airbyte.com/integrations/sources/google-sheets
-  tags:
-    - language:python
-  ab_internal:
-    sl: 300
-    ql: 400
-  supportLevel: certified
-metadataSpecVersion: "1.0"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_internal_fields.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_internal_fields.yaml
deleted file mode 100644
index 2d788f819f7b..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_internal_fields.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  ab_internal:
-    sl: 200
-    ql: 600
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_registry_allowed_hosts.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_registry_allowed_hosts.yaml
deleted file mode 100644
index fe9279d3c8de..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_registry_allowed_hosts.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_registry_required_resources.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_registry_required_resources.yaml
deleted file mode 100644
index a49ca2841bed..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_registry_required_resources.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  resourceRequirements:
-    jobSpecific:
-      - jobType: sync
-        resourceRequirements:
-          memory_request: 1Gi
-          memory_limit: 1Gi
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_remote_registries.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_remote_registries.yaml
deleted file mode 100644
index b942106789e2..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_remote_registries.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  remoteRegistries:
-    pypi:
-      enabled: true
-      packageName: airbyte-source-alloydb-strict-encrypt
-  license: MIT
-  tags:
-    - language:python
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_level.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_level.yaml
deleted file mode 100644
index 0fe30754f681..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_level.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  supportLevel: community
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_level_archived.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_level_archived.yaml
deleted file mode 100644
index 99486312e56c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_level_archived.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  supportLevel: archived
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_refreshes.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_refreshes.yaml
deleted file mode 100644
index 13174a76e3ee..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/metadata_support_refreshes.yaml
+++ /dev/null
@@ -1,15 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  supportsRefreshes: true
-  license: MIT
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_overrides/metadata_registry_complex_override.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_overrides/metadata_registry_complex_override.yaml
deleted file mode 100644
index 4d0d8d7dc110..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_overrides/metadata_registry_complex_override.yaml
+++ /dev/null
@@ -1,31 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  registryOverrides:
-    oss:
-      enabled: true
-    cloud:
-      enabled: true
-      name: "NEWNAME"
-      dockerRepository: airbyte/source-alloydb
-      resourceRequirements:
-        jobSpecific:
-          - jobType: sync
-            resourceRequirements:
-              memory_request: 1Gi
-              memory_limit: 1Gi
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_overrides/metadata_registry_enabled.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_overrides/metadata_registry_enabled.yaml
deleted file mode 100644
index 81f17b894eef..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_overrides/metadata_registry_enabled.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  allowedHosts:
-    hosts:
-      - "${host}"
-      - "${tunnel_method.tunnel_host}"
-  registryOverrides:
-    oss:
-      enabled: true
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_change_prerelease.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_change_prerelease.yaml
deleted file mode 100644
index bc356503f1ce..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_change_prerelease.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.0-preview.cf3628c
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes.yaml
deleted file mode 100644
index 230bbf43d09c..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_impact_scopes.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_impact_scopes.yaml
deleted file mode 100644
index 215d8f18c578..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_impact_scopes.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-        scopedImpact:
-          - scopeType: stream
-            impactedScopes: ["affected_stream"]
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_migration_doc_url.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_migration_doc_url.yaml
deleted file mode 100644
index 4745efd02a9f..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_migration_doc_url.yaml
+++ /dev/null
@@ -1,21 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    migrationDocumentationUrl: https://docs.airbyte.com/integrations/sources/existingsource-migrations
-    breakingChanges:
-      2.0.0:
-        migrationDocumentationUrl: https://docs.airbyte.com/integrations/sources/existingsource-migrations#2.0.0
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_multipel_impact_scopes.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_multipel_impact_scopes.yaml
deleted file mode 100644
index 0c19362d12e1..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_breaking_changes_with_multipel_impact_scopes.yaml
+++ /dev/null
@@ -1,24 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 0.0.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-        scopedImpact:
-          - scopeType: stream
-            impactedScopes: ["affected_stream", "one_more"]
-          - scopeType: stream
-            impactedScopes: ["another_affected_stream"]
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_major_version_with_breaking_change_for_version.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_major_version_with_breaking_change_for_version.yaml
deleted file mode 100644
index 515df162bebb..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_major_version_with_breaking_change_for_version.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.0
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_release_candidate_disable_progressive_rollout.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_release_candidate_disable_progressive_rollout.yaml
deleted file mode 100644
index 684d168789aa..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_release_candidate_disable_progressive_rollout.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1-rc.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    rolloutConfiguration:
-      enableProgressiveRollout: false
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_release_candidate_enable_progressive_rollout.yaml b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_release_candidate_enable_progressive_rollout.yaml
deleted file mode 100644
index 36debbafbe6e..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/metadata_validate/valid/with_optional_field/with_releases/metadata_release_candidate_enable_progressive_rollout.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-metadataSpecVersion: 1.0
-data:
-  name: AlloyDB for PostgreSQL
-  definitionId: 1fa90628-2b9e-11ed-a261-0242ac120002
-  connectorType: source
-  dockerRepository: airbyte/image-exists-1
-  githubIssueLabel: source-alloydb-strict-encrypt
-  dockerImageTag: 2.0.1-rc.1
-  documentationUrl: https://docs.airbyte.com/integrations/sources/existingsource
-  connectorSubtype: database
-  releaseStage: generally_available
-  license: MIT
-  releases:
-    rolloutConfiguration:
-      enableProgressiveRollout: true
-    breakingChanges:
-      2.0.0:
-        upgradeDeadline: 2023-08-22
-        message: "This version changes the connector’s authentication method from `ApiKey` to `oAuth`, per the [API guide](https://amazon-sqs.com/api/someguide)."
-
-  tags:
-    - language:java
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/stale_metadata_report_fixtures.py b/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/stale_metadata_report_fixtures.py
deleted file mode 100644
index b2420fc91819..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/fixtures/stale_metadata_report_fixtures.py
+++ /dev/null
@@ -1,128 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-from unittest.mock import Mock
-
-import pytest
-import yaml
-
-
-@pytest.fixture
-def mock_github_files():
-    """Create mock GitHub file objects for testing."""
-    mock_file_1 = Mock()
-    mock_file_1.type = "file"
-    mock_file_1.name = "metadata.yaml"
-    mock_file_1.path = "airbyte-integrations/connectors/source-test-1/metadata.yaml"
-    mock_file_1.download_url = "https://github.com/connector-1/metadata.yaml"
-
-    mock_file_2 = Mock()
-    mock_file_2.type = "file"
-    mock_file_2.name = "metadata.yaml"
-    mock_file_2.path = "airbyte-integrations/connectors/source-test-2/metadata.yaml"
-    mock_file_2.download_url = "https://github.com/connector-2/metadata.yaml"
-
-    mock_file_3 = Mock()
-    mock_file_3.type = "file"
-    mock_file_3.name = "metadata.yaml"
-    mock_file_3.path = "airbyte-integrations/connectors/source-test-3/metadata.yaml"
-    mock_file_3.download_url = "https://github.com/connector-3/metadata.yaml"
-
-    return [mock_file_1, mock_file_2, mock_file_3]
-
-
-@pytest.fixture
-def mock_yaml_responses():
-    """Create mock YAML responses for different test scenarios."""
-    return {
-        "https://github.com/connector-1/metadata.yaml": """
-metadataSpecVersion: "1.0"
-data:
-    name: "Test Source 1"
-    definitionId: "12345678-1234-1234-1234-123456789abc"
-    connectorType: "source"
-    dockerRepository: "airbyte/source-test-1"
-    dockerImageTag: "1.0.0"
-    license: "MIT"
-    documentationUrl: "https://docs.airbyte.com/integrations/sources/test-1"
-    githubIssueLabel: "source-test-1"
-    connectorSubtype: "api"
-    releaseStage: "alpha"
-    supportLevel: "certified"
-""",
-        "https://github.com/connector-2/metadata.yaml": """
-metadataSpecVersion: "1.0"
-data:
-    name: "Test Source 2"
-    definitionId: "12345678-1234-1234-1234-123456789abd"
-    connectorType: "source"
-    dockerRepository: "airbyte/source-test-2"
-    dockerImageTag: "1.0.0-rc"
-    license: "MIT"
-    documentationUrl: "https://docs.airbyte.com/integrations/sources/test-2"
-    githubIssueLabel: "source-test-2"
-    connectorSubtype: "api"
-    releaseStage: "alpha"
-    supportLevel: "community"
-""",
-        "https://github.com/connector-3/metadata.yaml": """
-metadataSpecVersion: "1.0"
-data:
-    name: "Test Source 3"
-    definitionId: "12345678-1234-1234-1234-123456789abe"
-    connectorType: "source"
-    dockerRepository: "airbyte/source-test-3"
-    dockerImageTag: "2.0.0"
-    license: "MIT"
-    documentationUrl: "https://docs.airbyte.com/integrations/sources/test-3"
-    githubIssueLabel: "source-test-3"
-    connectorSubtype: "api"
-    releaseStage: "alpha"
-    supportLevel: "archived"
-""",
-    }
-
-
-@pytest.fixture
-def mock_gcs_blobs():
-    """Create mock GCS blob objects for testing."""
-
-    def _create_mock_blob(repo, tag):
-        blob = Mock()
-        metadata = {
-            "metadataSpecVersion": "1.0",
-            "data": {
-                "name": f"Test {repo.split('/')[-1].replace('-', ' ').title()}",
-                "definitionId": "12345678-1234-1234-1234-123456789000",
-                "connectorType": "source" if "source" in repo else "destination",
-                "dockerRepository": repo,
-                "dockerImageTag": tag,
-                "license": "MIT",
-                "documentationUrl": f"https://docs.airbyte.com/integrations/{repo}",
-                "githubIssueLabel": repo.split("/")[-1],
-                "connectorSubtype": "api",
-                "releaseStage": "alpha",
-                "supportLevel": "certified",
-            },
-        }
-        blob.download_as_bytes.return_value = yaml.dump(metadata).encode("utf-8")
-        return blob
-
-    mock_blob_1 = _create_mock_blob("airbyte/source-gcs-1", "1.2.0")
-    mock_blob_2 = _create_mock_blob("airbyte/source-gcs-2", "2.1.0")
-    mock_blob_3 = _create_mock_blob("airbyte/destination-gcs-1", "3.0.0")
-
-    return [mock_blob_1, mock_blob_2, mock_blob_3]
-
-
-@pytest.fixture
-def large_dataset_github_mappings():
-    """Create large GitHub version mappings for performance testing."""
-    return {f"airbyte/connector-{i:04d}": f"{i % 10}.{i % 5}.{i % 3}" for i in range(500)}
-
-
-@pytest.fixture
-def large_dataset_gcs_mappings():
-    """Create large GCS version mappings for performance testing."""
-    return {f"airbyte/connector-{i:04d}": f"{(i - 1) % 10}.{i % 5}.{i % 3}" for i in range(500)}
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/helpers/test_slack.py b/airbyte-ci/connectors/metadata_service/lib/tests/helpers/test_slack.py
deleted file mode 100644
index c19f2b6d7d7e..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/helpers/test_slack.py
+++ /dev/null
@@ -1,86 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-from unittest.mock import Mock, patch
-
-import pytest
-
-from metadata_service.helpers.slack import send_slack_message
-
-
-@pytest.mark.parametrize(
-    "slack_token,should_send,description",
-    [
-        ("xoxb-test-token", True, "token present - should send"),
-        (None, False, "no token - should not send"),
-    ],
-)
-def test_send_slack_message_environment_conditions(monkeypatch, slack_token, should_send, description):
-    """Test send_slack_message behavior with different SLACK_TOKEN configurations."""
-    if slack_token:
-        monkeypatch.setenv("SLACK_TOKEN", slack_token)
-    else:
-        monkeypatch.delenv("SLACK_TOKEN", raising=False)
-
-    with patch("metadata_service.helpers.slack.WebClient") as mock_webclient_class:
-        mock_webclient = Mock()
-        mock_webclient.chat_postMessage = Mock()
-        mock_webclient_class.return_value = mock_webclient
-
-        channel = "#test-channel"
-        message = "Test message"
-
-        success, error_msg = send_slack_message(channel, message)
-
-        if should_send:
-            mock_webclient_class.assert_called_once_with(token=slack_token)
-            expected_message = message + "\n"
-            mock_webclient.chat_postMessage.assert_called_once_with(channel=channel, text=expected_message)
-            assert success is True
-            assert error_msg is None
-        else:
-            mock_webclient_class.assert_not_called()
-            mock_webclient.chat_postMessage.assert_not_called()
-            assert success is True  # No error when token not present - expected behavior
-            assert error_msg is None
-
-
-@pytest.mark.parametrize(
-    "exception_location,exception_type,description",
-    [
-        ("webclient_constructor", Exception, "WebClient constructor raises generic exception"),
-        ("webclient_constructor", ConnectionError, "WebClient constructor raises connection error"),
-        ("chat_post_message", Exception, "chat_postMessage raises generic exception"),
-        ("chat_post_message", ConnectionError, "chat_postMessage raises connection error"),
-    ],
-)
-def test_send_slack_message_error_handling(monkeypatch, exception_location, exception_type, description):
-    """Test send_slack_message gracefully handles various error scenarios without crashing."""
-    monkeypatch.setenv("SLACK_TOKEN", "xoxb-test-token")
-
-    channel = "#test-channel"
-    message = "Test message"
-
-    if exception_location == "webclient_constructor":
-        with patch("metadata_service.helpers.slack.WebClient", side_effect=exception_type("Mocked error")):
-            success, error_msg = send_slack_message(channel, message)
-
-            assert success is False
-            assert "Mocked error" in error_msg
-            assert isinstance(error_msg, str)
-
-    elif exception_location == "chat_post_message":
-        with patch("metadata_service.helpers.slack.WebClient") as mock_webclient_class:
-            mock_webclient = Mock()
-            mock_webclient.chat_postMessage = Mock(side_effect=exception_type("Mocked error"))
-            mock_webclient_class.return_value = mock_webclient
-
-            success, error_msg = send_slack_message(channel, message)
-
-            mock_webclient_class.assert_called_once_with(token="xoxb-test-token")
-            mock_webclient.chat_postMessage.assert_called_once()
-
-            assert success is False
-            assert "Mocked error" in error_msg
-            assert isinstance(error_msg, str)
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_commands.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_commands.py
deleted file mode 100644
index ce4adbf2eceb..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_commands.py
+++ /dev/null
@@ -1,267 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pathlib
-
-import pytest
-from click.testing import CliRunner
-from pydantic import BaseModel, ValidationError, error_wrappers
-from test_gcs_upload import stub_is_image_on_docker_hub
-
-from metadata_service import commands
-from metadata_service.gcs_upload import MetadataUploadInfo, UploadedFile
-from metadata_service.validators.metadata_validator import ValidatorOptions, validate_docker_image_tag_is_not_decremented
-
-NOT_TEST_VALIDATORS = [
-    # Not testing validate_docker_image_tag_is_not_decremented as its tested independently in test_validators
-    validate_docker_image_tag_is_not_decremented
-]
-
-PATCHED_VALIDATORS = [v for v in commands.PRE_UPLOAD_VALIDATORS if v not in NOT_TEST_VALIDATORS]
-
-
-# TEST VALIDATE COMMAND
-def test_valid_metadata_yaml_files(mocker, valid_metadata_yaml_files, tmp_path):
-    runner = CliRunner()
-
-    # Mock dockerhub for base image checks
-    mocker.patch("metadata_service.validators.metadata_validator.is_image_on_docker_hub", side_effect=stub_is_image_on_docker_hub)
-    mocker.patch("metadata_service.commands.PRE_UPLOAD_VALIDATORS", PATCHED_VALIDATORS)
-    assert len(valid_metadata_yaml_files) > 0, "No files found"
-
-    for file_path in valid_metadata_yaml_files:
-        result = runner.invoke(commands.validate, [file_path, str(tmp_path)])
-        assert result.exit_code == 0, f"Validation failed for {file_path} with error: {result.output}"
-
-
-def test_invalid_metadata_yaml_files(mocker, invalid_metadata_yaml_files, tmp_path):
-    runner = CliRunner()
-
-    mocker.patch("metadata_service.validators.metadata_validator.is_image_on_docker_hub", side_effect=stub_is_image_on_docker_hub)
-    mocker.patch("metadata_service.commands.PRE_UPLOAD_VALIDATORS", PATCHED_VALIDATORS)
-
-    assert len(invalid_metadata_yaml_files) > 0, "No files found"
-
-    for file_path in invalid_metadata_yaml_files:
-        result = runner.invoke(commands.validate, [file_path, str(tmp_path)])
-        assert result.exit_code != 0, f"Validation succeeded (when it should have failed) for {file_path}"
-
-
-def test_metadata_file_not_found_fails(tmp_path):
-    runner = CliRunner()
-    result = runner.invoke(commands.validate, ["non_existent_file.yaml", str(tmp_path)])
-    assert result.exit_code != 0, "Validation succeeded (when it should have failed) for non_existent_file.yaml"
-
-
-def test_docs_path_not_found_fails(valid_metadata_yaml_files):
-    runner = CliRunner()
-
-    assert len(valid_metadata_yaml_files) > 0, "No files found"
-
-    result = runner.invoke(commands.validate, [valid_metadata_yaml_files[0], "non_existent_docs_path"])
-    assert result.exit_code != 0, "Validation succeeded (when it should have failed) for non_existent_docs_path"
-
-
-def mock_metadata_upload_info(
-    latest_uploaded: bool,
-    version_uploaded: bool,
-    icon_uploaded: bool,
-    versioned_doc_uploaded: bool,
-    versioned_doc_inapp_uploaded: bool,
-    latest_doc_uploaded: bool,
-    latest_doc_inapp_uploaded: bool,
-    metadata_file_path: str,
-) -> MetadataUploadInfo:
-    return MetadataUploadInfo(
-        metadata_uploaded=(latest_uploaded or version_uploaded),
-        metadata_file_path=metadata_file_path,
-        uploaded_files=[
-            UploadedFile(
-                id="versioned_metadata",
-                uploaded=version_uploaded,
-                blob_id="version_blob_id" if version_uploaded else None,
-            ),
-            UploadedFile(
-                id="latest_metadata",
-                uploaded=latest_uploaded,
-                blob_id="latest_blob_id" if latest_uploaded else None,
-            ),
-            UploadedFile(
-                id="latest_icon",
-                uploaded=icon_uploaded,
-                blob_id="icon_blob_id" if icon_uploaded else None,
-            ),
-            UploadedFile(
-                id="versioned_doc",
-                uploaded=versioned_doc_uploaded,
-                blob_id="versioned_doc_blob_id" if versioned_doc_uploaded else None,
-            ),
-            UploadedFile(
-                id="latest_doc",
-                uploaded=latest_doc_uploaded,
-                blob_id="latest_doc_blob_id" if latest_doc_uploaded else None,
-            ),
-            UploadedFile(
-                id="versioned_doc_inapp",
-                uploaded=versioned_doc_inapp_uploaded,
-                blob_id="versioned_doc_inapp_blob_id" if versioned_doc_inapp_uploaded else None,
-            ),
-            UploadedFile(
-                id="latest_doc_inapp",
-                uploaded=latest_doc_inapp_uploaded,
-                blob_id="latest_doc_inapp_blob_id" if latest_doc_inapp_uploaded else None,
-            ),
-        ],
-    )
-
-
-# TEST UPLOAD COMMAND
-@pytest.mark.parametrize(
-    "latest_uploaded, version_uploaded, icon_uploaded, versioned_doc_uploaded, versioned_doc_inapp_uploaded, latest_doc_uploaded, latest_doc_inapp_uploaded",
-    [
-        (False, False, False, False, False, False, False),
-        (True, False, False, False, False, False, False),
-        (False, True, False, False, False, False, False),
-        (False, False, True, False, False, False, False),
-        (True, True, False, False, False, False, False),
-        (True, False, True, False, False, False, False),
-        (False, True, True, False, False, False, False),
-        (True, True, True, False, False, False, False),
-        (True, True, True, True, True, True, True),
-    ],
-)
-def test_upload(
-    mocker,
-    tmp_path,
-    valid_metadata_yaml_files,
-    latest_uploaded,
-    version_uploaded,
-    icon_uploaded,
-    versioned_doc_uploaded,
-    versioned_doc_inapp_uploaded,
-    latest_doc_uploaded,
-    latest_doc_inapp_uploaded,
-):
-    runner = CliRunner()
-    mocker.patch.object(commands.click, "secho")
-    mocker.patch.object(commands, "upload_metadata_to_gcs")
-    metadata_file_path = valid_metadata_yaml_files[0]
-    upload_info = mock_metadata_upload_info(
-        latest_uploaded,
-        version_uploaded,
-        icon_uploaded,
-        versioned_doc_uploaded,
-        versioned_doc_inapp_uploaded,
-        latest_doc_uploaded,
-        latest_doc_inapp_uploaded,
-        metadata_file_path,
-    )
-    commands.upload_metadata_to_gcs.return_value = upload_info
-    result = runner.invoke(
-        commands.upload, [metadata_file_path, str(tmp_path), "my-bucket"]
-    )  # Using valid_metadata_yaml_files[0] as SA because it exists...
-
-    if latest_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:latest_metadata for {metadata_file_path} was uploaded to latest_blob_id.", fg="green")]
-        )
-        assert result.exit_code == 0
-    else:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:latest_metadata for {metadata_file_path} was not uploaded.", fg="yellow")]
-        )
-
-    if version_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:versioned_metadata for {metadata_file_path} was uploaded to version_blob_id.", fg="green")]
-        )
-        assert result.exit_code == 0
-    else:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:versioned_metadata for {metadata_file_path} was not uploaded.", fg="yellow")]
-        )
-
-    if icon_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:latest_icon for {metadata_file_path} was uploaded to icon_blob_id.", fg="green")]
-        )
-    else:
-        commands.click.secho.assert_has_calls([mocker.call(f"File:latest_icon for {metadata_file_path} was not uploaded.", fg="yellow")])
-
-    if versioned_doc_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:versioned_doc for {metadata_file_path} was uploaded to versioned_doc_blob_id.", fg="green")]
-        )
-    else:
-        commands.click.secho.assert_has_calls([mocker.call(f"File:versioned_doc for {metadata_file_path} was not uploaded.", fg="yellow")])
-
-    if versioned_doc_inapp_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:versioned_doc_inapp for {metadata_file_path} was uploaded to versioned_doc_inapp_blob_id.", fg="green")]
-        )
-    else:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:versioned_doc_inapp for {metadata_file_path} was not uploaded.", fg="yellow")]
-        )
-
-    if latest_doc_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:latest_doc for {metadata_file_path} was uploaded to latest_doc_blob_id.", fg="green")]
-        )
-    else:
-        commands.click.secho.assert_has_calls([mocker.call(f"File:latest_doc for {metadata_file_path} was not uploaded.", fg="yellow")])
-
-    if latest_doc_inapp_uploaded:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:latest_doc_inapp for {metadata_file_path} was uploaded to latest_doc_inapp_blob_id.", fg="green")]
-        )
-    else:
-        commands.click.secho.assert_has_calls(
-            [mocker.call(f"File:latest_doc_inapp for {metadata_file_path} was not uploaded.", fg="yellow")]
-        )
-
-    if not (latest_uploaded or version_uploaded):
-        # We exit with 5 status code to share with the CI pipeline that the upload was skipped.
-        assert result.exit_code == 5
-
-
-def test_upload_prerelease(mocker, valid_metadata_yaml_files, tmp_path):
-    runner = CliRunner()
-    mocker.patch.object(commands.click, "secho")
-    mocker.patch.object(commands, "upload_metadata_to_gcs")
-
-    prerelease_tag = "0.3.0-preview.6d33165"
-    bucket = "my-bucket"
-    metadata_file_path = valid_metadata_yaml_files[0]
-    validator_opts = ValidatorOptions(docs_path=str(tmp_path), prerelease_tag=prerelease_tag)
-
-    upload_info = mock_metadata_upload_info(False, True, False, True, False, False, False, metadata_file_path)
-    commands.upload_metadata_to_gcs.return_value = upload_info
-    result = runner.invoke(
-        commands.upload, [metadata_file_path, str(tmp_path), bucket, "--prerelease", prerelease_tag]
-    )  # Using valid_metadata_yaml_files[0] as SA because it exists...
-
-    commands.upload_metadata_to_gcs.assert_has_calls([mocker.call(bucket, pathlib.Path(metadata_file_path), validator_opts)])
-    assert result.exit_code == 0
-
-
-@pytest.mark.parametrize(
-    "error, handled",
-    [
-        (ValidationError([error_wrappers.ErrorWrapper(Exception("Boom!"), "foo")], BaseModel), True),
-        (FileNotFoundError("Boom!"), True),
-        (ValueError("Boom!"), False),
-    ],
-)
-def test_upload_with_errors(mocker, valid_metadata_yaml_files, tmp_path, error, handled):
-    runner = CliRunner()
-    mocker.patch.object(commands.click, "secho")
-    mocker.patch.object(commands, "upload_metadata_to_gcs")
-    commands.upload_metadata_to_gcs.side_effect = error
-    result = runner.invoke(
-        commands.upload, [valid_metadata_yaml_files[0], str(tmp_path), "my-bucket"]
-    )  # Using valid_metadata_yaml_files[0] as SA because it exists...
-    assert result.exit_code == 1
-    if handled:
-        commands.click.secho.assert_called_with(f"The metadata file could not be uploaded: {str(error)}", fg="red")
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_docker_hub.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_docker_hub.py
deleted file mode 100644
index 9f49d3ac29e9..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_docker_hub.py
+++ /dev/null
@@ -1,33 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import warnings
-
-import pytest
-
-from metadata_service import docker_hub
-
-
-@pytest.fixture
-def image_name():
-    return "airbyte/source-faker"
-
-
-@pytest.mark.slow
-def test_get_docker_hub_tags_and_digests(image_name):
-    warnings.warn(f"This test can be flaky as its results depends on the current state of {image_name} dockerhub image.", UserWarning)
-    tags_and_digests = docker_hub.get_docker_hub_tags_and_digests(image_name)
-    assert isinstance(tags_and_digests, dict)
-    assert "latest" in tags_and_digests, "The latest tag is not in the returned dict"
-    assert "0.1.0" in tags_and_digests, f"The first {image_name} version is not in the returned dict"
-    assert len(tags_and_digests) > 10, f"Pagination is likely not working as we expect more than 10 version of {image_name} to be released"
-
-
-@pytest.mark.slow
-def test_get_latest_version_on_dockerhub(image_name):
-    warnings.warn(f"This test can be flaky as its results depends on the current state of {image_name} dockerhub image.", UserWarning)
-    assert (
-        docker_hub.get_latest_version_on_dockerhub(image_name) is not None
-    ), f"No latest version found for {image_name}. We expect one to exist."
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_gcs_upload.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_gcs_upload.py
deleted file mode 100644
index b2424ad8ec66..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_gcs_upload.py
+++ /dev/null
@@ -1,868 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from datetime import datetime
-from pathlib import Path
-from typing import Optional
-
-import pytest
-import yaml
-from pydash.objects import get
-
-from metadata_service import gcs_upload
-from metadata_service.constants import (
-    COMPONENTS_PY_FILE_NAME,
-    DOC_FILE_NAME,
-    LATEST_GCS_FOLDER_NAME,
-    MANIFEST_FILE_NAME,
-    METADATA_FILE_NAME,
-    RELEASE_CANDIDATE_GCS_FOLDER_NAME,
-)
-from metadata_service.models.generated.ConnectorMetadataDefinitionV0 import ConnectorMetadataDefinitionV0
-from metadata_service.models.generated.GitInfo import GitInfo
-from metadata_service.models.transform import to_json_sanitized_dict
-from metadata_service.validators.metadata_validator import ValidatorOptions
-
-MOCK_VERSIONS_THAT_DO_NOT_EXIST = ["99.99.99", "0.0.0"]
-MISSING_SHA = "MISSINGSHA"
-DOCS_PATH = "/docs"
-MOCK_DOC_URL_PATH = "integrations/sources/existingsource.md"
-VALID_DOC_FILE_PATH = Path(DOCS_PATH) / MOCK_DOC_URL_PATH
-
-# Helpers
-
-
-def stub_is_image_on_docker_hub(image_name: str, version: str, digest: Optional[str] = None, retries: int = 0, wait_sec: int = 30) -> bool:
-    image_repo_exists = "exists" in image_name
-    version_exists = version not in MOCK_VERSIONS_THAT_DO_NOT_EXIST
-    sha_is_valid = (digest != MISSING_SHA) if digest is not None else True
-    image_exists = all([image_repo_exists, version_exists, sha_is_valid])
-    return image_exists
-
-
-# Fixtures
-
-
-@pytest.fixture(autouse=True)
-def mock_local_doc_path_exists(monkeypatch):
-    original_exists = Path.exists
-    mocked_doc_path = VALID_DOC_FILE_PATH
-
-    def fake_exists(self):
-        if self == Path(VALID_DOC_FILE_PATH) or self == mocked_doc_path:
-            return True
-        return original_exists(self)
-
-    monkeypatch.setattr(Path, "exists", fake_exists)
-
-
-@pytest.fixture
-def temp_manifest_content():
-    """Sample manifest.yaml content for testing."""
-    return """
-# Temporary manifest file for testing
-description: Test manifest
-author: Test Author
-version: 1.0.0
-""".strip()
-
-
-@pytest.fixture
-def temp_components_content():
-    """Sample components.py content for testing."""
-    return """
-# Temporary components.py file for testing
-def test_component():
-    pass
-""".strip()
-
-
-@pytest.fixture
-def temp_metadata_directory(
-    tmp_path, valid_metadata_upload_files, manifest_exists, components_py_exists, temp_manifest_content, temp_components_content
-):
-    """Create a temporary directory structure with optional manifest and components files based on test parameters."""
-    # Copy base metadata.yaml from existing fixture to temp directory
-    base_metadata_file = valid_metadata_upload_files[0]
-    temp_metadata_path = tmp_path / "metadata.yaml"
-
-    # Copy the content from the base metadata file
-    with open(base_metadata_file, "r") as f:
-        temp_metadata_path.write_text(f.read())
-
-    # Conditionally create manifest.yaml based on test parameter
-    if manifest_exists:
-        manifest_path = tmp_path / MANIFEST_FILE_NAME
-        manifest_path.write_text(temp_manifest_content)
-
-    # Conditionally create components.py based on test parameter
-    if components_py_exists:
-        components_path = tmp_path / COMPONENTS_PY_FILE_NAME
-        components_path.write_text(temp_components_content)
-
-    return temp_metadata_path
-
-
-@pytest.fixture
-def mock_git_operations(mocker):
-    """Mock Git operations to avoid repository issues with temporary files."""
-
-    # Create a proper GitInfo Pydantic model instance
-    mock_git_info = GitInfo(
-        commit_sha="abc123def456",
-        commit_timestamp=datetime(2024, 1, 1, 0, 0, 0),
-        commit_author="Test Author",
-        commit_author_email="test@example.com",
-    )
-    mocker.patch("metadata_service.gcs_upload._get_git_info_for_file", return_value=mock_git_info)
-    return mock_git_info
-
-
-# Custom Assertions
-
-
-def assert_upload_invalid_metadata_fails_correctly(metadata_file_path: Path, expected_error_match: str, validate_success_error_match: str):
-    """
-    When attempting to upload invalid metadata, we expect it to fail in a predictable way, depending on what is exactly invalid
-    about the file. This helper aims to make it easier for a developer who is adding new test cases to figure out that their test
-    is failing because the test data that should be invalid is passing all of the validation steps.
-
-    Because we don't exit the uploading process if validation fails, this case often looks like a weird error message that is hard to
-    grok.
-    """
-    try:
-        with pytest.raises(ValueError, match=expected_error_match) as exc_info:
-            gcs_upload.upload_metadata_to_gcs(
-                "my_bucket",
-                metadata_file_path,
-                validator_opts=ValidatorOptions(docs_path=VALID_DOC_FILE_PATH),
-            )
-        print(f"Upload raised {exc_info.value}")
-    except AssertionError as e:
-        if validate_success_error_match in str(e):
-            raise AssertionError(f"Validation succeeded (when it should have failed) for {metadata_file_path}") from e
-        else:
-            raise e
-
-
-def assert_blob_upload(upload_info, upload_info_file_key, blob_mock, should_upload, file_path, failure_message):
-    """
-    Assert that the blob upload occurred (or not) as expected.
-    """
-    file_uploaded = next((file.uploaded for file in upload_info.uploaded_files if file.id == upload_info_file_key), False)
-    if should_upload:
-        blob_mock.upload_from_filename.assert_called_with(file_path)
-        assert file_uploaded, failure_message
-    else:
-        blob_mock.upload_from_filename.assert_not_called()
-        assert not file_uploaded, failure_message
-
-
-# Mocks
-
-
-def setup_upload_mocks(
-    mocker,
-    version_blob_md5_hash,
-    latest_blob_md5_hash,
-    local_file_md5_hash,
-    doc_local_file_md5_hash,
-    doc_version_blob_md5_hash,
-    doc_latest_blob_md5_hash,
-    metadata_file_path,
-    doc_file_path,
-):
-    # Mock dockerhub
-    mocker.patch("metadata_service.validators.metadata_validator.is_image_on_docker_hub", side_effect=stub_is_image_on_docker_hub)
-
-    # Mock GCS - now using the abstracted get_gcs_storage_client
-    mock_storage_client = mocker.Mock()
-
-    latest_blob_exists = latest_blob_md5_hash is not None
-    version_blob_exists = version_blob_md5_hash is not None
-    doc_version_blob_exists = doc_version_blob_md5_hash is not None
-    doc_latest_blob_exists = doc_latest_blob_md5_hash is not None
-    release_candidate_blob_exists = False
-
-    mock_version_blob = mocker.Mock(exists=mocker.Mock(return_value=version_blob_exists), md5_hash=version_blob_md5_hash)
-    mock_latest_blob = mocker.Mock(exists=mocker.Mock(return_value=latest_blob_exists), md5_hash=latest_blob_md5_hash)
-
-    mock_doc_version_blob = mocker.Mock(exists=mocker.Mock(return_value=doc_version_blob_exists), md5_hash=doc_version_blob_md5_hash)
-    mock_doc_latest_blob = mocker.Mock(exists=mocker.Mock(return_value=doc_latest_blob_exists), md5_hash=doc_latest_blob_md5_hash)
-
-    mock_release_candidate_blob = mocker.Mock(exists=mocker.Mock(return_value=release_candidate_blob_exists), md5_hash="rc_hash")
-
-    mock_zip_latest_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="zip_hash")
-    mock_zip_version_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="zip_hash")
-
-    mock_sha_latest_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="sha_hash")
-    mock_sha_version_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="sha_hash")
-
-    mock_components_py_latest_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="components_py_hash")
-    mock_components_py_version_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="components_py_hash")
-
-    mock_manifest_latest_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="manifest_hash")
-    mock_manifest_version_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="manifest_hash")
-
-    mock_other_file_blob = mocker.Mock(exists=mocker.Mock(return_value=True), md5_hash="other_hash")
-    mock_bucket = mock_storage_client.bucket.return_value
-
-    # Mock the get_gcs_storage_client function directly
-    mocker.patch("metadata_service.gcs_upload.get_gcs_storage_client", return_value=mock_storage_client)
-
-    # Mock bucket blob
-
-    def side_effect_bucket_blob(file_path):
-        # if file path ends in latest/metadata.yaml, return mock_latest_blob
-        file_path_str = str(file_path)
-        is_latest = f"{LATEST_GCS_FOLDER_NAME}/" in file_path_str
-
-        if file_path_str.endswith(f"{RELEASE_CANDIDATE_GCS_FOLDER_NAME}/{METADATA_FILE_NAME}"):
-            return mock_release_candidate_blob
-
-        if file_path_str.endswith(METADATA_FILE_NAME):
-            if is_latest:
-                return mock_latest_blob
-            else:
-                return mock_version_blob
-
-        if file_path_str.endswith(DOC_FILE_NAME):
-            if is_latest:
-                return mock_doc_latest_blob
-            else:
-                return mock_doc_version_blob
-
-        if file_path_str.endswith(f"{MANIFEST_FILE_NAME}"):
-            if is_latest:
-                return mock_manifest_latest_blob
-            else:
-                return mock_manifest_version_blob
-
-        if file_path_str.endswith(f"{COMPONENTS_PY_FILE_NAME}"):
-            if is_latest:
-                return mock_components_py_latest_blob
-            else:
-                return mock_components_py_version_blob
-
-        if file_path_str.endswith(".sha256"):
-            if is_latest:
-                return mock_sha_latest_blob
-            else:
-                return mock_sha_version_blob
-
-        if file_path_str.endswith(".zip"):
-            if is_latest:
-                return mock_zip_latest_blob
-            else:
-                return mock_zip_version_blob
-
-        else:
-            return mock_other_file_blob
-
-    mock_bucket.blob.side_effect = side_effect_bucket_blob
-
-    # Mock md5 hash
-    def side_effect_compute_gcs_md5(file_path):
-        if str(file_path) == str(metadata_file_path):
-            return local_file_md5_hash
-        elif str(file_path) == str(doc_file_path):
-            return doc_local_file_md5_hash
-        else:
-            return f"mock_md5_hash_{file_path}"
-
-    mocker.patch.object(gcs_upload, "compute_gcs_md5", side_effect=side_effect_compute_gcs_md5)
-
-    return {
-        "mock_storage_client": mock_storage_client,
-        "mock_bucket": mock_bucket,
-        "mock_version_blob": mock_version_blob,
-        "mock_latest_blob": mock_latest_blob,
-        "mock_release_candidate_blob": mock_release_candidate_blob,
-        "mock_doc_version_blob": mock_doc_version_blob,
-        "mock_doc_latest_blob": mock_doc_latest_blob,
-        "mock_manifest_latest_blob": mock_manifest_latest_blob,
-        "mock_components_py_latest_blob": mock_components_py_latest_blob,
-        "mock_manifest_version_blob": mock_manifest_version_blob,
-        "mock_components_py_version_blob": mock_components_py_version_blob,
-        "mock_sha_latest_blob": mock_sha_latest_blob,
-        "mock_sha_version_blob": mock_sha_version_blob,
-        "mock_zip_latest_blob": mock_zip_latest_blob,
-        "mock_zip_version_blob": mock_zip_version_blob,
-        "mock_other_file_blob": mock_other_file_blob,
-    }
-
-
-@pytest.mark.parametrize(
-    "version_blob_md5_hash, latest_blob_md5_hash, local_file_md5_hash, local_doc_file_md5_hash, doc_version_blob_md5_hash, doc_latest_blob_md5_hash",
-    [
-        pytest.param(
-            None,
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Version blob does not exist: Version blob should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            None,
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Latest blob does not exist: Latest blob should be uploaded.",
-        ),
-        pytest.param(
-            None,
-            None,
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Latest blob and Version blob does not exist: both should be uploaded.",
-        ),
-        pytest.param(
-            "different_md5_hash",
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Version blob does not match: Version blob should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Version blob and Latest blob match, and version and latest doc blobs match: no upload should happen.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "different_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Latest blob does not match: Latest blob should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "same_md5_hash",
-            "different_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Latest blob and Version blob does not match: both should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            None,
-            "same_doc_md5_hash",
-            id="Version doc blob does not exist: Doc version blob should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            None,
-            id="Latest doc blob does not exist: Doc latest blob should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "different_doc_md5_hash",
-            "same_doc_md5_hash",
-            id="Version doc blob does not match: Doc version blob should be uploaded.",
-        ),
-        pytest.param(
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_md5_hash",
-            "same_doc_md5_hash",
-            "same_doc_md5_hash",
-            "different_doc_md5_hash",
-            id="Latest doc blob does not match: Doc version blob should be uploaded.",
-        ),
-    ],
-)
-def test_upload_metadata_to_gcs_valid_metadata(
-    mocker,
-    valid_metadata_upload_files,
-    version_blob_md5_hash,
-    latest_blob_md5_hash,
-    local_file_md5_hash,
-    local_doc_file_md5_hash,
-    doc_version_blob_md5_hash,
-    doc_latest_blob_md5_hash,
-):
-    mocker.spy(gcs_upload, "_file_upload")
-    mocker.spy(gcs_upload, "upload_file_if_changed")
-    for valid_metadata_upload_file in valid_metadata_upload_files:
-        metadata_file_path = Path(valid_metadata_upload_file)
-        metadata = ConnectorMetadataDefinitionV0.parse_obj(yaml.safe_load(metadata_file_path.read_text()))
-        mocks = setup_upload_mocks(
-            mocker,
-            version_blob_md5_hash,
-            latest_blob_md5_hash,
-            local_file_md5_hash,
-            local_doc_file_md5_hash,
-            doc_version_blob_md5_hash,
-            doc_latest_blob_md5_hash,
-            metadata_file_path,
-            VALID_DOC_FILE_PATH,
-        )
-        mocker.patch.object(gcs_upload, "_write_metadata_to_tmp_file", mocker.Mock(return_value=metadata_file_path))
-
-        expected_version_key = f"metadata/{metadata.data.dockerRepository}/{metadata.data.dockerImageTag}/{METADATA_FILE_NAME}"
-        expected_latest_key = f"metadata/{metadata.data.dockerRepository}/{LATEST_GCS_FOLDER_NAME}/{METADATA_FILE_NAME}"
-        expected_release_candidate_key = (
-            f"metadata/{metadata.data.dockerRepository}/{RELEASE_CANDIDATE_GCS_FOLDER_NAME}/{METADATA_FILE_NAME}"
-        )
-        expected_version_doc_key = f"metadata/{metadata.data.dockerRepository}/{metadata.data.dockerImageTag}/{DOC_FILE_NAME}"
-        expected_latest_doc_key = f"metadata/{metadata.data.dockerRepository}/latest/{DOC_FILE_NAME}"
-
-        is_release_candidate = "-rc" in metadata.data.dockerImageTag
-
-        # Call function under tests
-
-        upload_info = gcs_upload.upload_metadata_to_gcs(
-            "my_bucket", metadata_file_path, validator_opts=ValidatorOptions(docs_path=VALID_DOC_FILE_PATH)
-        )
-
-        # Assert correct file upload attempts were made
-
-        expected_calls = [
-            # Always upload the versioned metadata
-            mocker.call(
-                local_file_path=metadata_file_path, bucket=mocks["mock_bucket"], blob_path=expected_version_key, disable_cache=True
-            ),
-            # Always upload the versioned doc
-            mocker.call(
-                local_file_path=VALID_DOC_FILE_PATH,
-                bucket=mocks["mock_bucket"],
-                blob_path=expected_version_doc_key,
-                disable_cache=False,
-            ),
-        ]
-
-        if is_release_candidate:
-            expected_calls.append(
-                mocker.call(
-                    local_file_path=metadata_file_path,
-                    bucket=mocks["mock_bucket"],
-                    blob_path=expected_release_candidate_key,
-                    disable_cache=True,
-                )
-            )
-        else:
-            expected_calls.append(
-                mocker.call(
-                    local_file_path=VALID_DOC_FILE_PATH, bucket=mocks["mock_bucket"], blob_path=expected_latest_doc_key, disable_cache=False
-                )
-            )
-            expected_calls.append(
-                mocker.call(
-                    local_file_path=metadata_file_path, bucket=mocks["mock_bucket"], blob_path=expected_latest_key, disable_cache=True
-                )
-            )
-
-        gcs_upload.upload_file_if_changed.assert_has_calls(expected_calls, any_order=True)
-
-        # Assert correct files were uploaded
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="latest_metadata",
-            blob_mock=mocks["mock_latest_blob"],
-            should_upload=latest_blob_md5_hash != local_file_md5_hash and not is_release_candidate,
-            file_path=metadata_file_path,
-            failure_message="Latest blob should be uploaded.",
-        )
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="versioned_release_candidate",
-            blob_mock=mocks["mock_release_candidate_blob"],
-            should_upload=is_release_candidate,
-            file_path=metadata_file_path,
-            failure_message="Release candidate blob should be uploaded.",
-        )
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="versioned_metadata",
-            blob_mock=mocks["mock_version_blob"],
-            should_upload=version_blob_md5_hash != local_file_md5_hash,
-            file_path=metadata_file_path,
-            failure_message="Version blob should be uploaded.",
-        )
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="versioned_doc",
-            blob_mock=mocks["mock_doc_version_blob"],
-            should_upload=doc_version_blob_md5_hash != local_doc_file_md5_hash,
-            file_path=VALID_DOC_FILE_PATH,
-            failure_message="Doc version blob should be uploaded.",
-        )
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="latest_doc",
-            blob_mock=mocks["mock_doc_latest_blob"],
-            should_upload=doc_latest_blob_md5_hash != local_doc_file_md5_hash and not is_release_candidate,
-            file_path=VALID_DOC_FILE_PATH,
-            failure_message="Doc latest blob should be uploaded.",
-        )
-
-        # clear the call count
-        gcs_upload.upload_file_if_changed.reset_mock()
-
-
-def test_upload_metadata_to_gcs_non_existent_metadata_file():
-    metadata_file_path = Path("./i_dont_exist.yaml")
-    with pytest.raises(ValueError, match="No such file or directory"):
-        gcs_upload.upload_metadata_to_gcs(
-            "my_bucket",
-            metadata_file_path,
-            validator_opts=ValidatorOptions(docs_path=VALID_DOC_FILE_PATH),
-        )
-
-
-def test_upload_invalid_metadata_to_gcs(mocker, invalid_metadata_yaml_files):
-    # Mock dockerhub
-    mocker.patch("metadata_service.validators.metadata_validator.is_image_on_docker_hub", side_effect=stub_is_image_on_docker_hub)
-
-    # Test that all invalid metadata files throw a ValueError
-    for invalid_metadata_file in invalid_metadata_yaml_files:
-        metadata_file_path = Path(invalid_metadata_file)
-
-        error_match_if_validation_fails_as_expected = "Validation error"
-
-        # If validation succeeds, it goes on to upload any new/changed files.
-        # We don't mock the gcs stuff in this test, so it fails trying to
-        # mock compute the md5 hash.
-        error_match_if_validation_succeeds = "Please set the GCS_CREDENTIALS env var."
-
-        assert_upload_invalid_metadata_fails_correctly(
-            metadata_file_path, error_match_if_validation_fails_as_expected, error_match_if_validation_succeeds
-        )
-
-
-def test_upload_metadata_to_gcs_invalid_docker_images(mocker, invalid_metadata_upload_files):
-    setup_upload_mocks(mocker, None, None, "new_md5_hash", None, None, None, None, None)
-
-    # Test that valid metadata files that reference invalid docker images throw a ValueError
-    for invalid_metadata_file in invalid_metadata_upload_files:
-        metadata_file_path = Path(invalid_metadata_file)
-
-        error_match_if_validation_fails_as_expected = "does not exist in DockerHub"
-
-        # If validation succeeds, it goes on to upload any new/changed files.
-        # We mock gcs stuff in this test, so it fails trying to compare the md5 hashes.
-        error_match_if_validation_succeeds = "Unexpected path"
-
-        assert_upload_invalid_metadata_fails_correctly(
-            metadata_file_path, error_match_if_validation_fails_as_expected, error_match_if_validation_succeeds
-        )
-
-
-def test_upload_metadata_to_gcs_with_prerelease(mocker, valid_metadata_upload_files, tmp_path):
-    mocker.spy(gcs_upload, "_file_upload")
-    mocker.spy(gcs_upload, "upload_file_if_changed")
-    prerelease_image_tag = "1.5.6-preview.f80318f"
-
-    for valid_metadata_upload_file in valid_metadata_upload_files:
-        tmp_metadata_file_path = tmp_path / "metadata.yaml"
-        if tmp_metadata_file_path.exists():
-            tmp_metadata_file_path.unlink()
-
-        metadata_file_path = Path(valid_metadata_upload_file)
-        metadata = ConnectorMetadataDefinitionV0.parse_obj(yaml.safe_load(metadata_file_path.read_text()))
-        expected_version_key = f"metadata/{metadata.data.dockerRepository}/{prerelease_image_tag}/{METADATA_FILE_NAME}"
-
-        mocks = setup_upload_mocks(mocker, "new_md5_hash1", "new_md5_hash2", "new_md5_hash3", None, None, None, metadata_file_path, None)
-
-        # Mock tempfile to have a deterministic path
-        mocker.patch.object(
-            gcs_upload.tempfile,
-            "NamedTemporaryFile",
-            mocker.Mock(
-                return_value=mocker.Mock(__enter__=mocker.Mock(return_value=tmp_metadata_file_path.open("w")), __exit__=mocker.Mock())
-            ),
-        )
-
-        upload_info = gcs_upload.upload_metadata_to_gcs(
-            "my_bucket",
-            metadata_file_path,
-            ValidatorOptions(docs_path=VALID_DOC_FILE_PATH, prerelease_tag=prerelease_image_tag),
-        )
-
-        # Assert that the metadata is overrode
-        tmp_metadata, error = gcs_upload.validate_and_load(
-            tmp_metadata_file_path, [], validator_opts=ValidatorOptions(docs_path=VALID_DOC_FILE_PATH)
-        )
-        tmp_metadata_dict = to_json_sanitized_dict(tmp_metadata, exclude_none=True)
-        assert tmp_metadata_dict["data"]["dockerImageTag"] == prerelease_image_tag
-        for registry in get(tmp_metadata_dict, "data.registryOverrides", {}).values():
-            if "dockerImageTag" in registry:
-                assert registry["dockerImageTag"] == prerelease_image_tag
-
-        # Assert uploads attempted
-
-        expected_calls = [
-            mocker.call(
-                local_file_path=tmp_metadata_file_path, bucket=mocks["mock_bucket"], blob_path=expected_version_key, disable_cache=True
-            ),
-        ]
-
-        gcs_upload.upload_file_if_changed.assert_has_calls(expected_calls, any_order=True)
-
-        # Assert versioned uploads happened
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="versioned_metadata",
-            blob_mock=mocks["mock_version_blob"],
-            should_upload=True,
-            file_path=tmp_metadata_file_path,
-            failure_message="Latest blob should be uploaded.",
-        )
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="versioned_doc",
-            blob_mock=mocks["mock_doc_version_blob"],
-            should_upload=True,
-            file_path=VALID_DOC_FILE_PATH,
-            failure_message="Latest blob should be uploaded.",
-        )
-
-        # Assert latest uploads did not happen
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="latest_metadata",
-            blob_mock=mocks["mock_latest_blob"],
-            should_upload=False,
-            file_path=metadata_file_path,
-            failure_message="Latest blob should be uploaded.",
-        )
-
-        assert_blob_upload(
-            upload_info=upload_info,
-            upload_info_file_key="latest_doc",
-            blob_mock=mocks["mock_doc_latest_blob"],
-            should_upload=False,
-            file_path=VALID_DOC_FILE_PATH,
-            failure_message="Latest blob should be uploaded.",
-        )
-
-        # clear the call count
-        gcs_upload._file_upload.reset_mock()
-        gcs_upload.upload_file_if_changed.reset_mock()
-
-
-@pytest.mark.parametrize("prerelease", [True, False])
-def test_upload_metadata_to_gcs_release_candidate(mocker, get_fixture_path, tmp_path, prerelease):
-    mocker.spy(gcs_upload, "_file_upload")
-    mocker.spy(gcs_upload, "upload_file_if_changed")
-    release_candidate_metadata_file = get_fixture_path(
-        "metadata_upload/valid/referenced_image_in_dockerhub/metadata_release_candidate.yaml"
-    )
-    release_candidate_metadata_file_path = Path(release_candidate_metadata_file)
-    metadata = ConnectorMetadataDefinitionV0.parse_obj(yaml.safe_load(release_candidate_metadata_file_path.read_text()))
-
-    tmp_metadata_file_path = tmp_path / "metadata.yaml"
-    if tmp_metadata_file_path.exists():
-        tmp_metadata_file_path.unlink()
-
-    mocks = setup_upload_mocks(
-        mocker, "new_md5_hash1", "new_md5_hash2", "new_md5_hash3", None, None, None, release_candidate_metadata_file_path, None
-    )
-
-    # Mock tempfile to have a deterministic path
-    mocker.patch.object(
-        gcs_upload.tempfile,
-        "NamedTemporaryFile",
-        mocker.Mock(return_value=mocker.Mock(__enter__=mocker.Mock(return_value=tmp_metadata_file_path.open("w")), __exit__=mocker.Mock())),
-    )
-    assert metadata.data.releases.rolloutConfiguration.enableProgressiveRollout
-
-    prerelease_tag = "1.5.6-preview.f80318f" if prerelease else None
-
-    upload_info = gcs_upload.upload_metadata_to_gcs(
-        "my_bucket",
-        release_candidate_metadata_file_path,
-        ValidatorOptions(docs_path=VALID_DOC_FILE_PATH, prerelease_tag=prerelease_tag),
-    )
-
-    # Assert versioned uploads happened
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="versioned_release_candidate",
-        blob_mock=mocks["mock_release_candidate_blob"],
-        should_upload=not prerelease,
-        file_path=tmp_metadata_file_path,
-        failure_message="Latest blob should be uploaded.",
-    )
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="versioned_doc",
-        blob_mock=mocks["mock_doc_version_blob"],
-        should_upload=True,
-        file_path=VALID_DOC_FILE_PATH,
-        failure_message="Latest blob should be uploaded.",
-    )
-
-    # Assert latest uploads did not happen
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="latest_metadata",
-        blob_mock=mocks["mock_latest_blob"],
-        should_upload=False,
-        file_path=tmp_metadata_file_path,
-        failure_message="Latest blob should be uploaded.",
-    )
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="latest_doc",
-        blob_mock=mocks["mock_doc_latest_blob"],
-        should_upload=False,
-        file_path=VALID_DOC_FILE_PATH,
-        failure_message="Latest blob should be uploaded.",
-    )
-
-
-@pytest.mark.parametrize(
-    "manifest_exists, components_py_exists",
-    [
-        (True, True),  # Both files exist
-        (True, False),  # Only manifest exists
-        (False, True),  # Only components.py exists
-        (False, False),  # Neither file exists
-    ],
-)
-def test_upload_metadata_to_gcs_with_manifest_files(
-    mocker, temp_metadata_directory, tmp_path, manifest_exists, components_py_exists, mock_git_operations
-):
-    mocker.spy(gcs_upload, "_file_upload")
-    mocker.spy(gcs_upload, "upload_file_if_changed")
-
-    # Use the temporary metadata file created by the fixture
-    metadata_file_path = temp_metadata_directory
-    expected_manifest_file_path = metadata_file_path.parent / MANIFEST_FILE_NAME
-    expected_components_py_file_path = metadata_file_path.parent / COMPONENTS_PY_FILE_NAME
-
-    # No more Path.exists mocking needed - files either exist or don't based on fixture creation!
-    # Git operations are mocked by the mock_git_operations fixture!
-
-    # Mock the _safe_load_metadata_file function to bypass YAML parsing issues in test environment
-    sample_metadata = {
-        "metadataSpecVersion": "1.0",
-        "data": {
-            "name": "Test Connector",
-            "definitionId": "12345678-1234-1234-1234-123456789012",
-            "connectorType": "source",
-            "dockerRepository": "airbyte/source-exists-test",
-            "dockerImageTag": "0.1.0",
-            "documentationUrl": "https://docs.airbyte.com/test",
-            "license": "MIT",
-            "githubIssueLabel": "source-test",
-            "connectorSubtype": "api",
-            "releaseStage": "alpha",
-            "tags": ["language:python"],
-        },
-    }
-    mocker.patch("metadata_service.gcs_upload._safe_load_metadata_file", return_value=sample_metadata)
-
-    # mock create_zip_and_get_sha256
-    mocker.patch.object(gcs_upload, "create_zip_and_get_sha256", mocker.Mock(return_value="fake_zip_sha256"))
-
-    tmp_metadata_file_path = tmp_path / "metadata.yaml"
-    tmp_zip_file_path = tmp_path / "components.zip"
-    tmp_sha256_file_path = tmp_path / "components.sha256"
-
-    def mock_tmp_files(*args, **kwargs):
-        file_to_return = tmp_metadata_file_path.open("w")
-        if kwargs.get("suffix") == ".zip":
-            file_to_return = tmp_zip_file_path.open("w")
-        if kwargs.get("suffix") == ".sha256":
-            file_to_return = tmp_sha256_file_path.open("w")
-
-        return mocker.Mock(__enter__=mocker.Mock(return_value=file_to_return), __exit__=mocker.Mock())
-
-    # Mock tempfile to have a deterministic path
-    mocker.patch.object(
-        gcs_upload.tempfile,
-        "NamedTemporaryFile",
-        mocker.Mock(side_effect=mock_tmp_files),
-    )
-
-    mocks = setup_upload_mocks(mocker, "new_md5_hash1", "new_md5_hash2", "new_md5_hash3", None, None, None, metadata_file_path, None)
-
-    upload_info = gcs_upload.upload_metadata_to_gcs(
-        "my_bucket",
-        metadata_file_path,
-        validator_opts=ValidatorOptions(docs_path=VALID_DOC_FILE_PATH),
-    )
-
-    # Latest Uploads
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="latest_manifest",
-        blob_mock=mocks["mock_manifest_latest_blob"],
-        should_upload=manifest_exists,
-        file_path=expected_manifest_file_path,
-        failure_message="Latest manifest should be uploaded.",
-    )
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="latest_components_zip",
-        blob_mock=mocks["mock_zip_latest_blob"],
-        should_upload=components_py_exists,
-        file_path=tmp_zip_file_path,
-        failure_message="Latest components.py should be uploaded.",
-    )
-
-    # Versioned Uploads
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="versioned_manifest",
-        blob_mock=mocks["mock_manifest_version_blob"],
-        should_upload=manifest_exists,
-        file_path=expected_manifest_file_path,
-        failure_message="Versioned manifest should be uploaded.",
-    )
-
-    assert_blob_upload(
-        upload_info=upload_info,
-        upload_info_file_key="versioned_components_zip",
-        blob_mock=mocks["mock_zip_version_blob"],
-        should_upload=components_py_exists,
-        file_path=tmp_zip_file_path,
-        failure_message="Versioned components.py should be uploaded.",
-    )
-
-    # clear the call count
-    gcs_upload._file_upload.reset_mock()
-    gcs_upload.upload_file_if_changed.reset_mock()
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_registry.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_registry.py
deleted file mode 100644
index 91b2e948b5bc..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_registry.py
+++ /dev/null
@@ -1,328 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import os
-from unittest.mock import Mock, patch
-
-import pytest
-
-from metadata_service.constants import REGISTRIES_FOLDER
-from metadata_service.models.generated import ConnectorRegistryV0
-from metadata_service.registry import (
-    ConnectorTypePrimaryKey,
-    ConnectorTypes,
-    PolymorphicRegistryEntry,
-    _apply_metrics_to_registry_entry,
-    _build_connector_registry,
-    _convert_json_to_metrics_dict,
-    _get_connector_type_from_registry_entry,
-    _persist_registry,
-)
-
-
-class TestGetConnectorTypeFromRegistryEntry:
-    """Tests for _get_connector_type_from_registry_entry function."""
-
-    @pytest.fixture
-    def mock_source_entry(self):
-        """Create a mock source registry entry."""
-        entry = Mock(spec=PolymorphicRegistryEntry)
-        setattr(entry, ConnectorTypePrimaryKey.SOURCE.value, "test-source-id")
-        return entry
-
-    @pytest.fixture
-    def mock_destination_entry(self):
-        """Create a mock destination registry entry."""
-        entry = Mock(spec=PolymorphicRegistryEntry)
-        setattr(entry, ConnectorTypePrimaryKey.DESTINATION.value, "test-destination-id")
-        return entry
-
-    @pytest.fixture
-    def mock_invalid_entry(self):
-        """Create a mock entry that is neither source nor destination."""
-        entry = Mock(spec=PolymorphicRegistryEntry)
-        return entry
-
-    @pytest.mark.parametrize(
-        "entry_fixture,expected_type,description",
-        [
-            ("mock_source_entry", ConnectorTypes.SOURCE, "source entry"),
-            ("mock_destination_entry", ConnectorTypes.DESTINATION, "destination entry"),
-        ],
-    )
-    def test_get_connector_type_from_registry_entry_types(self, entry_fixture, expected_type, description, request):
-        """Test connector type detection from registry entries."""
-        registry_entry = request.getfixturevalue(entry_fixture)
-
-        result = _get_connector_type_from_registry_entry(registry_entry)
-
-        assert result == expected_type
-        assert isinstance(result, ConnectorTypes)
-
-    @pytest.mark.parametrize(
-        "entry_fixture,expected_type,has_attribute,not_has_attribute,description",
-        [
-            (
-                "mock_source_entry",
-                ConnectorTypes.SOURCE,
-                ConnectorTypePrimaryKey.SOURCE.value,
-                ConnectorTypePrimaryKey.DESTINATION.value,
-                "source entry",
-            ),
-            (
-                "mock_destination_entry",
-                ConnectorTypes.DESTINATION,
-                ConnectorTypePrimaryKey.DESTINATION.value,
-                ConnectorTypePrimaryKey.SOURCE.value,
-                "destination entry",
-            ),
-        ],
-    )
-    def test_get_connector_type_from_registry_entry_has_correct_attribute(
-        self, entry_fixture, expected_type, has_attribute, not_has_attribute, description, request
-    ):
-        registry_entry = request.getfixturevalue(entry_fixture)
-
-        assert hasattr(registry_entry, has_attribute)
-        assert not hasattr(registry_entry, not_has_attribute)
-
-        result = _get_connector_type_from_registry_entry(registry_entry)
-
-        assert result == expected_type
-
-    def test_get_connector_type_from_registry_entry_invalid_raises_error(self, mock_invalid_entry):
-        """Test that invalid entry raises ValueError."""
-        assert not hasattr(mock_invalid_entry, ConnectorTypePrimaryKey.SOURCE.value)
-        assert not hasattr(mock_invalid_entry, ConnectorTypePrimaryKey.DESTINATION.value)
-
-        with pytest.raises(ValueError) as exc_info:
-            _get_connector_type_from_registry_entry(mock_invalid_entry)
-
-        assert "Registry entry is not a source or destination" in str(exc_info.value)
-
-
-class TestConvertJsonToMetricsDict:
-    """Tests for _convert_json_to_metrics_dict function."""
-
-    @pytest.mark.parametrize(
-        "jsonl_input,expected_output,description",
-        [
-            (
-                '{"_airbyte_data": {"connector_definition_id": "conn-123", "airbyte_platform": "cloud", "usage": 100}}',
-                {"conn-123": {"cloud": {"connector_definition_id": "conn-123", "airbyte_platform": "cloud", "usage": 100}}},
-                "single connector",
-            ),
-            (
-                '{"_airbyte_data": {"connector_definition_id": "conn-123", "airbyte_platform": "cloud", "usage": 100}}\n{"_airbyte_data": {"connector_definition_id": "conn-456", "airbyte_platform": "oss", "usage": 50}}',
-                {
-                    "conn-123": {"cloud": {"connector_definition_id": "conn-123", "airbyte_platform": "cloud", "usage": 100}},
-                    "conn-456": {"oss": {"connector_definition_id": "conn-456", "airbyte_platform": "oss", "usage": 50}},
-                },
-                "multiple connectors",
-            ),
-            ("", {}, "empty input"),
-        ],
-    )
-    def test_convert_json_to_metrics_dict_valid_jsonl(self, jsonl_input, expected_output, description):
-        """Test JSONL string conversion to metrics dictionary."""
-        result = _convert_json_to_metrics_dict(jsonl_input)
-
-        assert result == expected_output
-
-
-class TestApplyMetricsToRegistryEntry:
-    """Tests for _apply_metrics_to_registry_entry function."""
-
-    @pytest.mark.parametrize(
-        "connector_type,registry_entry,metrics_dict,expected_metrics,description",
-        [
-            (
-                ConnectorTypes.SOURCE,
-                {"sourceDefinitionId": "source-123", "name": "Test Source"},
-                {"source-123": {"cloud": {"usage": 100}}},
-                {"cloud": {"usage": 100}},
-                "source with matching metrics",
-            ),
-            (
-                ConnectorTypes.DESTINATION,
-                {"destinationDefinitionId": "dest-456", "name": "Test Destination"},
-                {"dest-456": {"oss": {"usage": 50}}},
-                {"oss": {"usage": 50}},
-                "destination with matching metrics",
-            ),
-            (
-                ConnectorTypes.SOURCE,
-                {"sourceDefinitionId": "source-999", "name": "No Metrics Source"},
-                {},
-                {},
-                "entry with no matching metrics",
-            ),
-        ],
-    )
-    def test_apply_metrics_to_registry_entry_scenarios(self, connector_type, registry_entry, metrics_dict, expected_metrics, description):
-        """Test metrics application to registry entries."""
-        result = _apply_metrics_to_registry_entry(registry_entry, connector_type, metrics_dict)
-
-        assert result["generated"]["metrics"] == expected_metrics
-        assert result["name"] == registry_entry["name"]
-
-    def test_apply_metrics_to_registry_entry_preserves_existing_structure(self):
-        """Test that existing registry entry structure is preserved."""
-        registry_entry = {"sourceDefinitionId": "source-123", "name": "Test Source", "existing_field": "value"}
-        metrics_dict = {"source-123": {"cloud": {"usage": 100}}}
-
-        result = _apply_metrics_to_registry_entry(registry_entry, ConnectorTypes.SOURCE, metrics_dict)
-
-        assert result["existing_field"] == "value"
-        assert result["name"] == "Test Source"
-        assert result["generated"]["metrics"] == {"cloud": {"usage": 100}}
-
-
-class TestBuildConnectorRegistry:
-    """Tests for _build_connector_registry function."""
-
-    @pytest.mark.parametrize(
-        "entry_dicts,expected_sources_count,expected_destinations_count,description",
-        [
-            (
-                [
-                    {
-                        "sourceDefinitionId": "550e8400-e29b-41d4-a716-446655440001",
-                        "name": "Source 1",
-                        "dockerRepository": "test/source",
-                        "dockerImageTag": "1.0.0",
-                        "documentationUrl": "https://docs.test.com",
-                        "spec": {},
-                    },
-                    {
-                        "destinationDefinitionId": "550e8400-e29b-41d4-a716-446655440002",
-                        "name": "Destination 1",
-                        "dockerRepository": "test/dest",
-                        "dockerImageTag": "1.0.0",
-                        "documentationUrl": "https://docs.test.com",
-                        "spec": {},
-                    },
-                ],
-                1,
-                1,
-                "mixed sources and destinations",
-            ),
-            (
-                [
-                    {
-                        "sourceDefinitionId": "550e8400-e29b-41d4-a716-446655440001",
-                        "name": "Source 1",
-                        "dockerRepository": "test/source1",
-                        "dockerImageTag": "1.0.0",
-                        "documentationUrl": "https://docs.test.com",
-                        "spec": {},
-                    },
-                    {
-                        "sourceDefinitionId": "550e8400-e29b-41d4-a716-446655440002",
-                        "name": "Source 2",
-                        "dockerRepository": "test/source2",
-                        "dockerImageTag": "1.0.0",
-                        "documentationUrl": "https://docs.test.com",
-                        "spec": {},
-                    },
-                ],
-                2,
-                0,
-                "sources only",
-            ),
-            ([], 0, 0, "empty entries"),
-        ],
-    )
-    def test_build_connector_registry_scenarios(self, entry_dicts, expected_sources_count, expected_destinations_count, description):
-        """Test registry building with different entry combinations."""
-        entries = []
-        for entry_dict in entry_dicts:
-            entry = Mock(spec=PolymorphicRegistryEntry)
-            if "sourceDefinitionId" in entry_dict:
-                setattr(entry, ConnectorTypePrimaryKey.SOURCE.value, entry_dict["sourceDefinitionId"])
-            if "destinationDefinitionId" in entry_dict:
-                setattr(entry, ConnectorTypePrimaryKey.DESTINATION.value, entry_dict["destinationDefinitionId"])
-            entries.append(entry)
-
-        with (
-            patch("metadata_service.registry.to_json_sanitized_dict") as mock_sanitize,
-            patch("metadata_service.registry._apply_metrics_to_registry_entry") as mock_apply_metrics,
-            patch("metadata_service.registry._apply_release_candidate_entries") as mock_apply_rc,
-        ):
-            mock_sanitize.side_effect = entry_dicts
-            mock_apply_metrics.side_effect = lambda x, *args: x
-            mock_apply_rc.side_effect = lambda x, *args: x
-
-            result = _build_connector_registry(entries, {}, {})
-
-            assert isinstance(result, ConnectorRegistryV0)
-            assert len(result.sources) == expected_sources_count
-            assert len(result.destinations) == expected_destinations_count
-
-    def test_build_connector_registry_applies_metrics_and_rc(self):
-        """Test that metrics and release candidates are properly applied."""
-        source_entry = Mock(spec=PolymorphicRegistryEntry)
-        setattr(source_entry, ConnectorTypePrimaryKey.SOURCE.value, "550e8400-e29b-41d4-a716-446655440001")
-
-        entry_dict = {
-            "sourceDefinitionId": "550e8400-e29b-41d4-a716-446655440001",
-            "name": "Test Source",
-            "dockerRepository": "test/source",
-            "dockerImageTag": "1.0.0",
-            "documentationUrl": "https://docs.test.com",
-            "spec": {},
-        }
-
-        with (
-            patch("metadata_service.registry.to_json_sanitized_dict") as mock_sanitize,
-            patch("metadata_service.registry._apply_metrics_to_registry_entry") as mock_apply_metrics,
-            patch("metadata_service.registry._apply_release_candidate_entries") as mock_apply_rc,
-        ):
-            mock_sanitize.return_value = entry_dict
-            mock_apply_metrics.return_value = entry_dict
-            mock_apply_rc.return_value = entry_dict
-
-            result = _build_connector_registry([source_entry], {}, {})
-
-            mock_apply_metrics.assert_called_once()
-            mock_apply_rc.assert_called_once()
-            assert len(result.sources) == 1
-
-
-class TestPersistRegistryToJson:
-    """Tests for _persist_registry_to_json function."""
-
-    @pytest.fixture
-    def mock_registry(self):
-        """Create a mock registry object."""
-        registry = Mock(spec=ConnectorRegistryV0)
-        registry.json.return_value = '{"sources": [], "destinations": []}'
-        return registry
-
-    @pytest.mark.parametrize(
-        "registry_type,expected_filename,description",
-        [
-            ("cloud", "cloud_registry.json", "cloud registry"),
-            ("oss", "oss_registry.json", "oss registry"),
-        ],
-    )
-    def test_persist_registry_success(self, mock_registry, registry_type, expected_filename, description):
-        """Test successful registry persistence to GCS."""
-        with (
-            patch("metadata_service.registry.storage.Client") as mock_client_class,
-        ):
-            mock_client = Mock()
-            mock_client_class.return_value = mock_client
-
-            mock_bucket = Mock()
-            mock_client.bucket.return_value = mock_bucket
-
-            mock_blob = Mock()
-            mock_bucket.blob.return_value = mock_blob
-
-            _persist_registry(mock_registry, registry_type, mock_bucket)
-
-            mock_bucket.blob.assert_called_once_with(f"{REGISTRIES_FOLDER}/{expected_filename}")
-            mock_blob.upload_from_string.assert_called_once()
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_registry_entry.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_registry_entry.py
deleted file mode 100644
index 34164ab0ced7..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_registry_entry.py
+++ /dev/null
@@ -1,550 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-import json
-import os
-import pathlib
-import tempfile
-from unittest.mock import MagicMock, Mock, patch
-
-import pytest
-import yaml
-
-from metadata_service.registry_entry import generate_and_persist_registry_entry
-
-
-@pytest.fixture
-def sample_spec_dict():
-    """Sample spec dictionary for testing."""
-    return {
-        "documentationUrl": "https://docs.airbyte.com/integrations/sources/test",
-        "connectionSpecification": {
-            "$schema": "http://json-schema.org/draft-07/schema#",
-            "title": "Test Source Spec",
-            "type": "object",
-            "properties": {"api_key": {"type": "string", "title": "API Key", "description": "API key for authentication"}},
-            "required": ["api_key"],
-        },
-    }
-
-
-@pytest.fixture
-def sample_dependencies_dict():
-    """Sample dependencies dictionary for testing."""
-    return {"dependencies": [{"package_name": "airbyte-cdk", "version": "0.50.0"}, {"package_name": "requests", "version": "2.28.0"}]}
-
-
-@pytest.fixture(
-    params=[
-        # (registry_type, enabled, version_type)
-        ("oss", True, "latest"),
-        ("cloud", True, "latest"),
-        ("oss", True, "rc"),
-        ("cloud", True, "rc"),
-        ("oss", True, "dev"),
-        ("cloud", True, "dev"),
-        ("oss", False, "latest"),
-        ("cloud", False, "latest"),
-        ("oss", False, "rc"),
-        ("cloud", False, "rc"),
-        ("oss", False, "dev"),
-        ("cloud", False, "dev"),
-    ]
-)
-def registry_scenario(request, sample_spec_dict):
-    """Parameterized fixture providing different registry scenarios with temp files."""
-    registry_type, enabled, version_type = request.param
-
-    # Create metadata dict based on enabled/disabled status
-    docker_tag = "1.0.0"
-    if version_type == "rc":
-        docker_tag = "1.0.0-rc"
-    elif version_type == "dev":
-        docker_tag = "1.0.0-dev"
-
-    metadata_dict = {
-        "metadataSpecVersion": "1.0",
-        "data": {
-            "name": f"Test Source {'Enabled' if enabled else 'Disabled'}",
-            "definitionId": "12345678-1234-1234-1234-123456789012",
-            "connectorType": "source",
-            "dockerRepository": f"airbyte/source-test-{'enabled' if enabled else 'disabled'}",
-            "dockerImageTag": docker_tag,
-            "documentationUrl": f"https://docs.airbyte.com/integrations/sources/test-{'enabled' if enabled else 'disabled'}",
-            "connectorSubtype": "api",
-            "releaseStage": "beta",
-            "license": "MIT",
-            "registryOverrides": {"oss": {"enabled": enabled}, "cloud": {"enabled": enabled}},
-            "tags": ["language:python"],
-        },
-    }
-
-    # Create temporary files
-    with tempfile.TemporaryDirectory() as temp_dir:
-        # Create metadata file
-        metadata_path = pathlib.Path(temp_dir) / "metadata.yaml"
-        with open(metadata_path, "w") as f:
-            yaml.dump(metadata_dict, f)
-
-        # Create spec file
-        spec_path = pathlib.Path(temp_dir) / "spec.json"
-        with open(spec_path, "w") as f:
-            json.dump(sample_spec_dict, f)
-
-        yield {
-            "registry_type": registry_type,
-            "enabled": enabled,
-            "version_type": version_type,
-            "metadata_path": metadata_path,
-            "spec_path": spec_path,
-            "metadata_dict": metadata_dict,
-            "docker_image_tag": docker_tag,
-            "is_prerelease": version_type == "dev",
-        }
-
-
-@patch("metadata_service.registry_entry.send_slack_message")
-@patch("metadata_service.registry_entry._persist_connector_registry_entry")
-@patch("metadata_service.registry_entry._get_icon_blob_from_gcs")
-@patch("metadata_service.registry_entry.safe_read_gcs_file")
-@patch("metadata_service.registry_entry.get_gcs_storage_client")
-@patch("metadata_service.registry.storage.Client")
-@patch("metadata_service.registry_entry.SpecCache")
-def test_generate_and_persist_registry_entry(
-    mock_spec_cache_class,
-    mock_storage_client_class,
-    mock_gcs_client,
-    mock_safe_read_gcs_file,
-    mock_get_icon_blob,
-    mock_persist_entry,
-    mock_send_slack,
-    registry_scenario,
-    sample_dependencies_dict,
-):
-    """Test registry entry generation for all scenarios: enabled/disabled, all registry types, and all version types."""
-    # Arrange
-    scenario = registry_scenario
-    bucket_name = "test-bucket"
-
-    # Mock GCS client setup
-    mock_storage_client = Mock()
-    mock_storage_client_class.return_value = mock_storage_client
-    mock_bucket = Mock()
-    mock_blob = Mock()
-    mock_icon_blob = Mock()
-
-    mock_gcs_client.return_value = mock_storage_client
-    mock_storage_client.bucket.return_value = mock_bucket
-    mock_bucket.blob.return_value = mock_blob
-    mock_bucket.delete_blob = Mock()
-
-    mock_spec_cache = Mock()
-    mock_spec_cache_class.return_value = mock_spec_cache
-    mock_spec_cache.download_spec.return_value = json.loads('{"fake": "spec"}')
-
-    mock_blob.download_as_string.return_value = yaml.dump(scenario["metadata_dict"])
-    mock_blob.name = "fake/blob/path.yaml"
-    mock_blob.updated.isoformat.return_value = "2025-01-23T12:34:56Z"
-
-    if scenario["enabled"]:
-        # Mock successful operations for enabled scenarios
-        mock_safe_read_gcs_file.return_value = json.dumps(sample_dependencies_dict)
-        mock_icon_blob.bucket.name = bucket_name
-        mock_icon_blob.name = f"metadata/{scenario['metadata_dict']['data']['dockerRepository']}/latest/icon.svg"
-        mock_get_icon_blob.return_value = mock_icon_blob
-    else:
-        # Mock existing blob for deletion scenarios (latest versions only)
-        mock_blob.exists.return_value = True
-
-    # Act
-    generate_and_persist_registry_entry(
-        bucket_name=bucket_name,
-        repo_metadata_file_path=scenario["metadata_path"],
-        registry_type=scenario["registry_type"],
-        docker_image_tag=scenario["docker_image_tag"],
-        is_prerelease=scenario["is_prerelease"],
-    )
-
-    # Assert based on enabled/disabled status
-    if scenario["enabled"]:
-        # ENABLED SCENARIO ASSERTIONS
-
-        # Verify GCS operations were called
-        mock_gcs_client.assert_called()
-        # For "latest" version type (normal publishes), safe_read_gcs_file and _get_icon_blob_from_gcs
-        # are called twice because we generate two sets of metadata: one for versioned entry (actual
-        # published version), one for latest entry (with version pinning applied).
-        if scenario["version_type"] == "latest":
-            assert mock_safe_read_gcs_file.call_count == 2
-            assert mock_get_icon_blob.call_count == 2
-        else:
-            mock_safe_read_gcs_file.assert_called_once()
-            mock_get_icon_blob.assert_called_once_with(bucket_name, scenario["metadata_dict"]["data"])
-
-        # Verify registry entry was persisted
-        mock_persist_entry.assert_called()
-        persist_call_args = mock_persist_entry.call_args_list
-
-        # Check number of persist calls based on version type
-        if scenario["version_type"] == "latest" or scenario["version_type"] == "rc":
-            # in "latest" mode, we write to versioned + `/latest`
-            # in "rc" mode, we write to versioned + `/release_candidate`
-            assert len(persist_call_args) == 2
-        else:  # dev
-            assert len(persist_call_args) == 1  # only one path
-
-        # Verify the registry entry model was created correctly
-        for call_args in persist_call_args:
-            bucket_name_arg, registry_entry_model, registry_path = call_args[0]
-            assert bucket_name_arg == bucket_name
-            assert scenario["registry_type"] in registry_path
-
-            # Verify the model has expected fields
-            registry_entry_dict = json.loads(registry_entry_model.json(exclude_none=True))
-
-            # Check core field transformations
-            assert "sourceDefinitionId" in registry_entry_dict
-            assert registry_entry_dict["sourceDefinitionId"] == scenario["metadata_dict"]["data"]["definitionId"]
-
-            # Verify required fields were added
-            assert registry_entry_dict["tombstone"] is False
-            assert registry_entry_dict["custom"] is False
-            assert registry_entry_dict["public"] is True
-            assert "iconUrl" in registry_entry_dict
-            assert "generated" in registry_entry_dict
-            assert "packageInfo" in registry_entry_dict
-            assert registry_entry_dict["packageInfo"]["cdk_version"] == "python:0.50.0"
-            assert "spec" in registry_entry_dict
-
-            # Verify fields were removed
-            assert "registryOverrides" not in registry_entry_dict
-            assert "connectorType" not in registry_entry_dict
-            assert "definitionId" not in registry_entry_dict
-
-        registry_entry_paths = set()
-        for kall in persist_call_args:
-            args, _ = kall
-            # blob path is the last positional arg
-            registry_entry_paths.add(args[-1])
-        if scenario["version_type"] == "rc":
-            assert registry_entry_paths == {
-                f'metadata/airbyte/source-test-enabled/{scenario["docker_image_tag"]}/{scenario["registry_type"]}.json',
-                f'metadata/airbyte/source-test-enabled/release_candidate/{scenario["registry_type"]}.json',
-            }
-        elif scenario["version_type"] == "latest":
-            assert registry_entry_paths == {
-                f'metadata/airbyte/source-test-enabled/{scenario["docker_image_tag"]}/{scenario["registry_type"]}.json',
-                f'metadata/airbyte/source-test-enabled/latest/{scenario["registry_type"]}.json',
-            }
-        elif scenario["version_type"] == "dev":
-            assert registry_entry_paths == {
-                f'metadata/airbyte/source-test-enabled/{scenario["docker_image_tag"]}/{scenario["registry_type"]}.json',
-            }
-        else:
-            raise Exception(f'Unexpected scenario: {scenario["version_type"]}')
-
-        # Verify Slack notifications
-        slack_calls = mock_send_slack.call_args_list
-        assert len(slack_calls) >= 2  # start + success notifications
-
-        start_call = slack_calls[0][0]
-        assert "Registry Entry Generation_ STARTED" in start_call[1]
-
-        success_calls = [call for call in slack_calls if "SUCCESS" in call[0][1]]
-        assert len(success_calls) == len(persist_call_args)
-
-    else:
-        # DISABLED SCENARIO ASSERTIONS
-
-        # Verify NO generation/persistence operations were called
-        mock_safe_read_gcs_file.assert_not_called()
-        mock_get_icon_blob.assert_not_called()
-        mock_persist_entry.assert_not_called()
-
-        if scenario["version_type"] == "latest":
-            # For latest versions, should check for deletion
-            mock_gcs_client.assert_called()
-            expected_latest_path = (
-                f"metadata/{scenario['metadata_dict']['data']['dockerRepository']}/latest/{scenario['registry_type']}.json"
-            )
-            mock_bucket.blob.assert_called_with(expected_latest_path)
-            mock_blob.exists.assert_called_once()
-            mock_bucket.delete_blob.assert_called_once_with(expected_latest_path)
-        else:
-            # For rc/dev versions, no deletion should occur
-            mock_bucket.delete_blob.assert_not_called()
-
-        # Verify NOOP Slack notification
-        slack_calls = mock_send_slack.call_args_list
-        assert len(slack_calls) == 2  # STARTED + NOOP notifications
-
-        # Check STARTED notification
-        start_call = slack_calls[0][0]
-        assert "Registry Entry Generation_ STARTED" in start_call[1]
-        assert scenario["registry_type"] in start_call[1]
-
-        # Check NOOP notification
-        noop_call = slack_calls[1][0]
-        assert "Registry Entry Generation_ NOOP" in noop_call[1]
-        assert scenario["registry_type"] in noop_call[1]
-        assert "not enabled" in noop_call[1]
-
-
-@pytest.mark.parametrize("registry_type", ["oss", "cloud"])
-@patch("metadata_service.registry_entry.send_slack_message")
-def test_invalid_metadata_file_path(mock_send_slack, registry_type):
-    """Test exception handling when metadata file path doesn't exist or is invalid."""
-
-    # Arrange
-    invalid_metadata_path = pathlib.Path("/nonexistent/metadata.yaml")
-    spec_path = pathlib.Path("/some/spec.json")  # This won't be reached
-    bucket_name = "test-bucket"
-
-    # Act & Assert
-    with pytest.raises(FileNotFoundError):
-        generate_and_persist_registry_entry(
-            bucket_name=bucket_name,
-            repo_metadata_file_path=invalid_metadata_path,
-            registry_type=registry_type,
-            docker_image_tag="irrelevant",
-            is_prerelease=False,
-        )
-
-
-@pytest.mark.parametrize(
-    "failure_stage,registry_type",
-    [
-        ("gcs_client", "oss"),
-        ("gcs_client", "cloud"),
-        ("dependencies_read", "oss"),
-        ("dependencies_read", "cloud"),
-        ("icon_blob", "oss"),
-        ("icon_blob", "cloud"),
-        ("persist", "oss"),
-        ("persist", "cloud"),
-    ],
-)
-@patch("metadata_service.registry_entry.send_slack_message")
-@patch("metadata_service.registry_entry._persist_connector_registry_entry")
-@patch("metadata_service.registry_entry._get_icon_blob_from_gcs")
-@patch("metadata_service.registry_entry.safe_read_gcs_file")
-@patch("metadata_service.registry_entry.get_gcs_storage_client")
-def test_gcs_operations_failure(
-    mock_gcs_client,
-    mock_safe_read_gcs_file,
-    mock_get_icon_blob,
-    mock_persist_entry,
-    mock_send_slack,
-    temp_files,
-    sample_dependencies_dict,
-    failure_stage,
-    registry_type,
-):
-    """Test exception handling when various GCS operations fail."""
-    # Arrange
-    metadata_path, spec_path = temp_files
-    bucket_name = "test-bucket"
-
-    # Mock the failure based on stage
-    if failure_stage == "gcs_client":
-        mock_gcs_client.side_effect = Exception("GCS client connection failed")
-    elif failure_stage == "dependencies_read":
-        mock_gcs_client.return_value = Mock()
-        mock_safe_read_gcs_file.side_effect = Exception("Failed to read dependencies")
-    elif failure_stage == "icon_blob":
-        mock_gcs_client.return_value = Mock()
-        mock_safe_read_gcs_file.return_value = json.dumps(sample_dependencies_dict)
-        mock_get_icon_blob.side_effect = Exception("Failed to get icon blob")
-    elif failure_stage == "persist":
-        # Mock successful setup until persistence
-        mock_storage_client = Mock()
-        mock_bucket = Mock()
-        mock_icon_blob = Mock()
-
-        mock_gcs_client.return_value = mock_storage_client
-        mock_storage_client.bucket.return_value = mock_bucket
-        mock_bucket.blob.return_value = Mock()
-
-        mock_safe_read_gcs_file.return_value = json.dumps(sample_dependencies_dict)
-        mock_icon_blob.bucket.name = bucket_name
-        mock_icon_blob.name = "metadata/airbyte/source-test/latest/icon.svg"
-        mock_get_icon_blob.return_value = mock_icon_blob
-
-        # Fail at persistence
-        mock_persist_entry.side_effect = Exception("Failed to persist registry entry")
-
-    # Act & Assert
-    with pytest.raises(Exception):
-        generate_and_persist_registry_entry(
-            bucket_name=bucket_name,
-            repo_metadata_file_path=metadata_path,
-            registry_type=registry_type,
-            docker_image_tag="irrelevant",
-            is_prerelease=False,
-        )
-
-    # Verify error Slack notification was sent for non-client failures
-    if failure_stage != "gcs_client":
-        slack_calls = mock_send_slack.call_args_list
-        error_calls = [call for call in slack_calls if "FAILED" in call[0][1]]
-        assert len(error_calls) >= 1
-
-
-@pytest.mark.parametrize("registry_type", ["oss", "cloud"])
-@patch("metadata_service.registry_entry.send_slack_message")
-@patch("metadata_service.registry_entry._apply_metadata_overrides")
-def test_metadata_override_application_failure(mock_apply_overrides, mock_send_slack, temp_files, registry_type):
-    """Test exception handling when _apply_metadata_overrides fails."""
-
-    # Arrange
-    metadata_path, spec_path = temp_files
-    bucket_name = "test-bucket"
-
-    # Mock failure during metadata override application
-    mock_apply_overrides.side_effect = Exception("Failed to apply metadata overrides")
-
-    # Act & Assert
-    with pytest.raises(Exception):
-        generate_and_persist_registry_entry(
-            bucket_name=bucket_name,
-            repo_metadata_file_path=metadata_path,
-            registry_type=registry_type,
-            docker_image_tag="irrelevant",
-            is_prerelease=False,
-        )
-
-    # Verify error Slack notification was sent
-    slack_calls = mock_send_slack.call_args_list
-    error_calls = [call for call in slack_calls if "FAILED" in call[0][1]]
-    assert len(error_calls) >= 1
-
-
-@pytest.mark.parametrize("registry_type", ["oss", "cloud"])
-@patch("metadata_service.registry_entry.send_slack_message")
-@patch("metadata_service.registry_entry._persist_connector_registry_entry")
-@patch("metadata_service.registry_entry._get_icon_blob_from_gcs")
-@patch("metadata_service.registry_entry.safe_read_gcs_file")
-@patch("metadata_service.registry_entry.get_gcs_storage_client")
-@patch("metadata_service.registry_entry._get_connector_type_from_registry_entry")
-def test_registry_entry_model_parsing_failure(
-    mock_get_connector_type,
-    mock_gcs_client,
-    mock_safe_read_gcs_file,
-    mock_get_icon_blob,
-    mock_persist_entry,
-    mock_send_slack,
-    temp_files,
-    sample_dependencies_dict,
-    registry_type,
-):
-    """Test exception handling when pydantic model parsing fails due to invalid data."""
-
-    # Arrange
-    metadata_path, spec_path = temp_files
-    bucket_name = "test-bucket"
-
-    # Mock successful operations until model parsing
-    mock_storage_client = Mock()
-    mock_bucket = Mock()
-    mock_icon_blob = Mock()
-
-    mock_gcs_client.return_value = mock_storage_client
-    mock_storage_client.bucket.return_value = mock_bucket
-    mock_bucket.blob.return_value = Mock()
-
-    mock_safe_read_gcs_file.return_value = json.dumps(sample_dependencies_dict)
-    mock_icon_blob.bucket.name = bucket_name
-    mock_icon_blob.name = "metadata/airbyte/source-test/latest/icon.svg"
-    mock_get_icon_blob.return_value = mock_icon_blob
-
-    # Mock model parsing failure
-    from metadata_service.models.generated import ConnectorRegistrySourceDefinition
-
-    mock_get_connector_type.return_value = (Mock(), ConnectorRegistrySourceDefinition)
-
-    # Create a mock that fails when parse_obj is called
-    mock_model_class = Mock()
-    mock_model_class.parse_obj.side_effect = Exception("Invalid model data")
-    mock_get_connector_type.return_value = (Mock(), mock_model_class)
-
-    # Act & Assert
-    with pytest.raises(Exception):
-        generate_and_persist_registry_entry(
-            bucket_name=bucket_name,
-            repo_metadata_file_path=metadata_path,
-            registry_type=registry_type,
-            docker_image_tag="irrelevant",
-            is_prerelease=False,
-        )
-
-
-# Re-create the temp_files_disabled fixture since it was removed in refactoring
-@pytest.fixture
-def temp_files_disabled(sample_spec_dict):
-    """Create temporary metadata and spec files for disabled registry testing."""
-    metadata_dict_disabled = {
-        "metadataSpecVersion": "1.0",
-        "data": {
-            "name": "Test Source Disabled",
-            "definitionId": "12345678-1234-1234-1234-123456789012",
-            "connectorType": "source",
-            "dockerRepository": "airbyte/source-test-disabled",
-            "dockerImageTag": "1.0.0",
-            "documentationUrl": "https://docs.airbyte.com/integrations/sources/test-disabled",
-            "connectorSubtype": "api",
-            "releaseStage": "beta",
-            "license": "MIT",
-            "registryOverrides": {"oss": {"enabled": False}, "cloud": {"enabled": False}},
-            "tags": ["language:python"],
-        },
-    }
-
-    with tempfile.TemporaryDirectory() as temp_dir:
-        # Create metadata file
-        metadata_path = pathlib.Path(temp_dir) / "metadata.yaml"
-        with open(metadata_path, "w") as f:
-            yaml.dump(metadata_dict_disabled, f)
-
-        # Create spec file
-        spec_path = pathlib.Path(temp_dir) / "spec.json"
-        with open(spec_path, "w") as f:
-            json.dump(sample_spec_dict, f)
-
-        yield metadata_path, spec_path
-
-
-# Re-create the temp_files fixture since it was removed in refactoring
-@pytest.fixture
-def temp_files(sample_spec_dict):
-    """Create temporary metadata and spec files for testing."""
-    metadata_dict = {
-        "metadataSpecVersion": "1.0",
-        "data": {
-            "name": "Test Source",
-            "definitionId": "12345678-1234-1234-1234-123456789012",
-            "connectorType": "source",
-            "dockerRepository": "airbyte/source-test",
-            "dockerImageTag": "1.0.0",
-            "documentationUrl": "https://docs.airbyte.com/integrations/sources/test",
-            "connectorSubtype": "api",
-            "releaseStage": "beta",
-            "license": "MIT",
-            "registryOverrides": {"oss": {"enabled": True}, "cloud": {"enabled": True}},
-            "tags": ["language:python"],
-        },
-    }
-
-    with tempfile.TemporaryDirectory() as temp_dir:
-        # Create metadata file
-        metadata_path = pathlib.Path(temp_dir) / "metadata.yaml"
-        with open(metadata_path, "w") as f:
-            yaml.dump(metadata_dict, f)
-
-        # Create spec file
-        spec_path = pathlib.Path(temp_dir) / "spec.json"
-        with open(spec_path, "w") as f:
-            json.dump(sample_spec_dict, f)
-
-        yield metadata_path, spec_path
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_spec_cache.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_spec_cache.py
deleted file mode 100644
index eac4bfd2cde2..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_spec_cache.py
+++ /dev/null
@@ -1,102 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from unittest.mock import patch
-
-import pytest
-
-from metadata_service.spec_cache import CachedSpec, Registries, SpecCache, get_docker_info_from_spec_cache_path
-
-
-@pytest.fixture
-def mock_spec_cache():
-    with (
-        patch("google.cloud.storage.Client.create_anonymous_client") as MockClient,
-        patch("google.cloud.storage.Client.bucket") as MockBucket,
-    ):
-        # Create stub mock client and bucket
-        MockClient.return_value
-        MockBucket.return_value
-
-        # Create a list of 4 test CachedSpecs
-        test_specs = [
-            CachedSpec("image1", "tag-has-override", "path1", Registries.OSS),
-            CachedSpec("image1", "tag-has-override", "path2", Registries.CLOUD),
-            CachedSpec("image2", "tag-no-override", "path3", Registries.OSS),
-            CachedSpec("image3", "tag-no-override", "path4", Registries.CLOUD),
-        ]
-
-        # Mock get_all_cached_specs to return test_specs
-        with patch.object(SpecCache, "get_all_cached_specs", return_value=test_specs):
-            yield SpecCache()
-
-
-@pytest.mark.parametrize(
-    "image,tag,given_registry,expected_registry",
-    [
-        ("image1", "tag-has-override", "OSS", Registries.OSS),
-        ("image1", "tag-has-override", "CLOUD", Registries.CLOUD),
-        ("image2", "tag-no-override", "OSS", Registries.OSS),
-        ("image2", "tag-no-override", "CLOUD", Registries.OSS),
-        ("image3", "tag-no-override", "OSS", None),
-        ("image3", "tag-no-override", "CLOUD", Registries.CLOUD),
-        ("nonexistent", "tag", "OSS", None),
-        ("nonexistent", "tag", "CLOUD", None),
-    ],
-)
-def test_find_spec_cache_with_fallback(mock_spec_cache, image, tag, given_registry, expected_registry):
-    spec = mock_spec_cache.find_spec_cache_with_fallback(image, tag, given_registry)
-    if expected_registry == None:
-        assert spec == None
-    else:
-        assert spec.docker_repository == image
-        assert spec.docker_image_tag == tag
-        assert spec.registry == expected_registry
-
-
-@pytest.mark.parametrize(
-    "spec_cache_path,expected_spec",
-    [
-        (
-            "specs/airbyte/destination-azure-blob-storage/0.1.1/spec.json",
-            CachedSpec(
-                "airbyte/destination-azure-blob-storage",
-                "0.1.1",
-                "specs/airbyte/destination-azure-blob-storage/0.1.1/spec.json",
-                Registries.OSS,
-            ),
-        ),
-        (
-            "specs/airbyte/destination-azure-blob-storage/0.1.1/spec.cloud.json",
-            CachedSpec(
-                "airbyte/destination-azure-blob-storage",
-                "0.1.1",
-                "specs/airbyte/destination-azure-blob-storage/0.1.1/spec.cloud.json",
-                Registries.CLOUD,
-            ),
-        ),
-        (
-            "specs/airbyte/source-azure-blob-storage/1.1.1/spec.json",
-            CachedSpec(
-                "airbyte/source-azure-blob-storage", "1.1.1", "specs/airbyte/source-azure-blob-storage/1.1.1/spec.json", Registries.OSS
-            ),
-        ),
-        (
-            "specs/faros/some-name/1.1.1/spec.json",
-            CachedSpec("faros/some-name", "1.1.1", "specs/faros/some-name/1.1.1/spec.json", Registries.OSS),
-        ),
-    ],
-)
-def test_get_docker_info_from_spec_cache_path(spec_cache_path, expected_spec):
-    actual_spec = get_docker_info_from_spec_cache_path(spec_cache_path)
-
-    assert actual_spec.docker_repository == expected_spec.docker_repository
-    assert actual_spec.docker_image_tag == expected_spec.docker_image_tag
-    assert actual_spec.spec_cache_path == expected_spec.spec_cache_path
-    assert actual_spec.registry == expected_spec.registry
-
-
-def test_get_docker_info_from_spec_cache_path_invalid():
-    with pytest.raises(Exception):
-        get_docker_info_from_spec_cache_path("specs/airbyte/destination-azure-blob-storage/0.1.1/spec")
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_specs_secrets_mask.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_specs_secrets_mask.py
deleted file mode 100644
index 9451117ca68e..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_specs_secrets_mask.py
+++ /dev/null
@@ -1,311 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import os
-from unittest.mock import Mock, patch
-
-import pytest
-import yaml
-from google.cloud import storage
-
-from metadata_service.constants import REGISTRIES_FOLDER, SPECS_SECRETS_MASK_FILE_NAME, VALID_REGISTRIES
-from metadata_service.models.generated import ConnectorRegistryV0
-from metadata_service.registry import PolymorphicRegistryEntry
-from metadata_service.specs_secrets_mask import _get_registries_from_gcs, _get_specs_secrets_from_registry_entries, _persist_secrets_to_gcs
-
-
-class TestGetRegistriesFromGcs:
-    """Tests for _get_registries_from_gcs function."""
-
-    @pytest.fixture
-    def mock_bucket(self):
-        """Create a mock GCS bucket."""
-        return Mock(spec=storage.Bucket)
-
-    @pytest.fixture
-    def valid_registry_data(self):
-        """Sample valid registry data."""
-        return {
-            "sources": [],
-            "destinations": [],
-        }
-
-    @pytest.fixture
-    def mock_blob(self):
-        """Create a mock GCS blob."""
-        return Mock(spec=storage.Blob)
-
-    def test_get_registries_from_gcs_success(self, mock_bucket, mock_blob, valid_registry_data):
-        """Test successful retrieval of all valid registries from GCS."""
-        mock_bucket.blob.return_value = mock_blob
-
-        with (
-            patch("metadata_service.specs_secrets_mask.safe_read_gcs_file") as mock_safe_read,
-            patch("metadata_service.specs_secrets_mask.ConnectorRegistryV0.parse_obj") as mock_parse,
-        ):
-            mock_safe_read.return_value = json.dumps(valid_registry_data)
-            mock_registry = Mock(spec=ConnectorRegistryV0)
-            mock_parse.return_value = mock_registry
-
-            result = _get_registries_from_gcs(mock_bucket)
-
-            assert len(result) == len(VALID_REGISTRIES)
-            assert all(registry == mock_registry for registry in result)
-
-            expected_calls = [f"{REGISTRIES_FOLDER}/{registry}_registry.json" for registry in VALID_REGISTRIES]
-            actual_calls = [call[0][0] for call in mock_bucket.blob.call_args_list]
-            assert actual_calls == expected_calls
-
-            assert mock_safe_read.call_count == len(VALID_REGISTRIES)
-
-    def test_get_registries_from_gcs_multiple_registries(self, mock_bucket, mock_blob, valid_registry_data):
-        """Test that the function correctly processes all registries in VALID_REGISTRIES."""
-        mock_bucket.blob.return_value = mock_blob
-
-        with (
-            patch("metadata_service.specs_secrets_mask.safe_read_gcs_file") as mock_safe_read,
-            patch("metadata_service.specs_secrets_mask.ConnectorRegistryV0.parse_obj") as mock_parse,
-        ):
-            mock_safe_read.return_value = json.dumps(valid_registry_data)
-            mock_registry = Mock(spec=ConnectorRegistryV0)
-            mock_parse.return_value = mock_registry
-
-            result = _get_registries_from_gcs(mock_bucket)
-
-            assert len(result) == 2
-            assert mock_parse.call_count == 2
-            assert mock_safe_read.call_count == 2
-
-
-class TestGetSpecsSecretsFromRegistryEntries:
-    """Tests for _get_specs_secrets_from_registry_entries function."""
-
-    @pytest.fixture
-    def mock_registry_entry(self):
-        """Create a mock registry entry."""
-        return Mock(spec=PolymorphicRegistryEntry)
-
-    @pytest.fixture
-    def single_secret_entry_data(self):
-        """Sample entry data with a single secret property."""
-        return {
-            "spec": {
-                "connectionSpecification": {
-                    "properties": {
-                        "password": {"type": "string", "airbyte_secret": True},
-                        "username": {"type": "string", "airbyte_secret": False},
-                    }
-                }
-            }
-        }
-
-    @pytest.fixture
-    def multiple_secrets_entry_data(self):
-        """Sample entry data with multiple secret properties."""
-        return {
-            "spec": {
-                "connectionSpecification": {
-                    "properties": {
-                        "password": {"type": "string", "airbyte_secret": True},
-                        "api_key": {"type": "string", "airbyte_secret": True},
-                        "username": {"type": "string", "airbyte_secret": False},
-                    }
-                }
-            }
-        }
-
-    @pytest.fixture
-    def nested_secrets_entry_data(self):
-        """Sample entry data with nested secret properties."""
-        return {
-            "spec": {
-                "connectionSpecification": {
-                    "properties": {
-                        "oauth": {
-                            "type": "object",
-                            "properties": {
-                                "client_secret": {"type": "string", "airbyte_secret": True},
-                                "client_id": {"type": "string", "airbyte_secret": False},
-                            },
-                        },
-                        "username": {"type": "string", "airbyte_secret": False},
-                    }
-                }
-            }
-        }
-
-    @pytest.fixture
-    def deeply_nested_secrets_entry_data(self):
-        """Sample entry data with deeply nested secret properties."""
-        return {
-            "spec": {
-                "connectionSpecification": {
-                    "properties": {
-                        "connection": {
-                            "type": "object",
-                            "properties": {
-                                "auth": {
-                                    "type": "object",
-                                    "properties": {
-                                        "credentials": {
-                                            "type": "object",
-                                            "properties": {"secret_token": {"type": "string", "airbyte_secret": True}},
-                                        }
-                                    },
-                                }
-                            },
-                        }
-                    }
-                }
-            }
-        }
-
-    @pytest.fixture
-    def no_secrets_entry_data(self):
-        """Sample entry data with no secret properties."""
-        return {
-            "spec": {
-                "connectionSpecification": {
-                    "properties": {"username": {"type": "string", "airbyte_secret": False}, "host": {"type": "string"}}
-                }
-            }
-        }
-
-    @pytest.mark.parametrize(
-        "entry_data_fixture,expected_secrets,description",
-        [
-            ("single_secret_entry_data", {"password"}, "single secret property"),
-            ("multiple_secrets_entry_data", {"password", "api_key"}, "multiple secret properties"),
-            ("nested_secrets_entry_data", {"client_secret"}, "nested secret property"),
-            ("deeply_nested_secrets_entry_data", {"secret_token"}, "deeply nested secret property"),
-            ("no_secrets_entry_data", set(), "no secret properties"),
-        ],
-    )
-    def test_get_specs_secrets_valid_structures(self, mock_registry_entry, entry_data_fixture, expected_secrets, description, request):
-        """Test extraction from various valid entry structures."""
-        entry_data = request.getfixturevalue(entry_data_fixture)
-
-        with patch("metadata_service.specs_secrets_mask.to_json_sanitized_dict") as mock_sanitize:
-            mock_sanitize.return_value = entry_data
-
-            result = _get_specs_secrets_from_registry_entries([mock_registry_entry])
-
-            assert result == expected_secrets, f"Failed for {description}"
-            mock_sanitize.assert_called_once_with(mock_registry_entry)
-
-    def test_get_specs_secrets_multiple_entries_aggregation(self, mock_registry_entry, single_secret_entry_data, nested_secrets_entry_data):
-        """Test that secrets from multiple entries are properly aggregated."""
-        entry1 = Mock(spec=PolymorphicRegistryEntry)
-        entry2 = Mock(spec=PolymorphicRegistryEntry)
-
-        with patch("metadata_service.specs_secrets_mask.to_json_sanitized_dict") as mock_sanitize:
-            mock_sanitize.side_effect = [single_secret_entry_data, nested_secrets_entry_data]
-
-            result = _get_specs_secrets_from_registry_entries([entry1, entry2])
-
-            assert result == {"password", "client_secret"}
-            assert mock_sanitize.call_count == 2
-
-    def test_get_specs_secrets_duplicate_secrets_handling(self, single_secret_entry_data):
-        """Test that duplicate secret names from different entries are handled correctly."""
-        entry1 = Mock(spec=PolymorphicRegistryEntry)
-        entry2 = Mock(spec=PolymorphicRegistryEntry)
-
-        with patch("metadata_service.specs_secrets_mask.to_json_sanitized_dict") as mock_sanitize:
-            mock_sanitize.return_value = single_secret_entry_data
-
-            result = _get_specs_secrets_from_registry_entries([entry1, entry2])
-
-            assert result == {"password"}
-            assert mock_sanitize.call_count == 2
-
-    def test_get_specs_secrets_empty_entries_list(self):
-        """Test behavior with empty entries list."""
-        result = _get_specs_secrets_from_registry_entries([])
-
-        assert result == set()
-
-    def test_get_specs_secrets_complex_real_world_structure(self, mock_registry_entry):
-        """Test with realistic connector specification structure."""
-        complex_entry_data = {
-            "spec": {
-                "connectionSpecification": {
-                    "properties": {
-                        "host": {"type": "string"},
-                        "port": {"type": "integer"},
-                        "database": {"type": "string"},
-                        "credentials": {
-                            "type": "object",
-                            "oneOf": [
-                                {
-                                    "properties": {
-                                        "auth_type": {"type": "string", "const": "username_password"},
-                                        "username": {"type": "string"},
-                                        "password": {"type": "string", "airbyte_secret": True},
-                                    }
-                                },
-                                {
-                                    "properties": {
-                                        "auth_type": {"type": "string", "const": "oauth2"},
-                                        "client_id": {"type": "string"},
-                                        "client_secret": {"type": "string", "airbyte_secret": True},
-                                        "refresh_token": {"type": "string", "airbyte_secret": True},
-                                    }
-                                },
-                            ],
-                        },
-                        "ssl_config": {
-                            "type": "object",
-                            "properties": {"ssl_mode": {"type": "string"}, "client_key": {"type": "string", "airbyte_secret": True}},
-                        },
-                    }
-                }
-            }
-        }
-
-        with patch("metadata_service.specs_secrets_mask.to_json_sanitized_dict") as mock_sanitize:
-            mock_sanitize.return_value = complex_entry_data
-
-            result = _get_specs_secrets_from_registry_entries([mock_registry_entry])
-
-            expected_secrets = {"password", "client_secret", "refresh_token", "client_key"}
-            assert result == expected_secrets
-
-
-class TestPersistSecretsToGcs:
-    """Tests for _persist_secrets_to_gcs function."""
-
-    @pytest.fixture
-    def mock_bucket(self):
-        """Create a mock GCS bucket."""
-        return Mock(spec=storage.Bucket)
-
-    @pytest.fixture
-    def mock_blob(self):
-        """Create a mock GCS blob."""
-        mock_blob = Mock()
-        mock_blob.name = f"{REGISTRIES_FOLDER}/{SPECS_SECRETS_MASK_FILE_NAME}"
-        return mock_blob
-
-    @pytest.mark.parametrize(
-        "secrets_set,expected_yaml_content,description",
-        [
-            (set(), {"properties": []}, "empty secrets set"),
-            ({"password"}, {"properties": ["password"]}, "single secret"),
-            ({"password", "api_key", "token"}, {"properties": ["api_key", "password", "token"]}, "multiple secrets sorted"),
-            ({"z_secret", "a_secret", "m_secret"}, {"properties": ["a_secret", "m_secret", "z_secret"]}, "secrets sorted alphabetically"),
-        ],
-    )
-    def test_persist_secrets_to_gcs_various_secret_sets(self, mock_bucket, mock_blob, secrets_set, expected_yaml_content, description):
-        """Test persistence with different secret set sizes and contents."""
-        mock_bucket.blob.return_value = mock_blob
-
-        _persist_secrets_to_gcs(secrets_set, mock_bucket)
-
-        mock_bucket.blob.assert_called_once_with(f"{REGISTRIES_FOLDER}/{SPECS_SECRETS_MASK_FILE_NAME}")
-        mock_blob.upload_from_string.assert_called_once()
-        uploaded_content = mock_blob.upload_from_string.call_args[0][0]
-        parsed_yaml = yaml.safe_load(uploaded_content)
-        assert parsed_yaml == expected_yaml_content, f"Failed for {description}"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_stale_metadata_report.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_stale_metadata_report.py
deleted file mode 100644
index c5e294dafd53..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_stale_metadata_report.py
+++ /dev/null
@@ -1,238 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-from unittest.mock import Mock, patch
-
-import pytest
-import yaml as real_yaml
-
-from metadata_service.constants import PUBLISH_GRACE_PERIOD
-from metadata_service.stale_metadata_report import (
-    _generate_stale_metadata_report,
-    _get_latest_metadata_entries_on_gcs,
-    _get_latest_metadata_versions_on_github,
-    _is_younger_than_grace_period,
-    generate_and_publish_stale_metadata_report,
-)
-
-pytest_plugins = ["tests.fixtures.stale_metadata_report_fixtures"]
-
-
-def _mock_commits(old_datetime):
-    commit = Mock()
-    commit.commit = Mock()
-    commit.commit.author = Mock()
-    commit.commit.author.date = old_datetime
-    return [commit]
-
-
-def mock_get(url, yaml_responses):
-    mock_response = Mock()
-    mock_response.text = yaml_responses[url]
-    mock_response.raise_for_status = Mock()
-    return mock_response
-
-
-def mock_safe_load(yaml_text: str):
-    return real_yaml.safe_load(yaml_text)
-
-
-@pytest.mark.parametrize(
-    "hours_offset,expected_result",
-    [
-        (-1, False),
-        (0, False),
-        (1, True),
-    ],
-)
-def test_is_younger_than_grace_period_parameterized(hours_offset, expected_result):
-    """Test _is_younger_than_grace_period with different time offsets relative to grace period."""
-    grace_period_marker = datetime.datetime.now(datetime.timezone.utc) - PUBLISH_GRACE_PERIOD
-    test_datetime = grace_period_marker + datetime.timedelta(hours=hours_offset)
-
-    mock_last_modified_at_date_time = test_datetime
-
-    result = _is_younger_than_grace_period(mock_last_modified_at_date_time)
-    assert result == expected_result
-
-
-@pytest.mark.parametrize(
-    "github_versions,gcs_versions,expected_stale_count,description",
-    [
-        ({}, {}, 0, "empty mappings"),
-        ({"connector-a": "1.0.0"}, {"connector-a": "1.0.0"}, 0, "identical versions"),
-        ({"connector-a": "1.1.0"}, {"connector-a": "1.0.0"}, 1, "github newer than gcs"),
-        ({"connector-a": "1.0.0"}, {}, 1, "missing from gcs"),
-        ({}, {"connector-a": "1.0.0"}, 0, "missing from github - not reported"),
-        ({"connector-a": "1.1.0", "connector-b": "2.0.0"}, {"connector-a": "1.0.0", "connector-b": "2.0.0"}, 1, "mixed scenarios"),
-    ],
-)
-def test_generate_stale_metadata_report_parameterized(github_versions, gcs_versions, expected_stale_count, description):
-    """Test _generate_stale_metadata_report with different version mapping scenarios."""
-    result_df = _generate_stale_metadata_report(github_versions, gcs_versions)
-
-    assert len(result_df) == expected_stale_count, f"Failed for {description}"
-
-    if expected_stale_count > 0:
-        expected_columns = ["connector", "master_version", "gcs_version"]
-        assert list(result_df.columns) == expected_columns, f"Incorrect columns for {description}"
-
-        for _, row in result_df.iterrows():
-            connector = row["connector"]
-            github_version = row["master_version"]
-            gcs_version = row["gcs_version"]
-
-            assert connector in github_versions, f"Connector {connector} not in GitHub versions"
-            assert github_versions[connector] == github_version, f"GitHub version mismatch for {connector}"
-            assert github_version != gcs_version, f"Versions should be different for stale connector {connector}"
-
-
-def test_get_latest_metadata_versions_on_github_success(mock_github_files, mock_yaml_responses):
-    """Test _get_latest_metadata_versions_on_github successfully retrieves and filters metadata."""
-    with (
-        patch("os.getenv") as mock_getenv,
-        patch("metadata_service.stale_metadata_report.Auth") as mock_auth,
-        patch("metadata_service.stale_metadata_report.Github") as mock_github,
-        patch("metadata_service.stale_metadata_report.requests") as mock_requests,
-        patch("metadata_service.stale_metadata_report.yaml") as mock_yaml,
-    ):
-        mock_getenv.return_value = "test-github-token"
-        mock_auth.Token.return_value = Mock()
-
-        mock_github_client = Mock()
-        mock_repo = Mock()
-        mock_github.return_value = mock_github_client
-        mock_github_client.get_repo.return_value = mock_repo
-
-        # Configure search_code to return our mock file list
-        mock_github_client.search_code.return_value = mock_github_files
-
-        # Each call to repo.get_commits(path=...) should return a commit list with an old datetime
-        old_datetime = datetime.datetime.now(datetime.timezone.utc) - PUBLISH_GRACE_PERIOD - datetime.timedelta(hours=1)
-
-        mock_repo.full_name = "airbyte/airbyte"
-        mock_repo.get_commits.side_effect = lambda path: _mock_commits(old_datetime)
-
-        mock_requests.get.side_effect = lambda url: mock_get(url, mock_yaml_responses)
-
-        mock_yaml.safe_load = mock_safe_load
-
-        result = _get_latest_metadata_versions_on_github()
-
-        expected_result = {"airbyte/source-test-1": "1.0.0"}
-
-        assert result == expected_result
-        mock_getenv.assert_called_once_with("GITHUB_TOKEN")
-        mock_github_client.get_repo.assert_called_once()
-        mock_github_client.search_code.assert_called_once()
-        assert mock_requests.get.call_count == 3
-
-
-def test_get_latest_metadata_entries_on_gcs_success(mock_gcs_blobs):
-    """Test _get_latest_metadata_entries_on_gcs successfully retrieves metadata from GCS."""
-    with (
-        patch("metadata_service.stale_metadata_report.get_gcs_storage_client") as mock_get_client,
-        patch("metadata_service.stale_metadata_report.yaml") as mock_yaml,
-    ):
-        mock_storage_client = Mock()
-        mock_bucket = Mock()
-        mock_get_client.return_value = mock_storage_client
-        mock_storage_client.bucket.return_value = mock_bucket
-        mock_bucket.list_blobs.return_value = mock_gcs_blobs
-
-        mock_yaml.safe_load = mock_safe_load
-
-        result = _get_latest_metadata_entries_on_gcs("test-bucket")
-
-        expected_result = {"airbyte/source-gcs-1": "1.2.0", "airbyte/source-gcs-2": "2.1.0", "airbyte/destination-gcs-1": "3.0.0"}
-
-        assert result == expected_result
-        mock_get_client.assert_called_once()
-        mock_storage_client.bucket.assert_called_once_with("test-bucket")
-        mock_bucket.list_blobs.assert_called_once()
-        assert all(blob.download_as_bytes.called for blob in mock_gcs_blobs)
-
-
-def test_generate_and_publish_stale_metadata_report_with_stale_data():
-    """Test main workflow when stale metadata is detected."""
-    with (
-        patch("metadata_service.stale_metadata_report.STALE_REPORT_CHANNEL", "123456789"),
-        patch("metadata_service.stale_metadata_report.PUBLISH_UPDATE_CHANNEL", "987654321"),
-        patch("metadata_service.stale_metadata_report._get_latest_metadata_versions_on_github") as mock_github,
-        patch("metadata_service.stale_metadata_report._get_latest_metadata_entries_on_gcs") as mock_gcs,
-        patch("metadata_service.stale_metadata_report.send_slack_message", return_value=(True, None)) as mock_slack,
-        patch("pandas.DataFrame.to_markdown") as mock_to_markdown,
-    ):
-        mock_github.return_value = {"connector-a": "2.0.0", "connector-b": "1.5.0"}
-        mock_gcs.return_value = {"connector-a": "1.0.0", "connector-b": "1.5.0"}
-        mock_to_markdown.return_value = (
-            "| connector | master_version | gcs_version |\n|-----------|----------------|-------------|\n| connector-a | 2.0.0 | 1.0.0 |"
-        )
-
-        result = generate_and_publish_stale_metadata_report("test-bucket")
-
-        assert result == (True, None)
-        assert mock_slack.call_count == 2
-
-        alert_call = mock_slack.call_args_list[0]
-        assert "123456789" in str(alert_call)
-        assert "Stale metadata detected" in alert_call[0][1]
-
-        report_call = mock_slack.call_args_list[1]
-        assert "123456789" in str(report_call)
-        assert report_call[1]["enable_code_block_wrapping"] is True
-
-
-def test_generate_and_publish_stale_metadata_report_no_stale_data():
-    """Test main workflow when no stale metadata is detected."""
-    with (
-        patch("metadata_service.stale_metadata_report.STALE_REPORT_CHANNEL", "123456789"),
-        patch("metadata_service.stale_metadata_report.PUBLISH_UPDATE_CHANNEL", "987654321"),
-        patch("metadata_service.stale_metadata_report._get_latest_metadata_versions_on_github") as mock_github,
-        patch("metadata_service.stale_metadata_report._get_latest_metadata_entries_on_gcs") as mock_gcs,
-        patch("metadata_service.stale_metadata_report.send_slack_message", return_value=(True, None)) as mock_slack,
-    ):
-        mock_github.return_value = {"connector-a": "1.0.0", "connector-b": "1.5.0"}
-        mock_gcs.return_value = {"connector-a": "1.0.0", "connector-b": "1.5.0"}
-
-        result = generate_and_publish_stale_metadata_report("test-bucket")
-
-        assert result == (True, None)
-        mock_slack.assert_called_once()
-
-        success_call = mock_slack.call_args_list[0]
-        assert "987654321" in str(success_call)
-        assert "No stale metadata" in success_call[0][1]
-
-
-def test_generate_and_publish_stale_metadata_report_large_stale_report():
-    """Test main workflow with a large number of stale connectors."""
-    large_github_data = {f"airbyte/connector-{i:04d}": f"2.{i % 10}.0" for i in range(100)}
-    large_gcs_data = {f"airbyte/connector-{i:04d}": f"1.{i % 10}.0" for i in range(100)}
-
-    with (
-        patch("metadata_service.stale_metadata_report._get_latest_metadata_versions_on_github") as mock_github,
-        patch("metadata_service.stale_metadata_report._get_latest_metadata_entries_on_gcs") as mock_gcs,
-        patch("metadata_service.stale_metadata_report.send_slack_message", return_value=(True, None)) as mock_slack,
-        patch("pandas.DataFrame.to_markdown") as mock_to_markdown,
-        patch("metadata_service.stale_metadata_report.STALE_REPORT_CHANNEL", "123456789"),
-        patch("metadata_service.stale_metadata_report.PUBLISH_UPDATE_CHANNEL", "987654321"),
-    ):
-        mock_github.return_value = large_github_data
-        mock_gcs.return_value = large_gcs_data
-        mock_to_markdown.return_value = "Large markdown table with 100 stale connectors..."
-
-        result = generate_and_publish_stale_metadata_report("test-bucket")
-
-        assert result == (True, None)
-        assert mock_slack.call_count == 2
-
-        alert_call = mock_slack.call_args_list[0]
-        assert "123456789" in str(alert_call)
-        assert "Stale metadata detected" in alert_call[0][1]
-
-        report_call = mock_slack.call_args_list[1]
-        assert "123456789" in str(report_call)
-        assert report_call[1]["enable_code_block_wrapping"] is True
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_transform.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_transform.py
deleted file mode 100644
index 47d056808104..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_transform.py
+++ /dev/null
@@ -1,89 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pathlib
-
-import yaml
-
-from metadata_service.models import transform
-from metadata_service.models.generated.ConnectorMetadataDefinitionV0 import ConnectorMetadataDefinitionV0
-
-
-def get_all_dict_key_paths(dict_to_traverse, key_path=""):
-    """Get all paths to keys in a dict.
-
-    Args:
-        dict_to_traverse (dict): A dict.
-
-    Returns:
-        list: List of paths to keys in the dict. e.g ["data.name", "data.version", "data.meta.url""]
-    """
-    if not isinstance(dict_to_traverse, dict):
-        return [key_path]
-
-    key_paths = []
-    for key, value in dict_to_traverse.items():
-        new_key_path = f"{key_path}.{key}" if key_path else key
-        key_paths += get_all_dict_key_paths(value, new_key_path)
-
-    return key_paths
-
-
-def have_same_keys(dict1, dict2, omitted_keys=None):
-    """Check if two dicts have the same keys, ignoring specified keys in the second dict.
-
-    Args:
-        dict1 (dict): A dict.
-        dict2 (dict): A dict.
-        omitted_keys (list, optional): List of keys to ignore in dict2.
-
-    Returns:
-        tuple: (bool, list) - True if the dicts have the same keys (considering omissions),
-               and a list of keys that are different or omitted.
-    """
-    if omitted_keys is None:
-        omitted_keys = []
-
-    keys1 = set(get_all_dict_key_paths(dict1))
-    keys2 = set(get_all_dict_key_paths(dict2))
-
-    # Determine the difference in keys
-    different_keys = list(keys1.symmetric_difference(keys2))
-
-    # Remove omitted keys
-    different_keys = [key for key in different_keys if key not in omitted_keys]
-
-    return len(different_keys) == 0, different_keys
-
-
-def test_transform_to_json_does_not_mutate_keys(valid_metadata_upload_files, valid_metadata_yaml_files):
-    all_valid_metadata_files = valid_metadata_upload_files + valid_metadata_yaml_files
-
-    fields_with_defaults = [
-        "data.supportsRefreshes",
-        "data.supportsFileTransfer",
-        "data.supportsDataActivation",
-        "data.releases.rolloutConfiguration.enableProgressiveRollout",
-        "data.releases.rolloutConfiguration.initialPercentage",
-        "data.releases.rolloutConfiguration.maxPercentage",
-        "data.releases.rolloutConfiguration.advanceDelayMinutes",
-        "data.releases.breakingChanges.2.0.0.deadlineAction",
-        "data.ab_internal.isEnterprise",
-        "data.ab_internal.requireVersionIncrementsInPullRequests",
-    ]
-
-    for file_path in all_valid_metadata_files:
-        metadata_file_path = pathlib.Path(file_path)
-        original_yaml_text = metadata_file_path.read_text()
-
-        metadata_yaml_dict = yaml.safe_load(original_yaml_text)
-        metadata = ConnectorMetadataDefinitionV0.parse_obj(metadata_yaml_dict)
-        metadata_json_dict = transform.to_json_sanitized_dict(metadata)
-
-        new_yaml_text = yaml.safe_dump(metadata_json_dict, sort_keys=False)
-        new_yaml_dict = yaml.safe_load(new_yaml_text)
-
-        # assert same keys in both dicts, deep compare, and that the values are the same
-        is_same, different_keys = have_same_keys(metadata_yaml_dict, new_yaml_dict, fields_with_defaults)
-        assert is_same, f"Different keys found: {different_keys}"
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_validators/__init__.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_validators/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/metadata_service/lib/tests/test_validators/test_metadata_validators.py b/airbyte-ci/connectors/metadata_service/lib/tests/test_validators/test_metadata_validators.py
deleted file mode 100644
index 29c686def430..000000000000
--- a/airbyte-ci/connectors/metadata_service/lib/tests/test_validators/test_metadata_validators.py
+++ /dev/null
@@ -1,158 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import pytest
-import requests
-import semver
-import yaml
-
-from metadata_service.docker_hub import get_latest_version_on_dockerhub
-from metadata_service.models.generated.ConnectorMetadataDefinitionV0 import ConnectorMetadataDefinitionV0
-from metadata_service.validators import metadata_validator
-
-
-@pytest.fixture
-def metadata_definition():
-    return ConnectorMetadataDefinitionV0.parse_obj(
-        {
-            "data": {
-                "ab_internal": {"ql": 300, "sl": 100},
-                "allowedHosts": {"hosts": []},
-                "connectorBuildOptions": {
-                    "baseImage": "docker.io/airbyte/python-connector-base:2.0.0@sha256:c44839ba84406116e8ba68722a0f30e8f6e7056c726f447681bb9e9ece8bd916"
-                },
-                "connectorSubtype": "api",
-                "connectorType": "source",
-                "definitionId": "dfd88b22-b603-4c3d-aad7-3701784586b1",
-                "dockerImageTag": "6.2.18-rc.1",
-                "dockerRepository": "airbyte/source-faker",
-                "documentationUrl": "https://docs.airbyte.com/integrations/sources/faker",
-                "githubIssueLabel": "source-faker",
-                "icon": "faker.svg",
-                "license": "MIT",
-                "name": "Sample Data (Faker)",
-                "registryOverrides": {"cloud": {"enabled": True}, "oss": {"enabled": True}},
-                "releaseStage": "beta",
-                "releases": {
-                    "rolloutConfiguration": {"enableProgressiveRollout": True},
-                    "breakingChanges": {
-                        "4.0.0": {"message": "This is a breaking change message", "upgradeDeadline": "2023-07-19"},
-                        "5.0.0": {
-                            "message": "ID and products.year fields are changing to be integers instead of floats.",
-                            "upgradeDeadline": "2023-08-31",
-                        },
-                        "6.0.0": {"message": "Declare 'id' columns as primary keys.", "upgradeDeadline": "2024-04-01"},
-                    },
-                },
-                "remoteRegistries": {"pypi": {"enabled": True, "packageName": "airbyte-source-faker"}},
-                "resourceRequirements": {
-                    "jobSpecific": [{"jobType": "sync", "resourceRequirements": {"cpu_limit": "4.0", "cpu_request": "1.0"}}]
-                },
-                "suggestedStreams": {"streams": ["users", "products", "purchases"]},
-                "supportLevel": "community",
-                "tags": ["language:python", "cdk:python"],
-                "connectorTestSuitesOptions": [
-                    {
-                        "suite": "liveTests",
-                        "testConnections": [{"name": "faker_config_dev_null", "id": "73abc3a9-3fea-4e7c-b58d-2c8236464a95"}],
-                    },
-                    {"suite": "unitTests"},
-                    {
-                        "suite": "acceptanceTests",
-                        "testSecrets": [
-                            {
-                                "name": "SECRET_SOURCE-FAKER_CREDS",
-                                "fileName": "config.json",
-                                "secretStore": {"type": "GSM", "alias": "airbyte-connector-testing-secret-store"},
-                            }
-                        ],
-                    },
-                ],
-            },
-            "metadataSpecVersion": "1.0",
-        }
-    )
-
-
-@pytest.mark.slow
-@pytest.mark.parametrize(
-    "latest_version, current_version,should_pass_validation",
-    [("1.0.0", "0.1.0", False), ("1.0.0", "1.0.0", True), ("1.0.0", "1.1.0", True)],
-)
-def test_validate_docker_image_tag_is_not_decremented(mocker, metadata_definition, latest_version, current_version, should_pass_validation):
-    mocker.patch.object(metadata_validator, "get_latest_version_on_dockerhub", return_value=latest_version)
-    metadata_definition.data.dockerImageTag = current_version
-    passed_validation, _ = metadata_validator.validate_docker_image_tag_is_not_decremented(metadata_definition, None)
-    assert passed_validation == should_pass_validation
-
-
-@pytest.fixture
-def current_version(metadata_definition):
-    return metadata_definition.data.dockerImageTag
-
-
-@pytest.fixture
-def decremented_version(current_version):
-    version_info = semver.VersionInfo.parse(current_version)
-    if version_info.major > 0:
-        patched_version_info = version_info.replace(major=version_info.major - 1)
-    elif version_info.minor > 0:
-        patched_version_info = version_info.replace(major=version_info.minor - 1)
-    elif version_info.patch > 0:
-        patched_version_info = version_info.replace(patch=version_info.patch - 1)
-    else:
-        raise ValueError(f"Version {version_info} can't be decremented to prepare our test")
-    return str(patched_version_info)
-
-
-@pytest.fixture
-def incremented_version(current_version):
-    version_info = semver.VersionInfo.parse(current_version)
-    if version_info.major > 0:
-        patched_version_info = version_info.replace(major=version_info.major + 1)
-    elif version_info.minor > 0:
-        patched_version_info = version_info.replace(major=version_info.minor + 1)
-    elif version_info.patch > 0:
-        patched_version_info = version_info.replace(patch=version_info.patch + 1)
-    else:
-        raise ValueError(f"Version {version_info} can't be incremented to prepare our test")
-    return str(patched_version_info)
-
-
-@pytest.mark.slow
-def test_validation_fail_on_docker_image_tag_decrement(metadata_definition, decremented_version):
-    current_version = metadata_definition.data.dockerImageTag
-
-    metadata_definition.data.dockerImageTag = decremented_version
-    success, error_message = metadata_validator.validate_docker_image_tag_is_not_decremented(metadata_definition, None)
-    assert not success
-    expected_prefix = f"The dockerImageTag value ({decremented_version}) can't be decremented: it should be equal to or above"
-    assert error_message.startswith(expected_prefix), error_message
-
-
-@pytest.mark.slow
-def test_validation_pass_on_docker_image_tag_increment(metadata_definition, incremented_version):
-    metadata_definition.data.dockerImageTag = incremented_version
-    success, error_message = metadata_validator.validate_docker_image_tag_is_not_decremented(metadata_definition, None)
-    assert success
-    assert error_message is None
-
-
-@pytest.mark.slow
-def test_validation_pass_on_same_docker_image_tag(mocker, metadata_definition):
-    mocker.patch.object(metadata_validator, "get_latest_version_on_dockerhub", return_value=metadata_definition.data.dockerImageTag)
-    success, error_message = metadata_validator.validate_docker_image_tag_is_not_decremented(metadata_definition, None)
-    assert success
-    assert error_message is None
-
-
-@pytest.mark.slow
-def test_validation_pass_on_docker_image_no_latest(capsys, metadata_definition):
-    metadata_definition.data.dockerRepository = "airbyte/unreleased"
-    success, error_message = metadata_validator.validate_docker_image_tag_is_not_decremented(metadata_definition, None)
-    captured = capsys.readouterr()
-    assert (
-        "https://registry.hub.docker.com/v2/repositories/airbyte/unreleased/tags returned a 404. The connector might not be released yet."
-        in captured.out
-    )
-    assert success
-    assert error_message is None
diff --git a/airbyte-ci/connectors/pipelines/.gitignore b/airbyte-ci/connectors/pipelines/.gitignore
deleted file mode 100644
index d17bbbefa193..000000000000
--- a/airbyte-ci/connectors/pipelines/.gitignore
+++ /dev/null
@@ -1,2 +0,0 @@
-pipeline_reports
-.venv
diff --git a/airbyte-ci/connectors/pipelines/CONTRIBUTING.md b/airbyte-ci/connectors/pipelines/CONTRIBUTING.md
deleted file mode 100644
index 5b0549ca0d85..000000000000
--- a/airbyte-ci/connectors/pipelines/CONTRIBUTING.md
+++ /dev/null
@@ -1,366 +0,0 @@
-## What is `airbyte-ci`?
-
-`airbyte-ci` is a CLI written as a python package which is made to execute CI operations on the `airbyte` repo. It is heavily using the [Dagger](https://dagger.cloud/) library to build and orchestrate Docker containers programatically. It enables a centralized and programmatic approach at executing CI logics which can seamlessly run both locally and in remote CI environments.
-
-You can read more why we are using Dagger and the benefit it has provided in this [blog post](https://dagger.io/blog/airbyte-use-case)
-
-## When is a contribution to `airbyte-ci` a good fit for your use case?
-
-- When you want to make global changes to connectors artifacts and build logic.
-- When you want to execute something made to run both in CI or for local development. As airbyte-ci logic relies on container orchestration you can have reproducible environment and execution both locally and in a remote CI environment.
-- When you want to orchestrate the tests and release of an internal package in CI.
-
-## Who can I ask help from?
-
-The tool has been maintained by multiple Airbyters.
-Our top contributors who can help you figuring the best approach to implement your use case are:
-
-- [@alafanechere](https://github.com/alafanechere).
-- [@postamar](https://github.com/postamar)
-- [@erohmensing](https://github.com/erohmensing)
-- [@bnchrch](https://github.com/bnchrch)
-- [@stephane-airbyte](https://github.com/stephane-airbyte)
-
-## Where is the code?
-
-The code is currently available in the `airbytehq/airbyte` repo under [ `airbyte-ci/connectors/pipelines` ](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines)
-
-## What use cases it currently supports
-
-According to your need you might want to introduce a new logic to an existing flow or create a new one.
-Here are the currently supported use cases. Feel free to grab them as example if you want to craft a new flow, or modify an existing one. If you are not sure about which direction to take feel free to ask advices (see [*Who Can I ask help?*](## Who can I ask help from?) from section).
-
-| Command group                                                                                                                                     | Feature                                                  | Command                                       | Entrypoint path                                                                                                                                                                                                                                 |
-| ------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------- | --------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Running test suites connectors                           | `airbyte-ci connectors test`                  | [`airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/commands.py)                         |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Building connectors                                      | `airbyte-ci connectors build`                 | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/build_image/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/commands.py)                     |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Publishing connectors                                    | `airbyte-ci connectors publish`               | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/publish/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/commands.py)                             |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Bumping connectors versions                              | `airbyte-ci connectors bump_version`          | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/bump_version/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/commands.py)                   |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Listing connectors                                       | `airbyte-ci connectors list`                  | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/list/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/commands.py)                                   |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Migrate a connector to use our base image                | `airbyte-ci connectors migrate_to_base_image` | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/migrate_to_base_image/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_base_image/commands.py) |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Migrate a connector to use `poetry` as a package manager | `airbyte-ci connectors migrate_to_poetry`     | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/migrate_to_poetry/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_poetry/commands.py)         |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Upgrade the base image used by a connector               | `airbyte-ci connectors upgrade_base_image`    | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/upgrade_base_image/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_base_image/commands.py)       |
-| [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) | Upgrade the CDK version used by a connector              | `airbyte-ci connectors upgrade_cdk`           | [`airbyte-ci/connectors/pipelines/airbyte_ci/connectors/upgrade_cdk/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/commands.py)                     |
-| [`format`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/format/commands.py#L32)          | Check that the full repo is correctly formatted          | `airbyte-ci format check all`                 | [`airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/format/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/format/commands.py#L78)                                       |
-| [`format`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/format/commands.py#L32)          | Format the whole repo                                    | `airbyte-ci format fix all`                   | [`airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/format/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/format/commands.py#L101)                                      |
-| [`test`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/commands.py#L107)             | Run tests on internal poetry packages                    | `airbyte-ci test`                             | [`airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/commands.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/commands.py#L107)                                          |
-| [`poetry`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/commands.py#L33)          | Publish a poetry package to PyPi                         | `airbyte-ci poetry publish`                   | [`airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/commands.py`](https:github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/commands.py#L69)                         |
-
-## How to install the package for development
-
-There are multiple way to have dev install of the tool. Feel free to grab the one you prefer / which works for you.
-**Please note that all the install mode lead to an editable install. There's no need to re-install the tool following a code change**.
-
-### System requirements
-
-- `Python` > 3.10
-- [`Poetry`](https://python-poetry.org/) or [`pipx`](https://github.com/pypa/pipx)
-
-### Installation options
-
-There are many ways to install Python tools / packages.
-
-For most users we recommend you use `make` but `pipx` and `poetry` are also viable options
-
-#### With `make`
-
-```bash
- # From airbyte repo root:
- make tools.airbyte-ci-dev.install
-```
-
-#### With `pipx`
-
-```bash
-# From airbyte-ci/connectors/pipelines:
-pipx install --editable --force .
-```
-
-#### With `poetry`
-
-⚠️ This places you in a python environment specific to airbyte-ci. This can be a problem if you are developing airbyte-ci and testing/using your changes in another python project.
-
-```bash
-# From airbyte-ci/connectors/pipelines
-poetry install
-poetry shell
-```
-
-## Main libraries used in the tool
-
-### [Click](https://click.palletsprojects.com/en/8.1.x/)
-
-This is a python light CLI framework we use to declare entrypoint. You'll interact with it if you have to deal with commands, command groups, option, arguments etc.
-
-### [Dagger](https://dagger-io.readthedocs.io/en/sdk-python-v0.9.6/)
-
-This is an SDK to build, execute and interact with Docker containers in Python. It's basically a nice API on top of [BuildKit](https://docs.docker.com/build/buildkit/). We use containers to wrap the majority of `airbyte-ci` operations as it allows us to:
-
-- Execute language agnostic operations: you can execute bash commands, gradle tasks, etc. in containers with Python. Pure magic!
-- Benefit from caching by default. You can consider a Dagger operation a "line in a Dockerfile". Each operation is cached by BuildKit if the inputs of the operation did not change.
-- As Dagger exposes async APIs we can easily implement concurrent logic. This is great for performance.
-
-**Please note that we are currently using v0.9.6 of Dagger. The library is under active development so please refer to [this specific version documentation](https://dagger-io.readthedocs.io/en/sdk-python-v0.9.6/) if you want an accurate view of the available APIs.**
-
-### [anyio](https://anyio.readthedocs.io/en/stable/basics.html) / [asyncer](https://asyncer.tiangolo.com/)
-
-As Dagger exposes async APIs we use `anyio` (and the `asyncer` wrapper sometimes) to benefit from [structured concurrency](https://en.wikipedia.org/wiki/Structured_concurrency).
-**Reading the docs of these libraries is a must if you want to declare concurrent logics.**
-
-## Design principles
-
-_The principles set out below are ideals, but the first iterations on the project did not always respect them. Don't be surprised if you see code that contradicts what we're about to say (tech debt...)._
-
-### `airbyte-ci` is _just_ an orchestrator
-
-Ideally the steps declared in airbyte-ci pipeline do not contain any business logic themselves. They call external projects, within containers, which contains the business logic.
-
-Following this principles will help in decoupling airbyte-ci from other project and make it agnostic from business logics that can quickly evolve. Not introducing business logic to the tool encourages abstraction efforts that can lead to future leverage.
-
-Maintaining business logic in smaller projects also increases velocity, as introducing a new logic would not require changing airbyte-ci and, which is already a big project in terms of code lines.
-
-#### Good examples of this principle
-
-- `connectors-qa`: We want to run specific static checks on all our connectors: we introduced a specific python package ([`connectors-qa`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/README.md#L1))which declares and run the checks on connectors. We orchestrate the run of this package inside the [QaChecks](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/common.py#L122) step. This class is just aware of the tool location, its entry point, and what has to be mounted to the container for the command to run.
-- Internal package testing: We expose an `airbyte-ci test` command which can run a CI pipeline on an internal poetry package. The pipeline logic is declared at the package level with `poe` tasks in the package `pyproject.toml`. `airbyte-ci` is made aware about what is has to run by parsing the content of the `[tool.airbyte_ci]` section of the `pyproject.toml`file. [Example](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/ci_credentials/pyproject.toml#L35)
-
-### No command or pipeline should be language specific
-
-We oftentimes have to introduce new flows for connectors / CDK. Even if the need for this flow is currently only existing for a specific connector language (Python / Java), we should build language agnostic command and pipelines. The language specific implementation should come at the most downstream level of the pipeline and we should leverage factory like patterns to get language agnostic pipelines.
-
-#### Good example of this principle: our build command
-
-The `airbyte-ci connectors build` command can build multiple connectors of different languages in a single execution.
-The higher level [`run_connector_build_pipeline` function](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/__init__.py#L36) is connector language agnostic and calls connector language specific sub pipelines according to the connector language.
-We have per-language submodules in which language specific `BuildConnectorImages` classes are implemented:
-
-- [`python_connectors.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/python_connectors.py)
-- [`java_connectors.py`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/java_connectors.py#L14)
-
-### Pipelines are functions, steps are classes
-
-A pipeline is a function:
-
-- instantiating and running steps
-- collecting step results and acting according to step results
-- returning a report
-
-A step is a class which inheriting from the `Step` base class:
-
-- Can be instantiated with parameters
-- Has a `_run` method which:
-  - Performs one or multiple operations according to input parameter and context values
-  - Returns a `StepResult` which can have a `succeeded`, `failed` or `skipped` `StepStatus`
-
-**Steps should ideally not call other steps and the DAG of steps can be understand by reading the pipeline function.**
-
-#### Step examples:
-
-- [`PytestStep`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py#L29)
-- [`GradleTask`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/gradle.py#L21)
-
-#### Pipelines examples:
-
-- [`run_connector_publish_pipeline`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/pipeline.py#L296)
-- [`run_connector_test_pipeline`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/pipeline.py#L48)
-
-## Main classes
-
-### [`PipelineContext`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/models/contexts/pipeline_context.py#L33) (and [`ConnectorContext`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/context.py#L33), [`PublishConnectorContext`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/context.py#L19))
-
-Pipeline contexts are instantiated on each command execution and produced according to the CLI inputs. We populate this class with global configuration, helpers and attributes that are accessed during pipeline and step execution.
-
-It has, for instance, the following attributes:
-
-- The dagger client
-- The list of modified files on the branch
-- A `connector` attribute
-- A `get_connector_dir` method to interact with the connector
-- Global secrets to connect to protected resources
-- A `is_ci` attribute to know if the current execution is a local or CI one.
-
-We use `PipelineContext` with context managers so that we can easily handle setup and teardown logic of context (like producing a `Report`)
-
-### [`Step`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/models/steps.py#L189)
-
-`Step` is an abstract class. It is meant to be inherited for implementation of pipeline steps which are use case specific. `Step` exposes a public `run` method which calls a private `_run` method wrapped with progress logger and a retry mechanism.
-
-When declaring a `Step` child class you are expected to:
-
-- declare a `title` attribute or `property`
-- implement the `_run` method which should return a `StepResult` object. You are free to override the `Step` methods if needed.
-
-### [`Result` / `StepResult`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/models/steps.py#L86)
-
-The `Result` class (and its subclasses) are meant to characterize the result of a `Step` execution.
-`Result` objects are build with:
-
-- `StepStatus` (success/failure/skipped)
-- `stderr`: The standard error of the operation execution
-- `stdout` : The standard output of the operation execution
-- `excinfo`: An Exception instance if you want to handle an operation error
-- `output`: Any object you'd like to attach to the result for reuse in other Steps
-- `artifacts`: Any object produced by the Step that you'd like to attach to the `Report`
-
-### [`Report`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/models/reports.py#L34)
-
-A `Report` object is instantiated on `PipelineContext` teardown with a collection of step results. It is meant to persists execution results as json / html locally and in remote storage to share them with users or other automated processes.
-
-## Github Action orchestration
-
-A benefit of declaring CI logic in a centralized python package is that our CI logic can be agnostic from the CI platform it runs on. We are currently using GitHub actions. This section will explain how we run `airbyte-ci` in GitHub actions.
-
-### Multiple workflows re-using the same actions
-
-Each CI use case has its own Github Action worfklow:
-
-- [Connector testing](https://github.com/airbytehq/airbyte/blob/master/.github/workflows/connectors_tests.yml#L1)
-- [Connector publish](https://github.com/airbytehq/airbyte/blob/master/.github/workflows/publish_connectors.yml#L1)
-- [Internal package testing](https://github.com/airbytehq/airbyte/blob/master/.github/workflows/airbyte-ci-tests.yml#L1)
-- etc.
-
-They all use the [`run-airbyte-ci` re-usable action](https://github.com/airbytehq/airbyte/blob/master/.github/actions/run-airbyte-ci/action.yml#L1)to which they provide the `airbyte-ci` command the workflow should run and other environment specific options.
-
-The `run-airbyte-ci` action does the following:
-
-- [Pull Dagger image and install airbyte-ci from binary (or sources if the tool was changed on the branch)](https://github.com/airbytehq/airbyte/blob/master/.github/actions/run-airbyte-ci/action.yml#L105)
-- [Run the airbyte-ci command passed as an input with other options also passed as inputs](https://github.com/airbytehq/airbyte/blob/main/.github/actions/run-airbyte-ci/action.yml#L111)
-
-## A full example: breaking down the execution flow of a connector test pipeline
-
-Let's describe and follow what happens when we run:
-`airbyte-ci connectors --modified test`
-
-**This command is meant to run tests on connectors that were modified on the branch.**
-Let's assume I modified the `source-faker` connector.
-
-### 1. The `airbyte-ci` command group
-
-On command execution the [`airbyte-ci` command group](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/cli/airbyte_ci.py#L186) acts as the main entrypoint. It is:
-
-- Provisioning the click context object with options values, that can be accessed in downstream commands.
-- Checking if the local docker configuration is correct
-- Wrapping the command execution with `dagger run` to get their nice terminal UI (unless `--disable-dagger-run` is passed)
-
-### 2. The `connectors` command subgroup
-
-After passing through the top level command group, click dispatches the command execution to the [`connectors`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py#L237) command subgroup.
-It continues to populate the click context with other connectors specific options values which will be consumed by the final `test` command.
-**It also computes the list of modified files on the branch and attach this list to the click context.** The `get_modified_files` function basically performs a `git diff` between the current branch and the `--diffed-branch` .
-
-### 3. Reaching the `test` command
-
-After going through the command groups we finally reach the actual command the user wants to execute: the [`test` command](https://github.com/airbytehq/airbyte/blob/main/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/commands.py#L72).
-
-This function:
-
-- Sends a pending commit status check to Github when we are running in CI
-- Determines which steps should be skipped or kept according to user inputs (by building a `RunStepOptions` object)
-- Instantiate one `ConnectorContext` per connector under test: we only modified `source-faker` so we'll have a single `ConnectorContext` to work with.
-- Call `run_connectors_pipelines` with the `ConnectorContext`s and
-
-#### 4. Globally dispatching pipeline logic in `run_connectors_pipeline`
-
-[`run_connectors_pipeline`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pipeline.py#L83) gets called with all the `ConnectorContext` produced according to the user inputs and a callable which captures the pipeline logic: `run_connector_test_pipeline`.
-`run_connectors_pipeline`, as its taking a pipeline callable, it has no specific pipeline logic.
-
-This function:
-
-- Instantiates the dagger client
-- Create a task group to concurrently run the pipeline callable: we'd concurrently run test pipeline on multiple connectors if multiple connectors were modified.
-- The concurrency of the pipeline is control via a semaphore object.
-
-#### 5. Actually running the pipeline in [`run_connector_test_pipeline`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/pipeline.py#L48)
-
-_Reminder: this function is called for each connector selected for testing. It takes a `ConnectorContext` and a `Semaphore` as inputs._
-
-The specific steps to run in the pipeline for a connector is determined by the output of the [`get_test_steps`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/pipeline.py#L32) function which is building a step tree according to the connector language.
-
-**You can for instance check the declared step tree for python connectors [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py#L249).**:
-
-```python
-def get_test_steps(context: ConnectorContext) -> STEP_TREE:
-    """
-    Get all the tests steps for a Python connector.
-    """
-    return [
-        [StepToRun(id=CONNECTOR_TEST_STEP_ID.BUILD, step=BuildConnectorImages(context))],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.UNIT,
-                step=UnitTests(context),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            )
-        ],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INTEGRATION,
-                step=IntegrationTests(context),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.PYTHON_CLI_VALIDATION,
-                step=PyAirbyteValidation(context),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.ACCEPTANCE,
-                step=AcceptanceTests(context, context.concurrent_cat),
-                args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-        ],
-    ]
-```
-
-After creating the step tree (a.k.a a _DAG_) it enters the `Semaphore` and `PipelineContext` context manager to execute the steps to run with `run_steps`. `run_steps` executes steps concurrently according to their dependencies.
-
-Once the steps are executed we get step results. We can build a `ConnectorReport` from these results. The report is finally attached to the `context` so that it gets persisted on `context` teardown.
-
-```python
-async def run_connector_test_pipeline(context: ConnectorContext, semaphore: anyio.Semaphore) -> ConnectorReport:
-    """
-    Compute the steps to run for a connector test pipeline.
-    """
-    all_steps_to_run: STEP_TREE = []
-
-    all_steps_to_run += get_test_steps(context)
-
-    if not context.code_tests_only:
-        static_analysis_steps_to_run = [
-            [
-                StepToRun(id=CONNECTOR_TEST_STEP_ID.VERSION_INC_CHECK, step=VersionIncrementCheck(context)),
-                StepToRun(id=CONNECTOR_TEST_STEP_ID.QA_CHECKS, step=QaChecks(context)),
-            ]
-        ]
-        all_steps_to_run += static_analysis_steps_to_run
-
-    async with semaphore:
-        async with context:
-            result_dict = await run_steps(
-                runnables=all_steps_to_run,
-                options=context.run_step_options,
-            )
-
-            results = list(result_dict.values())
-            report = ConnectorReport(context, steps_results=results, name="TEST RESULTS")
-            context.report = report
-
-        return report
-```
-
-#### 6. `ConnectorContext` teardown
-
-Once the context manager is exited (when we exit the `async with context` block) the [`ConnectorContext.__aexit__` function is executed](https://github.com/airbytehq/airbyte/blob/main/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/context.py#L237)
-
-This function:
-
-- Determines the global success or failure state of the pipeline according to the StepResults
-- Uploads connector secrets back to GSM if they got updated
-- Persists the report to disk
-- Prints the report to the console
-- Uploads the report to remote storage if we're in CI
-- Updates the per connector commit status check
diff --git a/airbyte-ci/connectors/pipelines/README.md b/airbyte-ci/connectors/pipelines/README.md
deleted file mode 100644
index 9df54aa7443b..000000000000
--- a/airbyte-ci/connectors/pipelines/README.md
+++ /dev/null
@@ -1,1249 +0,0 @@
-# Airbyte CI CLI
-
-## What is it?
-
-`airbyte-ci` is a command line interface to run CI/CD pipelines. The goal of this CLI is to offer
-developers a tool to run these pipelines locally and in a CI context with the same guarantee. It can
-prevent unnecessary commit -> push cycles developers typically go through when they when to test
-their changes against a remote CI. This is made possible thanks to the use of
-[Dagger](https://dagger.io), a CI/CD engine relying on Docker Buildkit to provide reproducible
-builds. Our pipeline are declared with Python code, the main entrypoint is
-[here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connector_ops/connector_ops/pipelines/commands/airbyte_ci.py).
-This documentation should be helpful for both local and CI use of the CLI. We indeed
-[power connector testing in the CI with this CLI](https://github.com/airbytehq/airbyte/blob/master/.github/workflows/connector_integration_test_single_dagger.yml#L78).
-
-## How to install
-
-### Requirements
-
-- A running Docker engine with version >= 20.10.23
-
-## Install or Update
-
-The recommended way to install `airbyte-ci` is using the [Makefile](../../../Makefile).
-
-```sh
-# from the root of the airbyte repository
-make tools.airbyte-ci.install
-```
-
-### Setting up connector secrets access
-
-If you plan to use Airbyte CI to run CAT (Connector Acceptance Tests), we recommend setting up GSM
-access so that Airbyte CI can pull remote secrets from GSM. For setup instructions, see the CI
-Credentials package (which Airbyte CI uses under the hood) README's
-[Get GSM Access](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/ci_credentials/README.md#get-gsm-access)
-instructions.
-
-### Updating the airbyte-ci tool
-
-To reinstall airbyte-ci, run the following command:
-
-```sh
-airbyte-ci update
-```
-
-or if that fails, you can reinstall it with the following command:
-
-```sh
-# from the root of the airbyte repository
-make tools.airbyte-ci.install
-```
-
-## Checking the airbyte-ci install
-
-To check that airbyte-ci is installed correctly, run the following command:
-
-```sh
-make tools.airbyte-ci.check
-```
-
-## Cleaning the airbyte-ci install
-
-To clean the airbyte-ci install, run the following command:
-
-```sh
-make tools.airbyte-ci.clean
-```
-
-## Disabling telemetry
-
-We collect anonymous usage data to help improve the tool. If you would like to disable this, you can
-set the `AIRBYTE_CI_DISABLE_TELEMETRY` environment variable to `true`.
-
-## Installation for development
-
-#### Pre-requisites
-
-- Poetry >= 1.1.8
-- Python >= 3.10
-
-#### Installation
-
-If you are developing on pipelines, we recommend installing airbyte-ci with poetry:
-
-```bash
-cd airbyte-ci/connectors/pipelines/
-poetry install
-poetry env activate
-cd ../../
-```
-
-**Alternatively**, you can install airbyte-ci with pipx so that the entrypoint is available in your
-PATH:
-
-```bash
-make tools.airbyte-ci.install
-```
-
-However, this will not automatically install the dependencies for the local dependencies of
-airbyte-ci, or respect the lockfile.
-
-Its often best to use the `poetry` steps instead.
-
-#### Running Tests
-
-From `airbyte-ci/connectors/pipelines`:
-
-```bash
-poetry run pytest tests
-```
-
-You can also run a subset of tests:
-
-```bash
-poetry run pytest pipelines/models/steps.py
-```
-
-More options, such as running test by keyword matching, are available - see the
-[pytest CLI documentation](https://docs.pytest.org/en/6.2.x/usage.html) for all the available
-options.```
-
-#### Checking Code Format (Pipelines)
-
-```bash
-poetry run ruff check pipelines
-```
-
-## Commands reference
-
-At this point you can run `airbyte-ci` commands.
-
-- [Airbyte CI CLI](#airbyte-ci-cli)
-  - [What is it?](#what-is-it)
-  - [How to install](#how-to-install)
-    - [Requirements](#requirements)
-  - [Install or Update](#install-or-update)
-    - [Setting up connector secrets access](#setting-up-connector-secrets-access)
-    - [Updating the airbyte-ci tool](#updating-the-airbyte-ci-tool)
-  - [Checking the airbyte-ci install](#checking-the-airbyte-ci-install)
-  - [Cleaning the airbyte-ci install](#cleaning-the-airbyte-ci-install)
-  - [Disabling telemetry](#disabling-telemetry)
-  - [Installation for development](#installation-for-development)
-    - [Pre-requisites](#pre-requisites)
-    - [Installation](#installation)
-    - [Running Tests](#running-tests)
-    - [Checking Code Format (Pipelines)](#checking-code-format-pipelines)
-  - [Commands reference](#commands-reference)
-    - [`airbyte-ci` command group](#airbyte-ci-command-group)
-      - [Options](#options)
-    - [`connectors` command subgroup](#connectors-command-subgroup)
-      - [Options](#options-1)
-    - [`connectors list` command](#connectors-list-command)
-      - [Examples](#examples)
-    - [`connectors test` command](#connectors-test-command)
-      - [Examples](#examples-1)
-      - [What it runs](#what-it-runs)
-      - [Options](#options-2)
-      - [Extra parameters](#extra-parameters)
-    - [`connectors build` command](#connectors-build-command)
-      - [What it runs](#what-it-runs-1)
-    - [Options](#options-3)
-    - [`connectors publish` command](#connectors-publish-command)
-    - [Examples](#examples-2)
-    - [Options](#options-4)
-      - [What it runs](#what-it-runs-2)
-      - [Python registry publishing](#python-registry-publishing)
-    - [`connectors up-to-date` command](#connectors-up-to-date-command)
-    - [Examples](#examples-3)
-    - [Other things it could do](#other-things-it-could-do)
-    - [`connectors bump-version` command](#connectors-bump-version-command)
-    - [Examples](#examples-4)
-      - [Arguments](#arguments)
-    - [`connectors upgrade_cdk` command](#connectors-upgrade_cdk-command)
-    - [Examples](#examples-5)
-      - [Arguments](#arguments-1)
-    - [`connectors migrate-to-base-image` command](#connectors-migrate-to-base-image-command)
-      - [Examples](#examples-6)
-    - [`connectors migrate-to-poetry` command](#connectors-migrate-to-poetry-command)
-      - [Examples](#examples-7)
-    - [`connectors migrate-to-inline-schemas` command](#connectors-migrate-to-inline-schemas-command)
-      - [Examples](#examples-8)
-    - [`connectors pull-request` command](#connectors-pull-request-command)
-      - [Examples](#examples-9)
-    - [`format` command subgroup](#format-command-subgroup)
-    - [Options](#options-6)
-    - [Examples](#examples-10)
-    - [`format check all` command](#format-check-all-command)
-    - [`format fix all` command](#format-fix-all-command)
-    - [`poetry` command subgroup](#poetry-command-subgroup)
-    - [Options](#options-7)
-    - [Examples](#examples-11)
-    - [`publish` command](#publish-command)
-      - [Options](#options-8)
-    - [`metadata` command subgroup](#metadata-command-subgroup)
-    - [`metadata deploy orchestrator` command](#metadata-deploy-orchestrator-command)
-      - [Example](#example)
-      - [What it runs](#what-it-runs-3)
-    - [`tests` command](#tests-command)
-      - [Options](#options-9)
-      - [Examples](#examples-12)
-    - [`migrate-to-manifest-only` command](#migrate-to-manifest-only-command)
-      - [Examples](#examples-13)
-  - [Changelog](#changelog)
-  - [More info](#more-info)
-- [Troubleshooting](#troubleshooting)
-  - [Commands](#commands)
-    - [`make tools.airbyte-ci.check`](#make-toolsairbyte-cicheck)
-    - [`make tools.airbyte-ci.clean`](#make-toolsairbyte-ciclean)
-  - [Common issues](#common-issues)
-    - [`airbyte-ci` is not found](#airbyte-ci-is-not-found)
-  - [Development](#development)
-    - [`airbyte-ci` is not found](#airbyte-ci-is-not-found-1)
-    - [python3.10 not found](#python310-not-found)
-    - [Any type of pipeline failure](#any-type-of-pipeline-failure)
-
-### <a id="airbyte-ci-command-group"></a>`airbyte-ci` command group
-
-**The main command group option has sensible defaults. In local use cases you're not likely to pass
-options to the `airbyte-ci` command group.**
-
-#### Options
-
-| Option                                         | Default value                   | Mapped environment variable   | Description                                                                                 |
-| ---------------------------------------------- | ------------------------------- | ----------------------------- | ------------------------------------------------------------------------------------------- |
-| `--yes/--y`                                    | False                           |                               | Agrees to all prompts.                                                                      |
-| `--yes-auto-update/--no-auto-update`           | True                            |                               | Agrees to the auto update prompts.                                                          |
-| `--enable-update-check/--disable-update-check` | True                            |                               | Turns on the update check feature                                                           |
-| `--enable-dagger-run/--disable-dagger-run`     | `--enable-dagger-run`           |                               | Disables the Dagger terminal UI.                                                            |
-| `--is-local/--is-ci`                           | `--is-local`                    |                               | Determines the environment in which the CLI runs: local environment or CI environment.      |
-| `--git-branch`                                 | The checked out git branch name | `CI_GIT_BRANCH`               | The git branch on which the pipelines will run.                                             |
-| `--git-revision`                               | The current branch head         | `CI_GIT_REVISION`             | The commit hash on which the pipelines will run.                                            |
-| `--diffed-branch`                              | `master`                        |                               | Branch to which the git diff will happen to detect new or modified files.                   |
-| `--gha-workflow-run-id`                        |                                 |                               | GHA CI only - The run id of the GitHub action workflow                                      |
-| `--ci-context`                                 | `manual`                        |                               | The current CI context: `manual` for manual run, `pull-request`, `nightly_builds`, `master` |
-| `--pipeline-start-timestamp`                   | Current epoch time              | `CI_PIPELINE_START_TIMESTAMP` | Start time of the pipeline as epoch time. Used for pipeline run duration computation.       |
-| `--show-dagger-logs/--hide-dagger-logs`        | `--hide-dagger-logs`            |                               | Flag to show or hide the dagger logs.                                                       |
-
-### <a id="connectors-command-subgroup"></a>`connectors` command subgroup
-
-Available commands:
-
-- `airbyte-ci connectors test`: Run tests for one or multiple connectors.
-- `airbyte-ci connectors build`: Build docker images for one or multiple connectors.
-- `airbyte-ci connectors publish`: Publish a connector to Airbyte's DockerHub.
-
-#### Options
-
-| Option                                                         | Multiple | Default value                    | Mapped Environment Variable | Description                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
-| -------------------------------------------------------------- | -------- | -------------------------------- | --------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `--use-remote-secrets/--use-local-secrets`                     | False    |                                  |                             | If --use-remote-secrets, connectors configuration will be pulled from Google Secret Manager. Requires the `GCP_GSM_CREDENTIALS` environment variable to be set with a service account with permission to read GSM secrets. If --use-local-secrets the connector configuration will be read from the local connector `secrets` folder. If this flag is not used and a `GCP_GSM_CREDENTIALS` environment variable is set remote secrets will be used, local secrets will be used otherwise. |
-| `--name`                                                       | True     |                                  |                             | Select a specific connector for which the pipeline will run. Can be used multiple times to select multiple connectors. The expected name is the connector technical name. e.g. `source-pokeapi`                                                                                                                                                                                                                                                                                           |
-| `--support-level`                                              | True     |                                  |                             | Select connectors with a specific support level: `community`, `certified`. Can be used multiple times to select multiple support levels.                                                                                                                                                                                                                                                                                                                                                  |
-| `--metadata-query`                                             | False    |                                  |                             | Filter connectors by the `data` field in the metadata file using a [simpleeval](https://github.com/danthedeckie/simpleeval) query. e.g. 'data.ab_internal.ql == 200'                                                                                                                                                                                                                                                                                                                      |
-| `--use-local-cdk`                                              | False    | False                            |                             | Build with the airbyte-cdk from the local repository. " "This is useful for testing changes to the CDK.                                                                                                                                                                                                                                                                                                                                                                                   |
-| `--language`                                                   | True     |                                  |                             | Select connectors with a specific language: `python`, `low-code`, `java`. Can be used multiple times to select multiple languages.                                                                                                                                                                                                                                                                                                                                                        |
-| `--modified`                                                   | False    | False                            |                             | Run the pipeline on only the modified connectors on the branch or previous commit (depends on the pipeline implementation). Archived connectors are ignored.                                                                                                                                                                                                                                                                                                                              |
-| `--concurrency`                                                | False    | 5                                |                             | Control the number of connector pipelines that can run in parallel. Useful to speed up pipelines or control their resource usage.                                                                                                                                                                                                                                                                                                                                                         |
-| `--metadata-change-only/--not-metadata-change-only`            | False    | `--not-metadata-change-only`     |                             | Only run the pipeline on connectors with changes on their metadata.yaml file.                                                                                                                                                                                                                                                                                                                                                                                                             |
-| `--enable-dependency-scanning / --disable-dependency-scanning` | False    | ` --disable-dependency-scanning` |                             | When enabled the dependency scanning will be performed to detect the connectors to select according to a dependency change.                                                                                                                                                                                                                                                                                                                                                               |
-| `--docker-hub-username`                                        |          |                                  | DOCKER_HUB_USERNAME         | Your username to connect to DockerHub. Required for the publish subcommand.                                                                                                                                                                                                                                                                                                                                                                                                               |
-| `--docker-hub-password`                                        |          |                                  | DOCKER_HUB_PASSWORD         | Your password to connect to DockerHub. Required for the publish subcommand.                                                                                                                                                                                                                                                                                                                                                                                                               |
-
-### <a id="connectors-list-command"></a>`connectors list` command
-
-Retrieve the list of connectors satisfying the provided filters.
-
-#### Examples
-
-List all connectors:
-
-`airbyte-ci connectors list`
-
-List all connectors and write the output to a file:
-`airbyte-ci connectors list --output=connectors.json`
-
-List certified connectors:
-
-`airbyte-ci connectors --support-level=certified list`
-
-List connectors changed on the current branch:
-
-`airbyte-ci connectors --modified list`
-
-List connectors with a specific language:
-
-`airbyte-ci connectors --language=python list`
-
-List connectors with multiple filters:
-
-`airbyte-ci connectors --language=low-code --support-level=certified list`
-
-### <a id="connectors-test-command"></a>`connectors test` command
-
-Run a test pipeline for one or multiple connectors.
-
-#### Examples
-
-Test a single connector: `airbyte-ci connectors --name=source-pokeapi test`
-
-Test multiple connectors: `airbyte-ci connectors --name=source-pokeapi --name=source-bigquery test`
-
-Test certified connectors: `airbyte-ci connectors --support-level=certified test`
-
-Test connectors changed on the current branch: `airbyte-ci connectors --modified test`
-
-Run acceptance test only on the modified connectors, just run its full refresh tests:
-`airbyte-ci connectors --modified test --only-step="acceptance" --acceptance.-k=test_full_refresh`
-
-#### What it runs
-
-```mermaid
-flowchart TD
-    entrypoint[[For each selected connector]]
-    subgraph static ["Static code analysis"]
-      qa[Run QA checks]
-      sem["Check version follows semantic versioning"]
-      incr["Check version is incremented"]
-      metadata_validation["Run metadata validation on metadata.yaml"]
-      sem --> incr
-    end
-    subgraph tests ["Tests"]
-        build[Build connector docker image]
-        unit[Run unit tests]
-        integration[Run integration tests]
-        pyairbyte_validation[Python CLI smoke tests via PyAirbyte]
-        cat[Run connector acceptance tests]
-        secret[Load connector configuration]
-
-        unit-->secret
-        unit-->build
-        secret-->integration
-        secret-->cat
-        secret-->pyairbyte_validation
-        build-->integration
-        build-->cat
-    end
-    entrypoint-->static
-    entrypoint-->tests
-    report["Build test report"]
-    tests-->report
-    static-->report
-```
-
-#### Options
-
-| Option                                                  | Multiple | Default value | Description                                                                                                                                                                                              |
-| ------------------------------------------------------- | -------- | ------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `--skip-step/-x`                                        | True     |               | Skip steps by id e.g. `-x unit -x acceptance`                                                                                                                                                            |
-| `--only-step/-k`                                        | True     |               | Only run specific steps by id e.g. `-k unit -k acceptance`                                                                                                                                               |
-| `--fail-fast`                                           | False    | False         | Abort after any tests fail, rather than continuing to run additional tests. Use this setting to confirm a known bug is fixed (or not), or when you only require a pass/fail result.                      |
-| `--code-tests-only`                                     | True     | False         | Skip any tests not directly related to code updates. For instance, metadata checks, version bump checks, changelog verification, etc. Use this setting to help focus on code quality during development. |
-| `--concurrent-cat`                                      | False    | False         | Make CAT tests run concurrently using pytest-xdist. Be careful about source or destination API rate limits.                                                                                              |
-| `--<step-id>.<extra-parameter>=<extra-parameter-value>` | True     |               | You can pass extra parameters for specific test steps. More details in the extra parameters section below                                                                                                |
-| `--ci-requirements`                                     | False    |               |                                                                                                                                                                                                          | Output the CI requirements as a JSON payload. It is used to determine the CI runner to use.
-
-Note:
-
-- The above options are implemented for Java connectors but may not be available for Python
-  connectors. If an option is not supported, the pipeline will not fail but instead the 'default'
-  behavior will be executed.
-
-#### Extra parameters
-
-You can pass extra parameters to the following steps:
-
-- `unit`
-- `integration`
-- `acceptance`
-
-This allows you to override the default parameters of these steps. For example, you can only run the
-`test_read` test of the acceptance test suite with:
-`airbyte-ci connectors --name=source-pokeapi test --acceptance.-k=test_read` Here the `-k` parameter
-is passed to the pytest command running acceptance tests. Please keep in mind that the extra
-parameters are not validated by the CLI: if you pass an invalid parameter, you'll face a late
-failure during the pipeline execution.
-
-### <a id="connectors-build-command"></a>`connectors build` command
-
-Run a build pipeline for one or multiple connectors and export the built docker image to the local
-docker host. It's mainly purposed for local use.
-
-Build a single connector: `airbyte-ci connectors --name=source-pokeapi build`
-
-Build a single connector with a custom image tag:
-`airbyte-ci connectors --name=source-pokeapi build --tag=my-custom-tag`
-
-Build a single connector for multiple architectures:
-`airbyte-ci connectors --name=source-pokeapi build --architecture=linux/amd64 --architecture=linux/arm64`
-
-You will get:
-
-- `airbyte/source-pokeapi:dev-linux-amd64`
-- `airbyte/source-pokeapi:dev-linux-arm64`
-
-Build multiple connectors:
-`airbyte-ci connectors --name=source-pokeapi --name=source-bigquery build`
-
-Build certified connectors: `airbyte-ci connectors --support-level=certified build`
-
-Build connectors changed on the current branch: `airbyte-ci connectors --modified build`
-
-#### What it runs
-
-For Python and Low Code connectors:
-
-```mermaid
-flowchart TD
-    arch(For each platform amd64/arm64)
-    connector[Build connector image]
-    load[Load to docker host with :dev tag, current platform]
-    spec[Get spec]
-    arch-->connector-->spec--"if success"-->load
-```
-
-For Java connectors:
-
-```mermaid
-flowchart TD
-    arch(For each platform amd64/arm64)
-    distTar[Gradle distTar task run]
-    base[Build integration base]
-    java_base[Build integration base Java]
-    normalization[Build Normalization]
-    connector[Build connector image]
-
-    arch-->base-->java_base-->connector
-    distTar-->connector
-    normalization--"if supports normalization"-->connector
-
-    load[Load to docker host with :dev tag]
-    spec[Get spec]
-    connector-->spec--"if success"-->load
-```
-
-### Options
-
-| Option                | Multiple | Default value  | Description                                                          |
-| --------------------- | -------- | -------------- | -------------------------------------------------------------------- |
-| `--architecture`/`-a` | True     | Local platform | Defines for which architecture(s) the connector image will be built. |
-| `--tag`               | False    | `dev`          | Image tag for the built image.                                       |
-
-### <a id="connectors-publish-command"></a>`connectors publish` command
-
-Run a publish pipeline for one or multiple connectors. It's mainly purposed for CI use to release a
-connector update.
-
-### Examples
-
-Publish all connectors modified in the head commit: `airbyte-ci connectors --modified publish`
-
-### Options
-
-| Option                               | Required | Default                         | Mapped environment variable        | Description                                                                                                                                                                               |
-| ------------------------------------ | -------- | ------------------------------- | ---------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `--pre-release/--main-release`       | False    | `--pre-release`                 |                                    | Whether to publish the pre-release or the main release version of a connector. Defaults to pre-release. For main release you have to set the credentials to interact with the GCS bucket. |
-| `--spec-cache-gcs-credentials`       | False    |                                 | `SPEC_CACHE_GCS_CREDENTIALS`       | The service account key to upload files to the GCS bucket hosting spec cache.                                                                                                             |
-| `--spec-cache-bucket-name`           | False    |                                 | `SPEC_CACHE_BUCKET_NAME`           | The name of the GCS bucket where specs will be cached.                                                                                                                                    |
-| `--metadata-service-gcs-credentials` | False    |                                 | `METADATA_SERVICE_GCS_CREDENTIALS` | The service account key to upload files to the GCS bucket hosting the metadata files.                                                                                                     |
-| `--metadata-service-bucket-name`     | False    |                                 | `METADATA_SERVICE_BUCKET_NAME`     | The name of the GCS bucket where metadata files will be uploaded.                                                                                                                         |
-| `--slack-webhook`                    | False    |                                 | `SLACK_WEBHOOK`                    | The Slack webhook URL to send notifications to.                                                                                                                                           |
-| `--slack-channel`                    | False    |                                 | `SLACK_CHANNEL`                    | The Slack channel name to send notifications to.                                                                                                                                          |
-| `--ci-requirements`                  | False    |                                 |                                    | Output the CI requirements as a JSON payload. It is used to determine the CI runner to use.                                                                                               |
-| `--python-registry-token`            | False    |                                 | `PYTHON_REGISTRY_TOKEN`            | The API token to authenticate with the registry. For pypi, the `pypi-` prefix needs to be specified                                                                                       |
-| `--python-registry-url`              | False    | https://upload.pypi.org/legacy/ | `PYTHON_REGISTRY_URL`              | The python registry to publish to. Defaults to main pypi                                                                                                                                  |
-| `--python-registry-check-url`        | False    | https://pypi.org/pypi           | `PYTHON_REGISTRY_CHECK_URL`        | The python registry url to check whether a package is published already                                                                                                                   |
-| `--promote-release-candidate`        | False    | False                           |                                    | Promote the release candidate version of selected connectors as main version.                                                                                                             |
-| `--rollback-release-candidate`       | False    | False                           |                                    | Rollback the release candidate version of the selector connectors.                                                                                                                        |
-
-I've added an empty "Default" column, and you can fill in the default values as needed.
-
-#### What it runs
-
-```mermaid
-flowchart TD
-    validate[Validate the metadata file]
-    check[Check if the connector image already exists]
-    build[Build the connector image for all platform variants]
-    publish_to_python_registry[Push the connector image to the python registry if enabled]
-    upload_spec[Upload connector spec to the spec cache bucket]
-    push[Push the connector image from DockerHub, with platform variants]
-    pull[Pull the connector image from DockerHub to check SPEC can be run and the image layers are healthy]
-    upload_metadata[Upload its metadata file to the metadata service bucket]
-
-    validate-->check-->build-->upload_spec-->publish_to_python_registry-->push-->pull-->upload_metadata
-```
-
-#### Python registry publishing
-
-If `remoteRegistries.pypi.enabled` in the connector metadata is set to `true`, the connector will be
-published to the python registry. To do so, the `--python-registry-token` and
-`--python-registry-url` options are used to authenticate with the registry and publish the
-connector. If the current version of the connector is already published to the registry, the publish
-will be skipped (the `--python-registry-check-url` is used for the check).
-
-On a pre-release, the connector will be published as a `.dev<N>` version.
-
-The `remoteRegistries.pypi.packageName` field holds the name of the used package name. It should be
-set to `airbyte-source-<package name>`. Certified Python connectors are required to have PyPI
-publishing enabled.
-
-An example `remoteRegistries` entry in a connector `metadata.yaml` looks like this:
-
-```yaml
-remoteRegistries:
-  pypi:
-    enabled: true
-    packageName: airbyte-source-pokeapi
-```
-
-### <a id="connectors-up-to-date"></a>`connectors up-to-date` command
-
-Meant to be run on a cron script.
-
-Actions:
-
-- Set the latest base image version on selected connectors
-- Run `poetry update` on selected connectors
-- Bump the connector version and update the changelog
-- Open a PR with the changes, set `auto-merge` label on it.
-
-```
-Usage: airbyte-ci connectors up-to-date [OPTIONS]
-
-Options:
-  --no-bump    Don't bump the version or changelog.
-  --dep TEXT  Give a specific set of `poetry add` dependencies to update. For
-              example: --dep airbyte-cdk==0.80.0 --dep pytest@^6.2
-  --open-reports    Auto open reports in the browser.
-  --create-prs      Create pull requests for each updated connector.
-  --auto-merge    Set the auto-merge label on created PRs.
-  --help      Show this message and exit.
-```
-
-### Examples
-
-Get source-openweather up to date. If there are changes, bump the version and add to changelog:
-
-- `airbyte-ci connectors --name=source-openweather up-to-date`: upgrades main dependecies
-- `airbyte-ci connectors --name=source-openweather up-to-date`
-- `airbyte-ci connectors --name=source-openweather up-to-date --create-prs`: make a pull request for it
-- `airbyte-ci connectors --name=source-openweather up-to-date --no-bump`: don't change the version or changelog
-
-### <a id="connectors-bump-version"></a>`connectors bump-version` command
-
-Bump the version of the selected connectors.
-A placeholder will be added to the changelog file for the new entry PR number.
-Use the `connectors pull-request` command to create a PR, it will update the changelog entry with the PR number.
-
-### Examples
-
-Bump source-openweather:
-`airbyte-ci connectors --name=source-openweather bump-version patch "<changelog-entry>"`
-
-#### Arguments
-
-| Argument          | Description                                                            |
-| ----------------- | ---------------------------------------------------------------------- |
-| `BUMP_TYPE`       | major, minor, patch, rc, or version:<explicit-version>                 |
-| `CHANGELOG_ENTRY` | The changelog entry that will get added to the connector documentation |
-
-#### Options
-
-| Option      | Description                                                                               |
-| ----------- | ----------------------------------------------------------------------------------------- |
-| --pr-number | Explicitly set the PR number in the changelog entry, a placeholder will be set otherwise. |
-| --rc        | Bump the version by the specified bump type and append the release candidate suffix.      |
-
-### <a id="connectors-upgrade-cdk"></a>`connectors upgrade-cdk` command
-
-Updates the CDK version of the selected connectors.
-For Python connectors, sets the `airbyte-cdk` dependency in `pyproject.toml` and refreshes the lockfile, updating only essential dependencies.
-
-### Examples
-
-`airbyte-ci connectors --language=python upgrade-cdk` -> Updates all python connectors to the caret range of the latest version.
-`airbyte-ci connectors --name=source-openweather upgrade-cdk "3.0.0"` -> Pins source-openweather to version 3.0.0
-`airbyte-ci connectors --modified upgrade-cdk "<4"` -> Updates all modified connectors to the highest available version of major version 3.x.x
-
-#### Arguments
-
-| Argument      | Description                                                               |
-| ------------- | ------------------------------------------------------------------------- |
-| `CDK_VERSION` | CDK version constraint to set (default to `^{most_recent_patch_version}`) |
-
-#### Notes
-
-When using < (less than) or > (greater than) for the `CDK_VERSION` argument, it must be wrapped in quotation marks ("<3"). Otherwise the shell (zsh or bash) will interprete these characters as redirection operators.
-
-### <a id="connectors-migrate-to-base-image"></a>`connectors migrate-to-base-image` command
-
-Make a connector using a Dockerfile migrate to the base image by:
-
-- Removing its Dockerfile
-- Updating its metadata to use the latest base image version
-- Updating its documentation to explain the build process
-- Bumping by a patch version
-
-#### Examples
-
-Migrate source-openweather to use the base image:
-`airbyte-ci connectors --name=source-openweather migrate-to-base-image`
-
-### <a id="connectors-migrate-to-poetry"></a>`connectors migrate-to-poetry` command
-
-Migrate connectors the poetry package manager.
-
-#### Examples
-
-Migrate source-openweather to use the base image:
-`airbyte-ci connectors --name=source-openweather migrate-to-poetry`
-`airbyte-ci connectors --name=source-openweather migrate-to-poetry --changelog --bump patch`
-
-### <a id="connectors-migrate-to-inline-schemas"></a>`connectors migrate-to-inline-schemas` command
-
-Migrate `.json` schemas into `manifest.yaml` files, when present.
-
-```
-Usage: airbyte-ci connectors migrate-to-inline-schemas [OPTIONS]
-
-Options:
-  --report  Auto open report browser.
-  --help    Show this message and exit.
-```
-
-#### Examples
-
-Migrate source-quickbooks to use inline schemas:
-`airbyte-ci connectors --name=source-quickbooks migrate-to-inline-schemas`
-
-### <a id="connectors-pull-request"></a>`connectors pull-request` command
-
-Makes a pull request for all changed connectors. If the branch already exists, it will update the existing one.
-
-```
-Usage: airbyte-ci connectors pull-request [OPTIONS]
-
-Options:
-  -m, --message TEXT          Commit message and pull request title and
-                              changelog (if enabled).  [required]
-  -b, --branch_id TEXT        update a branch named <branch_id>/<connector-
-                              name> instead generating one from the message.
-                              [required]
-  --report                    Auto open report browser.
-  --title TEXT                Title of the PR to be created or edited
-                              (optional - defaults to message or no change).
-  --body TEXT                 Body of the PR to be created or edited (optional
-                              - defaults to empty or not change).
-  --help                      Show this message and exit.
-```
-
-#### Examples
-
-Make a PR for all changes, bump the version and make a changelog in those PRs. They will be on the branch ci_update/round2/<connector-name>:
-`airbyte-ci connectors --modified pull-request -m "upgrading connectors" -b ci_update/round2`
-
-Do it just for a few connectors:
-`airbyte-ci connectors --name source-aha --name source-quickbooks pull-request -m "upgrading connectors" -b ci_update/round2`
-
-You can also set or set/change the title or body of the PR:
-`airbyte-ci connectors --name source-aha --name source-quickbooks pull-request -m "upgrading connectors" -b ci_update/round2 --title "New title" --body "full body\n\ngoes here"`
-
-### <a id="connectors-list-command"></a>`connectors generate-erd` command
-
-Generates a couple of files and publish a new ERD to dbdocs. The generated files are:
-
-- `<source code_directory>/erd/discovered_catalog.json`: the catalog used to generate the estimated relations and the dbml file
-- `<source code_directory>/erd/estimated_relationships.json`: the output of the LLM trying to figure out the relationships between the different streams
-- `<source code_directory>/erd/source.dbml`: the file used the upload the ERDs to dbdocs
-
-Pre-requisites:
-
-- The config file use to discover the catalog should be available in `<source code_directory>/secrets/config.json`
-
-#### Create initial diagram workflow or on connector's schema change
-
-Steps
-
-- Ensure the pre-requisites mentioned above are met
-- Run `DBDOCS_TOKEN=<token> GENAI_API_KEY=<api key> airbyte-ci connectors --name=<source name> generate-erd`
-- Create a PR with files `<source code_directory>/erd/estimated_relationships.json` and `<source code_directory>/erd/source.dbml` for documentation purposes
-
-Expected Outcome
-
-- The diagram is available in dbdocs
-- `<source code_directory>/erd/estimated_relationships.json` and `<source code_directory>/erd/source.dbml` are updated on master
-
-#### On manual validation
-
-Steps
-
-- If not exists, create file `<source code_directory>/erd/confirmed_relationships.json` with the following format and add:
-  - `relations` describes the relationships that we know exist
-  - `false_positives` describes the relationships the LLM found that we know do not exist
-
-```
-{
-    "streams": [
-        {
-            "name": <stream_name>,
-            "relations": {
-                <stream_name property>: "<target stream>.<target stream column>"
-            }
-            "false_positives": {
-                <stream_name property>: "<target stream>.<target stream column>"
-            }
-        },
-        <...>
-    ]
-}
-```
-
-- Ensure the pre-requisites mentioned above are met
-- Run `DBDOCS_TOKEN=<token> airbyte-ci connectors --name=<source name> generate-erd -x llm_relationships`
-- Create a PR with files `<source code_directory>/erd/confirmed_relationships.json` and `<source code_directory>/erd/source.dbml` for documentation purposes
-
-#### Options
-
-| Option           | Required | Default | Mapped environment variable | Description                                                 |
-| ---------------- | -------- | ------- | --------------------------- | ----------------------------------------------------------- |
-| `--skip-step/-x` | False    |         |                             | Skip steps by id e.g. `-x llm_relationships -x publish_erd` |
-
-### <a id="format-subgroup"></a>`format` command subgroup
-
-`airbyte-ci format` is no longer available. To format code in this repository, we're using `pre-commit`. Assuming `pre-commit` is installed, `pre-commit run` will run the formatters for you.
-
-### <a id="poetry-subgroup"></a>`poetry` command subgroup
-
-Available commands:
-
-- `airbyte-ci poetry publish`
-
-### Options
-
-| Option           | Required | Default | Mapped environment variable | Description                                                    |
-| ---------------- | -------- | ------- | --------------------------- | -------------------------------------------------------------- |
-| `--package-path` | True     |         |                             | The path to the python package to execute a poetry command on. |
-
-### Examples
-
-- Publish a python package:
-  `airbyte-ci poetry --package-path=path/to/package publish --publish-name=my-package --publish-version="1.2.3" --python-registry-token="..." --registry-url="http://host.docker.internal:8012/"`
-
-### <a id="format-check-command"></a>`publish` command
-
-This command publishes poetry packages (using `pyproject.toml`) or python packages (using
-`setup.py`) to a python registry.
-
-For poetry packages, the package name and version can be taken from the `pyproject.toml` file or be
-specified as options.
-
-#### Options
-
-| Option                    | Required | Default                         | Mapped environment variable | Description                                                                                              |
-| ------------------------- | -------- | ------------------------------- | --------------------------- | -------------------------------------------------------------------------------------------------------- |
-| `--publish-name`          | False    |                                 |                             | The name of the package. Not required for poetry packages that define it in the `pyproject.toml` file    |
-| `--publish-version`       | False    |                                 |                             | The version of the package. Not required for poetry packages that define it in the `pyproject.toml` file |
-| `--python-registry-token` | True     |                                 | PYTHON_REGISTRY_TOKEN       | The API token to authenticate with the registry. For pypi, the `pypi-` prefix needs to be specified      |
-| `--python-registry-url`   | False    | https://upload.pypi.org/legacy/ | PYTHON_REGISTRY_URL         | The python registry to publish to. Defaults to main pypi                                                 |
-
-### <a id="metadata-validate-command-subgroup"></a>`metadata` command subgroup
-
-Available commands:
-
-- `airbyte-ci metadata deploy orchestrator`
-
-### <a id="metadata-upload-orchestrator"></a>`metadata deploy orchestrator` command
-
-This command deploys the metadata service orchestrator to production. The
-`DAGSTER_CLOUD_METADATA_API_TOKEN` environment variable must be set.
-
-#### Example
-
-`airbyte-ci metadata deploy orchestrator`
-
-#### What it runs
-
-```mermaid
-flowchart TD
-    test[Run orchestrator tests] --> deploy[Deploy orchestrator to Dagster Cloud]
-```
-
-### <a id="tests-command"></a>`tests` command
-
-This command runs the poe tasks declared in the `[tool.airbyte-ci]` section of our internal poetry
-packages. Feel free to checkout this
-[Pydantic model](https://github.com/airbytehq/airbyte/blob/main/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/models.py#L9)
-to see the list of available options in `[tool.airbyte-ci]` section.
-
-You can find the list of internal packages
-[here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py#L1)
-
-#### Options
-
-| Option                     | Required | Multiple | Description                                                                                 |
-| -------------------------- | -------- | -------- | ------------------------------------------------------------------------------------------- |
-| `--poetry-package-path/-p` | False    | True     | Poetry packages path to run the poe tasks for.                                              |
-| `--modified`               | False    | False    | Run poe tasks of modified internal poetry packages.                                         |
-| `--ci-requirements`        | False    | False    | Output the CI requirements as a JSON payload. It is used to determine the CI runner to use. |
-
-#### Examples
-
-You can pass multiple `--poetry-package-path` options to run poe tasks.
-
-E.G.: running Poe tasks on the modified internal packages of the current branch:
-`airbyte-ci test --modified`
-
-### <a id="migrate-to-manifest-only-command"></a>`migrate-to-manifest-only` command
-
-This command migrates valid connectors to the `manifest-only` format. It contains two steps:
-
-1. Check: Validates whether a connector is a candidate for the migration. If not, the operation will be skipped.
-2. Migrate: Strips out all unneccessary files/folders, leaving only the root-level manifest, metadata, icon, and acceptance/integration test files. Unwraps the manifest (references and `$parameters`) so it's compatible with Connector Builder.
-
-#### Examples
-
-```bash
-airbyte-ci connectors --name=source-pokeapi migrate-to-manifest-only
-airbyte-ci connectors --language=low-code migrate-to-manifest-only
-```
-
-## Changelog
-
-| Version | PR                                                          | Description                                                                                                                  |
-| ------- | ---------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------- |
-| 5.5.0   | [#64164](https://github.com/airbytehq/airbyte/pull/64164)  | Remove the `MetadataValidation` step from the airbyte-ci pipeline. This is now done via a shell script. |
-| 5.4.0   | [#64135](https://github.com/airbytehq/airbyte/pull/64135)  | Delete the base_images sub-package. Connector base images are now built using Dockerfiles |
-| 5.3.0   | [#61598](https://github.com/airbytehq/airbyte/pull/61598)  | Add trackable commit text and github-native auto-merge in up-to-date, auto-merge, rc-promote, and rc-rollback |
-| 5.2.5   | [#60325](https://github.com/airbytehq/airbyte/pull/60325)  | Update slack team to oc-extensibility-critical-systems |
-| 5.2.4   | [#59724](https://github.com/airbytehq/airbyte/pull/59724)  | Fix components mounting and test dependencies for manifest-only unit tests |
-| 5.1.0   | [#53238](https://github.com/airbytehq/airbyte/pull/53238)  | Add ability to opt out of version increment checks via metadata flag                                                         |
-| 5.0.1   | [#52664](https://github.com/airbytehq/airbyte/pull/52664)  | Update Python version requirement from 3.10 to 3.11.                                                                         |
-| 4.49.4  | [#52104](https://github.com/airbytehq/airbyte/pull/52104)  | Stream Gradle task output to the step logger                                                                 |
-| 5.0.0  | [#52647](https://github.com/airbytehq/airbyte/pull/52647)  | Removed migration and formatting commands.                                                                 |
-| 4.49.3  | [#52102](https://github.com/airbytehq/airbyte/pull/52102)  | Load docker image to local docker host for java connectors                                                                 |
-| 4.49.2  | [#52090](https://github.com/airbytehq/airbyte/pull/52090)  | Re-add custom task parameters in GradleTask                                                                                  |
-| 4.49.1  | [#52087](https://github.com/airbytehq/airbyte/pull/52087)  | Wire the `--enable-report-auto-open` correctly for connector tests                                                           |
-| 4.49.0  | [#52033](https://github.com/airbytehq/airbyte/pull/52033)  | Run gradle as a subprocess and not via Dagger                                                                                |
-| 4.48.9  | [#51609](https://github.com/airbytehq/airbyte/pull/51609)  | Fix ownership of shared cache volume for non root connectors                                                                 |
-| 4.48.8  | [#51582](https://github.com/airbytehq/airbyte/pull/51582)  | Fix typo in `migrate-to-inline-schemas` command                                                                              |
-| 4.48.7  | [#51579](https://github.com/airbytehq/airbyte/pull/51579)  | Give back the ownership of /tmp to the original user on finalize build                                                       |
-| 4.48.6  | [#51577](https://github.com/airbytehq/airbyte/pull/51577)  | Run finalize build scripts as root                                                                                           |
-| 4.48.5  | [#49827](https://github.com/airbytehq/airbyte/pull/49827)  | Bypasses CI checks for promoted release candidate PRs.                                                                       |
-| 4.48.4  | [#51003](https://github.com/airbytehq/airbyte/pull/51003)  | Install git in the build / test connector container when `--use-cdk-ref` is passed.                                          |
-| 4.48.3  | [#50988](https://github.com/airbytehq/airbyte/pull/50988)  | Remove deprecated `--no-update` flag from poetry commands                                                                    |
-| 4.48.2  | [#50871](https://github.com/airbytehq/airbyte/pull/50871)  | Speed up connector modification detection.                                                                                   |
-| 4.48.1  | [#50410](https://github.com/airbytehq/airbyte/pull/50410)  | Java connector build: give ownership of built artifacts to the current image user.                                           |
-| 4.48.0  | [#49960](https://github.com/airbytehq/airbyte/pull/49960)  | Deprecate airbyte-ci format command                                                                                          |
-| 4.47.0  | [#49832](https://github.com/airbytehq/airbyte/pull/49462)  | Build java connectors from the base image declared in `metadata.yaml`.                                                       |
-| 4.46.5  | [#49835](https://github.com/airbytehq/airbyte/pull/49835)  | Fix connector language discovery for projects with Kotlin Gradle build scripts.                                              |
-| 4.46.4  | [#49462](https://github.com/airbytehq/airbyte/pull/49462)  | Support Kotlin Gradle build scripts in connectors.                                                                           |
-| 4.46.3  | [#49465](https://github.com/airbytehq/airbyte/pull/49465)  | Fix `--use-local-cdk` on rootless connectors.                                                                                |
-| 4.46.2  | [#49136](https://github.com/airbytehq/airbyte/pull/49136)  | Fix failed install of python components due to non-root permissions.                                                         |
-| 4.46.1  | [#49146](https://github.com/airbytehq/airbyte/pull/49146)  | Update `crane` image address as the one we were using has been deleted by the maintainer.                                    |
-| 4.46.0  | [#48790](https://github.com/airbytehq/airbyte/pull/48790)  | Add unit tests step for manifest-only connectors                                                                             |
-| 4.45.3  | [#48927](https://github.com/airbytehq/airbyte/pull/48927)  | Fix bug in determine_changelog_entry_comment                                                                                 |
-| 4.45.2  | [#48868](https://github.com/airbytehq/airbyte/pull/48868)  | Fix ownership issues while using `--use-local-cdk`                                                                           |
-| 4.45.1  | [#48872](https://github.com/airbytehq/airbyte/pull/48872)  | Make the `connectors list` command write its output to a JSON file.                                                          |
-| 4.45.0  | [#48866](https://github.com/airbytehq/airbyte/pull/48866)  | Adds `--rc` option to `bump-version` command                                                                                 |
-| 4.44.2  | [#48725](https://github.com/airbytehq/airbyte/pull/48725)  | up-to-date: specific changelog comment for base image upgrade to rootless.                                                   |
-| 4.44.1  | [#48836](https://github.com/airbytehq/airbyte/pull/48836)  | Manifest-only connector build: give ownership of copied file to the current user.                                            |
-| 4.44.0  | [#48818](https://github.com/airbytehq/airbyte/pull/48818)  | Use local CDK or CDK ref for manifest only connector build.                                                                  |
-| 4.43.1  | [#48824](https://github.com/airbytehq/airbyte/pull/48824)  | Allow uploading CI reports to GCS with fewer permissions set.                                                                |
-| 4.43.0  | [#36545](https://github.com/airbytehq/airbyte/pull/36545)  | Switch to `airbyte` user when available in Python base image.                                                                |
-| 4.42.2  | [#48404](https://github.com/airbytehq/airbyte/pull/48404)  | Include `advanced_auth` in spec migration for manifest-only pipeline                                                         |
-| 4.42.1  | [#47316](https://github.com/airbytehq/airbyte/pull/47316)  | Connector testing: skip incremental acceptance test when the connector is not released.                                      |
-| 4.42.0  | [#47386](https://github.com/airbytehq/airbyte/pull/47386)  | Version increment check: make sure consecutive RC remain on the same version.                                                |
-| 4.41.9  | [#47483](https://github.com/airbytehq/airbyte/pull/47483)  | Fix build logic used in `up-to-date` to support any connector language.                                                      |
-| 4.41.8  | [#47447](https://github.com/airbytehq/airbyte/pull/47447)  | Use `cache_ttl` for base image registry listing in `up-to-date`.                                                             |
-| 4.41.7  | [#47444](https://github.com/airbytehq/airbyte/pull/47444)  | Remove redundant `--ignore-connector` error from up-to-date. `--metadata-query` can be used instead.                         |
-| 4.41.6  | [#47308](https://github.com/airbytehq/airbyte/pull/47308)  | Connector testing: skip incremental acceptance test when the connector is not released.                                      |
-| 4.41.5  | [#47255](https://github.com/airbytehq/airbyte/pull/47255)  | Fix `DisableProgressiveRollout` following Dagger API change.                                                                 |
-| 4.41.4  | [#47203](https://github.com/airbytehq/airbyte/pull/47203)  | Fix some `with_exec` and entrypoint usage following Dagger upgrade                                                           |
-| 4.41.3  | [#47189](https://github.com/airbytehq/airbyte/pull/47189)  | Fix up-to-date which did not export doc to the right path                                                                    |
-| 4.41.2  | [#47185](https://github.com/airbytehq/airbyte/pull/47185)  | Fix the bump version command which did not update the changelog.                                                             |
-| 4.41.1  | [#46914](https://github.com/airbytehq/airbyte/pull/46914)  | Upgrade to Dagger 0.13.3                                                                                                     |
-| 4.41.0  | [#46914](https://github.com/airbytehq/airbyte/pull/46914)  | Rework the connector rollback pipeline for progressive rollout                                                               |
-| 4.40.0  | [#46380](https://github.com/airbytehq/airbyte/pull/46380)  | The `bump-version` command now allows the `rc` bump type.                                                                    |
-| 4.39.0  | [#46696](https://github.com/airbytehq/airbyte/pull/46696)  | Bump PyAirbyte dependency and replace `airbyte-lib-validate-source` CLI command with new `validate` command                  |
-| 4.38.0  | [#46380](https://github.com/airbytehq/airbyte/pull/46380)  | `connectors up-to-date` now supports manifest-only connectors!                                                               |
-| 4.37.0  | [#46380](https://github.com/airbytehq/airbyte/pull/46380)  | Include custom components file handling in manifest-only migrations                                                          |
-| 4.36.2  | [#46278](https://github.com/airbytehq/airbyte/pull/46278)  | Fixed a bug in RC rollout and promote not taking `semaphore`                                                                 |
-| 4.36.1  | [#46274](https://github.com/airbytehq/airbyte/pull/46274)  | `airbyte-ci format js` respects `.prettierc` and `.prettierignore`                                                           |
-| 4.36.0  | [#44877](https://github.com/airbytehq/airbyte/pull/44877)  | Implement `--promote/rollback-release-candidate` in `connectors publish`.                                                    |
-| 4.35.6  | [#45632](https://github.com/airbytehq/airbyte/pull/45632)  | Add entry to format file ignore list (`destination-*/expected-spec.json`)                                                    |
-| 4.35.5  | [#45672](https://github.com/airbytehq/airbyte/pull/45672)  | Fix docs mount during publish                                                                                                |
-| 4.35.4  | [#42584](https://github.com/airbytehq/airbyte/pull/42584)  | Mount connector directory to metadata validation                                                                             |
-| 4.35.3  | [#45393](https://github.com/airbytehq/airbyte/pull/45393)  | Resolve symlinks in `SimpleDockerStep`.                                                                                      |
-| 4.35.2  | [#45360](https://github.com/airbytehq/airbyte/pull/45360)  | Updated dependencies.                                                                                                        |
-| 4.35.1  | [#45160](https://github.com/airbytehq/airbyte/pull/45160)  | Remove deps.toml dependency for java connectors.                                                                             |
-| 4.35.0  | [#44879](https://github.com/airbytehq/airbyte/pull/44879)  | Mount `components.py` when building manifest-only connector image                                                            |
-| 4.34.2  | [#44786](https://github.com/airbytehq/airbyte/pull/44786)  | Pre-emptively skip archived connectors when searching for modified files                                                     |
-| 4.34.1  | [#44557](https://github.com/airbytehq/airbyte/pull/44557)  | Conditionally propagate parameters in manifest-only migration                                                                |
-| 4.34.0  | [#44551](https://github.com/airbytehq/airbyte/pull/44551)  | `connectors publish` do not push the `latest` tag when the current version is a release candidate.                           |
-| 4.33.1  | [#44465](https://github.com/airbytehq/airbyte/pull/44465)  | Ignore version check if only erd folder is changed                                                                           |
-| 4.33.0  | [#44377](https://github.com/airbytehq/airbyte/pull/44377)  | Upload connector SBOM to metadata service bucket on publish.                                                                 |
-| 4.32.5  | [#44173](https://github.com/airbytehq/airbyte/pull/44173)  | Bug fix for live tests' --should-read-with-state handling.                                                                   |
-| 4.32.4  | [#44025](https://github.com/airbytehq/airbyte/pull/44025)  | Ignore third party connectors on `publish`.                                                                                  |
-| 4.32.3  | [#44118](https://github.com/airbytehq/airbyte/pull/44118)  | Improve error handling in live tests.                                                                                        |
-| 4.32.2  | [#43970](https://github.com/airbytehq/airbyte/pull/43970)  | Make `connectors publish` early exit if no connectors are selected.                                                          |
-| 4.32.1  | [#41642](https://github.com/airbytehq/airbyte/pull/41642)  | Avoid transient publish failures by increasing `POETRY_REQUESTS_TIMEOUT` and setting retries on `PublishToPythonRegistry`.   |
-| 4.32.0  | [#43969](https://github.com/airbytehq/airbyte/pull/43969)  | Add an `--ignore-connector` option to `up-to-date`                                                                           |
-| 4.31.5  | [#43934](https://github.com/airbytehq/airbyte/pull/43934)  | Track deleted files when generating pull-request                                                                             |
-| 4.31.4  | [#43724](https://github.com/airbytehq/airbyte/pull/43724)  | Do not send slack message on connector pre-release.                                                                          |
-| 4.31.3  | [#43426](https://github.com/airbytehq/airbyte/pull/43426)  | Ignore archived connectors on connector selection from modified files.                                                       |
-| 4.31.2  | [#43433](https://github.com/airbytehq/airbyte/pull/43433)  | Fix 'changed_file' indentation in 'pull-request' command                                                                     |
-| 4.31.1  | [#43442](https://github.com/airbytehq/airbyte/pull/43442)  | Resolve type check failure in bump version                                                                                   |
-| 4.31.0  | [#42970](https://github.com/airbytehq/airbyte/pull/42970)  | Add explicit version set to bump version                                                                                     |
-| 4.30.1  | [#43386](https://github.com/airbytehq/airbyte/pull/43386)  | Fix 'format' command usage bug in airbyte-enterprise.                                                                        |
-| 4.30.0  | [#42583](https://github.com/airbytehq/airbyte/pull/42583)  | Updated dependencies                                                                                                         |
-| 4.29.0  | [#42576](https://github.com/airbytehq/airbyte/pull/42576)  | New command: `migrate-to-manifest-only`                                                                                      |
-| 4.28.3  | [#42046](https://github.com/airbytehq/airbyte/pull/42046)  | Trigger connector tests on doc change.                                                                                       |
-| 4.28.2  | [#43297](https://github.com/airbytehq/airbyte/pull/43297)  | `migrate-to-inline_schemas` removes unused schema files and empty schema dirs.                                               |
-| 4.28.1  | [#42972](https://github.com/airbytehq/airbyte/pull/42972)  | Add airbyte-enterprise support for format commandi                                                                           |
-| 4.28.0  | [#42849](https://github.com/airbytehq/airbyte/pull/42849)  | Couple selection of strict-encrypt variants (e vice versa)                                                                   |
-| 4.27.0  | [#42574](https://github.com/airbytehq/airbyte/pull/42574)  | Live tests: run from connectors test pipeline for connectors with sandbox connections                                        |
-| 4.26.1  | [#42905](https://github.com/airbytehq/airbyte/pull/42905)  | Rename the docker cache volume to avoid using the corrupted previous volume.                                                 |
-| 4.26.0  | [#42849](https://github.com/airbytehq/airbyte/pull/42849)  | Send publish failures messages to `#connector-publish-failures`                                                              |
-| 4.25.4  | [#42463](https://github.com/airbytehq/airbyte/pull/42463)  | Add validation before live test runs                                                                                         |
-| 4.25.3  | [#42437](https://github.com/airbytehq/airbyte/pull/42437)  | Ugrade-cdk: Update to work with Python connectors using poetry                                                               |
-| 4.25.2  | [#42077](https://github.com/airbytehq/airbyte/pull/42077)  | Live/regression tests: add status check for regression test runs                                                             |
-| 4.25.1  | [#42410](https://github.com/airbytehq/airbyte/pull/42410)  | Live/regression tests: disable approval requirement on forks                                                                 |
-| 4.25.0  | [#42044](https://github.com/airbytehq/airbyte/pull/42044)  | Live/regression tests: add support for selecting from a subset of connections                                                |
-| 4.24.3  | [#42040](https://github.com/airbytehq/airbyte/pull/42040)  | Always send regression test approval status check; skip on auto-merge PRs.                                                   |
-| 4.24.2  | [#41676](https://github.com/airbytehq/airbyte/pull/41676)  | Send regression test approval status check when skipped.                                                                     |
-| 4.24.1  | [#41642](https://github.com/airbytehq/airbyte/pull/41642)  | Use the AIRBYTE_GITHUB_REPO environment variable to run airbyte-ci in other repos.                                           |
-| 4.24.0  | [#41627](https://github.com/airbytehq/airbyte/pull/41627)  | Require manual regression test approval for certified connectors                                                             |
-| 4.23.1  | [#41541](https://github.com/airbytehq/airbyte/pull/41541)  | Add support for submodule use-case.                                                                                          |
-| 4.23.0  | [#39906](https://github.com/airbytehq/airbyte/pull/39906)  | Add manifest only build pipeline                                                                                             |
-| 4.22.0  | [#41623](https://github.com/airbytehq/airbyte/pull/41623)  | Make `airbyte-ci` run on private forks.                                                                                      |
-| 4.21.1  | [#41029](https://github.com/airbytehq/airbyte/pull/41029)  | `up-to-date`: mount local docker config to `Syft` to pull private images and benefit from increased DockerHub rate limits.   |
-| 4.21.0  | [#40547](https://github.com/airbytehq/airbyte/pull/40547)  | Make bump-version accept a `--pr-number` option.                                                                             |
-| 4.20.3  | [#40754](https://github.com/airbytehq/airbyte/pull/40754)  | Accept and ignore additional args in `migrate-to-poetry` pipeline                                                            |
-| 4.20.2  | [#40709](https://github.com/airbytehq/airbyte/pull/40709)  | Fix use of GH token.                                                                                                         |
-| 4.20.1  | [#40698](https://github.com/airbytehq/airbyte/pull/40698)  | Add live tests evaluation mode options.                                                                                      |
-| 4.20.0  | [#38816](https://github.com/airbytehq/airbyte/pull/38816)  | Add command for running all live tests (validation + regression).                                                            |
-| 4.19.0  | [#39600](https://github.com/airbytehq/airbyte/pull/39600)  | Productionize the `up-to-date` command                                                                                       |
-| 4.18.3  | [#39341](https://github.com/airbytehq/airbyte/pull/39341)  | Fix `--use-local-cdk` option: change `no-deps` to `force-reinstall`                                                          |
-| 4.18.2  | [#39483](https://github.com/airbytehq/airbyte/pull/39483)  | Skip IncrementalAcceptanceTests when AcceptanceTests succeed.                                                                |
-| 4.18.1  | [#39457](https://github.com/airbytehq/airbyte/pull/39457)  | Make slugify consistent with live-test                                                                                       |
-| 4.18.0  | [#39366](https://github.com/airbytehq/airbyte/pull/39366)  | Implement IncrementalAcceptance tests to only fail CI on community connectors when there's an Acceptance tests regression.   |
-| 4.17.0  | [#39321](https://github.com/airbytehq/airbyte/pull/39321)  | Bust the java connector build cache flow to get fresh yum packages on a daily basis.                                         |
-| 4.16.0  | [#38772](https://github.com/airbytehq/airbyte/pull/38232)  | Add pipeline to replace usage of AirbyteLogger.                                                                              |
-| 4.15.7  | [#38772](https://github.com/airbytehq/airbyte/pull/38772)  | Fix regression test connector image retrieval.                                                                               |
-| 4.15.6  | [#38783](https://github.com/airbytehq/airbyte/pull/38783)  | Fix a variable access error with `repo_dir` in the `bump-version` command.                                                   |
-| 4.15.5  | [#38732](https://github.com/airbytehq/airbyte/pull/38732)  | Update metadata deploy pipeline to 3.10                                                                                      |
-| 4.15.4  | [#38646](https://github.com/airbytehq/airbyte/pull/38646)  | Make airbyte-ci able to test external repos.                                                                                 |
-| 4.15.3  | [#38645](https://github.com/airbytehq/airbyte/pull/38645)  | Fix typo preventing correct secret mounting on Python connectors integration tests.                                          |
-| 4.15.2  | [#38628](https://github.com/airbytehq/airbyte/pull/38628)  | Introduce ConnectorTestContext to avoid trying fetching connector secret in the PublishContext.                              |
-| 4.15.1  | [#38615](https://github.com/airbytehq/airbyte/pull/38615)  | Do not eagerly fetch connector secrets.                                                                                      |
-| 4.15.0  | [#38322](https://github.com/airbytehq/airbyte/pull/38322)  | Introduce a SecretStore abstraction to fetch connector secrets from metadata files.                                          |
-| 4.14.1  | [#38582](https://github.com/airbytehq/airbyte/pull/38582)  | Fixed bugs in `up-to-date` flags, `pull-request` version change logic.                                                       |
-| 4.14.0  | [#38281](https://github.com/airbytehq/airbyte/pull/38281)  | Conditionally run test suites according to `connectorTestSuitesOptions` in metadata files.                                   |
-| 4.13.3  | [#38221](https://github.com/airbytehq/airbyte/pull/38221)  | Add dagster cloud dev deployment pipeline opitions                                                                           |
-| 4.13.2  | [#38246](https://github.com/airbytehq/airbyte/pull/38246)  | Remove invalid connector test step options.                                                                                  |
-| 4.13.1  | [#38020](https://github.com/airbytehq/airbyte/pull/38020)  | Add `auto_merge` as an internal package to test.                                                                             |
-| 4.13.0  | [#32715](https://github.com/airbytehq/airbyte/pull/32715)  | Tag connector metadata with git info                                                                                         |
-| 4.12.7  | [#37787](https://github.com/airbytehq/airbyte/pull/37787)  | Remove requirements on dockerhub credentials to run QA checks.                                                               |
-| 4.12.6  | [#36497](https://github.com/airbytehq/airbyte/pull/36497)  | Add airbyte-cdk to list of poetry packages for testing                                                                       |
-| 4.12.5  | [#37785](https://github.com/airbytehq/airbyte/pull/37785)  | Set the `--yes-auto-update` flag to `True` by default.                                                                       |
-| 4.12.4  | [#37786](https://github.com/airbytehq/airbyte/pull/37786)  | (fixed 4.12.2): Do not upload dagger log to GCP when no credentials are available.                                           |
-| 4.12.3  | [#37783](https://github.com/airbytehq/airbyte/pull/37783)  | Revert 4.12.2                                                                                                                |
-| 4.12.2  | [#37778](https://github.com/airbytehq/airbyte/pull/37778)  | Do not upload dagger log to GCP when no credentials are available.                                                           |
-| 4.12.1  | [#37765](https://github.com/airbytehq/airbyte/pull/37765)  | Relax the required env var to run in CI and handle their absence gracefully.                                                 |
-| 4.12.0  | [#37690](https://github.com/airbytehq/airbyte/pull/37690)  | Pass custom CI status name in `connectors test`                                                                              |
-| 4.11.0  | [#37641](https://github.com/airbytehq/airbyte/pull/37641)  | Updates to run regression tests in GitHub Actions.                                                                           |
-| 4.10.5  | [#37641](https://github.com/airbytehq/airbyte/pull/37641)  | Reintroduce changes from 4.10.0 with a fix.                                                                                  |
-| 4.10.4  | [#37641](https://github.com/airbytehq/airbyte/pull/37641)  | Temporarily revert changes from version 4.10.0                                                                               |
-| 4.10.3  | [#37615](https://github.com/airbytehq/airbyte/pull/37615)  | Fix `KeyError` when running `migrate-to-poetry`                                                                              |
-| 4.10.2  | [#37614](https://github.com/airbytehq/airbyte/pull/37614)  | Fix `UnboundLocalError: local variable 'add_changelog_entry_result' referenced before assignment` in `migrate-to-base-image` |
-| 4.10.1  | [#37622](https://github.com/airbytehq/airbyte/pull/37622)  | Temporarily disable regression tests in CI                                                                                   |
-| 4.10.0  | [#37616](https://github.com/airbytehq/airbyte/pull/37616)  | Improve modified files comparison when the target branch is from a fork.                                                     |
-| 4.9.0   | [#37440](https://github.com/airbytehq/airbyte/pull/37440)  | Run regression tests with `airbyte-ci connectors test`                                                                       |
-| 4.8.0   | [#37404](https://github.com/airbytehq/airbyte/pull/37404)  | Accept a `git-repo-url` option on the `airbyte-ci` root command to checkout forked repo.                                     |
-| 4.7.4   | [#37485](https://github.com/airbytehq/airbyte/pull/37485)  | Allow java connectors to be written in kotlin.                                                                               |
-| 4.7.3   | [#37101](https://github.com/airbytehq/airbyte/pull/37101)  | Pin PyAirbyte version.                                                                                                       |
-| 4.7.2   | [#36962](https://github.com/airbytehq/airbyte/pull/36962)  | Re-enable connector dependencies upload on publish.                                                                          |
-| 4.7.1   | [#36961](https://github.com/airbytehq/airbyte/pull/36961)  | Temporarily disable python connectors dependencies upload until we find a schema the data team can work with.                |
-| 4.7.0   | [#36892](https://github.com/airbytehq/airbyte/pull/36892)  | Upload Python connectors dependencies list to GCS on publish.                                                                |
-| 4.6.5   | [#36722](https://github.com/airbytehq/airbyte/pull/36527)  | Fix incorrect pipeline names                                                                                                 |
-| 4.6.4   | [#36480](https://github.com/airbytehq/airbyte/pull/36480)  | Burst the Gradle Task cache if a new CDK version was released                                                                |
-| 4.6.3   | [#36527](https://github.com/airbytehq/airbyte/pull/36527)  | Handle extras as well as groups in `airbyte ci test` [poetry packages]                                                       |
-| 4.6.2   | [#36220](https://github.com/airbytehq/airbyte/pull/36220)  | Allow using `migrate-to-base-image` without PULL_REQUEST_NUMBER                                                              |
-| 4.6.1   | [#36319](https://github.com/airbytehq/airbyte/pull/36319)  | Fix `ValueError` related to PR number in migrate-to-poetry                                                                   |
-| 4.6.0   | [#35583](https://github.com/airbytehq/airbyte/pull/35583)  | Implement the `airbyte-ci connectors migrate-to-poetry` command.                                                             |
-| 4.5.4   | [#36206](https://github.com/airbytehq/airbyte/pull/36206)  | Revert poetry cache removal during nightly builds                                                                            |
-| 4.5.3   | [#34586](https://github.com/airbytehq/airbyte/pull/34586)  | Extract connector changelog modification logic into its own class                                                            |
-| 4.5.2   | [#35802](https://github.com/airbytehq/airbyte/pull/35802)  | Fix bug with connectors bump-version command                                                                                 |
-| 4.5.1   | [#35786](https://github.com/airbytehq/airbyte/pull/35786)  | Declare `live_tests` as an internal poetry package.                                                                          |
-| 4.5.0   | [#35784](https://github.com/airbytehq/airbyte/pull/35784)  | Format command supports kotlin                                                                                               |
-| 4.4.0   | [#35317](https://github.com/airbytehq/airbyte/pull/35317)  | Augment java connector reports to include full logs and junit test results                                                   |
-| 4.3.2   | [#35536](https://github.com/airbytehq/airbyte/pull/35536)  | Make QA checks run correctly on `*-strict-encrypt` connectors.                                                               |
-| 4.3.1   | [#35437](https://github.com/airbytehq/airbyte/pull/35437)  | Do not run QA checks on publish, just MetadataValidation.                                                                    |
-| 4.3.0   | [#35438](https://github.com/airbytehq/airbyte/pull/35438)  | Optionally disable telemetry with environment variable.                                                                      |
-| 4.2.4   | [#35325](https://github.com/airbytehq/airbyte/pull/35325)  | Use `connectors_qa` for QA checks and remove redundant checks.                                                               |
-| 4.2.3   | [#35322](https://github.com/airbytehq/airbyte/pull/35322)  | Declare `connectors_qa` as an internal package for testing.                                                                  |
-| 4.2.2   | [#35364](https://github.com/airbytehq/airbyte/pull/35364)  | Fix connector tests following gradle changes in #35307.                                                                      |
-| 4.2.1   | [#35204](https://github.com/airbytehq/airbyte/pull/35204)  | Run `poetry check` before `poetry install` on poetry package install.                                                        |
-| 4.2.0   | [#35103](https://github.com/airbytehq/airbyte/pull/35103)  | Java 21 support.                                                                                                             |
-| 4.1.4   | [#35039](https://github.com/airbytehq/airbyte/pull/35039)  | Fix bug which prevented gradle test reports from being added.                                                                |
-| 4.1.3   | [#35010](https://github.com/airbytehq/airbyte/pull/35010)  | Use `poetry install --no-root` in the builder container.                                                                     |
-| 4.1.2   | [#34945](https://github.com/airbytehq/airbyte/pull/34945)  | Only install main dependencies when running poetry install.                                                                  |
-| 4.1.1   | [#34430](https://github.com/airbytehq/airbyte/pull/34430)  | Speed up airbyte-ci startup (and airbyte-ci format).                                                                         |
-| 4.1.0   | [#34923](https://github.com/airbytehq/airbyte/pull/34923)  | Include gradle test reports in HTML connector test report.                                                                   |
-| 4.0.0   | [#34736](https://github.com/airbytehq/airbyte/pull/34736)  | Run poe tasks declared in internal poetry packages.                                                                          |
-| 3.10.4  | [#34867](https://github.com/airbytehq/airbyte/pull/34867)  | Remove connector ops team                                                                                                    |
-| 3.10.3  | [#34836](https://github.com/airbytehq/airbyte/pull/34836)  | Add check for python registry publishing enabled for certified python sources.                                               |
-| 3.10.2  | [#34044](https://github.com/airbytehq/airbyte/pull/34044)  | Add pypi validation testing.                                                                                                 |
-| 3.10.1  | [#34756](https://github.com/airbytehq/airbyte/pull/34756)  | Enable connectors tests in draft PRs.                                                                                        |
-| 3.10.0  | [#34606](https://github.com/airbytehq/airbyte/pull/34606)  | Allow configuration of separate check URL to check whether package exists already.                                           |
-| 3.9.0   | [#34606](https://github.com/airbytehq/airbyte/pull/34606)  | Allow configuration of python registry URL via environment variable.                                                         |
-| 3.8.1   | [#34607](https://github.com/airbytehq/airbyte/pull/34607)  | Improve gradle dependency cache volume protection.                                                                           |
-| 3.8.0   | [#34316](https://github.com/airbytehq/airbyte/pull/34316)  | Expose Dagger engine image name in `--ci-requirements` and add `--ci-requirements` to the `airbyte-ci` root command group.   |
-| 3.7.3   | [#34560](https://github.com/airbytehq/airbyte/pull/34560)  | Simplify Gradle task execution framework by removing local maven repo support.                                               |
-| 3.7.2   | [#34555](https://github.com/airbytehq/airbyte/pull/34555)  | Override secret masking in some very specific special cases.                                                                 |
-| 3.7.1   | [#34441](https://github.com/airbytehq/airbyte/pull/34441)  | Support masked secret scrubbing for java CDK v0.15+                                                                          |
-| 3.7.0   | [#34343](https://github.com/airbytehq/airbyte/pull/34343)  | allow running connector upgrade_cdk for java connectors                                                                      |
-| 3.6.1   | [#34490](https://github.com/airbytehq/airbyte/pull/34490)  | Fix inconsistent dagger log path typing                                                                                      |
-| 3.6.0   | [#34111](https://github.com/airbytehq/airbyte/pull/34111)  | Add python registry publishing                                                                                               |
-| 3.5.3   | [#34339](https://github.com/airbytehq/airbyte/pull/34339)  | only do minimal changes on a connector version_bump                                                                          |
-| 3.5.2   | [#34381](https://github.com/airbytehq/airbyte/pull/34381)  | Bind a sidecar docker host for `airbyte-ci test`                                                                             |
-| 3.5.1   | [#34321](https://github.com/airbytehq/airbyte/pull/34321)  | Upgrade to Dagger 0.9.6 .                                                                                                    |
-| 3.5.0   | [#33313](https://github.com/airbytehq/airbyte/pull/33313)  | Pass extra params after Gradle tasks.                                                                                        |
-| 3.4.2   | [#34301](https://github.com/airbytehq/airbyte/pull/34301)  | Pass extra params after Gradle tasks.                                                                                        |
-| 3.4.1   | [#34067](https://github.com/airbytehq/airbyte/pull/34067)  | Use dagster-cloud 1.5.7 for deploy                                                                                           |
-| 3.4.0   | [#34276](https://github.com/airbytehq/airbyte/pull/34276)  | Introduce `--only-step` option for connector tests.                                                                          |
-| 3.3.0   | [#34218](https://github.com/airbytehq/airbyte/pull/34218)  | Introduce `--ci-requirements` option for client defined CI runners.                                                          |
-| 3.2.0   | [#34050](https://github.com/airbytehq/airbyte/pull/34050)  | Connector test steps can take extra parameters                                                                               |
-| 3.1.3   | [#34136](https://github.com/airbytehq/airbyte/pull/34136)  | Fix issue where dagger excludes were not being properly applied                                                              |
-| 3.1.2   | [#33972](https://github.com/airbytehq/airbyte/pull/33972)  | Remove secrets scrubbing hack for --is-local and other small tweaks.                                                         |
-| 3.1.1   | [#33979](https://github.com/airbytehq/airbyte/pull/33979)  | Fix AssertionError on report existence again                                                                                 |
-| 3.1.0   | [#33994](https://github.com/airbytehq/airbyte/pull/33994)  | Log more context information in CI.                                                                                          |
-| 3.0.2   | [#33987](https://github.com/airbytehq/airbyte/pull/33987)  | Fix type checking issue when running --help                                                                                  |
-| 3.0.1   | [#33981](https://github.com/airbytehq/airbyte/pull/33981)  | Fix issues with deploying dagster, pin pendulum version in dagster-cli install                                               |
-| 3.0.0   | [#33582](https://github.com/airbytehq/airbyte/pull/33582)  | Upgrade to Dagger 0.9.5                                                                                                      |
-| 2.14.3  | [#33964](https://github.com/airbytehq/airbyte/pull/33964)  | Reintroduce mypy with fixes for AssertionError on publish and missing report URL on connector test commit status.            |
-| 2.14.2  | [#33954](https://github.com/airbytehq/airbyte/pull/33954)  | Revert mypy changes                                                                                                          |
-| 2.14.1  | [#33956](https://github.com/airbytehq/airbyte/pull/33956)  | Exclude pnpm lock files from auto-formatting                                                                                 |
-| 2.14.0  | [#33941](https://github.com/airbytehq/airbyte/pull/33941)  | Enable in-connector normalization in destination-postgres                                                                    |
-| 2.13.1  | [#33920](https://github.com/airbytehq/airbyte/pull/33920)  | Report different sentry environments                                                                                         |
-| 2.13.0  | [#33784](https://github.com/airbytehq/airbyte/pull/33784)  | Make `airbyte-ci test` able to run any poetry command                                                                        |
-| 2.12.0  | [#33313](https://github.com/airbytehq/airbyte/pull/33313)  | Add upgrade CDK command                                                                                                      |
-| 2.11.0  | [#32188](https://github.com/airbytehq/airbyte/pull/32188)  | Add -x option to connector test to allow for skipping steps                                                                  |
-| 2.10.12 | [#33419](https://github.com/airbytehq/airbyte/pull/33419)  | Make ClickPipelineContext handle dagger logging.                                                                             |
-| 2.10.11 | [#33497](https://github.com/airbytehq/airbyte/pull/33497)  | Consider nested .gitignore rules in format.                                                                                  |
-| 2.10.10 | [#33449](https://github.com/airbytehq/airbyte/pull/33449)  | Add generated metadata models to the default format ignore list.                                                             |
-| 2.10.9  | [#33370](https://github.com/airbytehq/airbyte/pull/33370)  | Fix bug that broke airbyte-ci test                                                                                           |
-| 2.10.8  | [#33249](https://github.com/airbytehq/airbyte/pull/33249)  | Exclude git ignored files from formatting.                                                                                   |
-| 2.10.7  | [#33248](https://github.com/airbytehq/airbyte/pull/33248)  | Fix bug which broke airbyte-ci connectors tests when optional DockerHub credentials env vars are not set.                    |
-| 2.10.6  | [#33170](https://github.com/airbytehq/airbyte/pull/33170)  | Remove Dagger logs from console output of `format`.                                                                          |
-| 2.10.5  | [#33097](https://github.com/airbytehq/airbyte/pull/33097)  | Improve `format` performances, exit with 1 status code when `fix` changes files.                                             |
-| 2.10.4  | [#33206](https://github.com/airbytehq/airbyte/pull/33206)  | Add "-y/--yes" Flag to allow preconfirmation of prompts                                                                      |
-| 2.10.3  | [#33080](https://github.com/airbytehq/airbyte/pull/33080)  | Fix update failing due to SSL error on install.                                                                              |
-| 2.10.2  | [#33008](https://github.com/airbytehq/airbyte/pull/33008)  | Fix local `connector build`.                                                                                                 |
-| 2.10.1  | [#32928](https://github.com/airbytehq/airbyte/pull/32928)  | Fix BuildConnectorImages constructor.                                                                                        |
-| 2.10.0  | [#32819](https://github.com/airbytehq/airbyte/pull/32819)  | Add `--tag` option to connector build.                                                                                       |
-| 2.9.0   | [#32816](https://github.com/airbytehq/airbyte/pull/32816)  | Add `--architecture` option to connector build.                                                                              |
-| 2.8.1   | [#32999](https://github.com/airbytehq/airbyte/pull/32999)  | Improve Java code formatting speed                                                                                           |
-| 2.8.0   | [#31930](https://github.com/airbytehq/airbyte/pull/31930)  | Move pipx install to `airbyte-ci-dev`, and add auto-update feature targeting binary                                          |
-| 2.7.3   | [#32847](https://github.com/airbytehq/airbyte/pull/32847)  | Improve --modified behaviour for pull requests.                                                                              |
-| 2.7.2   | [#32839](https://github.com/airbytehq/airbyte/pull/32839)  | Revert changes in v2.7.1.                                                                                                    |
-| 2.7.1   | [#32806](https://github.com/airbytehq/airbyte/pull/32806)  | Improve --modified behaviour for pull requests.                                                                              |
-| 2.7.0   | [#31930](https://github.com/airbytehq/airbyte/pull/31930)  | Merge airbyte-ci-internal into airbyte-ci                                                                                    |
-| 2.6.0   | [#31831](https://github.com/airbytehq/airbyte/pull/31831)  | Add `airbyte-ci format` commands, remove connector-specific formatting check                                                 |
-| 2.5.9   | [#32427](https://github.com/airbytehq/airbyte/pull/32427)  | Re-enable caching for source-postgres                                                                                        |
-| 2.5.8   | [#32402](https://github.com/airbytehq/airbyte/pull/32402)  | Set Dagger Cloud token for airbyters only                                                                                    |
-| 2.5.7   | [#31628](https://github.com/airbytehq/airbyte/pull/31628)  | Add ClickPipelineContext class                                                                                               |
-| 2.5.6   | [#32139](https://github.com/airbytehq/airbyte/pull/32139)  | Test coverage report on Python connector UnitTest.                                                                           |
-| 2.5.5   | [#32114](https://github.com/airbytehq/airbyte/pull/32114)  | Create cache mount for `/var/lib/docker` to store images in `dind` context.                                                  |
-| 2.5.4   | [#32090](https://github.com/airbytehq/airbyte/pull/32090)  | Do not cache `docker login`.                                                                                                 |
-| 2.5.3   | [#31974](https://github.com/airbytehq/airbyte/pull/31974)  | Fix latest CDK install and pip cache mount on connector install.                                                             |
-| 2.5.2   | [#31871](https://github.com/airbytehq/airbyte/pull/31871)  | Deactivate PR comments, add HTML report links to the PR status when its ready.                                               |
-| 2.5.1   | [#31774](https://github.com/airbytehq/airbyte/pull/31774)  | Add a docker configuration check on `airbyte-ci` startup.                                                                    |
-| 2.5.0   | [#31766](https://github.com/airbytehq/airbyte/pull/31766)  | Support local connectors secrets.                                                                                            |
-| 2.4.0   | [#31716](https://github.com/airbytehq/airbyte/pull/31716)  | Enable pre-release publish with local CDK.                                                                                   |
-| 2.3.1   | [#31748](https://github.com/airbytehq/airbyte/pull/31748)  | Use AsyncClick library instead of base Click.                                                                                |
-| 2.3.0   | [#31699](https://github.com/airbytehq/airbyte/pull/31699)  | Support optional concurrent CAT execution.                                                                                   |
-| 2.2.6   | [#31752](https://github.com/airbytehq/airbyte/pull/31752)  | Only authenticate when secrets are available.                                                                                |
-| 2.2.5   | [#31718](https://github.com/airbytehq/airbyte/pull/31718)  | Authenticate the sidecar docker daemon to DockerHub.                                                                         |
-| 2.2.4   | [#31535](https://github.com/airbytehq/airbyte/pull/31535)  | Improve gradle caching when building java connectors.                                                                        |
-| 2.2.3   | [#31688](https://github.com/airbytehq/airbyte/pull/31688)  | Fix failing `CheckBaseImageUse` step when not running on PR.                                                                 |
-| 2.2.2   | [#31659](https://github.com/airbytehq/airbyte/pull/31659)  | Support builds on x86_64 platform                                                                                            |
-| 2.2.1   | [#31653](https://github.com/airbytehq/airbyte/pull/31653)  | Fix CheckBaseImageIsUsed failing on non certified connectors.                                                                |
-| 2.2.0   | [#30527](https://github.com/airbytehq/airbyte/pull/30527)  | Add a new check for python connectors to make sure certified connectors use our base image.                                  |
-| 2.1.1   | [#31488](https://github.com/airbytehq/airbyte/pull/31488)  | Improve `airbyte-ci` start time with Click Lazy load                                                                         |
-| 2.1.0   | [#31412](https://github.com/airbytehq/airbyte/pull/31412)  | Run airbyte-ci from any where in airbyte project                                                                             |
-| 2.0.4   | [#31487](https://github.com/airbytehq/airbyte/pull/31487)  | Allow for third party connector selections                                                                                   |
-| 2.0.3   | [#31525](https://github.com/airbytehq/airbyte/pull/31525)  | Refactor folder structure                                                                                                    |
-| 2.0.2   | [#31533](https://github.com/airbytehq/airbyte/pull/31533)  | Pip cache volume by python version.                                                                                          |
-| 2.0.1   | [#31545](https://github.com/airbytehq/airbyte/pull/31545)  | Reword the changelog entry when using `migrate-to-base-image`.                                                               |
-| 2.0.0   | [#31424](https://github.com/airbytehq/airbyte/pull/31424)  | Remove `airbyte-ci connectors format` command.                                                                               |
-| 1.9.4   | [#31478](https://github.com/airbytehq/airbyte/pull/31478)  | Fix running tests for connector-ops package.                                                                                 |
-| 1.9.3   | [#31457](https://github.com/airbytehq/airbyte/pull/31457)  | Improve the connector documentation for connectors migrated to our base image.                                               |
-| 1.9.2   | [#31426](https://github.com/airbytehq/airbyte/pull/31426)  | Concurrent execution of java connectors tests.                                                                               |
-| 1.9.1   | [#31455](https://github.com/airbytehq/airbyte/pull/31455)  | Fix `None` docker credentials on publish.                                                                                    |
-| 1.9.0   | [#30520](https://github.com/airbytehq/airbyte/pull/30520)  | New commands: `bump-version`, `upgrade_base_image`, `migrate-to-base-image`.                                                 |
-| 1.8.0   | [#30520](https://github.com/airbytehq/airbyte/pull/30520)  | New commands: `bump-version`, `upgrade_base_image`, `migrate-to-base-image`.                                                 |
-| 1.7.2   | [#31343](https://github.com/airbytehq/airbyte/pull/31343)  | Bind Pytest integration tests to a dockerhost.                                                                               |
-| 1.7.1   | [#31332](https://github.com/airbytehq/airbyte/pull/31332)  | Disable Gradle step caching on source-postgres.                                                                              |
-| 1.7.0   | [#30526](https://github.com/airbytehq/airbyte/pull/30526)  | Implement pre/post install hooks support.                                                                                    |
-| 1.6.0   | [#30474](https://github.com/airbytehq/airbyte/pull/30474)  | Test connector inside their containers.                                                                                      |
-| 1.5.1   | [#31227](https://github.com/airbytehq/airbyte/pull/31227)  | Use python 3.11 in amazoncorretto-bazed gradle containers, run 'test' gradle task instead of 'check'.                        |
-| 1.5.0   | [#30456](https://github.com/airbytehq/airbyte/pull/30456)  | Start building Python connectors using our base images.                                                                      |
-| 1.4.6   | [ #31087](https://github.com/airbytehq/airbyte/pull/31087) | Throw error if airbyte-ci tools is out of date                                                                               |
-| 1.4.5   | [#31133](https://github.com/airbytehq/airbyte/pull/31133)  | Fix bug when building containers using `with_integration_base_java_and_normalization`.                                       |
-| 1.4.4   | [#30743](https://github.com/airbytehq/airbyte/pull/30743)  | Add `--disable-report-auto-open` and `--use-host-gradle-dist-tar` to allow gradle integration.                               |
-| 1.4.3   | [#30595](https://github.com/airbytehq/airbyte/pull/30595)  | Add --version and version check                                                                                              |
-| 1.4.2   | [#30595](https://github.com/airbytehq/airbyte/pull/30595)  | Remove directory name requirement                                                                                            |
-| 1.4.1   | [#30595](https://github.com/airbytehq/airbyte/pull/30595)  | Load base migration guide into QA Test container for strict encrypt variants                                                 |
-| 1.4.0   | [#30330](https://github.com/airbytehq/airbyte/pull/30330)  | Add support for pyproject.toml as the prefered entry point for a connector package                                           |
-| 1.3.0   | [#30461](https://github.com/airbytehq/airbyte/pull/30461)  | Add `--use-local-cdk` flag to all connectors commands                                                                        |
-| 1.2.3   | [#30477](https://github.com/airbytehq/airbyte/pull/30477)  | Fix a test regression introduced the previous version.                                                                       |
-| 1.2.2   | [#30438](https://github.com/airbytehq/airbyte/pull/30438)  | Add workaround to always stream logs properly with --is-local.                                                               |
-| 1.2.1   | [#30384](https://github.com/airbytehq/airbyte/pull/30384)  | Java connector test performance fixes.                                                                                       |
-| 1.2.0   | [#30330](https://github.com/airbytehq/airbyte/pull/30330)  | Add `--metadata-query` option to connectors command                                                                          |
-| 1.1.3   | [#30314](https://github.com/airbytehq/airbyte/pull/30314)  | Stop patching gradle files to make them work with airbyte-ci.                                                                |
-| 1.1.2   | [#30279](https://github.com/airbytehq/airbyte/pull/30279)  | Fix correctness issues in layer caching by making atomic execution groupings                                                 |
-| 1.1.1   | [#30252](https://github.com/airbytehq/airbyte/pull/30252)  | Fix redundancies and broken logic in GradleTask, to speed up the CI runs.                                                    |
-| 1.1.0   | [#29509](https://github.com/airbytehq/airbyte/pull/29509)  | Refactor the airbyte-ci test command to run tests on any poetry package.                                                     |
-| 1.0.0   | [#28000](https://github.com/airbytehq/airbyte/pull/29232)  | Remove release stages in favor of support level from airbyte-ci.                                                             |
-| 0.5.0   | [#28000](https://github.com/airbytehq/airbyte/pull/28000)  | Run connector acceptance tests with dagger-in-dagger.                                                                        |
-| 0.4.7   | [#29156](https://github.com/airbytehq/airbyte/pull/29156)  | Improve how we check existence of requirement.txt or setup.py file to not raise early pip install errors.                    |
-| 0.4.6   | [#28729](https://github.com/airbytehq/airbyte/pull/28729)  | Use keyword args instead of positional argument for optional paramater in Dagger's API                                       |
-| 0.4.5   | [#29034](https://github.com/airbytehq/airbyte/pull/29034)  | Disable Dagger terminal UI when running publish.                                                                             |
-| 0.4.4   | [#29064](https://github.com/airbytehq/airbyte/pull/29064)  | Make connector modified files a frozen set.                                                                                  |
-| 0.4.3   | [#29033](https://github.com/airbytehq/airbyte/pull/29033)  | Disable dependency scanning for Java connectors.                                                                             |
-| 0.4.2   | [#29030](https://github.com/airbytehq/airbyte/pull/29030)  | Make report path always have the same prefix: `airbyte-ci/`.                                                                 |
-| 0.4.1   | [#28855](https://github.com/airbytehq/airbyte/pull/28855)  | Improve the selected connectors detection for connectors commands.                                                           |
-| 0.4.0   | [#28947](https://github.com/airbytehq/airbyte/pull/28947)  | Show Dagger Cloud run URLs in CI                                                                                             |
-| 0.3.2   | [#28789](https://github.com/airbytehq/airbyte/pull/28789)  | Do not consider empty reports as successfull.                                                                                |
-| 0.3.1   | [#28938](https://github.com/airbytehq/airbyte/pull/28938)  | Handle 5 status code on MetadataUpload as skipped                                                                            |
-| 0.3.0   | [#28869](https://github.com/airbytehq/airbyte/pull/28869)  | Enable the Dagger terminal UI on local `airbyte-ci` execution                                                                |
-| 0.2.3   | [#28907](https://github.com/airbytehq/airbyte/pull/28907)  | Make dagger-in-dagger work for `airbyte-ci tests` command                                                                    |
-| 0.2.2   | [#28897](https://github.com/airbytehq/airbyte/pull/28897)  | Sentry: Ignore error logs without exceptions from reporting                                                                  |
-| 0.2.1   | [#28767](https://github.com/airbytehq/airbyte/pull/28767)  | Improve pytest step result evaluation to prevent false negative/positive.                                                    |
-| 0.2.0   | [#28857](https://github.com/airbytehq/airbyte/pull/28857)  | Add the `airbyte-ci tests` command to run the test suite on any `airbyte-ci` poetry package.                                 |
-| 0.1.1   | [#28858](https://github.com/airbytehq/airbyte/pull/28858)  | Increase the max duration of Connector Package install to 20mn.                                                              |
-| 0.1.0   |                                                            | Alpha version not in production yet. All the commands described in this doc are available.                                   |
-
-## More info
-
-This project is owned by the Connectors Operations team. We share project updates and remaining
-stories before its release to production in this
-[EPIC](https://github.com/airbytehq/airbyte/issues/24403).
-
-# Troubleshooting
-
-## Commands
-
-### `make tools.airbyte-ci.check`
-
-This command checks if the `airbyte-ci` command is appropriately installed.
-
-### `make tools.airbyte-ci.clean`
-
-This command removes the `airbyte-ci` command from your system.
-
-## Common issues
-
-### `airbyte-ci` is not found
-
-If you get the following error when running `airbyte-ci`:
-
-```bash
-$ airbyte-ci
-zsh: command not found: airbyte-ci
-```
-
-It means that the `airbyte-ci` command is not in your PATH.
-
-Try running
-
-```bash
-make make tools.airbyte-ci.check
-```
-
-For some hints on how to fix this.
-
-But when in doubt it can be best to run
-
-```bash
-make tools.airbyte-ci.clean
-```
-
-Then reinstall the CLI with
-
-```bash
-make tools.airbyte-ci.install
-```
-
-## Development
-
-### `airbyte-ci` is not found
-
-To fix this, you can either:
-
-- Ensure that airbyte-ci is installed with pipx. Run `pipx list` to check if airbyte-ci is
-  installed.
-- Run `pipx ensurepath` to add the pipx binary directory to your PATH.
-- Add the pipx binary directory to your PATH manually. The pipx binary directory is usually
-  `~/.local/bin`.
-
-### python3.10 not found
-
-If you get the following error when running
-`pipx install --editable --force --python=python3.10 airbyte-ci/connectors/pipelines/`:
-
-```bash
-$ pipx install --editable --force --python=python3.10 airbyte-ci/connectors/pipelines/
-Error: Python 3.10 not found on your system.
-```
-
-It means that you don't have Python 3.10 installed on your system.
-
-To fix this, you can either:
-
-- Install Python 3.10 with pyenv. Run `pyenv install 3.10` to install the latest Python version.
-- Install Python 3.10 with your system package manager. For instance, on Ubuntu you can run
-  `sudo apt install python3.10`.
-- Ensure that Python 3.10 is in your PATH. Run `which python3.10` to check if Python 3.10 is
-  installed and in your PATH.
-
-### Any type of pipeline failure
-
-First you should check that the version of the CLI you are using is the latest one. You can check
-the version of the CLI with the `--version` option:
-
-```bash
-$ airbyte-ci --version
-airbyte-ci, version 0.1.0
-```
-
-and compare it with the version in the pyproject.toml file:
-
-```bash
-$ cat airbyte-ci/connectors/pipelines/pyproject.toml | grep version
-```
-
-If you get any type of pipeline failure, you can run the pipeline with the `--show-dagger-logs`
-option to get more information about the failure.
-
-```bash
-$ airbyte-ci --show-dagger-logs connectors --name=source-pokeapi test
-```
-
-and when in doubt, you can reinstall the CLI with the `--force` option:
-
-```bash
-$ pipx reinstall pipelines --force
-```
diff --git a/airbyte-ci/connectors/pipelines/pipelines/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/__init__.py
deleted file mode 100644
index 4b1a6ecc74dd..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/__init__.py
+++ /dev/null
@@ -1,30 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""The pipelines package."""
-import logging
-import os
-from typing import Union
-from rich.logging import RichHandler
-
-from .helpers import sentry_utils
-
-sentry_utils.initialize()
-
-logging.getLogger("requests").setLevel(logging.WARNING)
-logging.getLogger("urllib3").setLevel(logging.WARNING)
-logging.getLogger("httpx").setLevel(logging.WARNING)
-
-# RichHandler does not work great in the CI environment, so we use a StreamHandler instead
-logging_handler: Union[RichHandler, logging.StreamHandler] = RichHandler(rich_tracebacks=True) if "CI" not in os.environ else logging.StreamHandler()
-
-
-logging.basicConfig(
-    level=logging.INFO,
-    format="%(name)s: %(message)s",
-    datefmt="[%X]",
-    handlers=[logging_handler],
-)
-
-main_logger = logging.getLogger(__name__)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/commands.py
deleted file mode 100644
index b0a7f223af3a..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/commands.py
+++ /dev/null
@@ -1,85 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import List
-
-import asyncclick as click
-import dagger
-
-from pipelines import main_logger
-from pipelines.airbyte_ci.connectors.build_image.steps import run_connector_build_pipeline
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.consts import BUILD_PLATFORMS, LOCAL_BUILD_PLATFORM
-
-
-@click.command(cls=DaggerPipelineCommand, help="Build all images for the selected connectors.")
-@click.option(
-    "--use-host-gradle-dist-tar",
-    is_flag=True,
-    help="Use gradle distTar output from host for java connectors.",
-    default=False,
-    type=bool,
-)
-@click.option(
-    "-a",
-    "--architecture",
-    "build_architectures",
-    help="Architecture for which to build the connector image. If not specified, the image will be built for the local architecture.",
-    multiple=True,
-    default=[LOCAL_BUILD_PLATFORM],
-    type=click.Choice(BUILD_PLATFORMS, case_sensitive=True),
-)
-@click.option(
-    "-t",
-    "--tag",
-    help="The tag to use for the built image.",
-    default="dev",
-    type=str,
-)
-@click.pass_context
-async def build(ctx: click.Context, use_host_gradle_dist_tar: bool, build_architectures: List[str], tag: str) -> bool:
-    """Runs a build pipeline for the selected connectors."""
-    build_platforms = [dagger.Platform(architecture) for architecture in build_architectures]
-    main_logger.info(f"Building connectors for {build_platforms}, use --architecture to change this.")
-    connectors_contexts = [
-        ConnectorContext(
-            pipeline_name=f"Build connector {connector.technical_name}",
-            connector=connector,
-            is_local=ctx.obj["is_local"],
-            git_branch=ctx.obj["git_branch"],
-            git_revision=ctx.obj["git_revision"],
-            diffed_branch=ctx.obj["diffed_branch"],
-            git_repo_url=ctx.obj["git_repo_url"],
-            ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-            report_output_prefix=ctx.obj["report_output_prefix"],
-            gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-            dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-            pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-            ci_context=ctx.obj.get("ci_context"),
-            ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-            use_local_cdk=ctx.obj.get("use_local_cdk"),
-            use_cdk_ref=ctx.obj.get("use_cdk_ref"),
-            enable_report_auto_open=ctx.obj.get("enable_report_auto_open"),
-            use_host_gradle_dist_tar=use_host_gradle_dist_tar,
-            s3_build_cache_access_key_id=ctx.obj.get("s3_build_cache_access_key_id"),
-            s3_build_cache_secret_key=ctx.obj.get("s3_build_cache_secret_key"),
-            targeted_platforms=build_platforms,
-        )
-        for connector in ctx.obj["selected_connectors_with_modified_files"]
-    ]
-    if use_host_gradle_dist_tar and not ctx.obj["is_local"]:
-        raise Exception("flag --use-host-gradle-dist-tar requires --is-local")
-    await run_connectors_pipelines(
-        connectors_contexts,
-        run_connector_build_pipeline,
-        "Build Pipeline",
-        ctx.obj["concurrency"],
-        ctx.obj["dagger_logs_path"],
-        ctx.obj["execute_timeout"],
-        tag,
-    )
-
-    return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/pipeline.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/pipeline.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/__init__.py
deleted file mode 100644
index 5e2fa42230b9..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/__init__.py
+++ /dev/null
@@ -1,57 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-"""This module groups factory like functions to dispatch builds steps according to the connector language."""
-
-from __future__ import annotations
-
-import anyio
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-from pipelines.airbyte_ci.connectors.build_image.steps import java_connectors, python_connectors, manifest_only_connectors
-from pipelines.airbyte_ci.connectors.build_image.steps.common import LoadContainerToLocalDockerHost, StepStatus
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport, Report
-from pipelines.models.steps import StepResult
-
-
-class NoBuildStepForLanguageError(Exception):
-    pass
-
-
-LANGUAGE_BUILD_CONNECTOR_MAPPING = {
-    ConnectorLanguage.PYTHON: python_connectors.run_connector_build,
-    ConnectorLanguage.LOW_CODE: python_connectors.run_connector_build,
-    ConnectorLanguage.MANIFEST_ONLY: manifest_only_connectors.run_connector_build,
-    ConnectorLanguage.JAVA: java_connectors.run_connector_build,
-}
-
-
-async def run_connector_build(context: ConnectorContext) -> StepResult:
-    """Run a build pipeline for a single connector."""
-    if context.connector.language not in LANGUAGE_BUILD_CONNECTOR_MAPPING:
-        raise NoBuildStepForLanguageError(f"No build step for connector language {context.connector.language}.")
-    return await LANGUAGE_BUILD_CONNECTOR_MAPPING[context.connector.language](context)
-
-
-async def run_connector_build_pipeline(context: ConnectorContext, semaphore: anyio.Semaphore, image_tag: str) -> Report:
-    """Run a build pipeline for a single connector.
-
-    Args:
-        context (ConnectorContext): The initialized connector context.
-        semaphore (anyio.Semaphore): The semaphore to use to limit the number of concurrent builds.
-        image_tag (str): The tag to use for the built image.
-    Returns:
-        ConnectorReport: The reports holding builds results.
-    """
-    step_results = []
-    async with semaphore:
-        async with context:
-            build_result = await run_connector_build(context)
-            per_platform_built_containers = build_result.output
-            step_results.append(build_result)
-            if context.is_local and build_result.status is StepStatus.SUCCESS:
-                load_image_result = await LoadContainerToLocalDockerHost(context, image_tag).run(per_platform_built_containers)
-                step_results.append(load_image_result)
-            report = ConnectorReport(context, step_results, name="BUILD RESULTS")
-            context.report = report
-    return report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/build_customization.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/build_customization.py
deleted file mode 100644
index d0b5fa8acb42..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/build_customization.py
+++ /dev/null
@@ -1,104 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import importlib
-from logging import Logger
-from types import ModuleType
-from typing import List, Optional
-
-from connector_ops.utils import Connector  # type: ignore
-from dagger import Container
-
-BUILD_CUSTOMIZATION_MODULE_NAME = "build_customization"
-BUILD_CUSTOMIZATION_SPEC_NAME = f"{BUILD_CUSTOMIZATION_MODULE_NAME}.py"
-DEFAULT_MAIN_FILE_NAME = "main.py"
-
-
-def get_build_customization_module(connector: Connector) -> Optional[ModuleType]:
-    """Import the build_customization.py file from the connector directory if it exists.
-    Returns:
-        Optional[ModuleType]: The build_customization.py module if it exists, None otherwise.
-    """
-    build_customization_spec_path = connector.code_directory / BUILD_CUSTOMIZATION_SPEC_NAME
-
-    if not build_customization_spec_path.exists() or not (
-        build_customization_spec := importlib.util.spec_from_file_location(
-            f"{connector.code_directory.name}_{BUILD_CUSTOMIZATION_MODULE_NAME}", build_customization_spec_path
-        )
-    ):
-        return None
-
-    if build_customization_spec.loader is None:
-        return None
-
-    build_customization_module = importlib.util.module_from_spec(build_customization_spec)
-    build_customization_spec.loader.exec_module(build_customization_module)
-    return build_customization_module
-
-
-def get_main_file_name(connector: Connector) -> str:
-    """Get the main file name from the build_customization.py module if it exists, DEFAULT_MAIN_FILE_NAME otherwise.
-
-    Args:
-        connector (Connector): The connector to build.
-
-    Returns:
-        str: The main file name.
-    """
-    build_customization_module = get_build_customization_module(connector)
-
-    return (
-        build_customization_module.MAIN_FILE_NAME
-        if build_customization_module and hasattr(build_customization_module, "MAIN_FILE_NAME")
-        else DEFAULT_MAIN_FILE_NAME
-    )
-
-
-def get_entrypoint(connector: Connector) -> List[str]:
-    main_file_name = get_main_file_name(connector)
-    return ["python", f"/airbyte/integration_code/{main_file_name}"]
-
-
-def apply_airbyte_entrypoint(connector_container: Container, connector: Connector) -> Container:
-    entrypoint = get_entrypoint(connector)
-
-    return connector_container.with_env_variable("AIRBYTE_ENTRYPOINT", " ".join(entrypoint)).with_entrypoint(entrypoint)
-
-
-async def pre_install_hooks(connector: Connector, base_container: Container, logger: Logger) -> Container:
-    """Run the pre_connector_install hook if it exists in the build_customization.py module.
-    It will mutate the base_container and return it.
-
-    Args:
-        connector (Connector): The connector to build.
-        base_container (Container): The base container to mutate.
-        logger (Logger): The logger to use.
-
-    Returns:
-        Container: The mutated base_container.
-    """
-    build_customization_module = get_build_customization_module(connector)
-    if build_customization_module and hasattr(build_customization_module, "pre_connector_install"):
-        base_container = await build_customization_module.pre_connector_install(base_container)
-        logger.info(f"Connector {connector.technical_name} pre install hook executed.")
-    return base_container
-
-
-async def post_install_hooks(connector: Connector, connector_container: Container, logger: Logger) -> Container:
-    """Run the post_connector_install hook if it exists in the build_customization.py module.
-    It will mutate the connector_container and return it.
-
-    Args:
-        connector (Connector): The connector to build.
-        connector_container (Container): The connector container to mutate.
-        logger (Logger): The logger to use.
-
-    Returns:
-        Container: The mutated connector_container.
-    """
-    build_customization_module = get_build_customization_module(connector)
-    if build_customization_module and hasattr(build_customization_module, "post_connector_install"):
-        connector_container = await build_customization_module.post_connector_install(connector_container)
-        logger.info(f"Connector {connector.technical_name} post install hook executed.")
-    return connector_container
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/common.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/common.py
deleted file mode 100644
index e0e3c76c27fb..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/common.py
+++ /dev/null
@@ -1,147 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from abc import ABC
-from typing import TYPE_CHECKING
-
-import docker  # type: ignore
-from click import UsageError
-from connector_ops.utils import Connector  # type: ignore
-from dagger import Container, ExecError, Platform, QueryError
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.helpers.utils import export_container_to_tarball, sh_dash_c
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from typing import Any, Type, TypeVar
-
-    T = TypeVar("T", bound="BuildConnectorImagesBase")
-
-
-def apply_airbyte_docker_labels(connector_container: Container, connector: Connector) -> Container:
-    return connector_container.with_label("io.airbyte.version", connector.metadata["dockerImageTag"]).with_label(
-        "io.airbyte.name", connector.metadata["dockerRepository"]
-    )
-
-
-class BuildConnectorImagesBase(Step, ABC):
-    """
-    A step to build connector images for a set of platforms.
-    """
-
-    context: ConnectorContext
-    USER = "airbyte"
-
-    @property
-    def title(self) -> str:
-        return f"Build {self.context.connector.technical_name} docker image for platform(s) {', '.join(self.build_platforms)}"
-
-    def __init__(self, context: ConnectorContext) -> None:
-        self.build_platforms = context.targeted_platforms
-        super().__init__(context)
-
-    async def _run(self, *args: Any) -> StepResult:
-        build_results_per_platform = {}
-        for platform in self.build_platforms:
-            try:
-                connector_container = await self._build_connector(platform, *args)
-                connector_container = apply_airbyte_docker_labels(connector_container, self.context.connector)
-                try:
-                    await connector_container.with_exec(["spec"], use_entrypoint=True)
-                except ExecError as e:
-                    return StepResult(
-                        step=self,
-                        status=StepStatus.FAILURE,
-                        stderr=str(e),
-                        stdout=f"Failed to run the spec command on the connector container for platform {platform}.",
-                        exc_info=e,
-                    )
-                build_results_per_platform[platform] = connector_container
-            except (QueryError, UsageError) as e:
-                return StepResult(
-                    step=self, status=StepStatus.FAILURE, stderr=f"Failed to build connector image for platform {platform}: {e}"
-                )
-        success_message = (
-            f"The {self.context.connector.technical_name} docker image "
-            f"was successfully built for platform(s) {', '.join(self.build_platforms)}"
-        )
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout=success_message, output=build_results_per_platform)
-
-    async def _build_connector(self, platform: Platform, *args: Any, **kwargs: Any) -> Container:
-        """Implement the generation of the image for the platform and return the corresponding container.
-
-        Returns:
-            Container: The container to package as a docker image for this platform.
-        """
-        raise NotImplementedError("`BuildConnectorImagesBase`s must define a '_build_connector' attribute.")
-
-    @classmethod
-    async def get_image_user(cls: Type[T], base_container: Container) -> str:
-        """If the base image in use has a user named 'airbyte', we will use it as the user for the connector image.
-
-        Args:
-            base_container (Container): The base container to use to build the connector.
-
-        Returns:
-            str: The user to use for the connector image.
-        """
-        users = (await base_container.with_exec(sh_dash_c(["cut -d: -f1 /etc/passwd | sort | uniq"])).stdout()).splitlines()
-        if cls.USER in users:
-            return cls.USER
-        return "root"
-
-
-class LoadContainerToLocalDockerHost(Step):
-    context: ConnectorContext
-
-    def __init__(self, context: ConnectorContext, image_tag: str = "dev") -> None:
-        super().__init__(context)
-        self.image_tag = image_tag
-
-    def _generate_dev_tag(self, platform: Platform, multi_platforms: bool) -> str:
-        """
-        When building for multiple platforms, we need to tag the image with the platform name.
-        There's no way to locally build a multi-arch image, so we need to tag the image with the platform name when the user passed multiple architecture options.
-        """
-        return f"{self.image_tag}-{platform.replace('/', '-')}" if multi_platforms else self.image_tag
-
-    @property
-    def title(self) -> str:
-        return f"Load {self.image_name}:{self.image_tag} to the local docker host."
-
-    @property
-    def image_name(self) -> str:
-        return f"airbyte/{self.context.connector.technical_name}"
-
-    async def _run(self, containers: dict[Platform, Container]) -> StepResult:
-        loaded_images = []
-        image_sha = None
-        multi_platforms = len(containers) > 1
-        for platform, container in containers.items():
-            _, exported_tar_path = await export_container_to_tarball(self.context, container, platform)
-            if not exported_tar_path:
-                return StepResult(
-                    step=self,
-                    status=StepStatus.FAILURE,
-                    stderr=f"Failed to export the connector image {self.image_name}:{self.image_tag} to a tarball.",
-                )
-            try:
-                client = docker.from_env()
-                image_tag = self._generate_dev_tag(platform, multi_platforms)
-                full_image_name = f"{self.image_name}:{image_tag}"
-                with open(exported_tar_path, "rb") as tarball_content:
-                    new_image = client.images.load(tarball_content.read())[0]
-                    new_image.tag(self.image_name, tag=image_tag)
-                    image_sha = new_image.id
-                    loaded_images.append(full_image_name)
-            except docker.errors.DockerException as e:
-                return StepResult(
-                    step=self, status=StepStatus.FAILURE, stderr=f"Something went wrong while interacting with the local docker client: {e}"
-                )
-
-        return StepResult(
-            step=self, status=StepStatus.SUCCESS, stdout=f"Loaded image {','.join(loaded_images)} to your Docker host ({image_sha})."
-        )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/java_connectors.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/java_connectors.py
deleted file mode 100644
index 75bf89a73d0d..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/java_connectors.py
+++ /dev/null
@@ -1,69 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from dagger import Container, Directory, File, Platform, QueryError
-
-from pipelines.airbyte_ci.connectors.build_image.steps.common import BuildConnectorImagesBase
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.steps.gradle import GradleTask
-from pipelines.dagger.containers import java
-from pipelines.models.steps import StepResult, StepStatus
-
-
-class BuildConnectorDistributionTar(GradleTask):
-    """
-    A step to build a Java connector image using the distTar Gradle task.
-    """
-
-    title = "Build connector tar"
-    gradle_task_name = "distTar"
-
-
-class BuildConnectorImages(BuildConnectorImagesBase):
-    """
-    A step to build Java connector images using the distTar Gradle task.
-    """
-
-    async def _run(self, dist_dir: Directory) -> StepResult:
-        dist_tar: File
-        try:
-            dir_files = await dist_dir.entries()
-            tar_files = [f for f in dir_files if f.endswith(".tar")]
-            num_files = len(tar_files)
-            if num_files != 1:
-                error_message = (
-                    "The distribution tar file for the current java connector was not built."
-                    if num_files == 0
-                    else "More than one distribution tar file was built for the current java connector."
-                )
-                return StepResult(step=self, status=StepStatus.FAILURE, stderr=error_message)
-            dist_tar = dist_dir.file(tar_files[0])
-        except QueryError as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-        return await super()._run(dist_tar)
-
-    async def _build_connector(self, platform: Platform, dist_tar: File) -> Container:
-        return await java.with_airbyte_java_connector(self.context, dist_tar, platform)
-
-
-async def run_connector_build(context: ConnectorContext) -> StepResult:
-    """Create the java connector distribution tar file and build the connector image."""
-
-    if context.use_host_gradle_dist_tar and context.is_local:
-        # Special case: use a local dist tar to speed up local development.
-        dist_dir = await context.dagger_client.host().directory(dist_tar_directory_path(context), include=["*.tar"])
-        # Speed things up by only building for the local platform.
-        return await BuildConnectorImages(context).run(dist_dir)
-
-    # Default case: distribution tar is built by the dagger pipeline.
-    build_connector_tar_result = await BuildConnectorDistributionTar(context).run()
-    if build_connector_tar_result.status is not StepStatus.SUCCESS:
-        return build_connector_tar_result
-
-    dist_dir = await build_connector_tar_result.output.directory("build/distributions")
-    return await BuildConnectorImages(context).run(dist_dir)
-
-
-def dist_tar_directory_path(context: ConnectorContext) -> str:
-    return f"{context.connector.code_directory}/build/distributions"
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/manifest_only_connectors.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/manifest_only_connectors.py
deleted file mode 100644
index 72c9dc386f1e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/manifest_only_connectors.py
+++ /dev/null
@@ -1,71 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-from typing import Any
-
-from dagger import Container, Platform
-from pydash.objects import get  # type: ignore
-
-from pipelines.airbyte_ci.connectors.build_image.steps import build_customization
-from pipelines.airbyte_ci.connectors.build_image.steps.common import BuildConnectorImagesBase
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.consts import COMPONENTS_FILE_PATH, MANIFEST_FILE_PATH
-from pipelines.dagger.actions.python.common import apply_python_development_overrides
-from pipelines.models.steps import StepResult
-
-
-class BuildConnectorImages(BuildConnectorImagesBase):
-    """
-    A step to build a manifest only connector image.
-    A spec command is run on the container to validate it was built successfully.
-    """
-
-    context: ConnectorContext
-    PATH_TO_INTEGRATION_CODE = "/airbyte/integration_code"
-
-    async def _build_connector(self, platform: Platform, *args: Any) -> Container:
-        baseImage = get(self.context.connector.metadata, "connectorBuildOptions.baseImage")
-        if not baseImage:
-            raise ValueError("connectorBuildOptions.baseImage is required to build a manifest only connector.")
-
-        return await self._build_from_base_image(platform)
-
-    def _get_base_container(self, platform: Platform) -> Container:
-        base_image_name = get(self.context.connector.metadata, "connectorBuildOptions.baseImage")
-        self.logger.info(f"Building manifest connector from base image {base_image_name}")
-        return self.dagger_client.container(platform=platform).from_(base_image_name)
-
-    async def _build_from_base_image(self, platform: Platform) -> Container:
-        """Build the connector container using the base image defined in the metadata, in the connectorBuildOptions.baseImage field.
-
-        Returns:
-            Container: The connector container built from the base image.
-        """
-        self.logger.info(f"Building connector from base image in metadata for {platform}")
-
-        # Mount manifest file
-        base_container = self._get_base_container(platform)
-        user = await self.get_image_user(base_container)
-        base_container = base_container.with_file(
-            f"source_declarative_manifest/{MANIFEST_FILE_PATH}",
-            (await self.context.get_connector_dir(include=[MANIFEST_FILE_PATH])).file(MANIFEST_FILE_PATH),
-            owner=user,
-        )
-
-        # Mount components file if it exists
-        components_file = self.context.connector.manifest_only_components_path
-        if components_file.exists():
-            base_container = base_container.with_file(
-                f"source_declarative_manifest/{COMPONENTS_FILE_PATH}",
-                (await self.context.get_connector_dir(include=[COMPONENTS_FILE_PATH])).file(COMPONENTS_FILE_PATH),
-                owner=user,
-            )
-        connector_container = build_customization.apply_airbyte_entrypoint(base_container, self.context.connector)
-        connector_container = await apply_python_development_overrides(self.context, connector_container, user)
-        return connector_container
-
-
-async def run_connector_build(context: ConnectorContext) -> StepResult:
-    return await BuildConnectorImages(context).run()
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/normalization.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/normalization.py
deleted file mode 100644
index 2cfe294a0cac..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/normalization.py
+++ /dev/null
@@ -1,40 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from dagger import Platform
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.dagger.actions.connector import normalization
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-
-# TODO this class could be deleted
-# if java connectors tests are not relying on an existing local normalization image to run
-class BuildOrPullNormalization(Step):
-    """A step to build or pull the normalization image for a connector according to the image name."""
-
-    context: ConnectorContext
-
-    def __init__(self, context: ConnectorContext, normalization_image: str, build_platform: Platform) -> None:
-        """Initialize the step to build or pull the normalization image.
-
-        Args:
-            context (ConnectorContext): The current connector context.
-            normalization_image (str): The normalization image to build (if :dev) or pull.
-        """
-        super().__init__(context)
-        self.build_platform = build_platform
-        self.use_dev_normalization = normalization_image.endswith(":dev")
-        self.normalization_image = normalization_image
-
-    @property
-    def title(self) -> str:
-        return f"Build {self.normalization_image}" if self.use_dev_normalization else f"Pull {self.normalization_image}"
-
-    async def _run(self) -> StepResult:
-        if self.use_dev_normalization:
-            build_normalization_container = normalization.with_normalization(self.context, self.build_platform)
-        else:
-            build_normalization_container = self.context.dagger_client.container().from_(self.normalization_image)
-        return StepResult(step=self, status=StepStatus.SUCCESS, output=build_normalization_container)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/python_connectors.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/python_connectors.py
deleted file mode 100644
index aaddf8152ded..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/python_connectors.py
+++ /dev/null
@@ -1,113 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-from typing import Any
-
-from dagger import Container, Platform
-
-from pipelines.airbyte_ci.connectors.build_image.steps import build_customization
-from pipelines.airbyte_ci.connectors.build_image.steps.common import BuildConnectorImagesBase
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.dagger.actions.python.common import apply_python_development_overrides, with_python_connector_installed
-from pipelines.models.steps import StepResult
-
-
-class BuildConnectorImages(BuildConnectorImagesBase):
-    """
-    A step to build a Python connector image.
-    A spec command is run on the container to validate it was built successfully.
-    """
-
-    context: ConnectorContext
-    PATH_TO_INTEGRATION_CODE = "/airbyte/integration_code"
-
-    async def _build_connector(self, platform: Platform, *args: Any) -> Container:
-        if (
-            "connectorBuildOptions" in self.context.connector.metadata
-            and "baseImage" in self.context.connector.metadata["connectorBuildOptions"]
-        ):
-            return await self._build_from_base_image(platform)
-        else:
-            return await self._build_from_dockerfile(platform)
-
-    def _get_base_container(self, platform: Platform) -> Container:
-        base_image_name = self.context.connector.metadata["connectorBuildOptions"]["baseImage"]
-        self.logger.info(f"Building connector from base image {base_image_name}")
-        return self.dagger_client.container(platform=platform).from_(base_image_name)
-
-    async def _create_builder_container(self, base_container: Container, user: str) -> Container:
-        """Pre install the connector dependencies in a builder container.
-
-        Args:
-            base_container (Container): The base container to use to build the connector.
-            user (str): The user to use in the container.
-        Returns:
-            Container: The builder container, with installed dependencies.
-        """
-        ONLY_BUILD_FILES = ["pyproject.toml", "poetry.lock", "poetry.toml", "setup.py", "requirements.txt", "README.md"]
-
-        builder = await with_python_connector_installed(
-            self.context,
-            base_container,
-            str(self.context.connector.code_directory),
-            user,
-            install_root_package=False,
-            include=ONLY_BUILD_FILES,
-        )
-        return builder
-
-    async def _build_from_base_image(self, platform: Platform) -> Container:
-        """Build the connector container using the base image defined in the metadata, in the connectorBuildOptions.baseImage field.
-
-        Returns:
-            Container: The connector container built from the base image.
-        """
-        self.logger.info(f"Building connector from base image in metadata for {platform}")
-        base = self._get_base_container(platform)
-        user = await self.get_image_user(base)
-        customized_base = await build_customization.pre_install_hooks(self.context.connector, base, self.logger)
-        main_file_name = build_customization.get_main_file_name(self.context.connector)
-
-        builder = await self._create_builder_container(customized_base, user)
-
-        # The snake case name of the connector corresponds to the python package name of the connector
-        # We want to mount it to the container under PATH_TO_INTEGRATION_CODE/connector_snake_case_name
-        connector_snake_case_name = self.context.connector.technical_name.replace("-", "_")
-
-        base_connector_container = (
-            # copy python dependencies from builder to connector container
-            customized_base.with_directory("/usr/local", builder.directory("/usr/local"))
-            .with_workdir(self.PATH_TO_INTEGRATION_CODE)
-            .with_exec(["chown", "-R", f"{user}:{user}", "."])
-            .with_file(main_file_name, (await self.context.get_connector_dir(include=[main_file_name])).file(main_file_name), owner=user)
-            .with_directory(
-                connector_snake_case_name,
-                (await self.context.get_connector_dir(include=[connector_snake_case_name])).directory(connector_snake_case_name),
-                owner=user,
-            )
-        )
-
-        connector_container = build_customization.apply_airbyte_entrypoint(base_connector_container, self.context.connector)
-        customized_connector = await build_customization.post_install_hooks(self.context.connector, connector_container, self.logger)
-        # Make sure the user has access to /tmp
-        customized_connector = customized_connector.with_exec(["chown", "-R", f"{user}:{user}", "/tmp"])
-        return customized_connector.with_user(user)
-
-    async def _build_from_dockerfile(self, platform: Platform) -> Container:
-        """Build the connector container using its Dockerfile.
-
-        Returns:
-            Container: The connector container built from its Dockerfile.
-        """
-        self.logger.warn(
-            "This connector is built from its Dockerfile. This is now deprecated. Please set connectorBuildOptions.baseImage metadata field to use our new build process."
-        )
-        container = self.dagger_client.container(platform=platform).build(await self.context.get_connector_dir())
-        container = await apply_python_development_overrides(self.context, container, "root")
-        return container
-
-
-async def run_connector_build(context: ConnectorContext) -> StepResult:
-    return await BuildConnectorImages(context).run()
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/commands.py
deleted file mode 100644
index 22dee605124b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/commands.py
+++ /dev/null
@@ -1,93 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import Optional
-
-import asyncclick as click
-import semver
-
-from pipelines.airbyte_ci.connectors.bump_version.pipeline import run_connector_version_bump_pipeline
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-
-
-class BumpType(click.ParamType):
-    name = "bump-type"
-
-    def __init__(self) -> None:
-        self.choices = ["patch", "minor", "major", "rc"]
-
-    def convert(self, value: str, param: Optional[click.Parameter], ctx: Optional[click.Context]) -> str:
-        if value in self.choices:
-            return value
-        if value.startswith("version:"):
-            version_str = value.split("version:", 1)[1]
-            if semver.VersionInfo.is_valid(version_str):
-                return value
-        self.fail(f"{value} is not a valid bump type. Valid choices are {self.choices} or 'version:<semver-version>'.", param, ctx)
-
-    def __repr__(self) -> str:
-        return "BumpType"
-
-
-@click.command(cls=DaggerPipelineCommand, short_help="Bump a connector version and update its changelog.")
-@click.argument("bump-type", type=BumpType())
-@click.argument("changelog-entry", type=str)
-@click.option("--pr-number", type=int, help="Pull request number.")
-@click.option("--rc", is_flag=True, help="Bumps version number and appends a release candidate suffix.")
-@click.pass_context
-async def bump_version(
-    ctx: click.Context,
-    bump_type: str,
-    changelog_entry: str,
-    pr_number: int | None,
-    rc: bool,
-) -> bool:
-    """Bump a connector version: update metadata.yaml and changelog."""
-
-    if rc and bump_type == "rc":
-        raise click.BadParameter("The `--rc` flag cannot be used when the specified `bump-type` is `rc`.")
-
-    connectors_contexts = [
-        ConnectorContext(
-            pipeline_name=f"Bump version of connector {connector.technical_name}",
-            connector=connector,
-            is_local=ctx.obj["is_local"],
-            git_branch=ctx.obj["git_branch"],
-            git_revision=ctx.obj["git_revision"],
-            diffed_branch=ctx.obj["diffed_branch"],
-            git_repo_url=ctx.obj["git_repo_url"],
-            ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-            report_output_prefix=ctx.obj["report_output_prefix"],
-            gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-            dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-            pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-            ci_context=ctx.obj.get("ci_context"),
-            ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-            ci_git_user=ctx.obj["ci_git_user"],
-            ci_github_access_token=ctx.obj["ci_github_access_token"],
-            enable_report_auto_open=False,
-            s3_build_cache_access_key_id=ctx.obj.get("s3_build_cache_access_key_id"),
-            s3_build_cache_secret_key=ctx.obj.get("s3_build_cache_secret_key"),
-            docker_hub_username=ctx.obj.get("docker_hub_username"),
-            docker_hub_password=ctx.obj.get("docker_hub_password"),
-        )
-        for connector in ctx.obj["selected_connectors_with_modified_files"]
-    ]
-
-    await run_connectors_pipelines(
-        connectors_contexts,
-        run_connector_version_bump_pipeline,
-        "Version bump pipeline pipeline",
-        ctx.obj["concurrency"],
-        ctx.obj["dagger_logs_path"],
-        ctx.obj["execute_timeout"],
-        bump_type,
-        changelog_entry,
-        rc,
-        pr_number,
-    )
-
-    return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/pipeline.py
deleted file mode 100644
index 57b7ac71c81f..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/bump_version/pipeline.py
+++ /dev/null
@@ -1,109 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from typing import TYPE_CHECKING
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport, Report
-from pipelines.airbyte_ci.steps.bump_version import BumpConnectorVersion
-from pipelines.airbyte_ci.steps.changelog import AddChangelogEntry
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from anyio import Semaphore
-
-
-class RestoreVersionState(Step):
-    context: ConnectorContext
-
-    title = "Restore original version state"
-
-    def __init__(self, context: ConnectorContext) -> None:
-        super().__init__(context)
-        connector = context.connector
-        if connector.metadata_file_path.is_file():
-            self.metadata_content = connector.metadata_file_path.read_text()
-        else:
-            self.metadata_content = None
-
-        if connector.dockerfile_file_path.is_file():
-            self.dockerfile_content = connector.dockerfile_file_path.read_text()
-        else:
-            self.dockerfile_content = None
-
-        if connector.pyproject_file_path.is_file():
-            self.poetry_content = connector.pyproject_file_path.read_text()
-        else:
-            self.poetry_content = None
-
-        if connector.documentation_file_path and connector.documentation_file_path.is_file():
-            self.documentation_content = connector.documentation_file_path.read_text()
-        else:
-            self.documentation_content = None
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-        if self.metadata_content:
-            connector.metadata_file_path.write_text(self.metadata_content)
-        if self.dockerfile_content:
-            connector.dockerfile_file_path.write_text(self.dockerfile_content)
-        if self.poetry_content:
-            connector.pyproject_file_path.write_text(self.poetry_content)
-        if self.documentation_content and connector.documentation_file_path:
-            connector.documentation_file_path.write_text(self.documentation_content)
-        return StepResult(step=self, status=StepStatus.SUCCESS)
-
-    async def _cleanup(self) -> StepResult:
-        return StepResult(step=self, status=StepStatus.SUCCESS)
-
-
-async def run_connector_version_bump_pipeline(
-    context: ConnectorContext,
-    semaphore: "Semaphore",
-    bump_type: str,
-    changelog_entry: str,
-    rc: bool,
-    pull_request_number: str | int | None = None,
-) -> Report:
-    """Run a pipeline to upgrade for a single connector.
-
-    Args:
-        context (ConnectorContext): The initialized connector context.
-
-    Returns:
-        Report: The reports holding the base image version upgrade results.
-    """
-    report_name = "CONNECTOR VERSION BUMP RESULTS"
-    async with semaphore:
-        steps_results = []
-        async with context:
-            connector_directory = await context.get_connector_dir()
-            bump_version = BumpConnectorVersion(context, connector_directory, bump_type, rc)
-            bump_version_result = await bump_version.run()
-            steps_results.append(bump_version_result)
-            if not bump_version_result.success:
-                report = ConnectorReport(context, steps_results, name=report_name)
-                context.report = report
-                return report
-
-            updated_connector_directory = bump_version_result.output
-            for modified_file in bump_version.modified_files:
-                await updated_connector_directory.file(modified_file).export(str(context.connector.code_directory / modified_file))
-                context.logger.info(f"Exported {modified_file} following the version bump.")
-            documentation_directory = await context.get_repo_dir(
-                include=[str(context.connector.local_connector_documentation_directory)]
-            ).directory(str(context.connector.local_connector_documentation_directory))
-            add_changelog_entry = AddChangelogEntry(
-                context, documentation_directory, bump_version.new_version, changelog_entry, pull_request_number=pull_request_number
-            )
-            add_changelog_entry_result = await add_changelog_entry.run()
-            steps_results.append(add_changelog_entry_result)
-            if not add_changelog_entry_result.success:
-                report = ConnectorReport(context, steps_results, name=report_name)
-                context.report = report
-                return report
-
-            await add_changelog_entry.export_modified_files(context.connector.local_connector_documentation_directory)
-            report = ConnectorReport(context, steps_results, name=report_name)
-            context.report = report
-    return report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py
deleted file mode 100644
index 5fc793533a11..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/commands.py
+++ /dev/null
@@ -1,275 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import os
-from pathlib import Path
-from typing import List, Set, Tuple
-
-import asyncclick as click
-from connector_ops.utils import Connector, ConnectorLanguage, SupportLevelEnum, get_all_connectors_in_repo  # type: ignore
-
-from pipelines import main_logger
-from pipelines.cli.airbyte_ci import wrap_in_secret
-from pipelines.cli.click_decorators import click_ignore_unused_kwargs, click_merge_args_into_context_obj
-from pipelines.cli.lazy_group import LazyGroup
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles, get_connector_modified_files, get_modified_connectors
-from pipelines.helpers.git import get_modified_files
-from pipelines.helpers.utils import transform_strs_to_paths
-
-ALL_CONNECTORS = get_all_connectors_in_repo()
-CONNECTORS_WITH_STRICT_ENCRYPT_VARIANTS = {
-    Connector(c.relative_connector_path.replace("-strict-encrypt", ""))
-    for c in ALL_CONNECTORS
-    if c.technical_name.endswith("-strict-encrypt")
-}
-
-
-def log_selected_connectors(selected_connectors_with_modified_files: List[ConnectorWithModifiedFiles]) -> None:
-    """Logs selected connector names into main logger, or says no connectors to run."""
-    if selected_connectors_with_modified_files:
-        selected_connectors_names = [c.technical_name for c in selected_connectors_with_modified_files]
-        main_logger.info(f"Will run on the following {len(selected_connectors_names)} connectors: {', '.join(selected_connectors_names)}.")
-    else:
-        main_logger.info("No connectors to run.")
-
-
-def get_base_connector_and_variants(connector: Connector) -> Set[Connector]:
-    """Returns the connector's name and it's strict-encrypt variant."""
-    base_connector_path = connector.relative_connector_path.replace("-strict-encrypt", "")
-    base_connector = Connector(base_connector_path)
-    strict_encrypt_connector_path = f"{base_connector.relative_connector_path}-strict-encrypt"
-    if base_connector in CONNECTORS_WITH_STRICT_ENCRYPT_VARIANTS:
-        return {base_connector, Connector(strict_encrypt_connector_path)}
-    else:
-        return {base_connector}
-
-
-def update_selected_connectors_with_variants(selected_connectors: Set[Connector]) -> Set[Connector]:
-    """Returns the connectors and their variants."""
-    updated_selected_connectors = set()
-    for selected_connector in selected_connectors:
-        updated_selected_connectors.update(get_base_connector_and_variants(selected_connector))
-    return updated_selected_connectors
-
-
-def get_selected_connectors_with_modified_files(
-    selected_names: Tuple[str],
-    selected_support_levels: Tuple[str],
-    selected_languages: Tuple[str],
-    modified: bool,
-    metadata_changes_only: bool,
-    metadata_query: str,
-    modified_files: Set[Path],
-    enable_dependency_scanning: bool = False,
-) -> List[ConnectorWithModifiedFiles]:
-    """Get the connectors that match the selected criteria.
-
-    Args:
-        selected_names (Tuple[str]): Selected connector names.
-        selected_support_levels (Tuple[str]): Selected connector support levels.
-        selected_languages (Tuple[str]): Selected connector languages.
-        modified (bool): Whether to select the modified connectors.
-        metadata_changes_only (bool): Whether to select only the connectors with metadata changes.
-        modified_files (Set[Path]): The modified files.
-        enable_dependency_scanning (bool): Whether to enable the dependency scanning.
-    Returns:
-        List[ConnectorWithModifiedFiles]: The connectors that match the selected criteria.
-    """
-
-    if metadata_changes_only and not modified:
-        main_logger.info("--metadata-changes-only overrides --modified")
-        modified = True
-
-    selected_modified_connectors = (
-        get_modified_connectors(modified_files, ALL_CONNECTORS, enable_dependency_scanning) if modified else set()
-    )
-    selected_connectors_by_name = {c for c in ALL_CONNECTORS if c.technical_name in selected_names}
-    selected_connectors_by_support_level = {connector for connector in ALL_CONNECTORS if connector.support_level in selected_support_levels}
-    selected_connectors_by_language = {connector for connector in ALL_CONNECTORS if connector.language in selected_languages}
-    selected_connectors_by_query = (
-        {connector for connector in ALL_CONNECTORS if connector.metadata_query_match(metadata_query)} if metadata_query else set()
-    )
-
-    non_empty_connector_sets = [
-        connector_set
-        for connector_set in [
-            selected_connectors_by_name,
-            selected_connectors_by_support_level,
-            selected_connectors_by_language,
-            selected_connectors_by_query,
-            selected_modified_connectors,
-        ]
-        if connector_set
-    ]
-    # The selected connectors are the intersection of the selected connectors by name, support_level, language, simpleeval query and modified.
-    selected_connectors = set.intersection(*non_empty_connector_sets) if non_empty_connector_sets else set()
-
-    # We always want to pair selection of a base connector with its variant, e vice versa
-    selected_connectors = update_selected_connectors_with_variants(selected_connectors)
-
-    selected_connectors_with_modified_files = []
-    for connector in selected_connectors:
-        connector_with_modified_files = ConnectorWithModifiedFiles(
-            relative_connector_path=connector.relative_connector_path,
-            modified_files=get_connector_modified_files(connector, modified_files),
-        )
-        if not metadata_changes_only:
-            selected_connectors_with_modified_files.append(connector_with_modified_files)
-        else:
-            if connector_with_modified_files.has_metadata_change:
-                selected_connectors_with_modified_files.append(connector_with_modified_files)
-
-    return selected_connectors_with_modified_files
-
-
-def validate_environment(is_local: bool) -> None:
-    """Check if the required environment variables exist."""
-    if is_local:
-        if not Path(".git").is_dir():
-            raise click.UsageError("You need to run this command from the repository root.")
-    else:
-        required_env_vars_for_ci = [
-            "CI_GITHUB_ACCESS_TOKEN",
-            "DOCKER_HUB_USERNAME",
-            "DOCKER_HUB_PASSWORD",
-        ]
-        for required_env_var in required_env_vars_for_ci:
-            if os.getenv(required_env_var) is None:
-                raise click.UsageError(f"When running in a CI context a {required_env_var} environment variable must be set.")
-
-
-@click.group(
-    cls=LazyGroup,
-    help="Commands related to connectors and connector acceptance tests.",
-    lazy_subcommands={
-        "build": "pipelines.airbyte_ci.connectors.build_image.commands.build",
-        "test": "pipelines.airbyte_ci.connectors.test.commands.test",
-        "list": "pipelines.airbyte_ci.connectors.list.commands.list_connectors",
-        "publish": "pipelines.airbyte_ci.connectors.publish.commands.publish",
-        "bump-version": "pipelines.airbyte_ci.connectors.bump_version.commands.bump_version",
-        "migrate-to-manifest-only": "pipelines.airbyte_ci.connectors.migrate_to_manifest_only.commands.migrate_to_manifest_only",
-        "migrate-to-inline-schemas": "pipelines.airbyte_ci.connectors.migrate_to_inline_schemas.commands.migrate_to_inline_schemas",
-        "generate-erd": "pipelines.airbyte_ci.connectors.generate_erd.commands.generate_erd",
-        "upgrade-cdk": "pipelines.airbyte_ci.connectors.upgrade_cdk.commands.upgrade_cdk",
-        "up-to-date": "pipelines.airbyte_ci.connectors.up_to_date.commands.up_to_date",
-        "pull-request": "pipelines.airbyte_ci.connectors.pull_request.commands.pull_request",
-    },
-)
-@click.option(
-    "--name",
-    "names",
-    multiple=True,
-    help="Only test a specific connector. Use its technical name. e.g source-pokeapi.",
-    type=click.Choice([c.technical_name for c in ALL_CONNECTORS]),
-)
-@click.option("--language", "languages", multiple=True, help="Filter connectors to test by language.", type=click.Choice(ConnectorLanguage))
-@click.option(
-    "--support-level",
-    "support_levels",
-    multiple=True,
-    help="Filter connectors to test by support_level.",
-    type=click.Choice(SupportLevelEnum),
-)
-@click.option(
-    "--modified/--not-modified",
-    help="Only test modified connectors in the current branch. Archived connectors are ignored",
-    default=False,
-    type=bool,
-)
-@click.option(
-    "--metadata-changes-only/--not-metadata-changes-only",
-    help="Only test connectors with modified metadata files in the current branch.",
-    default=False,
-    type=bool,
-)
-@click.option(
-    "--metadata-query",
-    help="Filter connectors by metadata query using `simpleeval`. e.g. 'data.ab_internal.ql == 200'",
-    type=str,
-)
-@click.option("--concurrency", help="Number of connector tests pipeline to run in parallel.", default=5, type=int)
-@click.option(
-    "--execute-timeout",
-    help="The maximum time in seconds for the execution of a Dagger request before an ExecuteTimeoutError is raised. Passing None results in waiting forever.",
-    default=None,
-    type=int,
-)
-@click.option(
-    "--enable-dependency-scanning/--disable-dependency-scanning",
-    help="When enabled, the dependency scanning will be performed to detect the connectors to test according to a dependency change.",
-    default=False,
-    type=bool,
-)
-@click.option(
-    "--use-local-cdk",
-    is_flag=True,
-    help=("Build with the airbyte-cdk from the local repository. " "This is useful for testing changes to the CDK."),
-    default=False,
-    type=bool,
-)
-@click.option(
-    "--use-cdk-ref",
-    help=(
-        "Build with the airbyte-cdk from the specified git ref. "
-        "This is useful for testing against dev versions or previous versions of the CDK. "
-        "Ignored for java connectors and if `--use-local-cdk` is set."
-    ),
-    type=str,
-)
-@click.option(
-    "--enable-report-auto-open/--disable-report-auto-open",
-    is_flag=True,
-    help=("When enabled, finishes by opening a browser window to display an HTML report."),
-    default=True,
-    type=bool,
-)
-@click.option(
-    "--docker-hub-username",
-    help="Your username to connect to DockerHub.",
-    type=click.STRING,
-    required=False,
-    envvar="DOCKER_HUB_USERNAME",
-    callback=wrap_in_secret,
-)
-@click.option(
-    "--docker-hub-password",
-    help="Your password to connect to DockerHub.",
-    type=click.STRING,
-    required=False,
-    envvar="DOCKER_HUB_PASSWORD",
-    callback=wrap_in_secret,
-)
-@click_merge_args_into_context_obj
-@click.pass_context
-@click_ignore_unused_kwargs
-async def connectors(
-    ctx: click.Context,
-) -> None:
-    """Group all the connectors-ci command."""
-    validate_environment(ctx.obj["is_local"])
-
-    modified_files = []
-    if ctx.obj["modified"] or ctx.obj["metadata_changes_only"]:
-        modified_files = transform_strs_to_paths(
-            await get_modified_files(
-                ctx.obj["git_branch"],
-                ctx.obj["git_revision"],
-                ctx.obj["diffed_branch"],
-                ctx.obj["is_local"],
-                ctx.obj["ci_context"],
-                ctx.obj["git_repo_url"],
-            )
-        )
-
-    ctx.obj["selected_connectors_with_modified_files"] = get_selected_connectors_with_modified_files(
-        ctx.obj["names"],
-        ctx.obj["support_levels"],
-        ctx.obj["languages"],
-        ctx.obj["modified"],
-        ctx.obj["metadata_changes_only"],
-        ctx.obj["metadata_query"],
-        set(modified_files),
-        ctx.obj["enable_dependency_scanning"],
-    )
-    log_selected_connectors(ctx.obj["selected_connectors_with_modified_files"])
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/consts.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/consts.py
deleted file mode 100644
index b15d82958287..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/consts.py
+++ /dev/null
@@ -1,42 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from enum import Enum
-
-
-class CONNECTOR_TEST_STEP_ID(str, Enum):
-    """
-    An enum for the different step ids of the connector test pipeline.
-    """
-
-    ACCEPTANCE = "acceptance"
-    INCREMENTAL_ACCEPTANCE = "incremental_acceptance"
-    BUILD_NORMALIZATION = "build_normalization"
-    BUILD_TAR = "build_tar"
-    BUILD = "build"
-    INTEGRATION = "integration"
-    PYTHON_CLI_VALIDATION = "python_cli_validation"
-    QA_CHECKS = "qa_checks"
-    UNIT = "unit"
-    VERSION_INC_CHECK = "version_inc_check"
-    CONNECTOR_LIVE_TESTS = "connector_live_tests"
-    REGRESSION_TEST = "common.regression_test"
-    ADD_CHANGELOG_ENTRY = "bump_version.changelog"
-    SET_CONNECTOR_VERSION = "bump_version.set"
-    CHECK_UPDATE_CANDIDATE = "up_to_date.check"
-    UPDATE_POETRY = "up_to_date.poetry"
-    UPDATE_PULL_REQUEST = "up_to_date.pull"
-    LLM_RELATIONSHIPS = "llm_relationships"
-    DBML_FILE = "dbml_file"
-    PUBLISH_ERD = "publish_erd"
-    PULL_REQUEST_CREATE = "pull_request.create"
-    PULL_REQUEST_UPDATE = "pull_request.update"
-    MANIFEST_ONLY_CHECK = "migrate_to_manifest_only.check"
-    MANIFEST_ONLY_STRIP = "migrate_to_manifest_only.strip"
-    MANIFEST_ONLY_UPDATE = "migrate_to_manifest_only.update"
-    INLINE_CANDIDATE = "migration_to_inline_schemas.candidate"
-    INLINE_MIGRATION = "migration_to_inline_schemas.migration"
-    INLINE_CLEANUP = "migration_to_inline_schemas.cleanup"
-    LOAD_IMAGE_TO_LOCAL_DOCKER_HOST = "load_image_to_local_docker_host"
-
-    def __str__(self) -> str:
-        return self.value
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/context.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/context.py
deleted file mode 100644
index ecb901945486..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/context.py
+++ /dev/null
@@ -1,273 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""Module declaring context related classes."""
-
-from __future__ import annotations
-
-from datetime import datetime
-from pathlib import Path
-from types import TracebackType
-from typing import TYPE_CHECKING
-
-import yaml  # type: ignore
-from asyncer import asyncify
-from dagger import Directory, Platform
-from github import PullRequest
-
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport
-from pipelines.consts import BUILD_PLATFORMS
-from pipelines.dagger.actions import secrets
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles
-from pipelines.helpers.execution.run_steps import RunStepOptions
-from pipelines.helpers.github import update_commit_status_check
-from pipelines.helpers.slack import send_message_to_webhook
-from pipelines.helpers.utils import METADATA_FILE_NAME
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from pipelines.models.secrets import LocalDirectorySecretStore, Secret, SecretStore
-
-if TYPE_CHECKING:
-    from pathlib import Path as NativePath
-    from typing import Dict, FrozenSet, List, Optional, Sequence
-
-
-class ConnectorContext(PipelineContext):
-    """The connector context is used to store configuration for a specific connector pipeline run."""
-
-    DEFAULT_CONNECTOR_ACCEPTANCE_TEST_IMAGE = "airbyte/connector-acceptance-test:dev"
-
-    def __init__(
-        self,
-        pipeline_name: str,
-        connector: ConnectorWithModifiedFiles,
-        is_local: bool,
-        git_branch: str,
-        git_revision: str,
-        diffed_branch: str,
-        git_repo_url: str,
-        report_output_prefix: str,
-        ci_report_bucket: Optional[str] = None,
-        ci_gcp_credentials: Optional[Secret] = None,
-        ci_git_user: Optional[str] = None,
-        ci_github_access_token: Optional[Secret] = None,
-        connector_acceptance_test_image: str = DEFAULT_CONNECTOR_ACCEPTANCE_TEST_IMAGE,
-        gha_workflow_run_url: Optional[str] = None,
-        dagger_logs_url: Optional[str] = None,
-        pipeline_start_timestamp: Optional[int] = None,
-        ci_context: Optional[str] = None,
-        slack_webhook: Optional[str] = None,
-        pull_request: Optional[PullRequest.PullRequest] = None,
-        should_save_report: bool = True,
-        code_tests_only: bool = False,
-        use_local_cdk: bool = False,
-        use_cdk_ref: Optional[str] = None,
-        use_host_gradle_dist_tar: bool = False,
-        enable_report_auto_open: bool = True,
-        docker_hub_username: Optional[Secret] = None,
-        docker_hub_password: Optional[Secret] = None,
-        s3_build_cache_access_key_id: Optional[Secret] = None,
-        s3_build_cache_secret_key: Optional[Secret] = None,
-        genai_api_key: Optional[Secret] = None,
-        dbdocs_token: Optional[Secret] = None,
-        concurrent_cat: Optional[bool] = False,
-        run_step_options: RunStepOptions = RunStepOptions(),
-        targeted_platforms: Sequence[Platform] = BUILD_PLATFORMS,
-        secret_stores: Dict[str, SecretStore] | None = None,
-    ) -> None:
-        """Initialize a connector context.
-
-        Args:
-            connector (Connector): The connector under test.
-            is_local (bool): Whether the context is for a local run or a CI run.
-            git_branch (str): The current git branch name.
-            git_revision (str): The current git revision, commit hash.
-            diffed_branch: str: The branch to compare the current branch against.
-            git_repo_url: str: The URL of the git repository.
-            report_output_prefix (str): The S3 key to upload the test report to.
-            connector_acceptance_test_image (Optional[str], optional): The image to use to run connector acceptance tests. Defaults to DEFAULT_CONNECTOR_ACCEPTANCE_TEST_IMAGE.
-            gha_workflow_run_url (Optional[str], optional): URL to the github action workflow run. Only valid for CI run. Defaults to None.
-            dagger_logs_url (Optional[str], optional): URL to the dagger logs. Only valid for CI run. Defaults to None.
-            pipeline_start_timestamp (Optional[int], optional): Timestamp at which the pipeline started. Defaults to None.
-            ci_context (Optional[str], optional): Pull requests, workflow dispatch or nightly build. Defaults to None.
-            slack_webhook (Optional[str], optional): The slack webhook to send messages to. Defaults to None.
-            pull_request (PullRequest, optional): The pull request object if the pipeline was triggered by a pull request. Defaults to None.
-            code_tests_only (bool, optional): Whether to ignore non-code tests like QA and metadata checks. Defaults to False.
-            use_host_gradle_dist_tar (bool, optional): Used when developing java connectors with gradle. Defaults to False.
-            enable_report_auto_open (bool, optional): Open HTML report in browser window. Defaults to True.
-            docker_hub_username (Optional[Secret], optional): Docker Hub username to use to read registries. Defaults to None.
-            docker_hub_password (Optional[Secret], optional): Docker Hub password to use to read registries. Defaults to None.
-            s3_build_cache_access_key_id (Optional[Secret], optional): Gradle S3 Build Cache credentials. Defaults to None.
-            s3_build_cache_secret_key (Optional[Secret], optional): Gradle S3 Build Cache credentials. Defaults to None.
-            concurrent_cat (bool, optional): Whether to run the CAT tests in parallel. Defaults to False.
-            targeted_platforms (Optional[Iterable[Platform]], optional): The platforms to build the connector image for. Defaults to BUILD_PLATFORMS.
-        """
-
-        self.pipeline_name = pipeline_name
-        self.connector = connector
-        self.connector_acceptance_test_image = connector_acceptance_test_image
-        self._secrets_dir: Optional[Directory] = None
-        self._updated_secrets_dir: Optional[Directory] = None
-        self.cdk_version: Optional[str] = None
-        self.should_save_report = should_save_report
-        self.code_tests_only = code_tests_only
-        self.use_local_cdk = use_local_cdk
-        self.use_cdk_ref = use_cdk_ref
-        self.use_host_gradle_dist_tar = use_host_gradle_dist_tar
-        self.enable_report_auto_open = enable_report_auto_open
-        self.docker_hub_username = docker_hub_username
-        self.docker_hub_password = docker_hub_password
-        self.s3_build_cache_access_key_id = s3_build_cache_access_key_id
-        self.s3_build_cache_secret_key = s3_build_cache_secret_key
-        self.genai_api_key = genai_api_key
-        self.dbdocs_token = dbdocs_token
-        self.concurrent_cat = concurrent_cat
-        self.targeted_platforms = targeted_platforms
-        super().__init__(
-            pipeline_name=pipeline_name,
-            is_local=is_local,
-            git_branch=git_branch,
-            git_revision=git_revision,
-            diffed_branch=diffed_branch,
-            git_repo_url=git_repo_url,
-            report_output_prefix=report_output_prefix,
-            gha_workflow_run_url=gha_workflow_run_url,
-            dagger_logs_url=dagger_logs_url,
-            pipeline_start_timestamp=pipeline_start_timestamp,
-            ci_context=ci_context,
-            slack_webhook=slack_webhook,
-            pull_request=pull_request,
-            ci_report_bucket=ci_report_bucket,
-            ci_gcp_credentials=ci_gcp_credentials,
-            ci_git_user=ci_git_user,
-            ci_github_access_token=ci_github_access_token,
-            run_step_options=run_step_options,
-            enable_report_auto_open=enable_report_auto_open,
-            secret_stores=secret_stores,
-        )
-
-    @property
-    def modified_files(self) -> FrozenSet[NativePath]:
-        return self.connector.modified_files
-
-    @property
-    def secrets_dir(self) -> Optional[Directory]:
-        return self._secrets_dir
-
-    @secrets_dir.setter
-    def secrets_dir(self, secrets_dir: Directory) -> None:
-        self._secrets_dir = secrets_dir
-
-    @property
-    def updated_secrets_dir(self) -> Optional[Directory]:
-        return self._updated_secrets_dir
-
-    @updated_secrets_dir.setter
-    def updated_secrets_dir(self, updated_secrets_dir: Directory) -> None:
-        self._updated_secrets_dir = updated_secrets_dir
-
-    @property
-    def connector_acceptance_test_source_dir(self) -> Directory:
-        return self.get_repo_dir("airbyte-integrations/bases/connector-acceptance-test")
-
-    @property
-    def live_tests_dir(self) -> Directory:
-        return self.get_repo_dir("airbyte-ci/connectors/live-tests")
-
-    @property
-    def erd_package_dir(self) -> Directory:
-        return self.get_repo_dir("airbyte-ci/connectors/erd")
-
-    @property
-    def should_save_updated_secrets(self) -> bool:
-        return self.ci_gcp_credentials is not None and self.updated_secrets_dir is not None
-
-    @property
-    def host_image_export_dir_path(self) -> str:
-        return "." if self.is_ci else "/tmp"
-
-    @property
-    def metadata_path(self) -> Path:
-        return self.connector.code_directory / METADATA_FILE_NAME
-
-    @property
-    def metadata(self) -> dict:
-        return yaml.safe_load(self.metadata_path.read_text())["data"]
-
-    @property
-    def docker_repository(self) -> str:
-        return self.metadata["dockerRepository"]
-
-    @property
-    def docker_image_tag(self) -> str:
-        return self.metadata["dockerImageTag"]
-
-    @property
-    def docker_image(self) -> str:
-        return f"{self.docker_repository}:{self.docker_image_tag}"
-
-    @property
-    def local_secret_store_name(self) -> str:
-        return f"{self.connector.technical_name}-local"
-
-    @property
-    def local_secret_store(self) -> Optional[LocalDirectorySecretStore]:
-        connector_secrets_path = self.connector.code_directory / "secrets"
-        if connector_secrets_path.is_dir():
-            return LocalDirectorySecretStore(connector_secrets_path)
-        return None
-
-    async def get_connector_dir(self, exclude: Optional[List[str]] = None, include: Optional[List[str]] = None) -> Directory:
-        """Get the connector under test source code directory.
-
-        Args:
-            exclude ([List[str], optional): List of files or directories to exclude from the directory. Defaults to None.
-            include ([List[str], optional): List of files or directories to include in the directory. Defaults to None.
-
-        Returns:
-            Directory: The connector under test source code directory.
-        """
-        vanilla_connector_dir = self.get_repo_dir(str(self.connector.code_directory), exclude=exclude, include=include)
-        return await vanilla_connector_dir.with_timestamps(1)
-
-    async def __aexit__(
-        self, exception_type: Optional[type[BaseException]], exception_value: Optional[BaseException], traceback: Optional[TracebackType]
-    ) -> bool:
-        """Perform teardown operation for the ConnectorContext.
-
-        On the context exit the following operations will happen:
-            - Upload updated connector secrets back to Google Secret Manager
-            - Write a test report in JSON format locally and to S3 if running in a CI environment
-            - Update the commit status check on GitHub if running in a CI environment.
-        It should gracefully handle the execution error that happens and always upload a test report and update commit status check.
-        Args:
-            exception_type (Optional[type[BaseException]]): The exception type if an exception was raised in the context execution, None otherwise.
-            exception_value (Optional[BaseException]): The exception value if an exception was raised in the context execution, None otherwise.
-            traceback (Optional[TracebackType]): The traceback if an exception was raised in the context execution, None otherwise.
-        Returns:
-            bool: Whether the teardown operation ran successfully.
-        """
-        self.stopped_at = datetime.utcnow()
-        self.state = self.determine_final_state(self.report, exception_value)
-        if exception_value:
-            self.logger.error("An error got handled by the ConnectorContext", exc_info=True)
-        if self.report is None:
-            self.logger.error("No test report was provided. This is probably due to an upstream error")
-            self.report = ConnectorReport(self, [])
-
-        if self.should_save_updated_secrets:
-            await secrets.upload(self)
-
-        self.report.print()
-
-        if self.should_save_report:
-            await self.report.save()
-
-        await asyncify(update_commit_status_check)(**self.github_commit_status)
-
-        if self.should_send_slack_message:
-            # Using a type ignore here because the should_send_slack_message property is checking for non nullity of the slack_webhook
-            await asyncify(send_message_to_webhook)(self.create_slack_message(), self.get_slack_channels(), self.slack_webhook)  # type: ignore
-
-        # Supress the exception if any
-        return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/__init__.py
deleted file mode 100644
index 7f66676b8716..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/commands.py
deleted file mode 100644
index 6203febb51b9..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/commands.py
+++ /dev/null
@@ -1,57 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from typing import List
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.generate_erd.pipeline import run_connector_generate_erd_pipeline
-from pipelines.cli.click_decorators import click_ignore_unused_kwargs, click_merge_args_into_context_obj
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.cli.secrets import wrap_in_secret
-from pipelines.helpers.connectors.command import run_connector_pipeline
-
-
-@click.command(
-    cls=DaggerPipelineCommand,
-    short_help="Generate ERD",
-)
-@click.option(
-    "--dbdocs-token",
-    help="The token to use with dbdocs CLI.",
-    type=click.STRING,
-    required=False,
-    envvar="DBDOCS_TOKEN",
-    callback=wrap_in_secret,
-)
-@click.option(
-    "--genai-api-key",
-    help="The API key to interact with GENAI.",
-    type=click.STRING,
-    required=False,
-    envvar="GENAI_API_KEY",
-    callback=wrap_in_secret,
-)
-@click.option(
-    "--skip-step",
-    "-x",
-    "skip_steps",
-    multiple=True,
-    type=click.Choice([step_id.value for step_id in [CONNECTOR_TEST_STEP_ID.LLM_RELATIONSHIPS, CONNECTOR_TEST_STEP_ID.PUBLISH_ERD]]),
-    help="Skip a step by name. Can be used multiple times to skip multiple steps.",
-)
-@click_merge_args_into_context_obj
-@click.pass_context
-@click_ignore_unused_kwargs
-async def generate_erd(ctx: click.Context, skip_steps: List[str]) -> bool:
-    """
-    dbdocs_token and genai_api_key and unused because they are set as part of the context in the helpers
-    """
-    return await run_connector_pipeline(
-        ctx,
-        "Generate ERD schema",
-        False,
-        run_connector_generate_erd_pipeline,
-        skip_steps,
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/pipeline.py
deleted file mode 100644
index 3c066307586b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/generate_erd/pipeline.py
+++ /dev/null
@@ -1,169 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import json
-from pathlib import Path
-from typing import TYPE_CHECKING, List
-
-from dagger import Container, Directory
-
-from pipelines.airbyte_ci.connectors.build_image.steps.python_connectors import BuildConnectorImages
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.context import ConnectorContext, PipelineContext
-from pipelines.airbyte_ci.connectors.reports import Report
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.dagger.actions.python.poetry import with_poetry
-from pipelines.helpers.connectors.command import run_connector_steps
-from pipelines.helpers.execution.run_steps import STEP_TREE, StepToRun
-from pipelines.models.secrets import Secret
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from anyio import Semaphore
-
-
-def _get_erd_folder(code_directory: Path) -> Path:
-    path = code_directory / "erd"
-    if not path.exists():
-        path.mkdir()
-    return path
-
-
-class GenerateDbml(Step):
-    context: ConnectorContext
-
-    title = "Generate DBML file"
-
-    def __init__(self, context: PipelineContext, skip_relationship_generation: bool) -> None:
-        super().__init__(context)
-        self._skip_relationship_generation = skip_relationship_generation
-
-    async def _run(self, connector_to_discover: Container) -> StepResult:
-        if not self._skip_relationship_generation and not self.context.genai_api_key:
-            raise ValueError("GENAI_API_KEY needs to be provided if the relationship generation is not skipped")
-
-        discovered_catalog = await self._get_discovered_catalog(connector_to_discover)
-
-        connector_directory = await self.context.get_connector_dir()
-        command = ["poetry", "run", "erd", "--source-path", "/source", "--source-technical-name", self.context.connector.technical_name]
-        if self._skip_relationship_generation:
-            command.append("--skip-llm-relationships")
-
-        erd_directory = self._build_erd_container(connector_directory, discovered_catalog).with_exec(command).directory("/source/erd")
-        await erd_directory.export(str(_get_erd_folder(self.context.connector.code_directory)))
-
-        return StepResult(step=self, status=StepStatus.SUCCESS, output=erd_directory)
-
-    async def _get_discovered_catalog(self, connector_to_discover: Container) -> str:
-        source_config_path_in_container = "/data/config.json"
-        discover_output = (
-            await connector_to_discover.with_new_file(source_config_path_in_container, contents=self._get_default_config().value)
-            .with_exec(["discover", "--config", source_config_path_in_container], use_entrypoint=True)
-            .stdout()
-        )
-        return self._get_schema_from_discover_output(discover_output)
-
-    def _get_default_config(self) -> Secret:
-        if not self.context.local_secret_store:
-            raise ValueError("Expecting local secret store to be set up but couldn't find it")
-
-        filtered_secrets = [secret for secret in self.context.local_secret_store.get_all_secrets() if secret.file_name == "config.json"]
-        if not filtered_secrets:
-            raise ValueError("Expecting at least one secret to match name `config.json`")
-        elif len(filtered_secrets) > 1:
-            self.logger.warning(
-                f"Expecting only one secret with name `config.json but got {len(filtered_secrets)}. Will take the first one in the list."
-            )
-
-        return filtered_secrets[0]
-
-    @staticmethod
-    def _get_schema_from_discover_output(discover_output: str) -> str:
-        for line in discover_output.split("\n"):
-            json_line = json.loads(line)
-            if json_line.get("type") == "CATALOG":
-                return json.dumps(json.loads(line).get("catalog"))
-        raise ValueError("No catalog was found in output")
-
-    def _build_erd_container(self, connector_directory: Directory, discovered_catalog: str) -> Container:
-        """Create a container to run ERD generation."""
-        container = with_poetry(self.context)
-        if self.context.genai_api_key:
-            container = container.with_secret_variable("GENAI_API_KEY", self.context.genai_api_key.as_dagger_secret(self.dagger_client))
-
-        container = (
-            container.with_mounted_directory("/source", connector_directory)
-            .with_new_file("/source/erd/discovered_catalog.json", contents=discovered_catalog)
-            .with_mounted_directory("/app", self.context.erd_package_dir)
-            .with_workdir("/app")
-        )
-
-        return container.with_exec(["poetry", "lock"], use_entrypoint=True).with_exec(["poetry", "install"], use_entrypoint=True)
-
-
-class UploadDbmlSchema(Step):
-    context: ConnectorContext
-
-    title = "Upload DBML file to dbdocs.io"
-
-    def __init__(self, context: PipelineContext) -> None:
-        super().__init__(context)
-
-    async def _run(self, erd_directory: Directory) -> StepResult:
-        if not self.context.dbdocs_token:
-            raise ValueError(
-                "In order to publish to dbdocs, DBDOCS_TOKEN needs to be provided. Either pass the value or skip the publish step"
-            )
-
-        dbdocs_container = (
-            self.dagger_client.container()
-            .from_("node:lts-bullseye-slim")
-            .with_exec(["npm", "install", "-g", "dbdocs"], use_entrypoint=True)
-            .with_env_variable("DBDOCS_TOKEN", self.context.dbdocs_token.value)
-            .with_workdir("/airbyte_dbdocs")
-            .with_file("/airbyte_dbdocs/dbdocs.dbml", erd_directory.file("source.dbml"))
-        )
-
-        db_docs_build = ["dbdocs", "build", "dbdocs.dbml", f"--project={self.context.connector.technical_name}"]
-        await dbdocs_container.with_exec(db_docs_build).stdout()
-        # TODO: produce link to dbdocs in output logs
-
-        return StepResult(step=self, status=StepStatus.SUCCESS)
-
-
-async def run_connector_generate_erd_pipeline(
-    context: ConnectorContext,
-    semaphore: "Semaphore",
-    skip_steps: List[str],
-) -> Report:
-    context.targeted_platforms = [LOCAL_BUILD_PLATFORM]
-    steps_to_run: STEP_TREE = []
-
-    steps_to_run.append([StepToRun(id=CONNECTOR_TEST_STEP_ID.BUILD, step=BuildConnectorImages(context))])
-
-    steps_to_run.append(
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.DBML_FILE,
-                step=GenerateDbml(context, CONNECTOR_TEST_STEP_ID.LLM_RELATIONSHIPS in skip_steps),
-                args=lambda results: {"connector_to_discover": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-        ]
-    )
-
-    if CONNECTOR_TEST_STEP_ID.PUBLISH_ERD not in skip_steps:
-        steps_to_run.append(
-            [
-                StepToRun(
-                    id=CONNECTOR_TEST_STEP_ID.PUBLISH_ERD,
-                    step=UploadDbmlSchema(context),
-                    args=lambda results: {"erd_directory": results[CONNECTOR_TEST_STEP_ID.DBML_FILE].output},
-                    depends_on=[CONNECTOR_TEST_STEP_ID.DBML_FILE],
-                ),
-            ]
-        )
-
-    return await run_connector_steps(context, semaphore, steps_to_run)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/commands.py
deleted file mode 100644
index dea261788ba5..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/list/commands.py
+++ /dev/null
@@ -1,56 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-from pathlib import Path
-
-import asyncclick as click
-from connector_ops.utils import console  # type: ignore
-from rich.table import Table
-from rich.text import Text
-
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-
-
-@click.command(cls=DaggerPipelineCommand, help="List all selected connectors.", name="list")
-@click.option(
-    "-o",
-    "--output",
-    "output_path",
-    type=click.Path(dir_okay=False, writable=True, path_type=Path),
-    help="Path where the JSON output will be saved.",
-)
-@click.pass_context
-async def list_connectors(
-    ctx: click.Context,
-    output_path: Path,
-) -> bool:
-    selected_connectors = sorted(ctx.obj["selected_connectors_with_modified_files"], key=lambda x: x.technical_name)
-    table = Table(title=f"{len(selected_connectors)} selected connectors")
-    table.add_column("Modified")
-    table.add_column("Connector")
-    table.add_column("Language")
-    table.add_column("Release stage")
-    table.add_column("Version")
-    table.add_column("Folder")
-
-    for connector in selected_connectors:
-        modified = "X" if connector.modified_files else ""
-        connector_name = Text(connector.technical_name)
-        language: Text = Text(connector.language.value) if connector.language else Text("N/A")
-        try:
-            support_level: Text = Text(connector.support_level)
-        except Exception:
-            support_level = Text("N/A")
-        try:
-            version: Text = Text(connector.version)
-        except Exception:
-            version = Text("N/A")
-        folder = Text(str(connector.code_directory))
-        table.add_row(modified, connector_name, language, support_level, version, folder)
-    if output_path:
-        with open(output_path, "w") as f:
-            json.dump([connector.technical_name for connector in selected_connectors], f)
-    console.print(table)
-    return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/commands.py
deleted file mode 100644
index da73b3ebc022..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/commands.py
+++ /dev/null
@@ -1,33 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.migrate_to_inline_schemas.pipeline import run_connector_migrate_to_inline_schemas_pipeline
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.helpers.connectors.command import run_connector_pipeline
-from pipelines.helpers.connectors.format import verify_formatters
-
-
-@click.command(
-    cls=DaggerPipelineCommand,
-    short_help="Where possible (have a metadata.yaml), move stream schemas to inline schemas.",
-)
-@click.option(
-    "--report",
-    is_flag=True,
-    type=bool,
-    default=False,
-    help="Auto open report browser.",
-)
-@click.pass_context
-async def migrate_to_inline_schemas(ctx: click.Context, report: bool) -> bool:
-    verify_formatters()
-    return await run_connector_pipeline(
-        ctx,
-        "Migrate to inline schemas",
-        report,
-        run_connector_migrate_to_inline_schemas_pipeline,
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/pipeline.py
deleted file mode 100644
index ba880ae73840..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_inline_schemas/pipeline.py
+++ /dev/null
@@ -1,437 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import json
-import os
-import shutil
-import tempfile
-from dataclasses import dataclass
-from pathlib import Path
-from typing import TYPE_CHECKING, Any, List
-
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-
-from pipelines import main_logger
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.context import ConnectorContext, PipelineContext
-from pipelines.airbyte_ci.connectors.reports import Report
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.helpers.connectors.command import run_connector_steps
-from pipelines.helpers.connectors.yaml import read_yaml, write_yaml
-from pipelines.helpers.execution.run_steps import STEP_TREE, StepToRun
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from anyio import Semaphore
-
-SCHEMAS_DIR_NAME = "schemas"
-
-
-class CheckIsInlineCandidate(Step):
-    """Check if the connector is a candidate to get inline schemas.
-    Candidate conditions:
-    - The connector is a Python connector.
-    - The connector is a source connector.
-    - The connector has a manifest file.
-    - The connector has schemas directory.
-    """
-
-    context: ConnectorContext
-
-    title = "Check if the connector is a candidate for inline schema migration."
-
-    def __init__(self, context: PipelineContext) -> None:
-        super().__init__(context)
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-        manifest_path = connector.manifest_path
-        python_path = connector.python_source_dir_path
-        if connector.language not in [
-            ConnectorLanguage.PYTHON,
-            ConnectorLanguage.LOW_CODE,
-            ConnectorLanguage.MANIFEST_ONLY,
-        ]:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="The connector is not a Python connector.",
-            )
-        if connector.connector_type != "source":
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="The connector is not a source connector.",
-            )
-
-        if not manifest_path.is_file():
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="The connector does not have a manifest file.",
-            )
-
-        schemas_dir = python_path / SCHEMAS_DIR_NAME
-        if not schemas_dir.is_dir():
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="The connector does not have a schemas directory.",
-            )
-
-        # TODO: does this help or not?
-        # if _has_subdirectory(schemas_dir):
-        #     return StepResult(step=self, status=StepStatus.SKIPPED, stderr="This has subdirectories. It's probably complicated.")
-
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-        )
-
-
-class RestoreInlineState(Step):
-    context: ConnectorContext
-
-    title = "Restore original state"
-
-    def __init__(self, context: ConnectorContext) -> None:
-        super().__init__(context)
-        self.manifest_path = context.connector.manifest_path
-        self.original_manifest = None
-        if self.manifest_path.is_file():
-            self.original_manifest = self.manifest_path.read_text()
-
-        self.schemas_path = context.connector.python_source_dir_path / SCHEMAS_DIR_NAME
-        self.backup_schema_path = None
-        if self.schemas_path.is_dir():
-            self.backup_schema_path = Path(tempfile.mkdtemp())
-            copy_directory(self.schemas_path, self.backup_schema_path)
-
-    async def _run(self) -> StepResult:
-        if self.original_manifest:
-            self.manifest_path.write_text(self.original_manifest)
-
-        if self.backup_schema_path:
-            copy_directory(self.backup_schema_path, self.schemas_path)
-
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-        )
-
-    async def _cleanup(self) -> StepResult:
-        if self.backup_schema_path:
-            shutil.rmtree(self.backup_schema_path)
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-        )
-
-
-class InlineSchemas(Step):
-    context: ConnectorContext
-
-    title = "Migrate connector to inline schemas."
-
-    def __init__(self, context: PipelineContext) -> None:
-        super().__init__(context)
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-        connector_path = connector.code_directory
-        manifest_path = connector.manifest_path
-        python_path = connector.python_source_dir_path
-        logger = self.logger
-
-        json_streams = _parse_json_streams(python_path)
-        if len(json_streams) == 0:
-            return StepResult(step=self, status=StepStatus.SKIPPED, stderr="No JSON streams found.")
-
-        data = read_yaml(manifest_path)
-        if "streams" not in data:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="No manifest streams found.",
-            )
-
-        # find the explit ones and remove or udpate
-        json_loaders = _find_json_loaders(data, [])
-        for loader in json_loaders:
-            logger.info(f"     JSON loader ref: {loader.ref} -> {loader.file_path}")
-
-        _update_json_loaders(connector_path, data, json_streams, json_loaders)
-
-        # go through the declared streams and update the inline schemas
-        for stream in data["streams"]:
-            if isinstance(stream, str):
-                # see if reference
-                if stream.startswith("#"):
-                    yaml_stream = _load_reference(data, stream)
-                    if not yaml_stream:
-                        logger.info(f"    Stream reference not found: {stream}")
-                        continue
-                    if not _get_stream_name(yaml_stream):
-                        logger.info(f"    Stream reference name not found: {stream}")
-                        continue
-                else:
-                    logger.info(f"    Stream reference unknown: {stream}")
-                    continue
-            else:
-                yaml_stream = stream
-
-            if not yaml_stream:
-                logger.info(f"    !! Yaml stream not found: {stream}")
-                continue
-
-            stream_name = _get_stream_name(yaml_stream)
-            if not stream_name:
-                logger.info(f"    !! Stream name not found: {stream}")
-                continue
-            if yaml_stream.get("schema_loader") and yaml_stream["schema_loader"].get("type") == "InlineSchemaLoader":
-                continue
-
-            yaml_stream["schema_loader"] = {}
-            schema_loader = yaml_stream["schema_loader"]
-            _update_inline_schema(schema_loader, json_streams, stream_name)
-
-        write_yaml(data, manifest_path)
-        # await format_prettier([manifest_path], logger=logger)
-
-        for json_stream in json_streams.values():
-            logger.info(f"     !! JSON schema not found: {json_stream.name}")
-
-        return StepResult(step=self, status=StepStatus.SUCCESS)
-
-
-class RemoveUnusedJsonSchamas(Step):
-    context: ConnectorContext
-
-    title = "Cleanup json schemas that are dangling but unused."
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-        python_path = connector.python_source_dir_path
-        schemas_path = python_path / SCHEMAS_DIR_NAME
-        logger = self.logger
-
-        manifest = connector.manifest_path.read_text()
-
-        if manifest.find("JsonFileSchemaLoader") != -1:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="Skipping: the manifest is still using JSON Schema loader.",
-            )
-
-        if schemas_path.exists():
-            logger.info(f"    Removing schemnas dir: {schemas_path}")
-            shutil.rmtree(schemas_path)
-
-        return StepResult(step=self, status=StepStatus.SUCCESS)
-
-
-@dataclass
-class JsonStream:
-    name: str
-    schema: dict
-    file_path: Path
-
-
-@dataclass
-class JsonLoaderNode:
-    ref: str
-    file_path: str
-
-
-def copy_directory(src: Path, dest: Path) -> None:
-    if dest.exists():
-        shutil.rmtree(dest)
-    shutil.copytree(src, dest)
-
-
-def _has_subdirectory(directory: Path) -> bool:
-    # Iterate through all items in the directory
-    for entry in directory.iterdir():
-        # Check if this entry is a directory
-        if entry.is_dir():
-            return True
-
-    return False
-
-
-def _get_stream_name(yaml_stream: dict) -> str | None:
-    if "name" in yaml_stream:
-        return yaml_stream["name"]
-    if "$parameters" in yaml_stream and "name" in yaml_stream["$parameters"]:
-        return yaml_stream["$parameters"]["name"]
-    return None
-
-
-def _update_json_loaders(
-    connector_path: Path,
-    data: dict,
-    streams: dict[str, JsonStream],
-    loaders: List[JsonLoaderNode],
-) -> None:
-    logger = main_logger
-    for loader in loaders:
-        if "{{" in loader.file_path:
-            # remove templated paths and their references
-            (f"    Removing reference: {loader.ref}")
-            _remove_reference(data, None, loader, [])
-            continue
-        else:
-            # direct pointer to a file. update.
-            file_path = Path(os.path.abspath(os.path.join(connector_path, loader.file_path)))
-            if not file_path.is_file():
-                logger.info(f"    JsonFileSchemaLoader not found: {file_path}")
-                continue
-            schema_loader = _load_reference(data, loader.ref)
-            if not schema_loader:
-                logger.info(f"    JsonFileSchemaLoader reference not found: {loader.ref}")
-                continue
-            _update_inline_schema(schema_loader, streams, file_path.stem)
-
-
-def _update_inline_schema(schema_loader: dict, json_streams: dict[str, JsonStream], file_name: str) -> None:
-    logger = main_logger
-    if file_name not in json_streams:
-        logger.info(f"    Stream {file_name} not found in JSON schemas.")
-        return
-
-    json_stream = json_streams[file_name]
-    schema_loader["type"] = "InlineSchemaLoader"
-    schema_loader["schema"] = json_stream.schema
-
-    json_stream.file_path.unlink()
-    json_streams.pop(file_name)
-
-
-def _remove_reference(parent: Any, key: str | int | None, loader: JsonLoaderNode, path: List[str]) -> bool:  # noqa: ANN401
-    logger = main_logger
-    if key is None:
-        data = parent
-    else:
-        data = parent[key]
-
-    if isinstance(data, dict):
-        ref = f"#/{'/'.join(path)}"
-        if ref == loader.ref:
-            logger.info(f"        Removing reference: {ref}")
-            return True
-        elif "$ref" in data and data["$ref"] == loader.ref:
-            logger.info(f"        Found reference: {ref}")
-            return True
-        else:
-            todelete = []
-            for key, value in data.items():
-                if _remove_reference(data, key, loader, path + [str(key)]):
-                    todelete.append(key)
-            for key in todelete:
-                del data[key]
-    elif isinstance(data, list):
-        for i, value in enumerate(data):
-            ref = f"Array[{str(i)}]"
-            _remove_reference(data, i, loader, path + [ref])
-
-    return False
-
-
-def _load_reference(data: dict, ref: str) -> dict | None:
-    yaml_stream = data
-    path = ref.split("/")
-    for p in path:
-        if p == "#":
-            continue
-        if p.startswith("Array["):
-            i = int(p[6:-1])
-            if not isinstance(yaml_stream, list) or len(yaml_stream) <= i:
-                return None
-            yaml_stream = yaml_stream[i]
-            continue
-        if p not in yaml_stream:
-            return None
-        yaml_stream = yaml_stream[p]
-    return yaml_stream
-
-
-def _find_json_loaders(data: Any, path: List[str]) -> List[JsonLoaderNode]:  # noqa: ANN401
-    logger = main_logger
-    loaders: List[JsonLoaderNode] = []
-    if isinstance(data, dict):
-        if "type" in data and data["type"] == "JsonFileSchemaLoader":
-            ref = f"#/{'/'.join(path)}"
-            if "file_path" in data:
-                loaders.append(JsonLoaderNode(ref, data["file_path"]))
-            else:
-                logger.info(f"    !! JsonFileSchemaLoader missing file_path: {ref}")
-        else:
-            for key, value in data.items():
-                loaders += _find_json_loaders(value, path + [key])
-    elif isinstance(data, list):
-        for i, value in enumerate(data):
-            loaders += _find_json_loaders(value, path + [f"Array[{str(i)}]"])
-    return loaders
-
-
-def _parse_json_streams(python_path: Path) -> dict[str, JsonStream]:
-    streams: dict[str, JsonStream] = {}
-    schemas_path = python_path / SCHEMAS_DIR_NAME
-    if not schemas_path.is_dir():
-        return streams
-
-    for schema_file in schemas_path.iterdir():
-        if schema_file.is_file() and schema_file.suffix == ".json":
-            stream_name = schema_file.stem
-            with schema_file.open("r") as file:
-                # read json
-                schema = json.load(file)
-                streams[stream_name] = JsonStream(
-                    name=stream_name,
-                    schema=schema,
-                    file_path=schema_file,
-                )
-
-    return streams
-
-
-async def run_connector_migrate_to_inline_schemas_pipeline(context: ConnectorContext, semaphore: "Semaphore") -> Report:
-    restore_original_state = RestoreInlineState(context)
-
-    context.targeted_platforms = [LOCAL_BUILD_PLATFORM]
-
-    steps_to_run: STEP_TREE = []
-
-    steps_to_run.append(
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INLINE_CANDIDATE,
-                step=CheckIsInlineCandidate(context),
-            )
-        ]
-    )
-
-    steps_to_run.append(
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INLINE_MIGRATION,
-                step=InlineSchemas(context),
-                depends_on=[CONNECTOR_TEST_STEP_ID.INLINE_CANDIDATE],
-            )
-        ]
-    )
-
-    steps_to_run.append(
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INLINE_CLEANUP,
-                step=RemoveUnusedJsonSchamas(context),
-                depends_on=[CONNECTOR_TEST_STEP_ID.INLINE_MIGRATION],
-            )
-        ]
-    )
-
-    return await run_connector_steps(context, semaphore, steps_to_run, restore_original_state=restore_original_state)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/commands.py
deleted file mode 100644
index f7440de7479a..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/commands.py
+++ /dev/null
@@ -1,46 +0,0 @@
-#
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-#
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.migrate_to_manifest_only.pipeline import run_connectors_manifest_only_pipeline
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-
-
-@click.command(cls=DaggerPipelineCommand, short_help="Migrate a low-code connector to manifest-only")
-@click.pass_context
-async def migrate_to_manifest_only(ctx: click.Context) -> bool:
-    connectors_contexts = [
-        ConnectorContext(
-            pipeline_name=f"Migrate connector {connector.technical_name} to manifest-only",
-            connector=connector,
-            is_local=ctx.obj["is_local"],
-            git_branch=ctx.obj["git_branch"],
-            git_revision=ctx.obj["git_revision"],
-            diffed_branch=ctx.obj["diffed_branch"],
-            git_repo_url=ctx.obj["git_repo_url"],
-            report_output_prefix=ctx.obj["report_output_prefix"],
-            pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-        )
-        for connector in ctx.obj["selected_connectors_with_modified_files"]
-    ]
-
-    await run_connectors_pipelines(
-        connectors_contexts,
-        run_connectors_manifest_only_pipeline,
-        "Migrate connector to manifest-only pipeline",
-        ctx.obj["concurrency"],
-        ctx.obj["dagger_logs_path"],
-        ctx.obj["execute_timeout"],
-        ctx.obj["git_branch"],
-        ctx.obj["git_revision"],
-        ctx.obj["diffed_branch"],
-        ctx.obj["is_local"],
-        ctx.obj["ci_context"],
-        ctx.obj["git_repo_url"],
-    )
-
-    return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/declarative_component_schema.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/declarative_component_schema.py
deleted file mode 100644
index c58c68dc0968..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/declarative_component_schema.py
+++ /dev/null
@@ -1,1598 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-# generated by datamodel-codegen:
-#   filename:  declarative_component_schema.yaml
-
-from __future__ import annotations
-
-from enum import Enum
-from typing import Any, Dict, List, Optional, Union
-
-from pydantic import BaseModel, Extra, Field
-from typing_extensions import Literal
-
-## WARNING
-## This is a hack. I've copied the current version of the models from the generated code and pasted them here since we can't access the CDK from the current directory.
-## These are from CDK 4.5.3.
-## These models won't update alongside the CDK, so this is a temporary solution to unblock manifest-only migrations.
-
-
-class AuthFlowType(Enum):
-    oauth2_0 = "oauth2.0"
-    oauth1_0 = "oauth1.0"
-
-
-class BasicHttpAuthenticator(BaseModel):
-    type: Literal["BasicHttpAuthenticator"]
-    username: str = Field(
-        ...,
-        description="The username that will be combined with the password, base64 encoded and used to make requests. Fill it in the user inputs.",
-        examples=["{{ config['username'] }}", "{{ config['api_key'] }}"],
-        title="Username",
-    )
-    password: Optional[str] = Field(
-        "",
-        description="The password that will be combined with the username, base64 encoded and used to make requests. Fill it in the user inputs.",
-        examples=["{{ config['password'] }}", ""],
-        title="Password",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class BearerAuthenticator(BaseModel):
-    type: Literal["BearerAuthenticator"]
-    api_token: str = Field(
-        ...,
-        description="Token to inject as request header for authenticating with the API.",
-        examples=["{{ config['api_key'] }}", "{{ config['token'] }}"],
-        title="Bearer Token",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CheckStream(BaseModel):
-    type: Literal["CheckStream"]
-    stream_names: List[str] = Field(
-        ...,
-        description="Names of the streams to try reading from when running a check operation.",
-        examples=[["users"], ["users", "contacts"]],
-        title="Stream Names",
-    )
-
-
-class ConstantBackoffStrategy(BaseModel):
-    type: Literal["ConstantBackoffStrategy"]
-    backoff_time_in_seconds: Union[float, str] = Field(
-        ...,
-        description="Backoff time in seconds.",
-        examples=[30, 30.5, "{{ config['backoff_time'] }}"],
-        title="Backoff Time",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomAuthenticator(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomAuthenticator"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom authentication strategy. Has to be a sub class of DeclarativeAuthenticator. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.ShortLivedTokenAuthenticator"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomBackoffStrategy(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomBackoffStrategy"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom backoff strategy. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomBackoffStrategy"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomErrorHandler(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomErrorHandler"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom error handler. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomErrorHandler"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomIncrementalSync(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomIncrementalSync"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom incremental sync. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomIncrementalSync"],
-        title="Class Name",
-    )
-    cursor_field: str = Field(
-        ...,
-        description="The location of the value on a record that will be used as a bookmark during sync.",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomPaginationStrategy(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomPaginationStrategy"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom pagination strategy. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomPaginationStrategy"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomRecordExtractor(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomRecordExtractor"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom record extraction strategy. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomRecordExtractor"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomRecordFilter(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomRecordFilter"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom record filter strategy. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomCustomRecordFilter"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomRequester(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomRequester"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom requester strategy. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomRecordExtractor"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomRetriever(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomRetriever"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom retriever strategy. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomRetriever"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomPartitionRouter(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomPartitionRouter"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom partition router. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomPartitionRouter"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomSchemaLoader(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomSchemaLoader"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom schema loader. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomSchemaLoader"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomStateMigration(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomStateMigration"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom state migration. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomStateMigration"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class CustomTransformation(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["CustomTransformation"]
-    class_name: str = Field(
-        ...,
-        description="Fully-qualified name of the class that will be implementing the custom transformation. The format is `source_<name>.<package>.<class_name>`.",
-        examples=["source_railz.components.MyCustomTransformation"],
-        title="Class Name",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class LegacyToPerPartitionStateMigration(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Optional[Literal["LegacyToPerPartitionStateMigration"]] = None
-
-
-class Algorithm(Enum):
-    HS256 = "HS256"
-    HS384 = "HS384"
-    HS512 = "HS512"
-    ES256 = "ES256"
-    ES256K = "ES256K"
-    ES384 = "ES384"
-    ES512 = "ES512"
-    RS256 = "RS256"
-    RS384 = "RS384"
-    RS512 = "RS512"
-    PS256 = "PS256"
-    PS384 = "PS384"
-    PS512 = "PS512"
-    EdDSA = "EdDSA"
-
-
-class JwtHeaders(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    kid: Optional[str] = Field(
-        None,
-        description="Private key ID for user account.",
-        examples=["{{ config['kid'] }}"],
-        title="Key Identifier",
-    )
-    typ: Optional[str] = Field(
-        "JWT",
-        description="The media type of the complete JWT.",
-        examples=["JWT"],
-        title="Type",
-    )
-    cty: Optional[str] = Field(
-        None,
-        description="Content type of JWT header.",
-        examples=["JWT"],
-        title="Content Type",
-    )
-
-
-class JwtPayload(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    iss: Optional[str] = Field(
-        None,
-        description="The user/principal that issued the JWT. Commonly a value unique to the user.",
-        examples=["{{ config['iss'] }}"],
-        title="Issuer",
-    )
-    sub: Optional[str] = Field(
-        None,
-        description="The subject of the JWT. Commonly defined by the API.",
-        title="Subject",
-    )
-    aud: Optional[str] = Field(
-        None,
-        description="The recipient that the JWT is intended for. Commonly defined by the API.",
-        examples=["appstoreconnect-v1"],
-        title="Audience",
-    )
-
-
-class JwtAuthenticator(BaseModel):
-    type: Literal["JwtAuthenticator"]
-    secret_key: str = Field(
-        ...,
-        description="Secret used to sign the JSON web token.",
-        examples=["{{ config['secret_key'] }}"],
-    )
-    base64_encode_secret_key: Optional[bool] = Field(
-        False,
-        description='When set to true, the secret key will be base64 encoded prior to being encoded as part of the JWT. Only set to "true" when required by the API.',
-    )
-    algorithm: Algorithm = Field(
-        ...,
-        description="Algorithm used to sign the JSON web token.",
-        examples=["ES256", "HS256", "RS256", "{{ config['algorithm'] }}"],
-    )
-    token_duration: Optional[int] = Field(
-        1200,
-        description="The amount of time in seconds a JWT token can be valid after being issued.",
-        examples=[1200, 3600],
-        title="Token Duration",
-    )
-    header_prefix: Optional[str] = Field(
-        None,
-        description="The prefix to be used within the Authentication header.",
-        examples=["Bearer", "Basic"],
-        title="Header Prefix",
-    )
-    jwt_headers: Optional[JwtHeaders] = Field(
-        None,
-        description="JWT headers used when signing JSON web token.",
-        title="JWT Headers",
-    )
-    additional_jwt_headers: Optional[Dict[str, Any]] = Field(
-        None,
-        description="Additional headers to be included with the JWT headers object.",
-        title="Additional JWT Headers",
-    )
-    jwt_payload: Optional[JwtPayload] = Field(
-        None,
-        description="JWT Payload used when signing JSON web token.",
-        title="JWT Payload",
-    )
-    additional_jwt_payload: Optional[Dict[str, Any]] = Field(
-        None,
-        description="Additional properties to be added to the JWT payload.",
-        title="Additional JWT Payload Properties",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class RefreshTokenUpdater(BaseModel):
-    refresh_token_name: Optional[str] = Field(
-        "refresh_token",
-        description="The name of the property which contains the updated refresh token in the response from the token refresh endpoint.",
-        examples=["refresh_token"],
-        title="Refresh Token Property Name",
-    )
-    access_token_config_path: Optional[List[str]] = Field(
-        ["credentials", "access_token"],
-        description="Config path to the access token. Make sure the field actually exists in the config.",
-        examples=[["credentials", "access_token"], ["access_token"]],
-        title="Config Path To Access Token",
-    )
-    refresh_token_config_path: Optional[List[str]] = Field(
-        ["credentials", "refresh_token"],
-        description="Config path to the access token. Make sure the field actually exists in the config.",
-        examples=[["credentials", "refresh_token"], ["refresh_token"]],
-        title="Config Path To Refresh Token",
-    )
-    token_expiry_date_config_path: Optional[List[str]] = Field(
-        ["credentials", "token_expiry_date"],
-        description="Config path to the expiry date. Make sure actually exists in the config.",
-        examples=[["credentials", "token_expiry_date"]],
-        title="Config Path To Expiry Date",
-    )
-    refresh_token_error_status_codes: Optional[List[int]] = Field(
-        [],
-        description="Status Codes to Identify refresh token error in response (Refresh Token Error Key and Refresh Token Error Values should be also specified). Responses with one of the error status code and containing an error value will be flagged as a config error",
-        examples=[[400, 500]],
-        title="Refresh Token Error Status Codes",
-    )
-    refresh_token_error_key: Optional[str] = Field(
-        "",
-        description="Key to Identify refresh token error in response (Refresh Token Error Status Codes and Refresh Token Error Values should be also specified).",
-        examples=["error"],
-        title="Refresh Token Error Key",
-    )
-    refresh_token_error_values: Optional[List[str]] = Field(
-        [],
-        description='List of values to check for exception during token refresh process. Used to check if the error found in the response matches the key from the Refresh Token Error Key field (e.g. response={"error": "invalid_grant"}). Only responses with one of the error status code and containing an error value will be flagged as a config error',
-        examples=[["invalid_grant", "invalid_permissions"]],
-        title="Refresh Token Error Values",
-    )
-
-
-class OAuthAuthenticator(BaseModel):
-    type: Literal["OAuthAuthenticator"]
-    client_id: str = Field(
-        ...,
-        description="The OAuth client ID. Fill it in the user inputs.",
-        examples=["{{ config['client_id }}", "{{ config['credentials']['client_id }}"],
-        title="Client ID",
-    )
-    client_secret: str = Field(
-        ...,
-        description="The OAuth client secret. Fill it in the user inputs.",
-        examples=[
-            "{{ config['client_secret }}",
-            "{{ config['credentials']['client_secret }}",
-        ],
-        title="Client Secret",
-    )
-    refresh_token: Optional[str] = Field(
-        None,
-        description="Credential artifact used to get a new access token.",
-        examples=[
-            "{{ config['refresh_token'] }}",
-            "{{ config['credentials]['refresh_token'] }}",
-        ],
-        title="Refresh Token",
-    )
-    token_refresh_endpoint: str = Field(
-        ...,
-        description="The full URL to call to obtain a new access token.",
-        examples=["https://connect.squareup.com/oauth2/token"],
-        title="Token Refresh Endpoint",
-    )
-    access_token_name: Optional[str] = Field(
-        "access_token",
-        description="The name of the property which contains the access token in the response from the token refresh endpoint.",
-        examples=["access_token"],
-        title="Access Token Property Name",
-    )
-    expires_in_name: Optional[str] = Field(
-        "expires_in",
-        description="The name of the property which contains the expiry date in the response from the token refresh endpoint.",
-        examples=["expires_in"],
-        title="Token Expiry Property Name",
-    )
-    grant_type: Optional[str] = Field(
-        "refresh_token",
-        description="Specifies the OAuth2 grant type. If set to refresh_token, the refresh_token needs to be provided as well. For client_credentials, only client id and secret are required. Other grant types are not officially supported.",
-        examples=["refresh_token", "client_credentials"],
-        title="Grant Type",
-    )
-    refresh_request_body: Optional[Dict[str, Any]] = Field(
-        None,
-        description="Body of the request sent to get a new access token.",
-        examples=[
-            {
-                "applicationId": "{{ config['application_id'] }}",
-                "applicationSecret": "{{ config['application_secret'] }}",
-                "token": "{{ config['token'] }}",
-            }
-        ],
-        title="Refresh Request Body",
-    )
-    scopes: Optional[List[str]] = Field(
-        None,
-        description="List of scopes that should be granted to the access token.",
-        examples=[["crm.list.read", "crm.objects.contacts.read", "crm.schema.contacts.read"]],
-        title="Scopes",
-    )
-    token_expiry_date: Optional[str] = Field(
-        None,
-        description="The access token expiry date.",
-        examples=["2023-04-06T07:12:10.421833+00:00", 1680842386],
-        title="Token Expiry Date",
-    )
-    token_expiry_date_format: Optional[str] = Field(
-        None,
-        description="The format of the time to expiration datetime. Provide it if the time is returned as a date-time string instead of seconds.",
-        examples=["%Y-%m-%d %H:%M:%S.%f+00:00"],
-        title="Token Expiry Date Format",
-    )
-    refresh_token_updater: Optional[RefreshTokenUpdater] = Field(
-        None,
-        description="When the token updater is defined, new refresh tokens, access tokens and the access token expiry date are written back from the authentication response to the config object. This is important if the refresh token can only used once.",
-        title="Token Updater",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class ExponentialBackoffStrategy(BaseModel):
-    type: Literal["ExponentialBackoffStrategy"]
-    factor: Optional[Union[float, str]] = Field(
-        5,
-        description="Multiplicative constant applied on each retry.",
-        examples=[5, 5.5, "10"],
-        title="Factor",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class SessionTokenRequestBearerAuthenticator(BaseModel):
-    type: Literal["Bearer"]
-
-
-class HttpMethod(Enum):
-    GET = "GET"
-    POST = "POST"
-
-
-class Action(Enum):
-    SUCCESS = "SUCCESS"
-    FAIL = "FAIL"
-    RETRY = "RETRY"
-    IGNORE = "IGNORE"
-    RATE_LIMITED = "RATE_LIMITED"
-
-
-class FailureType(Enum):
-    system_error = "system_error"
-    config_error = "config_error"
-    transient_error = "transient_error"
-
-
-class HttpResponseFilter(BaseModel):
-    type: Literal["HttpResponseFilter"]
-    action: Optional[Action] = Field(
-        None,
-        description="Action to execute if a response matches the filter.",
-        examples=["SUCCESS", "FAIL", "RETRY", "IGNORE", "RATE_LIMITED"],
-        title="Action",
-    )
-    failure_type: Optional[FailureType] = Field(
-        None,
-        description="Failure type of traced exception if a response matches the filter.",
-        examples=["system_error", "config_error", "transient_error"],
-        title="Failure Type",
-    )
-    error_message: Optional[str] = Field(
-        None,
-        description="Error Message to display if the response matches the filter.",
-        title="Error Message",
-    )
-    error_message_contains: Optional[str] = Field(
-        None,
-        description="Match the response if its error message contains the substring.",
-        example=["This API operation is not enabled for this site"],
-        title="Error Message Substring",
-    )
-    http_codes: Optional[List[int]] = Field(
-        None,
-        description="Match the response if its HTTP code is included in this list.",
-        examples=[[420, 429], [500]],
-        title="HTTP Codes",
-    )
-    predicate: Optional[str] = Field(
-        None,
-        description="Match the response if the predicate evaluates to true.",
-        examples=[
-            "{{ 'Too much requests' in response }}",
-            "{{ 'error_code' in response and response['error_code'] == 'ComplexityException' }}",
-        ],
-        title="Predicate",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class InlineSchemaLoader(BaseModel):
-    type: Literal["InlineSchemaLoader"]
-    schema_: Optional[Dict[str, Any]] = Field(
-        None,
-        alias="schema",
-        description='Describes a streams\' schema. Refer to the <a href="https://docs.airbyte.com/understanding-airbyte/supported-data-types/">Data Types documentation</a> for more details on which types are valid.',
-        title="Schema",
-    )
-
-
-class JsonFileSchemaLoader(BaseModel):
-    type: Literal["JsonFileSchemaLoader"]
-    file_path: Optional[str] = Field(
-        None,
-        description="Path to the JSON file defining the schema. The path is relative to the connector module's root.",
-        example=["./schemas/users.json"],
-        title="File Path",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class JsonDecoder(BaseModel):
-    type: Literal["JsonDecoder"]
-
-
-class JsonlDecoder(BaseModel):
-    type: Literal["JsonlDecoder"]
-
-
-class IterableDecoder(BaseModel):
-    type: Literal["IterableDecoder"]
-
-
-class MinMaxDatetime(BaseModel):
-    type: Literal["MinMaxDatetime"]
-    datetime: str = Field(
-        ...,
-        description="Datetime value.",
-        examples=["2021-01-01", "2021-01-01T00:00:00Z", "{{ config['start_time'] }}"],
-        title="Datetime",
-    )
-    datetime_format: Optional[str] = Field(
-        "",
-        description='Format of the datetime value. Defaults to "%Y-%m-%dT%H:%M:%S.%f%z" if left empty. Use placeholders starting with "%" to describe the format the API is using. The following placeholders are available:\n  * **%s**: Epoch unix timestamp - `1686218963`\n  * **%s_as_float**: Epoch unix timestamp in seconds as float with microsecond precision - `1686218963.123456`\n  * **%ms**: Epoch unix timestamp - `1686218963123`\n  * **%a**: Weekday (abbreviated) - `Sun`\n  * **%A**: Weekday (full) - `Sunday`\n  * **%w**: Weekday (decimal) - `0` (Sunday), `6` (Saturday)\n  * **%d**: Day of the month (zero-padded) - `01`, `02`, ..., `31`\n  * **%b**: Month (abbreviated) - `Jan`\n  * **%B**: Month (full) - `January`\n  * **%m**: Month (zero-padded) - `01`, `02`, ..., `12`\n  * **%y**: Year (without century, zero-padded) - `00`, `01`, ..., `99`\n  * **%Y**: Year (with century) - `0001`, `0002`, ..., `9999`\n  * **%H**: Hour (24-hour, zero-padded) - `00`, `01`, ..., `23`\n  * **%I**: Hour (12-hour, zero-padded) - `01`, `02`, ..., `12`\n  * **%p**: AM/PM indicator\n  * **%M**: Minute (zero-padded) - `00`, `01`, ..., `59`\n  * **%S**: Second (zero-padded) - `00`, `01`, ..., `59`\n  * **%f**: Microsecond (zero-padded to 6 digits) - `000000`, `000001`, ..., `999999`\n  * **%z**: UTC offset - `(empty)`, `+0000`, `-04:00`\n  * **%Z**: Time zone name - `(empty)`, `UTC`, `GMT`\n  * **%j**: Day of the year (zero-padded) - `001`, `002`, ..., `366`\n  * **%U**: Week number of the year (Sunday as first day) - `00`, `01`, ..., `53`\n  * **%W**: Week number of the year (Monday as first day) - `00`, `01`, ..., `53`\n  * **%c**: Date and time representation - `Tue Aug 16 21:30:00 1988`\n  * **%x**: Date representation - `08/16/1988`\n  * **%X**: Time representation - `21:30:00`\n  * **%%**: Literal \'%\' character\n\n  Some placeholders depend on the locale of the underlying system - in most cases this locale is configured as en/US. For more information see the [Python documentation](https://docs.python.org/3/library/datetime.html#strftime-and-strptime-format-codes).\n',
-        examples=["%Y-%m-%dT%H:%M:%S.%f%z", "%Y-%m-%d", "%s"],
-        title="Datetime Format",
-    )
-    max_datetime: Optional[str] = Field(
-        None,
-        description="Ceiling applied on the datetime value. Must be formatted with the datetime_format field.",
-        examples=["2021-01-01T00:00:00Z", "2021-01-01"],
-        title="Max Datetime",
-    )
-    min_datetime: Optional[str] = Field(
-        None,
-        description="Floor applied on the datetime value. Must be formatted with the datetime_format field.",
-        examples=["2010-01-01T00:00:00Z", "2010-01-01"],
-        title="Min Datetime",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class NoAuth(BaseModel):
-    type: Literal["NoAuth"]
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class NoPagination(BaseModel):
-    type: Literal["NoPagination"]
-
-
-class OAuthConfigSpecification(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    oauth_user_input_from_connector_config_specification: Optional[Dict[str, Any]] = Field(
-        None,
-        description="OAuth specific blob. This is a Json Schema used to validate Json configurations used as input to OAuth.\nMust be a valid non-nested JSON that refers to properties from ConnectorSpecification.connectionSpecification\nusing special annotation 'path_in_connector_config'.\nThese are input values the user is entering through the UI to authenticate to the connector, that might also shared\nas inputs for syncing data via the connector.\nExamples:\nif no connector values is shared during oauth flow, oauth_user_input_from_connector_config_specification=[]\nif connector values such as 'app_id' inside the top level are used to generate the API url for the oauth flow,\n  oauth_user_input_from_connector_config_specification={\n    app_id: {\n      type: string\n      path_in_connector_config: ['app_id']\n    }\n  }\nif connector values such as 'info.app_id' nested inside another object are used to generate the API url for the oauth flow,\n  oauth_user_input_from_connector_config_specification={\n    app_id: {\n      type: string\n      path_in_connector_config: ['info', 'app_id']\n    }\n  }",
-        examples=[
-            {"app_id": {"type": "string", "path_in_connector_config": ["app_id"]}},
-            {
-                "app_id": {
-                    "type": "string",
-                    "path_in_connector_config": ["info", "app_id"],
-                }
-            },
-        ],
-        title="OAuth user input",
-    )
-    complete_oauth_output_specification: Optional[Dict[str, Any]] = Field(
-        None,
-        description="OAuth specific blob. This is a Json Schema used to validate Json configurations produced by the OAuth flows as they are\nreturned by the distant OAuth APIs.\nMust be a valid JSON describing the fields to merge back to `ConnectorSpecification.connectionSpecification`.\nFor each field, a special annotation `path_in_connector_config` can be specified to determine where to merge it,\nExamples:\n    complete_oauth_output_specification={\n      refresh_token: {\n        type: string,\n        path_in_connector_config: ['credentials', 'refresh_token']\n      }\n    }",
-        examples=[
-            {
-                "refresh_token": {
-                    "type": "string,",
-                    "path_in_connector_config": ["credentials", "refresh_token"],
-                }
-            }
-        ],
-        title="OAuth output specification",
-    )
-    complete_oauth_server_input_specification: Optional[Dict[str, Any]] = Field(
-        None,
-        description="OAuth specific blob. This is a Json Schema used to validate Json configurations persisted as Airbyte Server configurations.\nMust be a valid non-nested JSON describing additional fields configured by the Airbyte Instance or Workspace Admins to be used by the\nserver when completing an OAuth flow (typically exchanging an auth code for refresh token).\nExamples:\n    complete_oauth_server_input_specification={\n      client_id: {\n        type: string\n      },\n      client_secret: {\n        type: string\n      }\n    }",
-        examples=[{"client_id": {"type": "string"}, "client_secret": {"type": "string"}}],
-        title="OAuth input specification",
-    )
-    complete_oauth_server_output_specification: Optional[Dict[str, Any]] = Field(
-        None,
-        description="OAuth specific blob. This is a Json Schema used to validate Json configurations persisted as Airbyte Server configurations that\nalso need to be merged back into the connector configuration at runtime.\nThis is a subset configuration of `complete_oauth_server_input_specification` that filters fields out to retain only the ones that\nare necessary for the connector to function with OAuth. (some fields could be used during oauth flows but not needed afterwards, therefore\nthey would be listed in the `complete_oauth_server_input_specification` but not `complete_oauth_server_output_specification`)\nMust be a valid non-nested JSON describing additional fields configured by the Airbyte Instance or Workspace Admins to be used by the\nconnector when using OAuth flow APIs.\nThese fields are to be merged back to `ConnectorSpecification.connectionSpecification`.\nFor each field, a special annotation `path_in_connector_config` can be specified to determine where to merge it,\nExamples:\n      complete_oauth_server_output_specification={\n        client_id: {\n          type: string,\n          path_in_connector_config: ['credentials', 'client_id']\n        },\n        client_secret: {\n          type: string,\n          path_in_connector_config: ['credentials', 'client_secret']\n        }\n      }",
-        examples=[
-            {
-                "client_id": {
-                    "type": "string,",
-                    "path_in_connector_config": ["credentials", "client_id"],
-                },
-                "client_secret": {
-                    "type": "string,",
-                    "path_in_connector_config": ["credentials", "client_secret"],
-                },
-            }
-        ],
-        title="OAuth server output specification",
-    )
-
-
-class OffsetIncrement(BaseModel):
-    type: Literal["OffsetIncrement"]
-    page_size: Optional[Union[int, str]] = Field(
-        None,
-        description="The number of records to include in each pages.",
-        examples=[100, "{{ config['page_size'] }}"],
-        title="Limit",
-    )
-    inject_on_first_request: Optional[bool] = Field(
-        False,
-        description="Using the `offset` with value `0` during the first request",
-        title="Inject Offset",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class PageIncrement(BaseModel):
-    type: Literal["PageIncrement"]
-    page_size: Optional[Union[int, str]] = Field(
-        None,
-        description="The number of records to include in each pages.",
-        examples=[100, "100", "{{ config['page_size'] }}"],
-        title="Page Size",
-    )
-    start_from_page: Optional[int] = Field(
-        0,
-        description="Index of the first page to request.",
-        examples=[0, 1],
-        title="Start From Page",
-    )
-    inject_on_first_request: Optional[bool] = Field(
-        False,
-        description="Using the `page number` with value defined by `start_from_page` during the first request",
-        title="Inject Page Number",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class PrimaryKey(BaseModel):
-    __root__: Union[str, List[str], List[List[str]]] = Field(
-        ...,
-        description="The stream field to be used to distinguish unique records. Can either be a single field, an array of fields representing a composite key, or an array of arrays representing a composite key where the fields are nested fields.",
-        examples=["id", ["code", "type"]],
-        title="Primary Key",
-    )
-
-
-class RecordFilter(BaseModel):
-    type: Literal["RecordFilter"]
-    condition: Optional[str] = Field(
-        "",
-        description="The predicate to filter a record. Records will be removed if evaluated to False.",
-        examples=[
-            "{{ record['created_at'] >= stream_interval['start_time'] }}",
-            "{{ record.status in ['active', 'expired'] }}",
-        ],
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class SchemaNormalization(Enum):
-    None_ = "None"
-    Default = "Default"
-
-
-class RemoveFields(BaseModel):
-    type: Literal["RemoveFields"]
-    condition: Optional[str] = Field(
-        "",
-        description="The predicate to filter a property by a property value. Property will be removed if it is empty OR expression is evaluated to True.,",
-        examples=[
-            "{{ property|string == '' }}",
-            "{{ property is integer }}",
-            "{{ property|length > 5 }}",
-            "{{ property == 'some_string_to_match' }}",
-        ],
-    )
-    field_pointers: List[List[str]] = Field(
-        ...,
-        description="Array of paths defining the field to remove. Each item is an array whose field describe the path of a field to remove.",
-        examples=[["tags"], [["content", "html"], ["content", "plain_text"]]],
-        title="Field Paths",
-    )
-
-
-class RequestPath(BaseModel):
-    type: Literal["RequestPath"]
-
-
-class InjectInto(Enum):
-    request_parameter = "request_parameter"
-    header = "header"
-    body_data = "body_data"
-    body_json = "body_json"
-
-
-class RequestOption(BaseModel):
-    type: Literal["RequestOption"]
-    field_name: str = Field(
-        ...,
-        description="Configures which key should be used in the location that the descriptor is being injected into",
-        examples=["segment_id"],
-        title="Request Option",
-    )
-    inject_into: InjectInto = Field(
-        ...,
-        description="Configures where the descriptor should be set on the HTTP requests. Note that request parameters that are already encoded in the URL path will not be duplicated.",
-        examples=["request_parameter", "header", "body_data", "body_json"],
-        title="Inject Into",
-    )
-
-
-class Schemas(BaseModel):
-    pass
-
-    class Config:
-        extra = Extra.allow
-
-
-class LegacySessionTokenAuthenticator(BaseModel):
-    type: Literal["LegacySessionTokenAuthenticator"]
-    header: str = Field(
-        ...,
-        description="The name of the session token header that will be injected in the request",
-        examples=["X-Session"],
-        title="Session Request Header",
-    )
-    login_url: str = Field(
-        ...,
-        description="Path of the login URL (do not include the base URL)",
-        examples=["session"],
-        title="Login Path",
-    )
-    session_token: Optional[str] = Field(
-        None,
-        description="Session token to use if using a pre-defined token. Not needed if authenticating with username + password pair",
-        example=["{{ config['session_token'] }}"],
-        title="Session Token",
-    )
-    session_token_response_key: str = Field(
-        ...,
-        description="Name of the key of the session token to be extracted from the response",
-        examples=["id"],
-        title="Response Token Response Key",
-    )
-    username: Optional[str] = Field(
-        None,
-        description="Username used to authenticate and obtain a session token",
-        examples=[" {{ config['username'] }}"],
-        title="Username",
-    )
-    password: Optional[str] = Field(
-        "",
-        description="Password used to authenticate and obtain a session token",
-        examples=["{{ config['password'] }}", ""],
-        title="Password",
-    )
-    validate_session_url: str = Field(
-        ...,
-        description="Path of the URL to use to validate that the session token is valid (do not include the base URL)",
-        examples=["user/current"],
-        title="Validate Session Path",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class ValueType(Enum):
-    string = "string"
-    number = "number"
-    integer = "integer"
-    boolean = "boolean"
-
-
-class WaitTimeFromHeader(BaseModel):
-    type: Literal["WaitTimeFromHeader"]
-    header: str = Field(
-        ...,
-        description="The name of the response header defining how long to wait before retrying.",
-        examples=["Retry-After"],
-        title="Response Header Name",
-    )
-    regex: Optional[str] = Field(
-        None,
-        description="Optional regex to apply on the header to extract its value. The regex should define a capture group defining the wait time.",
-        examples=["([-+]?\\d+)"],
-        title="Extraction Regex",
-    )
-    max_waiting_time_in_seconds: Optional[float] = Field(
-        None,
-        description="Given the value extracted from the header is greater than this value, stop the stream.",
-        examples=[3600],
-        title="Max Waiting Time in Seconds",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class WaitUntilTimeFromHeader(BaseModel):
-    type: Literal["WaitUntilTimeFromHeader"]
-    header: str = Field(
-        ...,
-        description="The name of the response header defining how long to wait before retrying.",
-        examples=["wait_time"],
-        title="Response Header",
-    )
-    min_wait: Optional[Union[float, str]] = Field(
-        None,
-        description="Minimum time to wait before retrying.",
-        examples=[10, "60"],
-        title="Minimum Wait Time",
-    )
-    regex: Optional[str] = Field(
-        None,
-        description="Optional regex to apply on the header to extract its value. The regex should define a capture group defining the wait time.",
-        examples=["([-+]?\\d+)"],
-        title="Extraction Regex",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class AddedFieldDefinition(BaseModel):
-    type: Literal["AddedFieldDefinition"]
-    path: List[str] = Field(
-        ...,
-        description="List of strings defining the path where to add the value on the record.",
-        examples=[["segment_id"], ["metadata", "segment_id"]],
-        title="Path",
-    )
-    value: str = Field(
-        ...,
-        description="Value of the new field. Use {{ record['existing_field'] }} syntax to refer to other fields in the record.",
-        examples=[
-            "{{ record['updates'] }}",
-            "{{ record['MetaData']['LastUpdatedTime'] }}",
-            "{{ stream_partition['segment_id'] }}",
-        ],
-        title="Value",
-    )
-    value_type: Optional[ValueType] = Field(
-        None,
-        description="Type of the value. If not specified, the type will be inferred from the value.",
-        title="Value Type",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class AddFields(BaseModel):
-    type: Literal["AddFields"]
-    fields: List[AddedFieldDefinition] = Field(
-        ...,
-        description="List of transformations (path and corresponding value) that will be added to the record.",
-        title="Fields",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class ApiKeyAuthenticator(BaseModel):
-    type: Literal["ApiKeyAuthenticator"]
-    api_token: Optional[str] = Field(
-        None,
-        description="The API key to inject in the request. Fill it in the user inputs.",
-        examples=["{{ config['api_key'] }}", "Token token={{ config['api_key'] }}"],
-        title="API Key",
-    )
-    header: Optional[str] = Field(
-        None,
-        description="The name of the HTTP header that will be set to the API key. This setting is deprecated, use inject_into instead. Header and inject_into can not be defined at the same time.",
-        examples=["Authorization", "Api-Token", "X-Auth-Token"],
-        title="Header Name",
-    )
-    inject_into: Optional[RequestOption] = Field(
-        None,
-        description="Configure how the API Key will be sent in requests to the source API. Either inject_into or header has to be defined.",
-        examples=[
-            {"inject_into": "header", "field_name": "Authorization"},
-            {"inject_into": "request_parameter", "field_name": "authKey"},
-        ],
-        title="Inject API Key Into Outgoing HTTP Request",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class AuthFlow(BaseModel):
-    auth_flow_type: Optional[AuthFlowType] = Field(None, description="The type of auth to use", title="Auth flow type")
-    predicate_key: Optional[List[str]] = Field(
-        None,
-        description="JSON path to a field in the connectorSpecification that should exist for the advanced auth to be applicable.",
-        examples=[["credentials", "auth_type"]],
-        title="Predicate key",
-    )
-    predicate_value: Optional[str] = Field(
-        None,
-        description="Value of the predicate_key fields for the advanced auth to be applicable.",
-        examples=["Oauth"],
-        title="Predicate value",
-    )
-    oauth_config_specification: Optional[OAuthConfigSpecification] = None
-
-
-class CursorPagination(BaseModel):
-    type: Literal["CursorPagination"]
-    cursor_value: str = Field(
-        ...,
-        description="Value of the cursor defining the next page to fetch.",
-        examples=[
-            "{{ headers.link.next.cursor }}",
-            "{{ last_record['key'] }}",
-            "{{ response['nextPage'] }}",
-        ],
-        title="Cursor Value",
-    )
-    page_size: Optional[int] = Field(
-        None,
-        description="The number of records to include in each pages.",
-        examples=[100],
-        title="Page Size",
-    )
-    stop_condition: Optional[str] = Field(
-        None,
-        description="Template string evaluating when to stop paginating.",
-        examples=[
-            "{{ response.data.has_more is false }}",
-            "{{ 'next' not in headers['link'] }}",
-        ],
-        title="Stop Condition",
-    )
-    decoder: Optional[JsonDecoder] = Field(
-        None,
-        description="Component decoding the response so records can be extracted.",
-        title="Decoder",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class DatetimeBasedCursor(BaseModel):
-    type: Literal["DatetimeBasedCursor"]
-    cursor_field: str = Field(
-        ...,
-        description="The location of the value on a record that will be used as a bookmark during sync. To ensure no data loss, the API must return records in ascending order based on the cursor field. Nested fields are not supported, so the field must be at the top level of the record. You can use a combination of Add Field and Remove Field transformations to move the nested field to the top.",
-        examples=["created_at", "{{ config['record_cursor'] }}"],
-        title="Cursor Field",
-    )
-    datetime_format: str = Field(
-        ...,
-        description="The datetime format used to format the datetime values that are sent in outgoing requests to the API. Use placeholders starting with \"%\" to describe the format the API is using. The following placeholders are available:\n  * **%s**: Epoch unix timestamp - `1686218963`\n  * **%s_as_float**: Epoch unix timestamp in seconds as float with microsecond precision - `1686218963.123456`\n  * **%ms**: Epoch unix timestamp (milliseconds) - `1686218963123`\n  * **%a**: Weekday (abbreviated) - `Sun`\n  * **%A**: Weekday (full) - `Sunday`\n  * **%w**: Weekday (decimal) - `0` (Sunday), `6` (Saturday)\n  * **%d**: Day of the month (zero-padded) - `01`, `02`, ..., `31`\n  * **%b**: Month (abbreviated) - `Jan`\n  * **%B**: Month (full) - `January`\n  * **%m**: Month (zero-padded) - `01`, `02`, ..., `12`\n  * **%y**: Year (without century, zero-padded) - `00`, `01`, ..., `99`\n  * **%Y**: Year (with century) - `0001`, `0002`, ..., `9999`\n  * **%H**: Hour (24-hour, zero-padded) - `00`, `01`, ..., `23`\n  * **%I**: Hour (12-hour, zero-padded) - `01`, `02`, ..., `12`\n  * **%p**: AM/PM indicator\n  * **%M**: Minute (zero-padded) - `00`, `01`, ..., `59`\n  * **%S**: Second (zero-padded) - `00`, `01`, ..., `59`\n  * **%f**: Microsecond (zero-padded to 6 digits) - `000000`\n  * **%z**: UTC offset - `(empty)`, `+0000`, `-04:00`\n  * **%Z**: Time zone name - `(empty)`, `UTC`, `GMT`\n  * **%j**: Day of the year (zero-padded) - `001`, `002`, ..., `366`\n  * **%U**: Week number of the year (starting Sunday) - `00`, ..., `53`\n  * **%W**: Week number of the year (starting Monday) - `00`, ..., `53`\n  * **%c**: Date and time - `Tue Aug 16 21:30:00 1988`\n  * **%x**: Date standard format - `08/16/1988`\n  * **%X**: Time standard format - `21:30:00`\n  * **%%**: Literal '%' character\n\n  Some placeholders depend on the locale of the underlying system - in most cases this locale is configured as en/US. For more information see the [Python documentation](https://docs.python.org/3/library/datetime.html#strftime-and-strptime-format-codes).\n",
-        examples=["%Y-%m-%dT%H:%M:%S.%f%z", "%Y-%m-%d", "%s", "%ms", "%s_as_float"],
-        title="Outgoing Datetime Format",
-    )
-    start_datetime: Union[str, MinMaxDatetime] = Field(
-        ...,
-        description="The datetime that determines the earliest record that should be synced.",
-        examples=["2020-01-1T00:00:00Z", "{{ config['start_time'] }}"],
-        title="Start Datetime",
-    )
-    cursor_datetime_formats: Optional[List[str]] = Field(
-        None,
-        description="The possible formats for the cursor field, in order of preference. The first format that matches the cursor field value will be used to parse it. If not provided, the `datetime_format` will be used.",
-        title="Cursor Datetime Formats",
-    )
-    cursor_granularity: Optional[str] = Field(
-        None,
-        description="Smallest increment the datetime_format has (ISO 8601 duration) that is used to ensure the start of a slice does not overlap with the end of the previous one, e.g. for %Y-%m-%d the granularity should be P1D, for %Y-%m-%dT%H:%M:%SZ the granularity should be PT1S. Given this field is provided, `step` needs to be provided as well.",
-        examples=["PT1S"],
-        title="Cursor Granularity",
-    )
-    end_datetime: Optional[Union[str, MinMaxDatetime]] = Field(
-        None,
-        description="The datetime that determines the last record that should be synced. If not provided, `{{ now_utc() }}` will be used.",
-        examples=["2021-01-1T00:00:00Z", "{{ now_utc() }}", "{{ day_delta(-1) }}"],
-        title="End Datetime",
-    )
-    end_time_option: Optional[RequestOption] = Field(
-        None,
-        description="Optionally configures how the end datetime will be sent in requests to the source API.",
-        title="Inject End Time Into Outgoing HTTP Request",
-    )
-    is_data_feed: Optional[bool] = Field(
-        None,
-        description="A data feed API is an API that does not allow filtering and paginates the content from the most recent to the least recent. Given this, the CDK needs to know when to stop paginating and this field will generate a stop condition for pagination.",
-        title="Whether the target API is formatted as a data feed",
-    )
-    is_client_side_incremental: Optional[bool] = Field(
-        None,
-        description="If the target API endpoint does not take cursor values to filter records and returns all records anyway, the connector with this cursor will filter out records locally, and only emit new records from the last sync, hence incremental. This means that all records would be read from the API, but only new records will be emitted to the destination.",
-        title="Whether the target API does not support filtering and returns all data (the cursor filters records in the client instead of the API side)",
-    )
-    is_compare_strictly: Optional[bool] = Field(
-        False,
-        description="Set to True if the target API does not accept queries where the start time equal the end time.",
-        title="Whether to skip requests if the start time equals the end time",
-    )
-    lookback_window: Optional[str] = Field(
-        None,
-        description="Time interval before the start_datetime to read data for, e.g. P1M for looking back one month.",
-        examples=["P1D", "P{{ config['lookback_days'] }}D"],
-        title="Lookback Window",
-    )
-    partition_field_end: Optional[str] = Field(
-        None,
-        description="Name of the partition start time field.",
-        examples=["ending_time"],
-        title="Partition Field End",
-    )
-    partition_field_start: Optional[str] = Field(
-        None,
-        description="Name of the partition end time field.",
-        examples=["starting_time"],
-        title="Partition Field Start",
-    )
-    start_time_option: Optional[RequestOption] = Field(
-        None,
-        description="Optionally configures how the start datetime will be sent in requests to the source API.",
-        title="Inject Start Time Into Outgoing HTTP Request",
-    )
-    step: Optional[str] = Field(
-        None,
-        description="The size of the time window (ISO8601 duration). Given this field is provided, `cursor_granularity` needs to be provided as well.",
-        examples=["P1W", "{{ config['step_increment'] }}"],
-        title="Step",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class DefaultErrorHandler(BaseModel):
-    type: Literal["DefaultErrorHandler"]
-    backoff_strategies: Optional[
-        List[
-            Union[
-                ConstantBackoffStrategy,
-                CustomBackoffStrategy,
-                ExponentialBackoffStrategy,
-                WaitTimeFromHeader,
-                WaitUntilTimeFromHeader,
-            ]
-        ]
-    ] = Field(
-        None,
-        description="List of backoff strategies to use to determine how long to wait before retrying a retryable request.",
-        title="Backoff Strategies",
-    )
-    max_retries: Optional[int] = Field(
-        5,
-        description="The maximum number of time to retry a retryable request before giving up and failing.",
-        examples=[5, 0, 10],
-        title="Max Retry Count",
-    )
-    response_filters: Optional[List[HttpResponseFilter]] = Field(
-        None,
-        description="List of response filters to iterate on when deciding how to handle an error. When using an array of multiple filters, the filters will be applied sequentially and the response will be selected if it matches any of the filter's predicate.",
-        title="Response Filters",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class DefaultPaginator(BaseModel):
-    type: Literal["DefaultPaginator"]
-    pagination_strategy: Union[CursorPagination, CustomPaginationStrategy, OffsetIncrement, PageIncrement] = Field(
-        ...,
-        description="Strategy defining how records are paginated.",
-        title="Pagination Strategy",
-    )
-    decoder: Optional[JsonDecoder] = Field(
-        None,
-        description="Component decoding the response so records can be extracted.",
-        title="Decoder",
-    )
-    page_size_option: Optional[RequestOption] = None
-    page_token_option: Optional[Union[RequestOption, RequestPath]] = None
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class DpathExtractor(BaseModel):
-    type: Literal["DpathExtractor"]
-    field_path: List[str] = Field(
-        ...,
-        description='List of potentially nested fields describing the full path of the field to extract. Use "*" to extract all values from an array. See more info in the [docs](https://docs.airbyte.com/connector-development/config-based/understanding-the-yaml-file/record-selector).',
-        examples=[
-            ["data"],
-            ["data", "records"],
-            ["data", "{{ parameters.name }}"],
-            ["data", "*", "record"],
-        ],
-        title="Field Path",
-    )
-    decoder: Optional[Union[JsonDecoder, JsonlDecoder, IterableDecoder]] = Field(None, title="Decoder")
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class SessionTokenRequestApiKeyAuthenticator(BaseModel):
-    type: Literal["ApiKey"]
-    inject_into: RequestOption = Field(
-        ...,
-        description="Configure how the API Key will be sent in requests to the source API.",
-        examples=[
-            {"inject_into": "header", "field_name": "Authorization"},
-            {"inject_into": "request_parameter", "field_name": "authKey"},
-        ],
-        title="Inject API Key Into Outgoing HTTP Request",
-    )
-
-
-class ListPartitionRouter(BaseModel):
-    type: Literal["ListPartitionRouter"]
-    cursor_field: str = Field(
-        ...,
-        description='While iterating over list values, the name of field used to reference a list value. The partition value can be accessed with string interpolation. e.g. "{{ stream_partition[\'my_key\'] }}" where "my_key" is the value of the cursor_field.',
-        examples=["section", "{{ config['section_key'] }}"],
-        title="Current Partition Value Identifier",
-    )
-    values: Union[str, List[str]] = Field(
-        ...,
-        description="The list of attributes being iterated over and used as input for the requests made to the source API.",
-        examples=[["section_a", "section_b", "section_c"], "{{ config['sections'] }}"],
-        title="Partition Values",
-    )
-    request_option: Optional[RequestOption] = Field(
-        None,
-        description="A request option describing where the list value should be injected into and under what field name if applicable.",
-        title="Inject Partition Value Into Outgoing HTTP Request",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class RecordSelector(BaseModel):
-    type: Literal["RecordSelector"]
-    extractor: Union[CustomRecordExtractor, DpathExtractor]
-    record_filter: Optional[Union[CustomRecordFilter, RecordFilter]] = Field(
-        None,
-        description="Responsible for filtering records to be emitted by the Source.",
-        title="Record Filter",
-    )
-    schema_normalization: Optional[SchemaNormalization] = SchemaNormalization.None_
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class Spec(BaseModel):
-    type: Literal["Spec"]
-    connection_specification: Dict[str, Any] = Field(
-        ...,
-        description="A connection specification describing how a the connector can be configured.",
-        title="Connection Specification",
-    )
-    documentation_url: Optional[str] = Field(
-        None,
-        description="URL of the connector's documentation page.",
-        examples=["https://docs.airbyte.com/integrations/sources/dremio"],
-        title="Documentation URL",
-    )
-    advanced_auth: Optional[AuthFlow] = Field(
-        None,
-        description="Advanced specification for configuring the authentication flow.",
-        title="Advanced Auth",
-    )
-
-
-class CompositeErrorHandler(BaseModel):
-    type: Literal["CompositeErrorHandler"]
-    error_handlers: List[Union[CompositeErrorHandler, DefaultErrorHandler]] = Field(
-        ...,
-        description="List of error handlers to iterate on to determine how to handle a failed response.",
-        title="Error Handlers",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class DeclarativeSource(BaseModel):
-    class Config:
-        extra = Extra.forbid
-
-    type: Literal["DeclarativeSource"]
-    check: CheckStream
-    streams: List[DeclarativeStream]
-    version: str = Field(
-        ...,
-        description="The version of the Airbyte CDK used to build and test the source.",
-    )
-    schemas: Optional[Schemas] = None
-    definitions: Optional[Dict[str, Any]] = None
-    spec: Optional[Spec] = None
-    metadata: Optional[Dict[str, Any]] = Field(
-        None,
-        description="For internal Airbyte use only - DO NOT modify manually. Used by consumers of declarative manifests for storing related metadata.",
-    )
-    description: Optional[str] = Field(
-        None,
-        description="A description of the connector. It will be presented on the Source documentation page.",
-    )
-
-
-class SelectiveAuthenticator(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["SelectiveAuthenticator"]
-    authenticator_selection_path: List[str] = Field(
-        ...,
-        description="Path of the field in config with selected authenticator name",
-        examples=[["auth"], ["auth", "type"]],
-        title="Authenticator Selection Path",
-    )
-    authenticators: Dict[
-        str,
-        Union[
-            ApiKeyAuthenticator,
-            BasicHttpAuthenticator,
-            BearerAuthenticator,
-            CustomAuthenticator,
-            OAuthAuthenticator,
-            JwtAuthenticator,
-            NoAuth,
-            SessionTokenAuthenticator,
-            LegacySessionTokenAuthenticator,
-        ],
-    ] = Field(
-        ...,
-        description="Authenticators to select from.",
-        examples=[
-            {
-                "authenticators": {
-                    "token": "#/definitions/ApiKeyAuthenticator",
-                    "oauth": "#/definitions/OAuthAuthenticator",
-                    "jwt": "#/definitions/JwtAuthenticator",
-                }
-            }
-        ],
-        title="Authenticators",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class DeclarativeStream(BaseModel):
-    class Config:
-        extra = Extra.allow
-
-    type: Literal["DeclarativeStream"]
-    retriever: Union[CustomRetriever, SimpleRetriever] = Field(
-        ...,
-        description="Component used to coordinate how records are extracted across stream slices and request pages.",
-        title="Retriever",
-    )
-    incremental_sync: Optional[Union[CustomIncrementalSync, DatetimeBasedCursor]] = Field(
-        None,
-        description="Component used to fetch data incrementally based on a time field in the data.",
-        title="Incremental Sync",
-    )
-    name: Optional[str] = Field("", description="The stream name.", example=["Users"], title="Name")
-    primary_key: Optional[PrimaryKey] = Field("", description="The primary key of the stream.", title="Primary Key")
-    schema_loader: Optional[Union[InlineSchemaLoader, JsonFileSchemaLoader, CustomSchemaLoader]] = Field(
-        None,
-        description="Component used to retrieve the schema for the current stream.",
-        title="Schema Loader",
-    )
-    transformations: Optional[List[Union[AddFields, CustomTransformation, RemoveFields]]] = Field(
-        None,
-        description="A list of transformations to be applied to each output record.",
-        title="Transformations",
-    )
-    state_migrations: Optional[List[Union[LegacyToPerPartitionStateMigration, CustomStateMigration]]] = Field(
-        [],
-        description="Array of state migrations to be applied on the input state",
-        title="State Migrations",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class SessionTokenAuthenticator(BaseModel):
-    type: Literal["SessionTokenAuthenticator"]
-    login_requester: HttpRequester = Field(
-        ...,
-        description="Description of the request to perform to obtain a session token to perform data requests. The response body is expected to be a JSON object with a session token property.",
-        examples=[
-            {
-                "type": "HttpRequester",
-                "url_base": "https://my_api.com",
-                "path": "/login",
-                "authenticator": {
-                    "type": "BasicHttpAuthenticator",
-                    "username": "{{ config.username }}",
-                    "password": "{{ config.password }}",
-                },
-            }
-        ],
-        title="Login Requester",
-    )
-    session_token_path: List[str] = Field(
-        ...,
-        description="The path in the response body returned from the login requester to the session token.",
-        examples=[["access_token"], ["result", "token"]],
-        title="Session Token Path",
-    )
-    expiration_duration: Optional[str] = Field(
-        None,
-        description="The duration in ISO 8601 duration notation after which the session token expires, starting from the time it was obtained. Omitting it will result in the session token being refreshed for every request.",
-        examples=["PT1H", "P1D"],
-        title="Expiration Duration",
-    )
-    request_authentication: Union[SessionTokenRequestApiKeyAuthenticator, SessionTokenRequestBearerAuthenticator] = Field(
-        ...,
-        description="Authentication method to use for requests sent to the API, specifying how to inject the session token.",
-        title="Data Request Authentication",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class HttpRequester(BaseModel):
-    type: Literal["HttpRequester"]
-    url_base: str = Field(
-        ...,
-        description="Base URL of the API source. Do not put sensitive information (e.g. API tokens) into this field - Use the Authentication component for this.",
-        examples=[
-            "https://connect.squareup.com/v2",
-            "{{ config['base_url'] or 'https://app.posthog.com'}}/api/",
-        ],
-        title="API Base URL",
-    )
-    path: str = Field(
-        ...,
-        description="Path the specific API endpoint that this stream represents. Do not put sensitive information (e.g. API tokens) into this field - Use the Authentication component for this.",
-        examples=[
-            "/products",
-            "/quotes/{{ stream_partition['id'] }}/quote_line_groups",
-            "/trades/{{ config['symbol_id'] }}/history",
-        ],
-        title="URL Path",
-    )
-    authenticator: Optional[
-        Union[
-            ApiKeyAuthenticator,
-            BasicHttpAuthenticator,
-            BearerAuthenticator,
-            CustomAuthenticator,
-            OAuthAuthenticator,
-            JwtAuthenticator,
-            NoAuth,
-            SessionTokenAuthenticator,
-            LegacySessionTokenAuthenticator,
-            SelectiveAuthenticator,
-        ]
-    ] = Field(
-        None,
-        description="Authentication method to use for requests sent to the API.",
-        title="Authenticator",
-    )
-    error_handler: Optional[Union[DefaultErrorHandler, CustomErrorHandler, CompositeErrorHandler]] = Field(
-        None,
-        description="Error handler component that defines how to handle errors.",
-        title="Error Handler",
-    )
-    http_method: Optional[HttpMethod] = Field(
-        HttpMethod.GET,
-        description="The HTTP method used to fetch data from the source (can be GET or POST).",
-        examples=["GET", "POST"],
-        title="HTTP Method",
-    )
-    request_body_data: Optional[Union[str, Dict[str, str]]] = Field(
-        None,
-        description="Specifies how to populate the body of the request with a non-JSON payload. Plain text will be sent as is, whereas objects will be converted to a urlencoded form.",
-        examples=[
-            '[{"clause": {"type": "timestamp", "operator": 10, "parameters":\n    [{"value": {{ stream_interval[\'start_time\'] | int * 1000 }} }]\n  }, "orderBy": 1, "columnName": "Timestamp"}]/\n'
-        ],
-        title="Request Body Payload (Non-JSON)",
-    )
-    request_body_json: Optional[Union[str, Dict[str, Any]]] = Field(
-        None,
-        description="Specifies how to populate the body of the request with a JSON payload. Can contain nested objects.",
-        examples=[
-            {"sort_order": "ASC", "sort_field": "CREATED_AT"},
-            {"key": "{{ config['value'] }}"},
-            {"sort": {"field": "updated_at", "order": "ascending"}},
-        ],
-        title="Request Body JSON Payload",
-    )
-    request_headers: Optional[Union[str, Dict[str, str]]] = Field(
-        None,
-        description="Return any non-auth headers. Authentication headers will overwrite any overlapping headers returned from this method.",
-        examples=[{"Output-Format": "JSON"}, {"Version": "{{ config['version'] }}"}],
-        title="Request Headers",
-    )
-    request_parameters: Optional[Union[str, Dict[str, str]]] = Field(
-        None,
-        description="Specifies the query parameters that should be set on an outgoing HTTP request given the inputs.",
-        examples=[
-            {"unit": "day"},
-            {
-                "query": 'last_event_time BETWEEN TIMESTAMP "{{ stream_interval.start_time }}" AND TIMESTAMP "{{ stream_interval.end_time }}"'
-            },
-            {"searchIn": "{{ ','.join(config.get('search_in', [])) }}"},
-            {"sort_by[asc]": "updated_at"},
-        ],
-        title="Query Parameters",
-    )
-    use_cache: Optional[bool] = Field(
-        False,
-        description="Enables stream requests caching. This field is automatically set by the CDK.",
-        title="Use Cache",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class ParentStreamConfig(BaseModel):
-    type: Literal["ParentStreamConfig"]
-    parent_key: str = Field(
-        ...,
-        description="The primary key of records from the parent stream that will be used during the retrieval of records for the current substream. This parent identifier field is typically a characteristic of the child records being extracted from the source API.",
-        examples=["id", "{{ config['parent_record_id'] }}"],
-        title="Parent Key",
-    )
-    stream: DeclarativeStream = Field(..., description="Reference to the parent stream.", title="Parent Stream")
-    partition_field: str = Field(
-        ...,
-        description="While iterating over parent records during a sync, the parent_key value can be referenced by using this field.",
-        examples=["parent_id", "{{ config['parent_partition_field'] }}"],
-        title="Current Parent Key Value Identifier",
-    )
-    request_option: Optional[RequestOption] = Field(
-        None,
-        description="A request option describing where the parent key value should be injected into and under what field name if applicable.",
-        title="Request Option",
-    )
-    incremental_dependency: Optional[bool] = Field(
-        False,
-        description="Indicates whether the parent stream should be read incrementally based on updates in the child stream.",
-        title="Incremental Dependency",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class SimpleRetriever(BaseModel):
-    type: Literal["SimpleRetriever"]
-    record_selector: RecordSelector = Field(
-        ...,
-        description="Component that describes how to extract records from a HTTP response.",
-    )
-    requester: Union[CustomRequester, HttpRequester] = Field(
-        ...,
-        description="Requester component that describes how to prepare HTTP requests to send to the source API.",
-    )
-    paginator: Optional[Union[DefaultPaginator, NoPagination]] = Field(
-        None,
-        description="Paginator component that describes how to navigate through the API's pages.",
-    )
-    ignore_stream_slicer_parameters_on_paginated_requests: Optional[bool] = Field(
-        False,
-        description="If true, the partition router and incremental request options will be ignored when paginating requests. Request options set directly on the requester will not be ignored.",
-    )
-    partition_router: Optional[
-        Union[
-            CustomPartitionRouter,
-            ListPartitionRouter,
-            SubstreamPartitionRouter,
-            List[Union[CustomPartitionRouter, ListPartitionRouter, SubstreamPartitionRouter]],
-        ]
-    ] = Field(
-        [],
-        description="PartitionRouter component that describes how to partition the stream, enabling incremental syncs and checkpointing.",
-        title="Partition Router",
-    )
-    decoder: Optional[Union[JsonDecoder, JsonlDecoder, IterableDecoder]] = Field(
-        None,
-        description="Component decoding the response so records can be extracted.",
-        title="Decoder",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-class SubstreamPartitionRouter(BaseModel):
-    type: Literal["SubstreamPartitionRouter"]
-    parent_stream_configs: List[ParentStreamConfig] = Field(
-        ...,
-        description="Specifies which parent streams are being iterated over and how parent records should be used to partition the child stream data set.",
-        title="Parent Stream Configs",
-    )
-    parameters: Optional[Dict[str, Any]] = Field(None, alias="$parameters")
-
-
-CompositeErrorHandler.update_forward_refs()
-DeclarativeSource.update_forward_refs()
-SelectiveAuthenticator.update_forward_refs()
-DeclarativeStream.update_forward_refs()
-SessionTokenAuthenticator.update_forward_refs()
-SimpleRetriever.update_forward_refs()
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/manifest_component_transformer.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/manifest_component_transformer.py
deleted file mode 100644
index e94ffaa1f430..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/manifest_component_transformer.py
+++ /dev/null
@@ -1,268 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import copy
-import logging
-import typing
-from typing import Any, Dict, Mapping, Optional, Set, Type
-
-from pydantic import BaseModel
-
-from .declarative_component_schema import (
-    ApiKeyAuthenticator,
-    BasicHttpAuthenticator,
-    BearerAuthenticator,
-    CompositeErrorHandler,
-    ConstantBackoffStrategy,
-    CursorPagination,
-    CustomAuthenticator,
-    CustomBackoffStrategy,
-    CustomErrorHandler,
-    CustomIncrementalSync,
-    CustomPaginationStrategy,
-    CustomPartitionRouter,
-    CustomRecordExtractor,
-    CustomRecordFilter,
-    CustomRequester,
-    CustomRetriever,
-    CustomSchemaLoader,
-    CustomStateMigration,
-    CustomTransformation,
-    DatetimeBasedCursor,
-    DeclarativeSource,
-    DeclarativeStream,
-    DefaultErrorHandler,
-    DefaultPaginator,
-    DpathExtractor,
-    ExponentialBackoffStrategy,
-    HttpRequester,
-    HttpResponseFilter,
-    JsonFileSchemaLoader,
-    JwtAuthenticator,
-    LegacySessionTokenAuthenticator,
-    ListPartitionRouter,
-    MinMaxDatetime,
-    OAuthAuthenticator,
-    OffsetIncrement,
-    PageIncrement,
-    ParentStreamConfig,
-    RecordFilter,
-    RecordSelector,
-    SelectiveAuthenticator,
-    SessionTokenAuthenticator,
-    SimpleRetriever,
-    SubstreamPartitionRouter,
-    WaitTimeFromHeader,
-    WaitUntilTimeFromHeader,
-)
-
-PARAMETERS_STR = "$parameters"
-
-# Mapping of component type to the class that implements it. This is used to fetch the Pydantic model class for a component type
-COMPONENT_TYPE_REGISTY: Dict[str, type] = {
-    "BasicHttpAuthenticator": BasicHttpAuthenticator,
-    "BearerAuthenticator": BearerAuthenticator,
-    "ConstantBackoffStrategy": ConstantBackoffStrategy,
-    "CustomAuthenticator": CustomAuthenticator,
-    "CustomBackoffStrategy": CustomBackoffStrategy,
-    "CustomErrorHandler": CustomErrorHandler,
-    "CustomIncrementalSync": CustomIncrementalSync,
-    "CustomPaginationStrategy": CustomPaginationStrategy,
-    "CustomRecordExtractor": CustomRecordExtractor,
-    "CustomRecordFilter": CustomRecordFilter,
-    "CustomRequester": CustomRequester,
-    "CustomRetriever": CustomRetriever,
-    "CustomPartitionRouter": CustomPartitionRouter,
-    "CustomSchemaLoader": CustomSchemaLoader,
-    "CustomStateMigration": CustomStateMigration,
-    "CustomTransformation": CustomTransformation,
-    "JwtAuthenticator": JwtAuthenticator,
-    "OAuthAuthenticator": OAuthAuthenticator,
-    "ExponentialBackoffStrategy": ExponentialBackoffStrategy,
-    "HttpResponseFilter": HttpResponseFilter,
-    "JsonFileSchemaLoader": JsonFileSchemaLoader,
-    "MinMaxDatetime": MinMaxDatetime,
-    "OffsetIncrement": OffsetIncrement,
-    "PageIncrement": PageIncrement,
-    "RecordFilter": RecordFilter,
-    "LegacySessionTokenAuthenticator": LegacySessionTokenAuthenticator,
-    "WaitTimeFromHeader": WaitTimeFromHeader,
-    "WaitUntilTimeFromHeader": WaitUntilTimeFromHeader,
-    "ApiKeyAuthenticator": ApiKeyAuthenticator,
-    "CursorPagination": CursorPagination,
-    "DatetimeBasedCursor": DatetimeBasedCursor,
-    "DefaultErrorHandler": DefaultErrorHandler,
-    "DefaultPaginator": DefaultPaginator,
-    "DpathExtractor": DpathExtractor,
-    "ListPartitionRouter": ListPartitionRouter,
-    "RecordSelector": RecordSelector,
-    "CompositeErrorHandler": CompositeErrorHandler,
-    "SelectiveAuthenticator": SelectiveAuthenticator,
-    "DeclarativeStream": DeclarativeStream,
-    "SessionTokenAuthenticator": SessionTokenAuthenticator,
-    "HttpRequester": HttpRequester,
-    "ParentStreamConfig": ParentStreamConfig,
-    "SimpleRetriever": SimpleRetriever,
-    "SubstreamPartitionRouter": SubstreamPartitionRouter,
-    "DeclarativeSource": DeclarativeSource,
-}
-
-DEFAULT_MODEL_TYPES: Mapping[str, str] = {
-    # CompositeErrorHandler
-    "CompositeErrorHandler.error_handlers": "DefaultErrorHandler",
-    # CursorPagination
-    "CursorPagination.decoder": "JsonDecoder",
-    # DatetimeBasedCursor
-    "DatetimeBasedCursor.end_datetime": "MinMaxDatetime",
-    "DatetimeBasedCursor.end_time_option": "RequestOption",
-    "DatetimeBasedCursor.start_datetime": "MinMaxDatetime",
-    "DatetimeBasedCursor.start_time_option": "RequestOption",
-    # CustomIncrementalSync
-    "CustomIncrementalSync.end_datetime": "MinMaxDatetime",
-    "CustomIncrementalSync.end_time_option": "RequestOption",
-    "CustomIncrementalSync.start_datetime": "MinMaxDatetime",
-    "CustomIncrementalSync.start_time_option": "RequestOption",
-    # DeclarativeSource
-    "DeclarativeSource.check": "CheckStream",
-    "DeclarativeSource.spec": "Spec",
-    "DeclarativeSource.streams": "DeclarativeStream",
-    # DeclarativeStream
-    "DeclarativeStream.retriever": "SimpleRetriever",
-    "DeclarativeStream.schema_loader": "JsonFileSchemaLoader",
-    # DefaultErrorHandler
-    "DefaultErrorHandler.response_filters": "HttpResponseFilter",
-    # DefaultPaginator
-    "DefaultPaginator.decoder": "JsonDecoder",
-    "DefaultPaginator.page_size_option": "RequestOption",
-    # DpathExtractor
-    "DpathExtractor.decoder": "JsonDecoder",
-    # HttpRequester
-    "HttpRequester.error_handler": "DefaultErrorHandler",
-    # ListPartitionRouter
-    "ListPartitionRouter.request_option": "RequestOption",
-    # ParentStreamConfig
-    "ParentStreamConfig.request_option": "RequestOption",
-    "ParentStreamConfig.stream": "DeclarativeStream",
-    # RecordSelector
-    "RecordSelector.extractor": "DpathExtractor",
-    "RecordSelector.record_filter": "RecordFilter",
-    # SimpleRetriever
-    "SimpleRetriever.paginator": "NoPagination",
-    "SimpleRetriever.record_selector": "RecordSelector",
-    "SimpleRetriever.requester": "HttpRequester",
-    # SubstreamPartitionRouter
-    "SubstreamPartitionRouter.parent_stream_configs": "ParentStreamConfig",
-    # AddFields
-    "AddFields.fields": "AddedFieldDefinition",
-    # CustomPartitionRouter
-    "CustomPartitionRouter.parent_stream_configs": "ParentStreamConfig",
-}
-
-# We retain a separate registry for custom components to automatically insert the type if it is missing. This is intended to
-# be a short term fix because once we have migrated, then type and class_name should be requirements for all custom components.
-CUSTOM_COMPONENTS_MAPPING: Mapping[str, str] = {
-    "CompositeErrorHandler.backoff_strategies": "CustomBackoffStrategy",
-    "DeclarativeStream.retriever": "CustomRetriever",
-    "DeclarativeStream.transformations": "CustomTransformation",
-    "DefaultErrorHandler.backoff_strategies": "CustomBackoffStrategy",
-    "DefaultPaginator.pagination_strategy": "CustomPaginationStrategy",
-    "HttpRequester.authenticator": "CustomAuthenticator",
-    "HttpRequester.error_handler": "CustomErrorHandler",
-    "RecordSelector.extractor": "CustomRecordExtractor",
-    "SimpleRetriever.partition_router": "CustomPartitionRouter",
-}
-
-logger = logging.getLogger(__name__)
-
-
-def get_model_fields(model_class: Optional[Type[BaseModel]]) -> Set[str]:
-    """Fetches field names from a Pydantic model class if available."""
-    if model_class is not None:
-        return set(model_class.__fields__.keys())
-    return set()
-
-
-class ManifestComponentTransformer:
-    def propagate_types_and_parameters(
-        self,
-        parent_field_identifier: str,
-        declarative_component: Mapping[str, Any],
-        parent_parameters: Mapping[str, Any],
-    ) -> Mapping[str, Any]:
-        """
-        Recursively transforms the specified declarative component and subcomponents to propagate parameters and insert the
-        default component type if it was not already present. The resulting transformed components are a deep copy of the input
-        components, not an in-place transformation.
-        :param declarative_component: The current component that is having type and parameters added
-        :param parent_field_identifier: The name of the field of the current component coming from the parent component
-        :param parent_parameters: The parameters set on parent components defined before the current component
-        :return: A deep copy of the transformed component with types and parameters persisted to it
-        """
-        propagated_component = dict(copy.deepcopy(declarative_component))
-        if "type" not in propagated_component:
-            # If the component has class_name we assume that this is a reference to a custom component. This is a slight change to
-            # existing behavior because we originally allowed for either class or type to be specified. After the pydantic migration,
-            # class_name will only be a valid field on custom components and this change reflects that. I checked, and we currently
-            # have no low-code connectors that use class_name except for custom components.
-            if "class_name" in propagated_component:
-                found_type = CUSTOM_COMPONENTS_MAPPING.get(parent_field_identifier)
-            else:
-                found_type = DEFAULT_MODEL_TYPES.get(parent_field_identifier)
-            if found_type:
-                propagated_component["type"] = found_type
-
-        # When there is no resolved type, we're not processing a component (likely a regular object) and don't need to propagate parameters
-        # When the type refers to a json schema, we're not processing a component as well. This check is currently imperfect as there could
-        # be json_schema are not objects but we believe this is not likely in our case because:
-        # * records are Mapping so objects hence SchemaLoader root should be an object
-        # * connection_specification is a Mapping
-        if "type" not in propagated_component or self._is_json_schema_object(propagated_component):
-            return propagated_component
-
-        component_type = propagated_component.get("type", "")
-        model_class = COMPONENT_TYPE_REGISTY.get(component_type)
-        # Grab the list of expected fields for the component type
-        valid_fields = get_model_fields(model_class)
-
-        # Combines parameters defined at the current level with parameters from parent components. Parameters at the current
-        # level take precedence
-        current_parameters = dict(copy.deepcopy(parent_parameters))
-        component_parameters = propagated_component.pop(PARAMETERS_STR, {})
-        current_parameters = {**current_parameters, **component_parameters}
-
-        # Parameters should be applied to the current component fields with the existing field taking precedence over parameters if
-        # both exist
-        for parameter_key, parameter_value in current_parameters.items():
-            if parameter_key in valid_fields:
-                propagated_component[parameter_key] = propagated_component.get(parameter_key) or parameter_value
-
-        for field_name, field_value in propagated_component.items():
-            if isinstance(field_value, dict):
-                # We exclude propagating a parameter that matches the current field name because that would result in an infinite cycle
-                excluded_parameter = current_parameters.pop(field_name, None)
-                parent_type_field_identifier = f"{propagated_component.get('type')}.{field_name}"
-                propagated_component[field_name] = self.propagate_types_and_parameters(
-                    parent_type_field_identifier, field_value, current_parameters
-                )
-                if excluded_parameter:
-                    current_parameters[field_name] = excluded_parameter
-            elif isinstance(field_value, typing.List):
-                # We exclude propagating a parameter that matches the current field name because that would result in an infinite cycle
-                excluded_parameter = current_parameters.pop(field_name, None)
-                for i, element in enumerate(field_value):
-                    if isinstance(element, dict):
-                        parent_type_field_identifier = f"{propagated_component.get('type')}.{field_name}"
-                        field_value[i] = self.propagate_types_and_parameters(parent_type_field_identifier, element, current_parameters)
-                if excluded_parameter:
-                    current_parameters[field_name] = excluded_parameter
-
-        return propagated_component
-
-    @staticmethod
-    def _is_json_schema_object(propagated_component: Mapping[str, Any]) -> bool:
-        component_type = propagated_component.get("type")
-        if isinstance(component_type, list):
-            # Handle nullable types, ie ["null", "object"]
-            return "object" in component_type
-        return component_type == "object"
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/manifest_resolver.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/manifest_resolver.py
deleted file mode 100644
index a6dbebffd7d0..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/manifest_resolver.py
+++ /dev/null
@@ -1,204 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import re
-from typing import Any, Mapping, Set, Tuple, Union
-
-REF_TAG = "$ref"
-
-
-class ManifestReferenceResolver:
-    """
-    An incoming manifest can contain references to values previously defined.
-    This parser will dereference these values to produce a complete ConnectionDefinition.
-
-    References can be defined using a #/<arg> string.
-    ```
-    key: 1234
-    reference: "#/key"
-    ```
-    will produce the following definition:
-    ```
-    key: 1234
-    reference: 1234
-    ```
-    This also works with objects:
-    ```
-    key_value_pairs:
-      k1: v1
-      k2: v2
-    same_key_value_pairs: "#/key_value_pairs"
-    ```
-    will produce the following definition:
-    ```
-    key_value_pairs:
-      k1: v1
-      k2: v2
-    same_key_value_pairs:
-      k1: v1
-      k2: v2
-    ```
-
-    The $ref keyword can be used to refer to an object and enhance it with addition key-value pairs
-    ```
-    key_value_pairs:
-      k1: v1
-      k2: v2
-    same_key_value_pairs:
-      $ref: "#/key_value_pairs"
-      k3: v3
-    ```
-    will produce the following definition:
-    ```
-    key_value_pairs:
-      k1: v1
-      k2: v2
-    same_key_value_pairs:
-      k1: v1
-      k2: v2
-      k3: v3
-    ```
-
-    References can also point to nested values.
-    Nested references are ambiguous because one could define a key containing with `.`
-    in this example, we want to refer to the limit key in the dict object:
-    ```
-    dict:
-        limit: 50
-    limit_ref: "#/dict/limit"
-    ```
-    will produce the following definition:
-    ```
-    dict
-        limit: 50
-    limit-ref: 50
-    ```
-
-    whereas here we want to access the `nested/path` value.
-    ```
-    nested:
-        path: "first one"
-    nested/path: "uh oh"
-    value: "#/nested/path
-    ```
-    will produce the following definition:
-    ```
-    nested:
-        path: "first one"
-    nested/path: "uh oh"
-    value: "uh oh"
-    ```
-
-    to resolve the ambiguity, we try looking for the reference key at the top level, and then traverse the structs downward
-    until we find a key with the given path, or until there is nothing to traverse.
-    """
-
-    def preprocess_manifest(self, manifest: Mapping[str, Any]) -> Mapping[str, Any]:
-        """
-        :param manifest: incoming manifest that could have references to previously defined components
-        :return:
-        """
-        return self._evaluate_node(manifest, manifest, set())  # type: ignore[no-any-return]
-
-    def _evaluate_node(self, node: Any, manifest: Mapping[str, Any], visited: Set[Any]) -> Any:  # noqa: ANN401
-        if isinstance(node, dict):
-            evaluated_dict = {k: self._evaluate_node(v, manifest, visited) for k, v in node.items() if not self._is_ref_key(k)}
-            if REF_TAG in node:
-                # The node includes a $ref key, so we splat the referenced value(s) into the evaluated dict
-                evaluated_ref = self._evaluate_node(node[REF_TAG], manifest, visited)
-                if not isinstance(evaluated_ref, dict):
-                    return evaluated_ref
-                else:
-                    # The values defined on the component take precedence over the reference values
-                    return evaluated_ref | evaluated_dict
-            else:
-                return evaluated_dict
-        elif isinstance(node, list):
-            return [self._evaluate_node(v, manifest, visited) for v in node]
-        elif self._is_ref(node):
-            if node in visited:
-                raise ValueError(node)
-            visited.add(node)
-            ret = self._evaluate_node(self._lookup_ref_value(node, manifest), manifest, visited)
-            visited.remove(node)
-            return ret
-        else:
-            return node
-
-    def _lookup_ref_value(self, ref: str, manifest: Mapping[str, Any]) -> Any:  # noqa: ANN401
-        ref_match = re.match(r"#/(.*)", ref)
-        if not ref_match:
-            raise ValueError(f"Invalid reference format {ref}")
-        try:
-            path = ref_match.groups()[0]
-            return self._read_ref_value(path, manifest)
-        except (AttributeError, KeyError, IndexError):
-            raise ValueError(f"{path}, {ref}")
-
-    @staticmethod
-    def _is_ref(node: Any) -> bool:  # noqa: ANN401
-        return isinstance(node, str) and node.startswith("#/")
-
-    @staticmethod
-    def _is_ref_key(key: str) -> bool:
-        return bool(key == REF_TAG)
-
-    @staticmethod
-    def _read_ref_value(ref: str, manifest_node: Mapping[str, Any]) -> Any:  # noqa: ANN401
-        """
-        Read the value at the referenced location of the manifest.
-
-        References are ambiguous because one could define a key containing `/`
-        In this example, we want to refer to the `limit` key in the `dict` object:
-            dict:
-                limit: 50
-            limit_ref: "#/dict/limit"
-
-        Whereas here we want to access the `nested/path` value.
-          nested:
-            path: "first one"
-          nested/path: "uh oh"
-          value: "#/nested/path"
-
-        To resolve the ambiguity, we try looking for the reference key at the top level, and then traverse the structs downward
-        until we find a key with the given path, or until there is nothing to traverse.
-
-        Consider the path foo/bar/baz. To resolve the ambiguity, we first try 'foo/bar/baz' in its entirety as a top-level key. If this
-        fails, we try 'foo' as the top-level key, and if this succeeds, pass 'bar/baz' on as the key to be tried at the next level.
-        """
-        while ref:
-            try:
-                return manifest_node[ref]
-            except (KeyError, TypeError):
-                head, ref = _parse_path(ref)
-                manifest_node = manifest_node[head]  # type: ignore # Couldn't figure out how to fix this since manifest_node can get reassigned into other types like lists
-        return manifest_node
-
-
-def _parse_path(ref: str) -> Tuple[Union[str, int], str]:
-    """
-    Return the next path component, together with the rest of the path.
-
-    A path component may be a string key, or an int index.
-
-    >>> _parse_path("foo/bar")
-    "foo", "bar"
-    >>> _parse_path("foo/7/8/bar")
-    "foo", "7/8/bar"
-    >>> _parse_path("7/8/bar")
-    7, "8/bar"
-    >>> _parse_path("8/bar")
-    8, "bar"
-    >>> _parse_path("8foo/bar")
-    "8foo", "bar"
-    """
-    match = re.match(r"([^/]*)/?(.*)", ref)
-    if match:
-        first, rest = match.groups()
-        try:
-            return int(first), rest
-        except ValueError:
-            return first, rest
-    else:
-        raise ValueError(f"Invalid path {ref} specified")
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/pipeline.py
deleted file mode 100644
index 89e167de379e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/pipeline.py
+++ /dev/null
@@ -1,324 +0,0 @@
-#
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import shutil
-from pathlib import Path
-from typing import Any
-
-import git  # type: ignore
-from anyio import Semaphore  # type: ignore
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.migrate_to_manifest_only.manifest_component_transformer import ManifestComponentTransformer
-from pipelines.airbyte_ci.connectors.migrate_to_manifest_only.manifest_resolver import ManifestReferenceResolver
-from pipelines.airbyte_ci.connectors.migrate_to_manifest_only.utils import (
-    get_latest_base_image,
-    readme_for_connector,
-    remove_parameters_from_manifest,
-)
-from pipelines.airbyte_ci.connectors.reports import Report
-from pipelines.helpers.connectors.command import run_connector_steps
-from pipelines.helpers.connectors.yaml import read_yaml, write_yaml
-from pipelines.helpers.execution.run_steps import STEP_TREE, StepToRun
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-## GLOBAL VARIABLES ##
-
-# spec.yaml and spec.json will be removed as part of the conversion. But if they are present, it's fine to convert still.
-MANIFEST_ONLY_COMPATIBLE_FILES = [
-    "manifest.yaml",
-    "components.py",
-    "run.py",
-    "__init__.py",
-    "source.py",
-    "spec.json",
-    "spec.yaml",
-    "__pycache__",
-]
-MANIFEST_ONLY_FILES_TO_KEEP = [
-    "manifest.yaml",
-    "components.py",
-    "metadata.yaml",
-    "icon.svg",
-    "unit_tests",
-    "integration_tests",
-    "acceptance-test-config.yml",
-    "secrets",
-]
-
-
-## STEPS ##
-
-
-class CheckIsManifestMigrationCandidate(Step):
-    """
-    Pipeline step to check if the connector is a candidate for migration to manifest-only.
-    """
-
-    context: ConnectorContext
-    title: str = "Validate Manifest Migration Candidate"
-    airbyte_repo: git.Repo = git.Repo(search_parent_directories=True)
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-        invalid_files: list = []
-
-        ## 1. Confirm the connector is low-code and not already manifest-only
-        if connector.language != ConnectorLanguage.LOW_CODE:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="The connector is not a low-code connector.",
-            )
-
-        if connector.language == ConnectorLanguage.MANIFEST_ONLY:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="The connector is already in manifest-only format.",
-            )
-
-        ## 2. Detect invalid python files in the connector's source directory
-        for file in connector.python_source_dir_path.iterdir():
-            if file.name not in MANIFEST_ONLY_COMPATIBLE_FILES:
-                invalid_files.append(file.name)
-        if invalid_files:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout=f"The connector has unrecognized source files: {', '.join(invalid_files)}",
-            )
-
-        ## 3. Detect connector class name to make sure it's inherited from source-declarative-manifest
-        # and does not override the `streams` method
-        connector_source_py = (connector.python_source_dir_path / "source.py").read_text()
-
-        if "YamlDeclarativeSource" not in connector_source_py:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout="The connector does not use the YamlDeclarativeSource class.",
-            )
-
-        if "def streams" in connector_source_py:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout="The connector overrides the streams method.",
-            )
-
-        # All checks passed, the connector is a valid candidate for migration
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout=f"{connector.technical_name} is a valid candidate for migration.")
-
-
-class StripConnector(Step):
-    """
-    Pipeline step to strip a low-code connector to manifest-only files.
-    """
-
-    context: ConnectorContext
-    title = "Strip Out Unnecessary Files"
-
-    def _delete_directory_item(self, file: Path) -> None:
-        """
-        Deletes the passed file or folder.
-        """
-        self.logger.info(f"Deleting {file.name}")
-        try:
-            if file.is_dir():
-                shutil.rmtree(file)
-            else:
-                file.unlink()
-        except Exception as e:
-            raise ValueError(f"Failed to delete {file.name}: {e}")
-
-    def _check_if_non_inline_spec(self, path: Path) -> Path | None:
-        """
-        Checks if a non-inline spec file exists and return its path.
-        """
-        spec_file_yaml = path / "spec.yaml"
-        spec_file_json = path / "spec.json"
-
-        if spec_file_yaml.exists():
-            return spec_file_yaml
-        elif spec_file_json.exists():
-            return spec_file_json
-        return None
-
-    def _read_spec_from_file(self, spec_file: Path) -> dict:
-        """
-        Grabs the relevant data from a non-inline spec, to be added to the manifest.
-        """
-        try:
-            if spec_file.suffix == ".json":
-                with open(spec_file, "r") as file:
-                    spec = json.load(file)
-            else:
-                spec = read_yaml(spec_file)
-
-            documentation_url = spec.get("documentationUrl") or spec.get("documentation_url")
-            connection_specification = spec.get("connection_specification") or spec.get("connectionSpecification")
-            advanced_auth = spec.get("advanced_auth")
-            return {
-                "documentation_url": documentation_url,
-                "connection_specification": connection_specification,
-                "advanced_auth": advanced_auth,
-            }
-
-        except Exception as e:
-            raise ValueError(f"Failed to read data in spec file: {e}")
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-
-        ## 1a. Move manifest.yaml to the root level of the directory
-        self.logger.info("Moving manifest to the root level of the directory")
-        root_manifest_path = connector.code_directory / "manifest.yaml"
-        connector.manifest_path.rename(root_manifest_path)
-
-        ## 1b. Move components.py to the root level of the directory if it exists
-        components_path = connector.python_source_dir_path / "components.py"
-        if components_path.exists():
-            self.logger.info("Custom components file found. Moving to the root level of the directory")
-            root_components_path = connector.manifest_only_components_path
-            components_path.rename(root_components_path)
-
-        ## 2. Update the version in manifest.yaml
-        try:
-            manifest = read_yaml(root_manifest_path)
-            manifest["version"] = "5.15.0"
-            manifest["type"] = "DeclarativeSource"
-
-            # Resolve $parameters and types with CDK magic
-            resolved_manifest = ManifestReferenceResolver().preprocess_manifest(manifest)
-            propagated_manifest = ManifestComponentTransformer().propagate_types_and_parameters("", resolved_manifest, {})
-            cleaned_manifest = remove_parameters_from_manifest(propagated_manifest)
-
-            write_yaml(cleaned_manifest, root_manifest_path)
-        except Exception as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stdout=f"Failed to update version in manifest.yaml: {e}")
-
-        ## 3. Check for non-inline spec files and add the data to manifest.yaml
-        spec_file = self._check_if_non_inline_spec(connector.python_source_dir_path)
-        if spec_file:
-            self.logger.info("Non-inline spec file found. Migrating spec to manifest")
-            try:
-                spec_data = self._read_spec_from_file(spec_file)
-                manifest = read_yaml(root_manifest_path)
-
-                # Confirm the connector does not have both inline and non-inline specs
-                if "spec" in manifest:
-                    return StepResult(step=self, status=StepStatus.FAILURE, stdout="Connector has both inline and non-inline specs.")
-
-                manifest["spec"] = {
-                    "type": "Spec",
-                    "documentation_url": spec_data.get("documentation_url"),
-                    "connection_specification": spec_data.get("connection_specification"),
-                    "advanced_auth": spec_data.get("advanced_auth"),
-                }
-                write_yaml(manifest, root_manifest_path)
-            except Exception as e:
-                return StepResult(step=self, status=StepStatus.FAILURE, stdout=f"Failed to add spec data to manifest.yaml: {e}")
-
-        ## 4. Delete all non-essential files
-        try:
-            for item in connector.code_directory.iterdir():
-                if item.name in MANIFEST_ONLY_FILES_TO_KEEP:
-                    continue  # Preserve the allowed files
-                else:
-                    self._delete_directory_item(item)
-        except Exception as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stdout=f"Failed to delete files: {e}")
-
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout="The connector has been successfully stripped.")
-
-
-class UpdateManifestOnlyFiles(Step):
-    """
-    Pipeline step to update connector's metadata, acceptance-test-config and readme to manifest-only.
-    """
-
-    context: ConnectorContext
-    title = "Update Connector Metadata"
-
-    async def _run(self) -> StepResult:
-        connector = self.context.connector
-
-        ## 1. Update the acceptance test config to point to the right spec path
-        try:
-            acceptance_test_config_data = read_yaml(connector.acceptance_test_config_path)
-            # Handle legacy acceptance-test-config:
-            if "acceptance_tests" in acceptance_test_config_data:
-                acceptance_test_config_data["acceptance_tests"]["spec"]["tests"][0]["spec_path"] = "manifest.yaml"
-            else:
-                acceptance_test_config_data["tests"]["spec"][0]["spec_path"] = "manifest.yaml"
-            write_yaml(acceptance_test_config_data, connector.acceptance_test_config_path)
-        except Exception as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stdout=f"Failed to update acceptance-test-config.yml: {e}")
-
-        ## 2. Update the connector's metadata
-        self.logger.info("Updating metadata file")
-        try:
-            metadata = read_yaml(connector.metadata_file_path)
-
-            # Remove any existing language tags and append the manifest-only tag
-            tags = metadata.get("data", {}).get("tags", [])
-            for tag in tags:
-                if "language:" in tag:
-                    tags.remove(tag)
-            tags.append("language:manifest-only")
-
-            pypi_package = metadata.get("data", {}).get("remoteRegistries", {}).get("pypi")
-            if pypi_package:
-                pypi_package["enabled"] = False
-
-            # Update the base image
-            latest_base_image = get_latest_base_image("airbyte/source-declarative-manifest")
-            connector_base_image = metadata.get("data", {}).get("connectorBuildOptions")
-            connector_base_image["baseImage"] = latest_base_image
-
-            # Write the changes to metadata.yaml
-            write_yaml(metadata, connector.metadata_file_path)
-        except Exception as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stdout=f"Failed to update metadata.yaml: {e}")
-
-        ## 3. Update the connector's README
-        self.logger.info("Updating README file")
-        readme = readme_for_connector(connector.technical_name)
-
-        with open(connector.code_directory / "README.md", "w") as file:
-            file.write(readme)
-
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout="The connector has been successfully migrated to manifest-only.")
-
-
-## MAIN FUNCTION ##
-async def run_connectors_manifest_only_pipeline(context: ConnectorContext, semaphore: "Semaphore", *args: Any) -> Report:
-    steps_to_run: STEP_TREE = []
-    steps_to_run.append([StepToRun(id=CONNECTOR_TEST_STEP_ID.MANIFEST_ONLY_CHECK, step=CheckIsManifestMigrationCandidate(context))])
-
-    steps_to_run.append(
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.MANIFEST_ONLY_STRIP,
-                step=StripConnector(context),
-                depends_on=[CONNECTOR_TEST_STEP_ID.MANIFEST_ONLY_CHECK],
-            )
-        ]
-    )
-
-    steps_to_run.append(
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.MANIFEST_ONLY_UPDATE,
-                step=UpdateManifestOnlyFiles(context),
-                depends_on=[CONNECTOR_TEST_STEP_ID.MANIFEST_ONLY_STRIP],
-            )
-        ]
-    )
-
-    return await run_connector_steps(context, semaphore, steps_to_run)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/templates/README.md.j2 b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/templates/README.md.j2
deleted file mode 100644
index 6c86747bc7ad..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/templates/README.md.j2
+++ /dev/null
@@ -1,65 +0,0 @@
-# {{ source_name.capitalize().replace("-", " ") }} source connector
-
-This directory contains the manifest-only connector for `source-{{ source_name }}`.
-This _manifest-only_ connector is not a Python package on its own, as it runs inside of the base `source-declarative-manifest` image.
-
-For information about how to configure and use this connector within Airbyte, see [the connector's full documentation](https://docs.airbyte.com/integrations/sources/{{source_name}}).
-
-## Local development
-
-We recommend using the Connector Builder to edit this connector.
-Using either Airbyte Cloud or your local Airbyte OSS instance, navigate to the **Builder** tab and select **Import a YAML**.
-Then select the connector's `manifest.yaml` file to load the connector into the Builder. You're now ready to make changes to the connector!
-
-If you prefer to develop locally, you can follow the instructions below.
-
-### Building the docker image
-
-You can build any manifest-only connector with `airbyte-ci`:
-
-1. Install [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md)
-2. Run the following command to build the docker image:
-
-```bash
-airbyte-ci connectors --name=source-{{source_name}} build
-```
-
-An image will be available on your host with the tag `airbyte/source-{{source_name}}:dev`.
-
-### Creating credentials
-
-**If you are a community contributor**, follow the instructions in the [documentation](https://docs.airbyte.com/integrations/sources/{{source_name}})
-to generate the necessary credentials. Then create a file `secrets/config.json` conforming to the `spec` object in the connector's `manifest.yaml` file.
-Note that any directory named `secrets` is gitignored across the entire Airbyte repo, so there is no danger of accidentally checking in sensitive information.
-
-### Running as a docker container
-
-Then run any of the standard source connector commands:
-
-```bash
-docker run --rm airbyte/source-{{source_name}}:dev spec
-docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-{{source_name}}:dev check --config /secrets/config.json
-docker run --rm -v $(pwd)/secrets:/secrets airbyte/source-{{source_name}}:dev discover --config /secrets/config.json
-docker run --rm -v $(pwd)/secrets:/secrets -v $(pwd)/integration_tests:/integration_tests airbyte/source-{{source_name}}:dev read --config /secrets/config.json --catalog /integration_tests/configured_catalog.json
-```
-
-### Running the CI test suite
-
-You can run our full test suite locally using [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md):
-
-```bash
-airbyte-ci connectors --name=source-{{source_name}} test
-```
-
-## Publishing a new version of the connector
-
-If you want to contribute changes to `source-{{source_name}}`, here's how you can do that:
-1. Make your changes locally, or load the connector's manifest into Connector Builder and make changes there.
-2. Make sure your changes are passing our test suite with `airbyte-ci connectors --name=source-{{source_name}} test`
-3. Bump the connector version (please follow [semantic versioning for connectors](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#semantic-versioning-for-connectors)):
-    - bump the `dockerImageTag` value in in `metadata.yaml`
-4. Make sure the connector documentation and its changelog is up to date (`docs/integrations/sources/{{ source_name}}.md`).
-5. Create a Pull Request: use [our PR naming conventions](https://docs.airbyte.com/contributing-to-airbyte/resources/pull-requests-handbook/#pull-request-title-convention).
-6. Pat yourself on the back for being an awesome contributor.
-7. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master.
-8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry.
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/utils.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/utils.py
deleted file mode 100644
index 2336de957705..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/migrate_to_manifest_only/utils.py
+++ /dev/null
@@ -1,88 +0,0 @@
-#
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-#
-
-import subprocess
-from pathlib import Path
-from typing import Any, List, Mapping
-
-import jinja2
-import requests
-
-
-def readme_for_connector(name: str) -> str:
-    """
-    Generate a manifest-only README.md file for a connector using a Jinja2 template.
-    """
-    dir_path = Path(__file__).parent / "templates"
-    env = jinja2.Environment(loader=jinja2.FileSystemLoader(searchpath=str(dir_path)))
-    template = env.get_template("README.md.j2")
-    readme_name = name.replace("source-", "")
-    rendered = template.render(source_name=readme_name)
-    return rendered
-
-
-def get_latest_base_image(image_name: str) -> str:
-    """
-    Fetch the latest base image from Docker Hub for a given image name.
-    """
-    base_url = "https://hub.docker.com/v2/repositories/"
-
-    tags_url = f"{base_url}{image_name}/tags/?page_size=10&ordering=last_updated"
-    response = requests.get(tags_url)
-    if response.status_code != 200:
-        raise requests.ConnectionError(f"Error fetching tags: {response.status_code}")
-
-    tags_data = response.json()
-    if not tags_data["results"]:
-        raise ValueError("No tags found for the image")
-
-    # iterate through the tags to find the latest one that doesn't contain "dev" or "latest"
-    for tag in tags_data["results"]:
-        if "dev" not in tag["name"] and "latest" not in tag["name"]:
-            latest_tag = tag["name"]
-            break
-
-    if not latest_tag:
-        raise ValueError("No valid tags found for the image")
-
-    manifest_url = f"{base_url}{image_name}/tags/{latest_tag}"
-    response = requests.get(manifest_url)
-    if response.status_code != 200:
-        raise requests.ConnectionError(f"Error fetching manifest: {response.status_code}")
-
-    manifest_data = response.json()
-    digest = manifest_data.get("digest")
-
-    if not digest:
-        raise ValueError("No digest found for the image")
-
-    full_reference = f"docker.io/{image_name}:{latest_tag}@{digest}"
-    return full_reference
-
-
-def revert_connector_directory(directory: Path) -> None:
-    """
-    Revert changes to a connector directory to the state at the last commit.
-    Used as a cleanup step in the manifest-only pipeline.
-    """
-    try:
-        # Restore the directory to its state at the last commit
-        subprocess.run(["git", "restore", directory], check=True)
-        # Remove untracked files and directories
-        subprocess.run(["git", "clean", "-fd", directory], check=True)
-    except subprocess.CalledProcessError as e:
-        # Handle errors in the subprocess calls
-        print(f"An error occurred while reverting changes: {str(e)}")
-
-
-def remove_parameters_from_manifest(d: dict | List | Mapping[str, Any]) -> dict | List:
-    """
-    Takes a dictionary (or a list) of keys and removes all instances of the key "$parameters" from it.
-    """
-    if isinstance(d, dict) or isinstance(d, Mapping):
-        return {k: remove_parameters_from_manifest(v) for k, v in d.items() if k != "$parameters"}
-    elif isinstance(d, list):
-        return [remove_parameters_from_manifest(item) for item in d]
-    else:
-        return d
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pipeline.py
deleted file mode 100644
index 2ca0f8c55b08..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pipeline.py
+++ /dev/null
@@ -1,126 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups the functions to run full pipelines for connector testing."""
-
-from __future__ import annotations
-
-import sys
-from pathlib import Path
-from typing import TYPE_CHECKING, Any, Callable, List, Optional
-
-import anyio
-import dagger
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-from dagger import Config
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.publish.context import PublishConnectorContext
-from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-from pipelines.airbyte_ci.steps.no_op import NoOpStep
-from pipelines.consts import ContextState
-from pipelines.dagger.actions.system import docker
-from pipelines.helpers.utils import create_and_open_file
-from pipelines.models.reports import Report
-from pipelines.models.steps import StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from pipelines.models.contexts.pipeline_context import PipelineContext
-
-GITHUB_GLOBAL_CONTEXT = "[POC please ignore] Connectors CI"
-GITHUB_GLOBAL_DESCRIPTION = "Running connectors tests"
-
-CONNECTOR_LANGUAGE_TO_FORCED_CONCURRENCY_MAPPING = {
-    # We run the Java connectors tests sequentially because we currently have memory issues when Java integration tests are run in parallel.
-    # See https://github.com/airbytehq/airbyte/issues/27168
-    ConnectorLanguage.JAVA: anyio.Semaphore(1),
-}
-
-
-async def context_to_step_result(context: PipelineContext) -> StepResult:
-    if context.state == ContextState.SUCCESSFUL:
-        return await NoOpStep(context, StepStatus.SUCCESS).run()
-
-    if context.state == ContextState.FAILURE:
-        return await NoOpStep(context, StepStatus.FAILURE).run()
-
-    if context.state == ContextState.ERROR:
-        return await NoOpStep(context, StepStatus.FAILURE).run()
-
-    raise ValueError(f"Could not convert context state: {context.state} to step status")
-
-
-# HACK: This is to avoid wrapping the whole pipeline in a dagger pipeline to avoid instability just prior to launch
-# TODO (ben): Refactor run_connectors_pipelines to wrap the whole pipeline in a dagger pipeline once Steps are refactored
-async def run_report_complete_pipeline(
-    dagger_client: dagger.Client,
-    contexts: List[ConnectorContext] | List[PublishConnectorContext] | List[PipelineContext] | List[ConnectorTestContext],
-) -> None:
-    """Create and Save a report representing the run of the encompassing pipeline.
-
-    This is to denote when the pipeline is complete, useful for long running pipelines like nightlies.
-    """
-
-    if not contexts:
-        return
-
-    # Repurpose the first context to be the pipeline upload context to preserve timestamps
-    first_connector_context = contexts[0]
-
-    pipeline_name = f"Report upload {first_connector_context.report_output_prefix}"
-    first_connector_context.pipeline_name = pipeline_name
-
-    # Transform contexts into a list of steps
-    steps_results = [await context_to_step_result(context) for context in contexts]
-
-    report = Report(
-        name=pipeline_name,
-        pipeline_context=first_connector_context,
-        steps_results=steps_results,
-        filename="complete",
-    )
-
-    await report.save()
-
-
-async def run_connectors_pipelines(
-    contexts: List[ConnectorContext] | List[PublishConnectorContext] | List[ConnectorTestContext],
-    connector_pipeline: Callable,
-    pipeline_name: str,
-    concurrency: int,
-    dagger_logs_path: Optional[Path],
-    execute_timeout: Optional[int],
-    *args: Any,
-) -> List[ConnectorContext] | List[PublishConnectorContext] | List[ConnectorTestContext]:
-    """Run a connector pipeline for all the connector contexts."""
-
-    default_connectors_semaphore = anyio.Semaphore(concurrency)
-    dagger_logs_output = sys.stderr if not dagger_logs_path else create_and_open_file(dagger_logs_path)
-    async with dagger.Connection(Config(log_output=dagger_logs_output, execute_timeout=execute_timeout)) as dagger_client:
-        docker_hub_username = contexts[0].docker_hub_username
-        docker_hub_password = contexts[0].docker_hub_password
-
-        if docker_hub_username and docker_hub_password:
-            dockerd_service = docker.with_global_dockerd_service(dagger_client, docker_hub_username, docker_hub_password)
-        else:
-            dockerd_service = docker.with_global_dockerd_service(dagger_client)
-
-        await dockerd_service.start()
-
-        async with anyio.create_task_group() as tg_connectors:
-            for context in contexts:
-                context.dagger_client = dagger_client
-                context.dockerd_service = dockerd_service
-                tg_connectors.start_soon(
-                    connector_pipeline,
-                    context,
-                    CONNECTOR_LANGUAGE_TO_FORCED_CONCURRENCY_MAPPING.get(context.connector.language, default_connectors_semaphore),
-                    *args,
-                )
-
-        # When the connectors pipelines are done, we can stop the dockerd service
-        await dockerd_service.stop()
-        await run_report_complete_pipeline(dagger_client, contexts)
-
-    return contexts
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/commands.py
deleted file mode 100644
index 67df171d49b3..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/commands.py
+++ /dev/null
@@ -1,212 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from typing import Callable, Dict, Iterable, List
-
-import asyncclick as click
-
-from pipelines import main_logger
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.airbyte_ci.connectors.publish.context import PublishConnectorContext, RolloutMode
-from pipelines.airbyte_ci.connectors.publish.pipeline import (
-    reorder_contexts,
-    run_connector_promote_pipeline,
-    run_connector_publish_pipeline,
-    run_connector_rollback_pipeline,
-)
-from pipelines.cli.click_decorators import click_ci_requirements_option
-from pipelines.cli.confirm_prompt import confirm
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.cli.secrets import wrap_gcp_credentials_in_secret, wrap_in_secret
-from pipelines.consts import DEFAULT_PYTHON_PACKAGE_REGISTRY_CHECK_URL, DEFAULT_PYTHON_PACKAGE_REGISTRY_URL, ContextState
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles
-from pipelines.helpers.utils import fail_if_missing_docker_hub_creds
-from pipelines.models.secrets import Secret
-
-ROLLOUT_MODE_TO_PIPELINE_FUNCTION: Dict[RolloutMode, Callable] = {
-    RolloutMode.PUBLISH: run_connector_publish_pipeline,
-    RolloutMode.PROMOTE: run_connector_promote_pipeline,
-    RolloutMode.ROLLBACK: run_connector_rollback_pipeline,
-}
-
-
-# Third-party connectors can't be published with this pipeline, skip them.
-# This is not the same as partner connectors. Partner connectors use our tech stack and can
-# be published just fine. Third-party connectors are in their own subdirectory.
-def filter_out_third_party_connectors(
-    selected_connectors_with_modified_files: Iterable[ConnectorWithModifiedFiles],
-) -> List[ConnectorWithModifiedFiles]:
-    """
-    Return the list of connectors filtering out the connectors stored in connectors/third-party directory.
-    """
-    filtered_connectors = []
-    for connector in selected_connectors_with_modified_files:
-        if connector.is_third_party:
-            main_logger.info(f"Skipping third party connector {connector.technical_name} from the list of connectors")
-        else:
-            filtered_connectors.append(connector)
-    return filtered_connectors
-
-
-@click.command(cls=DaggerPipelineCommand, help="Publish all images for the selected connectors.")
-@click_ci_requirements_option()
-@click.option("--pre-release/--main-release", help="Use this flag if you want to publish pre-release images.", default=True, type=bool)
-@click.option(
-    "--spec-cache-gcs-credentials",
-    help="The service account key to upload files to the GCS bucket hosting spec cache.",
-    type=click.STRING,
-    required=True,
-    envvar="SPEC_CACHE_GCS_CREDENTIALS",
-    callback=wrap_gcp_credentials_in_secret,
-)
-@click.option(
-    "--spec-cache-bucket-name",
-    help="The name of the GCS bucket where specs will be cached.",
-    type=click.STRING,
-    required=True,
-    envvar="SPEC_CACHE_BUCKET_NAME",
-)
-@click.option(
-    "--metadata-service-gcs-credentials",
-    help="The service account key to upload files to the GCS bucket hosting the metadata files.",
-    type=click.STRING,
-    required=True,
-    envvar="METADATA_SERVICE_GCS_CREDENTIALS",
-    callback=wrap_gcp_credentials_in_secret,
-)
-@click.option(
-    "--metadata-service-bucket-name",
-    help="The name of the GCS bucket where metadata files will be uploaded.",
-    type=click.STRING,
-    required=True,
-    envvar="METADATA_SERVICE_BUCKET_NAME",
-)
-@click.option(
-    "--slack-webhook",
-    help="The Slack webhook URL to send notifications to.",
-    type=click.STRING,
-    envvar="SLACK_WEBHOOK",
-)
-@click.option(
-    "--python-registry-token",
-    help="Access token for python registry",
-    type=click.STRING,
-    envvar="PYTHON_REGISTRY_TOKEN",
-    callback=wrap_in_secret,
-)
-@click.option(
-    "--python-registry-url",
-    help="Which python registry url to publish to. If not set, the default pypi is used. For test pypi, use https://test.pypi.org/legacy/",
-    type=click.STRING,
-    default=DEFAULT_PYTHON_PACKAGE_REGISTRY_URL,
-    envvar="PYTHON_REGISTRY_URL",
-)
-@click.option(
-    "--python-registry-check-url",
-    help="Which url to check whether a certain version is published already. If not set, the default pypi is used. For test pypi, use https://test.pypi.org/pypi/",
-    type=click.STRING,
-    default=DEFAULT_PYTHON_PACKAGE_REGISTRY_CHECK_URL,
-    envvar="PYTHON_REGISTRY_CHECK_URL",
-)
-@click.option(
-    "--promote-release-candidate",
-    help="Promote a release candidate to a main release.",
-    type=click.BOOL,
-    default=False,
-    is_flag=True,
-)
-@click.option(
-    "--rollback-release-candidate",
-    help="Rollback a release candidate to a previous version.",
-    type=click.BOOL,
-    default=False,
-    is_flag=True,
-)
-@click.pass_context
-async def publish(
-    ctx: click.Context,
-    pre_release: bool,
-    spec_cache_gcs_credentials: Secret,
-    spec_cache_bucket_name: str,
-    metadata_service_bucket_name: str,
-    metadata_service_gcs_credentials: Secret,
-    slack_webhook: str,
-    python_registry_token: Secret,
-    python_registry_url: str,
-    python_registry_check_url: str,
-    promote_release_candidate: bool,
-    rollback_release_candidate: bool,
-) -> bool:
-    if promote_release_candidate and rollback_release_candidate:
-        raise click.UsageError("You can't promote and rollback a release candidate at the same time.")
-    elif promote_release_candidate:
-        rollout_mode = RolloutMode.PROMOTE
-    elif rollback_release_candidate:
-        rollout_mode = RolloutMode.ROLLBACK
-    else:
-        rollout_mode = RolloutMode.PUBLISH
-
-    ctx.obj["selected_connectors_with_modified_files"] = filter_out_third_party_connectors(
-        ctx.obj["selected_connectors_with_modified_files"]
-    )
-    if not ctx.obj["selected_connectors_with_modified_files"]:
-        return True
-
-    if ctx.obj["is_local"]:
-        confirm(
-            "Publishing from a local environment is not recommended and requires to be logged in Airbyte's DockerHub registry, do you want to continue?",
-            abort=True,
-        )
-
-    fail_if_missing_docker_hub_creds(ctx)
-
-    publish_connector_contexts = reorder_contexts(
-        [
-            PublishConnectorContext(
-                connector=connector,
-                pre_release=pre_release,
-                spec_cache_gcs_credentials=spec_cache_gcs_credentials,
-                spec_cache_bucket_name=spec_cache_bucket_name,
-                metadata_service_gcs_credentials=metadata_service_gcs_credentials,
-                metadata_bucket_name=metadata_service_bucket_name,
-                docker_hub_username=Secret("docker_hub_username", ctx.obj["secret_stores"]["in_memory"]),
-                docker_hub_password=Secret("docker_hub_password", ctx.obj["secret_stores"]["in_memory"]),
-                slack_webhook=slack_webhook,
-                ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-                report_output_prefix=ctx.obj["report_output_prefix"],
-                is_local=ctx.obj["is_local"],
-                git_branch=ctx.obj["git_branch"],
-                git_revision=ctx.obj["git_revision"],
-                diffed_branch=ctx.obj["diffed_branch"],
-                git_repo_url=ctx.obj["git_repo_url"],
-                gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-                dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-                pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-                ci_context=ctx.obj.get("ci_context"),
-                ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-                pull_request=ctx.obj.get("pull_request"),
-                s3_build_cache_access_key_id=ctx.obj.get("s3_build_cache_access_key_id"),
-                s3_build_cache_secret_key=ctx.obj.get("s3_build_cache_secret_key"),
-                use_local_cdk=ctx.obj.get("use_local_cdk"),
-                use_cdk_ref=ctx.obj.get("use_cdk_ref"),
-                python_registry_token=python_registry_token,
-                python_registry_url=python_registry_url,
-                python_registry_check_url=python_registry_check_url,
-                rollout_mode=rollout_mode,
-                ci_github_access_token=ctx.obj.get("ci_github_access_token"),
-            )
-            for connector in ctx.obj["selected_connectors_with_modified_files"]
-        ]
-    )
-    main_logger.warn("Concurrency is forced to 1. For stability reasons we disable parallel publish pipelines.")
-    ctx.obj["concurrency"] = 1
-
-    ran_publish_connector_contexts = await run_connectors_pipelines(
-        publish_connector_contexts,
-        ROLLOUT_MODE_TO_PIPELINE_FUNCTION[rollout_mode],
-        f"{rollout_mode.value} connectors",
-        ctx.obj["concurrency"],
-        ctx.obj["dagger_logs_path"],
-        ctx.obj["execute_timeout"],
-    )
-    return all(context.state is ContextState.SUCCESSFUL for context in ran_publish_connector_contexts)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/context.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/context.py
deleted file mode 100644
index 8eb1dc271897..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/context.py
+++ /dev/null
@@ -1,164 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""Module declaring context related classes."""
-
-from enum import Enum
-from typing import List, Optional
-
-import asyncclick as click
-from github import PullRequest
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.consts import PUBLISH_FAILURE_SLACK_CHANNEL, PUBLISH_UPDATES_SLACK_CHANNEL, ContextState
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL_PREFIX
-from pipelines.helpers.utils import format_duration
-from pipelines.models.secrets import Secret
-
-
-class RolloutMode(Enum):
-    ROLLBACK = "Rollback"
-    PUBLISH = "Publish"
-    PROMOTE = "Promote"
-
-
-class PublishConnectorContext(ConnectorContext):
-    def __init__(
-        self,
-        connector: ConnectorWithModifiedFiles,
-        pre_release: bool,
-        spec_cache_gcs_credentials: Secret,
-        spec_cache_bucket_name: str,
-        metadata_service_gcs_credentials: Secret,
-        metadata_bucket_name: str,
-        docker_hub_username: Secret,
-        docker_hub_password: Secret,
-        ci_gcp_credentials: Secret,
-        slack_webhook: str,
-        ci_report_bucket: str,
-        report_output_prefix: str,
-        is_local: bool,
-        git_branch: str,
-        git_revision: str,
-        diffed_branch: str,
-        git_repo_url: str,
-        python_registry_url: str,
-        python_registry_check_url: str,
-        rollout_mode: RolloutMode,
-        gha_workflow_run_url: Optional[str] = None,
-        dagger_logs_url: Optional[str] = None,
-        pipeline_start_timestamp: Optional[int] = None,
-        ci_context: Optional[str] = None,
-        pull_request: Optional[PullRequest.PullRequest] = None,
-        s3_build_cache_access_key_id: Optional[Secret] = None,
-        s3_build_cache_secret_key: Optional[Secret] = None,
-        use_local_cdk: bool = False,
-        use_cdk_ref: Optional[str] = None,
-        python_registry_token: Optional[Secret] = None,
-        ci_github_access_token: Optional[Secret] = None,
-    ) -> None:
-        self.pre_release = pre_release
-        self.spec_cache_bucket_name = spec_cache_bucket_name
-        self.metadata_bucket_name = metadata_bucket_name
-        self.spec_cache_gcs_credentials = spec_cache_gcs_credentials
-        self.metadata_service_gcs_credentials = metadata_service_gcs_credentials
-        self.python_registry_token = python_registry_token
-        self.python_registry_url = python_registry_url
-        self.python_registry_check_url = python_registry_check_url
-        self.rollout_mode = rollout_mode
-
-        pipeline_name = f"{rollout_mode.value} {connector.technical_name}"
-        pipeline_name = pipeline_name + " (pre-release)" if pre_release else pipeline_name
-
-        if (use_local_cdk or use_cdk_ref) and not self.pre_release:
-            raise click.UsageError("Publishing with CDK overrides is only supported for pre-release publishing.")
-
-        super().__init__(
-            pipeline_name=pipeline_name,
-            connector=connector,
-            report_output_prefix=report_output_prefix,
-            ci_report_bucket=ci_report_bucket,
-            is_local=is_local,
-            git_branch=git_branch,
-            git_revision=git_revision,
-            diffed_branch=diffed_branch,
-            git_repo_url=git_repo_url,
-            gha_workflow_run_url=gha_workflow_run_url,
-            dagger_logs_url=dagger_logs_url,
-            pipeline_start_timestamp=pipeline_start_timestamp,
-            ci_context=ci_context,
-            slack_webhook=slack_webhook,
-            ci_gcp_credentials=ci_gcp_credentials,
-            should_save_report=True,
-            use_local_cdk=use_local_cdk,
-            use_cdk_ref=use_cdk_ref,
-            docker_hub_username=docker_hub_username,
-            docker_hub_password=docker_hub_password,
-            s3_build_cache_access_key_id=s3_build_cache_access_key_id,
-            s3_build_cache_secret_key=s3_build_cache_secret_key,
-            ci_github_access_token=ci_github_access_token,
-        )
-
-        # Reassigning current class required instance attribute
-        # Which are optional in the super class
-        # for type checking
-        self.docker_hub_username: Secret = docker_hub_username
-        self.docker_hub_password: Secret = docker_hub_password
-        self.ci_gcp_credentials: Secret = ci_gcp_credentials
-
-    @property
-    def pre_release_suffix(self) -> str:
-        return self.git_revision[:7]
-
-    @property
-    def docker_image_tag(self) -> str:
-        # get the docker image tag from the parent class
-        metadata_tag = super().docker_image_tag
-        if self.pre_release:
-            return f"{metadata_tag}-preview.{self.pre_release_suffix}"
-        else:
-            return metadata_tag
-
-    @property
-    def should_send_slack_message(self) -> bool:
-        should_send = super().should_send_slack_message
-        if not should_send:
-            return False
-        if self.pre_release:
-            return False
-        return True
-
-    def get_slack_channels(self) -> List[str]:
-        if self.state in [ContextState.FAILURE, ContextState.ERROR]:
-            return [PUBLISH_UPDATES_SLACK_CHANNEL, PUBLISH_FAILURE_SLACK_CHANNEL]
-        else:
-            return [PUBLISH_UPDATES_SLACK_CHANNEL]
-
-    def create_slack_message(self) -> str:
-        docker_hub_url = f"https://hub.docker.com/r/{self.connector.metadata['dockerRepository']}/tags"
-        message = f"*{self.rollout_mode.value} <{docker_hub_url}|{self.docker_image}>*\n"
-        if self.is_ci:
-            message += f"🤖 <{self.gha_workflow_run_url}|GitHub Action workflow>\n"
-        else:
-            message += "🧑‍💻 Local run\n"
-        message += f"*Connector:* {self.connector.technical_name}\n"
-        message += f"*Version:* {self.connector.version}\n"
-        branch_url = f"{AIRBYTE_GITHUB_REPO_URL_PREFIX}/tree/{self.git_branch}"
-        message += f"*Branch:* <{branch_url}|{self.git_branch}>\n"
-        commit_url = f"{AIRBYTE_GITHUB_REPO_URL_PREFIX}/commit/{self.git_revision}"
-        message += f"*Commit:* <{commit_url}|{self.git_revision[:10]}>\n"
-        if self.state in [ContextState.INITIALIZED, ContextState.RUNNING]:
-            message += "🟠"
-        if self.state is ContextState.SUCCESSFUL:
-            message += "🟢"
-        if self.state in [ContextState.FAILURE, ContextState.ERROR]:
-            message += "🔴"
-        message += f" {self.state.value['description']}\n"
-        if self.state is ContextState.SUCCESSFUL:
-            assert self.report is not None, "Report should be set when state is successful"
-            message += f"⏲️ Run duration: {format_duration(self.report.run_duration)}\n"
-        if self.state is ContextState.FAILURE:
-            message += "\ncc. <!subteam^S08SQDL2RS9>"
-        return message
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/pipeline.py
deleted file mode 100644
index 85836d67441d..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/pipeline.py
+++ /dev/null
@@ -1,819 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import json
-import os
-import uuid
-from datetime import datetime
-from pathlib import Path
-from typing import Dict, Iterable, List, Tuple
-
-import anyio
-import semver
-import yaml
-from airbyte_protocol.models.airbyte_protocol import ConnectorSpecification  # type: ignore
-from auto_merge.consts import AUTO_MERGE_BYPASS_CI_CHECKS_LABEL  # type: ignore
-from connector_ops.utils import METADATA_FILE_NAME, ConnectorLanguage  # type: ignore
-from dagger import (
-    Container,
-    Directory,
-    ExecError,
-    File,
-    ImageLayerCompression,
-    Platform,
-    QueryError,
-)
-from pydantic import BaseModel, ValidationError
-
-from pipelines import consts
-from pipelines.airbyte_ci.connectors.build_image import steps
-from pipelines.airbyte_ci.connectors.publish.context import PublishConnectorContext, RolloutMode
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport
-from pipelines.airbyte_ci.metadata.pipeline import MetadataUpload, MetadataValidation
-from pipelines.airbyte_ci.steps.bump_version import SetConnectorVersion
-from pipelines.airbyte_ci.steps.changelog import AddChangelogEntry
-from pipelines.airbyte_ci.steps.pull_request import CreateOrUpdatePullRequest
-from pipelines.airbyte_ci.steps.python_registry import (
-    PublishToPythonRegistry,
-    PythonRegistryPublishContext,
-)
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.dagger.actions.remote_storage import upload_to_gcs
-from pipelines.dagger.actions.system import docker
-from pipelines.helpers.connectors.dagger_fs import dagger_read_file, dagger_write_file
-from pipelines.helpers.pip import is_package_published
-from pipelines.models.steps import Step, StepModifyingFiles, StepResult, StepStatus
-
-
-class InvalidSpecOutputError(Exception):
-    pass
-
-
-class CheckConnectorImageDoesNotExist(Step):
-    context: PublishConnectorContext
-    title = "Check if the connector docker image does not exist on the registry."
-
-    async def _run(self) -> StepResult:
-        docker_repository, docker_tag = self.context.docker_image.split(":")
-        crane_ls = (
-            docker.with_crane(
-                self.context,
-            )
-            .with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-            .with_exec(["ls", docker_repository], use_entrypoint=True)
-        )
-        try:
-            crane_ls_stdout = await crane_ls.stdout()
-        except ExecError as e:
-            if "NAME_UNKNOWN" in e.stderr:
-                return StepResult(step=self, status=StepStatus.SUCCESS, stdout=f"The docker repository {docker_repository} does not exist.")
-            else:
-                return StepResult(step=self, status=StepStatus.FAILURE, stderr=e.stderr, stdout=e.stdout)
-        else:  # The docker repo exists and ls was successful
-            existing_tags = crane_ls_stdout.split("\n")
-            docker_tag_already_exists = docker_tag in existing_tags
-            if docker_tag_already_exists:
-                return StepResult(step=self, status=StepStatus.SKIPPED, stderr=f"{self.context.docker_image} already exists.")
-            return StepResult(step=self, status=StepStatus.SUCCESS, stdout=f"No manifest found for {self.context.docker_image}.")
-
-
-class CheckPythonRegistryPackageDoesNotExist(Step):
-    context: PythonRegistryPublishContext
-    title = "Check if the connector is published on python registry"
-
-    async def _run(self) -> StepResult:
-        is_published = is_package_published(
-            self.context.package_metadata.name, self.context.package_metadata.version, self.context.registry_check_url
-        )
-        if is_published:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr=f"{self.context.package_metadata.name} already exists in version {self.context.package_metadata.version}.",
-            )
-        else:
-            return StepResult(
-                step=self,
-                status=StepStatus.SUCCESS,
-                stdout=f"{self.context.package_metadata.name} does not exist in version {self.context.package_metadata.version}.",
-            )
-
-
-class ConnectorDependenciesMetadata(BaseModel):
-    connector_technical_name: str
-    connector_repository: str
-    connector_version: str
-    connector_definition_id: str
-    dependencies: List[Dict[str, str]]
-    generation_time: datetime = datetime.utcnow()
-
-
-class UploadDependenciesToMetadataService(Step):
-    context: PublishConnectorContext
-    title = "Upload connector dependencies list to GCS."
-    key_prefix = "connector_dependencies"
-
-    async def _run(self, built_containers_per_platform: Dict[Platform, Container]) -> StepResult:
-        assert self.context.connector.language in [
-            ConnectorLanguage.PYTHON,
-            ConnectorLanguage.LOW_CODE,
-        ], "This step can only run for Python connectors."
-        built_container = built_containers_per_platform[LOCAL_BUILD_PLATFORM]
-        pip_freeze_output = await built_container.with_exec(["pip", "freeze"]).stdout()
-        dependencies = [
-            {"package_name": line.split("==")[0], "version": line.split("==")[1]} for line in pip_freeze_output.splitlines() if "==" in line
-        ]
-        connector_technical_name = self.context.connector.technical_name
-        connector_version = self.context.metadata["dockerImageTag"]
-        dependencies_metadata = ConnectorDependenciesMetadata(
-            connector_technical_name=connector_technical_name,
-            connector_repository=self.context.metadata["dockerRepository"],
-            connector_version=connector_version,
-            connector_definition_id=self.context.metadata["definitionId"],
-            dependencies=dependencies,
-        ).json()
-        file = (
-            (await self.context.get_connector_dir())
-            .with_new_file("dependencies.json", contents=dependencies_metadata)
-            .file("dependencies.json")
-        )
-        key = f"{self.key_prefix}/{connector_technical_name}/{connector_version}/dependencies.json"
-        exit_code, stdout, stderr = await upload_to_gcs(
-            self.context.dagger_client,
-            file,
-            key,
-            self.context.metadata_bucket_name,
-            self.context.metadata_service_gcs_credentials,
-            flags=['--cache-control="no-cache"'],
-        )
-        if exit_code != 0:
-            return StepResult(step=self, status=StepStatus.FAILURE, stdout=stdout, stderr=stderr)
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout="Uploaded connector dependencies to metadata service bucket.")
-
-
-class PushConnectorImageToRegistry(Step):
-    context: PublishConnectorContext
-    title = "Push connector image to registry"
-
-    @property
-    def latest_docker_image_name(self) -> str:
-        return f"{self.context.docker_repository}:latest"
-
-    @property
-    def should_push_latest_tag(self) -> bool:
-        """
-        We don't want to push the latest tag for release candidates or pre-releases.
-
-        Returns:
-            bool: True if the latest tag should be pushed, False otherwise.
-        """
-        is_release_candidate = "-rc" in self.context.connector.version
-        is_pre_release = self.context.pre_release
-        return not (is_release_candidate or is_pre_release)
-
-    async def _run(self, built_containers_per_platform: List[Container], attempts: int = 3) -> StepResult:
-        try:
-            image_ref = await built_containers_per_platform[0].publish(
-                f"docker.io/{self.context.docker_image}",
-                platform_variants=built_containers_per_platform[1:],
-                forced_compression=ImageLayerCompression.Gzip,
-            )
-            if self.should_push_latest_tag:
-                image_ref = await built_containers_per_platform[0].publish(
-                    f"docker.io/{self.latest_docker_image_name}",
-                    platform_variants=built_containers_per_platform[1:],
-                    forced_compression=ImageLayerCompression.Gzip,
-                )
-            return StepResult(step=self, status=StepStatus.SUCCESS, stdout=f"Published {image_ref}")
-        except QueryError as e:
-            if attempts > 0:
-                self.context.logger.error(str(e))
-                self.context.logger.warn(f"Failed to publish {self.context.docker_image}. Retrying. {attempts} attempts left.")
-                await anyio.sleep(5)
-                return await self._run(built_containers_per_platform, attempts - 1)
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-
-
-class PushVersionImageAsLatest(Step):
-    context: PublishConnectorContext
-    title = "Push existing version image as latest"
-
-    @property
-    def latest_docker_image_name(self) -> str:
-        return f"{self.context.docker_repository}:latest"
-
-    async def _run(self, attempts: int = 3) -> StepResult:
-        per_platform_containers = [
-            self.context.dagger_client.container(platform=platform).from_(f"docker.io/{self.context.docker_image}")
-            for platform in consts.BUILD_PLATFORMS
-        ]
-
-        try:
-            image_ref = await per_platform_containers[0].publish(
-                f"docker.io/{self.latest_docker_image_name}",
-                platform_variants=per_platform_containers[1:],
-                forced_compression=ImageLayerCompression.Gzip,
-            )
-            return StepResult(step=self, status=StepStatus.SUCCESS, stdout=f"Published {image_ref}")
-        except QueryError as e:
-            if attempts > 0:
-                self.context.logger.error(str(e))
-                self.context.logger.warn(f"Failed to publish {self.context.docker_image}. Retrying. {attempts} attempts left.")
-                await anyio.sleep(5)
-                return await self._run(attempts - 1)
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-
-
-class PullConnectorImageFromRegistry(Step):
-    context: PublishConnectorContext
-    title = "Pull connector image from registry"
-
-    async def check_if_image_only_has_gzip_layers(self) -> bool:
-        """Check if the image only has gzip layers.
-        Docker version > 21 can create images that has some layers compressed with zstd.
-        These layers are not supported by previous docker versions.
-        We want to make sure that the image we are about to release is compatible with all docker versions.
-        We use crane to inspect the manifest of the image and check if it only has gzip layers.
-        """
-        has_only_gzip_layers = True
-        for platform in consts.BUILD_PLATFORMS:
-            inspect = docker.with_crane(self.context).with_exec(
-                ["manifest", "--platform", f"{str(platform)}", f"docker.io/{self.context.docker_image}"], use_entrypoint=True
-            )
-            try:
-                inspect_stdout = await inspect.stdout()
-            except ExecError as e:
-                raise Exception(f"Failed to inspect {self.context.docker_image}: {e.stderr}") from e
-            try:
-                for layer in json.loads(inspect_stdout)["layers"]:
-                    if not layer["mediaType"].endswith("gzip"):
-                        has_only_gzip_layers = False
-                        break
-            except (KeyError, json.JSONDecodeError) as e:
-                raise Exception(f"Failed to parse manifest for {self.context.docker_image}: {inspect_stdout}") from e
-        return has_only_gzip_layers
-
-    async def _run(self, attempt: int = 3) -> StepResult:
-        try:
-            try:
-                await (
-                    self.context.dagger_client.container()
-                    .from_(f"docker.io/{self.context.docker_image}")
-                    .with_exec(["spec"], use_entrypoint=True)
-                )
-            except ExecError:
-                if attempt > 0:
-                    await anyio.sleep(10)
-                    return await self._run(attempt - 1)
-                else:
-                    return StepResult(step=self, status=StepStatus.FAILURE, stderr=f"Failed to pull {self.context.docker_image}")
-            if not await self.check_if_image_only_has_gzip_layers():
-                return StepResult(
-                    step=self,
-                    status=StepStatus.FAILURE,
-                    stderr=f"Image {self.context.docker_image} does not only have gzip compressed layers. Please rebuild the connector with Docker < 21.",
-                )
-            else:
-                return StepResult(
-                    step=self,
-                    status=StepStatus.SUCCESS,
-                    stdout=f"Pulled {self.context.docker_image} and validated it has gzip only compressed layers and we can run spec on it.",
-                )
-        except QueryError as e:
-            if attempt > 0:
-                await anyio.sleep(10)
-                return await self._run(attempt - 1)
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-
-
-class UploadSpecToCache(Step):
-    context: PublishConnectorContext
-    title = "Upload connector spec to spec cache bucket"
-    default_spec_file_name = "spec.json"
-    cloud_spec_file_name = "spec.cloud.json"
-
-    @property
-    def spec_key_prefix(self) -> str:
-        return "specs/" + self.context.docker_image.replace(":", "/")
-
-    @property
-    def cloud_spec_key(self) -> str:
-        return f"{self.spec_key_prefix}/{self.cloud_spec_file_name}"
-
-    @property
-    def oss_spec_key(self) -> str:
-        return f"{self.spec_key_prefix}/{self.default_spec_file_name}"
-
-    def _parse_spec_output(self, spec_output: str) -> str:
-        parsed_spec_message = None
-        for line in spec_output.split("\n"):
-            try:
-                parsed_json = json.loads(line)
-                if parsed_json["type"] == "SPEC":
-                    parsed_spec_message = parsed_json
-                    break
-            except (json.JSONDecodeError, KeyError):
-                continue
-        if parsed_spec_message:
-            parsed_spec = parsed_spec_message["spec"]
-            try:
-                ConnectorSpecification.parse_obj(parsed_spec)
-                return json.dumps(parsed_spec)
-            except (ValidationError, ValueError) as e:
-                raise InvalidSpecOutputError(f"The SPEC message did not pass schema validation: {str(e)}.")
-        raise InvalidSpecOutputError("No spec found in the output of the SPEC command.")
-
-    async def _get_connector_spec(self, connector: Container, deployment_mode: str) -> str:
-        """
-        Get the connector spec by running the `spec` command in the connector container.
-
-        Args:
-            connector (Container): The connector container.
-            deployment_mode (str): The deployment mode to run the spec command in. Valid values are "OSS" and "CLOUD".
-        """
-        spec_output = (
-            await connector.with_env_variable("DEPLOYMENT_MODE", deployment_mode).with_exec(["spec"], use_entrypoint=True).stdout()
-        )
-        return self._parse_spec_output(spec_output)
-
-    async def _get_spec_as_file(self, spec: str, name: str = "spec_to_cache.json") -> File:
-        return (await self.context.get_connector_dir()).with_new_file(name, contents=spec).file(name)
-
-    async def _run(self, built_connector: Container) -> StepResult:
-        try:
-            oss_spec: str = await self._get_connector_spec(built_connector, "OSS")
-            cloud_spec: str = await self._get_connector_spec(built_connector, "CLOUD")
-        except InvalidSpecOutputError as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-
-        specs_to_uploads: List[Tuple[str, File]] = [(self.oss_spec_key, await self._get_spec_as_file(oss_spec))]
-
-        if oss_spec != cloud_spec:
-            specs_to_uploads.append((self.cloud_spec_key, await self._get_spec_as_file(cloud_spec, "cloud_spec_to_cache.json")))
-
-        for key, file in specs_to_uploads:
-            exit_code, stdout, stderr = await upload_to_gcs(
-                self.context.dagger_client,
-                file,
-                key,
-                self.context.spec_cache_bucket_name,
-                self.context.spec_cache_gcs_credentials,
-                flags=['--cache-control="no-cache"'],
-            )
-            if exit_code != 0:
-                return StepResult(step=self, status=StepStatus.FAILURE, stdout=stdout, stderr=stderr)
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout="Uploaded connector spec to spec cache bucket.")
-
-
-class UploadSbom(Step):
-    context: PublishConnectorContext
-    title = "Upload SBOM to metadata service bucket"
-    SBOM_KEY_PREFIX = "sbom"
-    SYFT_DOCKER_IMAGE = "anchore/syft:v1.6.0"
-    SBOM_FORMAT = "spdx-json"
-    IN_CONTAINER_SBOM_PATH = "sbom.json"
-    SBOM_EXTENSION = "spdx.json"
-
-    def get_syft_container(self) -> Container:
-        home_dir = os.path.expanduser("~")
-        config_path = os.path.join(home_dir, ".docker", "config.json")
-        config_file = self.dagger_client.host().file(config_path)
-        return (
-            self.dagger_client.container()
-            .from_(self.SYFT_DOCKER_IMAGE)
-            .with_mounted_file("/config/config.json", config_file)
-            .with_env_variable("DOCKER_CONFIG", "/config")
-            # Syft requires access to the docker daemon. We share the host's docker socket with the Syft container.
-            .with_unix_socket("/var/run/docker.sock", self.dagger_client.host().unix_socket("/var/run/docker.sock"))
-        )
-
-    async def _run(self) -> StepResult:
-        try:
-            syft_container = self.get_syft_container()
-            sbom_file = await syft_container.with_exec(
-                [self.context.docker_image, "-o", f"{self.SBOM_FORMAT}={self.IN_CONTAINER_SBOM_PATH}"], use_entrypoint=True
-            ).file(self.IN_CONTAINER_SBOM_PATH)
-        except ExecError as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e), exc_info=e)
-
-        # This will lead to a key like: sbom/airbyte/source-faker/0.1.0.json
-        key = f"{self.SBOM_KEY_PREFIX}/{self.context.docker_image.replace(':', '/')}.{self.SBOM_EXTENSION}"
-        exit_code, stdout, stderr = await upload_to_gcs(
-            self.context.dagger_client,
-            sbom_file,
-            key,
-            self.context.metadata_bucket_name,
-            self.context.metadata_service_gcs_credentials,
-            flags=['--cache-control="no-cache"', "--content-type=application/json"],
-        )
-        if exit_code != 0:
-            return StepResult(step=self, status=StepStatus.FAILURE, stdout=stdout, stderr=stderr)
-        return StepResult(step=self, status=StepStatus.SUCCESS, stdout="Uploaded SBOM to metadata service bucket.")
-
-
-class SetPromotedVersion(SetConnectorVersion):
-    context: PublishConnectorContext
-    title = "Promote release candidate"
-
-    @property
-    def current_semver_version(self) -> semver.Version:
-        return semver.Version.parse(self.context.connector.version)
-
-    @property
-    def promoted_semver_version(self) -> semver.Version:
-        return self.current_semver_version.replace(prerelease=None)
-
-    @property
-    def promoted_version(self) -> str:
-        return str(self.promoted_semver_version)
-
-    @property
-    def current_version_is_rc(self) -> bool:
-        return bool(self.current_semver_version.prerelease and "rc" in self.current_semver_version.prerelease)
-
-    def __init__(self, context: PublishConnectorContext, connector_directory: Directory) -> None:
-        self.context = context
-        super().__init__(context, connector_directory, self.promoted_version)
-
-    async def _run(self) -> StepResult:
-        if not self.current_version_is_rc:
-            return StepResult(step=self, status=StepStatus.SKIPPED, stdout="The connector version has no rc suffix.")
-        return await super()._run()
-
-
-class DisableProgressiveRollout(StepModifyingFiles):
-    context: PublishConnectorContext
-    title = "Disable progressive rollout in metadata file"
-
-    async def _run(self) -> StepResult:
-        raw_metadata = await dagger_read_file(await self.context.get_connector_dir(include=[METADATA_FILE_NAME]), METADATA_FILE_NAME)
-        current_metadata = yaml.safe_load(raw_metadata)
-        enable_progressive_rollout = (
-            current_metadata.get("data", {}).get("releases", {}).get("rolloutConfiguration", {}).get("enableProgressiveRollout", False)
-        )
-        if not enable_progressive_rollout:
-            return StepResult(step=self, status=StepStatus.SKIPPED, stdout="Progressive rollout is already disabled.")
-        # We do an in-place replacement instead of serializing back to yaml to preserve comments and formatting.
-        new_raw_metadata = raw_metadata.replace("enableProgressiveRollout: true", "enableProgressiveRollout: false")
-        self.modified_directory = dagger_write_file(self.modified_directory, METADATA_FILE_NAME, new_raw_metadata)
-        self.modified_files.append(METADATA_FILE_NAME)
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-            stdout="Set enableProgressiveRollout to false in connector metadata.",
-            output=self.modified_directory,
-        )
-
-
-# Helpers
-def create_connector_report(results: List[StepResult], context: PublishConnectorContext) -> ConnectorReport:
-    """Generate a connector report from results and assign it to the context.
-
-    Args:
-        results (List[StepResult]): List of step results.
-        context (PublishConnectorContext): The connector context to assign the report to.
-
-    Returns:
-        ConnectorReport: The connector report.
-    """
-    report = ConnectorReport(context, results, name="PUBLISH RESULTS")
-    context.report = report
-    return report
-
-
-# Pipeline
-async def run_connector_publish_pipeline(context: PublishConnectorContext, semaphore: anyio.Semaphore) -> ConnectorReport:
-    """Run a publish pipeline for a single connector.
-
-    1. Validate the metadata file.
-    2. Check if the connector image already exists.
-    3. Build the connector, with platform variants.
-    4. Push the connector to DockerHub, with platform variants.
-    5. Upload its spec to the spec cache bucket.
-    6. Upload its metadata file to the metadata service bucket.
-
-    Returns:
-        ConnectorReport: The reports holding publish results.
-    """
-
-    assert context.rollout_mode == RolloutMode.PUBLISH, "This pipeline can only run in publish mode."
-
-    metadata_upload_step = MetadataUpload(
-        context=context,
-        metadata_service_gcs_credentials=context.metadata_service_gcs_credentials,
-        docker_hub_username=context.docker_hub_username,
-        docker_hub_password=context.docker_hub_password,
-        metadata_bucket_name=context.metadata_bucket_name,
-        pre_release=context.pre_release,
-        pre_release_tag=context.docker_image_tag,
-    )
-
-    upload_spec_to_cache_step = UploadSpecToCache(context)
-
-    upload_sbom_step = UploadSbom(context)
-
-    async with semaphore:
-        async with context:
-            results = []
-
-            # Check if the connector image is already published to the registry.
-            check_connector_image_results = await CheckConnectorImageDoesNotExist(context).run()
-            results.append(check_connector_image_results)
-
-            python_registry_steps, terminate_early = await _run_python_registry_publish_pipeline(context)
-            results.extend(python_registry_steps)
-
-            if terminate_early:
-                return create_connector_report(results, context)
-
-            # If the connector image already exists, we don't need to build it, but we still need to upload the metadata file.
-            # We also need to upload the spec to the spec cache bucket.
-            # For pre-releases, rebuild all the time.
-            if check_connector_image_results.status is StepStatus.SKIPPED and not context.pre_release:
-                context.logger.info(
-                    "The connector version is already published. Let's upload metadata.yaml and spec to GCS even if no version bump happened."
-                )
-                already_published_connector = context.dagger_client.container().from_(context.docker_image)
-                upload_to_spec_cache_results = await upload_spec_to_cache_step.run(already_published_connector)
-                results.append(upload_to_spec_cache_results)
-                if upload_to_spec_cache_results.status is not StepStatus.SUCCESS:
-                    return create_connector_report(results, context)
-
-                upload_sbom_results = await upload_sbom_step.run()
-                results.append(upload_sbom_results)
-                if upload_sbom_results.status is not StepStatus.SUCCESS:
-                    return create_connector_report(results, context)
-
-                metadata_upload_results = await metadata_upload_step.run()
-                results.append(metadata_upload_results)
-
-            # Exit early if the connector image already exists
-            if check_connector_image_results.status is not StepStatus.SUCCESS and not context.pre_release:
-                return create_connector_report(results, context)
-
-            build_connector_results = await steps.run_connector_build(context)
-            results.append(build_connector_results)
-
-            # Exit early if the connector image failed to build
-            if build_connector_results.status is not StepStatus.SUCCESS:
-                return create_connector_report(results, context)
-
-            if context.connector.language in [ConnectorLanguage.PYTHON, ConnectorLanguage.LOW_CODE]:
-                upload_dependencies_step = await UploadDependenciesToMetadataService(context).run(build_connector_results.output)
-                results.append(upload_dependencies_step)
-
-            built_connector_platform_variants = list(build_connector_results.output.values())
-            push_connector_image_results = await PushConnectorImageToRegistry(context).run(built_connector_platform_variants)
-            results.append(push_connector_image_results)
-
-            # Exit early if the connector image failed to push
-            if push_connector_image_results.status is not StepStatus.SUCCESS:
-                return create_connector_report(results, context)
-
-            # Make sure the image published is healthy by pulling it and running SPEC on it.
-            # See https://github.com/airbytehq/airbyte/issues/26085
-            pull_connector_image_results = await PullConnectorImageFromRegistry(context).run()
-            results.append(pull_connector_image_results)
-
-            # Exit early if the connector image failed to pull
-            if pull_connector_image_results.status is not StepStatus.SUCCESS:
-                return create_connector_report(results, context)
-
-            upload_to_spec_cache_results = await upload_spec_to_cache_step.run(built_connector_platform_variants[0])
-            results.append(upload_to_spec_cache_results)
-            if upload_to_spec_cache_results.status is not StepStatus.SUCCESS:
-                return create_connector_report(results, context)
-
-            upload_sbom_results = await upload_sbom_step.run()
-            results.append(upload_sbom_results)
-            if upload_sbom_results.status is not StepStatus.SUCCESS:
-                return create_connector_report(results, context)
-
-            metadata_upload_results = await metadata_upload_step.run()
-            results.append(metadata_upload_results)
-            connector_report = create_connector_report(results, context)
-    return connector_report
-
-
-async def _run_python_registry_publish_pipeline(context: PublishConnectorContext) -> Tuple[List[StepResult], bool]:
-    """
-    Run the python registry publish pipeline for a single connector.
-    Return the results of the steps and a boolean indicating whether there was an error and the pipeline should be stopped.
-    """
-    results: List[StepResult] = []
-    # Try to convert the context to a PythonRegistryPublishContext. If it returns None, it means we don't need to publish to a python registry.
-    python_registry_context = await PythonRegistryPublishContext.from_publish_connector_context(context)
-    if not python_registry_context:
-        return results, False
-
-    if not context.python_registry_token or not context.python_registry_url:
-        # If the python registry token or url are not set, we can't publish to the python registry - stop the pipeline.
-        return [
-            StepResult(
-                step=PublishToPythonRegistry(python_registry_context),
-                status=StepStatus.FAILURE,
-                stderr="Pypi publishing is enabled, but python registry token or url are not set.",
-            )
-        ], True
-
-    check_python_registry_package_exists_results = await CheckPythonRegistryPackageDoesNotExist(python_registry_context).run()
-    results.append(check_python_registry_package_exists_results)
-    if check_python_registry_package_exists_results.status is StepStatus.SKIPPED:
-        context.logger.info("The connector version is already published on python registry.")
-    elif check_python_registry_package_exists_results.status is StepStatus.SUCCESS:
-        context.logger.info("The connector version is not published on python registry. Let's build and publish it.")
-        publish_to_python_registry_results = await PublishToPythonRegistry(python_registry_context).run()
-        results.append(publish_to_python_registry_results)
-        if publish_to_python_registry_results.status is StepStatus.FAILURE:
-            return results, True
-    elif check_python_registry_package_exists_results.status is StepStatus.FAILURE:
-        return results, True
-
-    return results, False
-
-
-def get_rollback_pr_creation_arguments(
-    modified_files: Iterable[Path],
-    context: PublishConnectorContext,
-    step_results: Iterable[StepResult],
-    release_candidate_version: str,
-) -> Tuple[Tuple, Dict]:
-    return (
-        (modified_files,),
-        {
-            "branch_id": f"{context.connector.technical_name}/rollback-{release_candidate_version}",
-            "commit_message": "[auto-publish] "  # << We can skip Vercel builds if this is in the commit message
-            + "; ".join(step_result.step.title for step_result in step_results if step_result.success),
-            "pr_title": f"revert({context.connector.technical_name}): 🐙 stop progressive rollout for {release_candidate_version}",
-            "pr_body": f"The release candidate version {release_candidate_version} has been deemed unstable. This PR stops its progressive rollout. This PR will be automatically merged as part of the `auto-merge` workflow. This workflow runs every 2 hours.",
-        },
-    )
-
-
-async def run_connector_rollback_pipeline(context: PublishConnectorContext, semaphore: anyio.Semaphore) -> ConnectorReport:
-    """Run a rollback pipeline for a single connector.
-
-    1. Disable progressive rollout in metadata file.
-    2. Open a PR with the updated metadata, set the auto-merge label.
-
-    Returns:
-        ConnectorReport: The reports holding promote results.
-    """
-
-    results = []
-    current_version = context.connector.version
-    all_modified_files = set()
-    async with semaphore:
-        async with context:
-            assert context.rollout_mode == RolloutMode.ROLLBACK, "This pipeline can only run in rollback mode."
-            original_connector_directory = await context.get_connector_dir()
-
-            # Disable progressive rollout in metadata file
-            reset_release_candidate = DisableProgressiveRollout(context, original_connector_directory)
-            reset_release_candidate_results = await reset_release_candidate.run()
-            results.append(reset_release_candidate_results)
-            if reset_release_candidate_results.success:
-                all_modified_files.update(await reset_release_candidate.export_modified_files(context.connector.code_directory))
-
-            if not all([result.success for result in results]):
-                context.logger.error("The metadata update failed. Skipping PR creation.")
-                connector_report = create_connector_report(results, context)
-                return connector_report
-
-            # Open PR when all previous steps are successful
-            initial_pr_creation = CreateOrUpdatePullRequest(
-                context,
-                # We will merge even if the CI checks fail, due to this label:
-                labels=[AUTO_MERGE_BYPASS_CI_CHECKS_LABEL, "rollback-rc"],
-                # Let GitHub auto-merge this if all checks pass before the next run
-                # of our auto-merge workflow:
-                github_auto_merge=True,
-                # Don't skip CI, as it prevents the PR from auto-merging naturally:
-                skip_ci=False,
-            )
-            pr_creation_args, pr_creation_kwargs = get_rollback_pr_creation_arguments(all_modified_files, context, results, current_version)
-            initial_pr_creation_result = await initial_pr_creation.run(*pr_creation_args, **pr_creation_kwargs)
-            results.append(initial_pr_creation_result)
-
-            connector_report = create_connector_report(results, context)
-    return connector_report
-
-
-def get_promotion_pr_creation_arguments(
-    modified_files: Iterable[Path],
-    context: PublishConnectorContext,
-    step_results: Iterable[StepResult],
-    release_candidate_version: str,
-    promoted_version: str,
-) -> Tuple[Tuple, Dict]:
-    return (
-        (modified_files,),
-        {
-            "branch_id": f"{context.connector.technical_name}/{promoted_version}",
-            "commit_message": "[auto-publish] "  # << We can skip Vercel builds if this is in the commit message
-            + "; ".join(step_result.step.title for step_result in step_results if step_result.success),
-            "pr_title": f"release({context.connector.technical_name}): 🐙 promote {promoted_version}",
-            "pr_body": f"The release candidate version {release_candidate_version} has been deemed stable and is now ready to be promoted to an official release ({promoted_version}). This PR will be automatically merged as part of the `auto-merge` workflow. This workflow runs every 2 hours.",
-        },
-    )
-
-
-async def run_connector_promote_pipeline(context: PublishConnectorContext, semaphore: anyio.Semaphore) -> ConnectorReport:
-    """Run a promote pipeline for a single connector.
-
-    1. Update connector metadata to:
-        * Remove the RC suffix from the version.
-        * Disable progressive rollout.
-    2. Open a PR with the updated metadata.
-    3. Add a changelog entry to the documentation.
-    4. Update the PR with the updated changelog, set the auto-merge label.
-
-    Returns:
-        ConnectorReport: The reports holding promote results.
-    """
-
-    results = []
-    current_version = context.connector.version
-    all_modified_files = set()
-    async with semaphore:
-        async with context:
-            assert context.rollout_mode == RolloutMode.PROMOTE, "This pipeline can only run in promote mode."
-            original_connector_directory = await context.get_connector_dir()
-            # Remove RC suffix
-            set_promoted_version = SetPromotedVersion(context, original_connector_directory)
-            set_promoted_version_results = await set_promoted_version.run()
-            results.append(set_promoted_version_results)
-            if set_promoted_version_results.success:
-                all_modified_files.update(await set_promoted_version.export_modified_files(context.connector.code_directory))
-
-            # Disable progressive rollout in metadata file
-            reset_release_candidate = DisableProgressiveRollout(context, set_promoted_version_results.output)
-            reset_release_candidate_results = await reset_release_candidate.run()
-            results.append(reset_release_candidate_results)
-            if reset_release_candidate_results.success:
-                all_modified_files.update(await reset_release_candidate.export_modified_files(context.connector.code_directory))
-
-            if not all([result.success for result in results]):
-                context.logger.error("The metadata update failed. Skipping PR creation.")
-                connector_report = create_connector_report(results, context)
-                return connector_report
-
-            # Open PR when all previous steps are successful
-            promoted_version = set_promoted_version.promoted_version
-            initial_pr_creation = CreateOrUpdatePullRequest(context, skip_ci=False)
-            pr_creation_args, pr_creation_kwargs = get_promotion_pr_creation_arguments(
-                all_modified_files, context, results, current_version, promoted_version
-            )
-            initial_pr_creation_result = await initial_pr_creation.run(*pr_creation_args, **pr_creation_kwargs)
-            results.append(initial_pr_creation_result)
-            # Update changelog and update PR
-            if initial_pr_creation_result.success:
-                created_pr = initial_pr_creation_result.output
-                documentation_directory = await context.get_repo_dir(
-                    include=[str(context.connector.local_connector_documentation_directory)]
-                ).directory(str(context.connector.local_connector_documentation_directory))
-                add_changelog_entry = AddChangelogEntry(
-                    context,
-                    documentation_directory,
-                    promoted_version,
-                    f"Promoting release candidate {current_version} to a main version.",
-                    created_pr.number,
-                )
-                add_changelog_entry_result = await add_changelog_entry.run()
-                results.append(add_changelog_entry_result)
-                if add_changelog_entry_result.success:
-                    all_modified_files.update(
-                        await add_changelog_entry.export_modified_files(context.connector.local_connector_documentation_directory)
-                    )
-                post_changelog_pr_update = CreateOrUpdatePullRequest(
-                    context,
-                    skip_ci=False,  # Don't skip CI, as it prevents the PR from auto-merging naturally.
-                    # We will merge even if the CI checks fail, due to the "bypass-ci-checks" label:
-                    labels=[AUTO_MERGE_BYPASS_CI_CHECKS_LABEL, "promoted-rc"],
-                    github_auto_merge=True,  # Let GitHub auto-merge this if/when all required checks have passed.
-                )
-                pr_creation_args, pr_creation_kwargs = get_promotion_pr_creation_arguments(
-                    all_modified_files, context, results, current_version, promoted_version
-                )
-                post_changelog_pr_update_result = await post_changelog_pr_update.run(*pr_creation_args, **pr_creation_kwargs)
-                results.append(post_changelog_pr_update_result)
-
-            connector_report = create_connector_report(results, context)
-    return connector_report
-
-
-def reorder_contexts(contexts: List[PublishConnectorContext]) -> List[PublishConnectorContext]:
-    """Reorder contexts so that the ones that are for strict-encrypt/secure connectors come first.
-    The metadata upload on publish checks if the the connectors referenced in the metadata file are already published to DockerHub.
-    Non strict-encrypt variant reference the strict-encrypt variant in their metadata file for cloud.
-    So if we publish the non strict-encrypt variant first, the metadata upload will fail if the strict-encrypt variant is not published yet.
-    As strict-encrypt variant are often modified in the same PR as the non strict-encrypt variant, we want to publish them first.
-    """
-
-    def is_secure_variant(context: PublishConnectorContext) -> bool:
-        SECURE_VARIANT_KEYS = ["secure", "strict-encrypt"]
-        return any(key in context.connector.technical_name for key in SECURE_VARIANT_KEYS)
-
-    return sorted(contexts, key=lambda context: (is_secure_variant(context), context.connector.technical_name), reverse=True)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/commands.py
deleted file mode 100644
index 6237ffdc1786..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/commands.py
+++ /dev/null
@@ -1,82 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.pull_request.pipeline import run_connector_pull_request_pipeline
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.helpers.connectors.command import run_connector_pipeline
-
-
-@click.command(
-    cls=DaggerPipelineCommand,
-    short_help="Create a pull request for changed files in the connector repository.",
-)
-@click.option(
-    "-m",
-    "--message",
-    help="Commit message and pull request title and changelog (if enabled).",
-    type=str,
-    required=True,
-)
-@click.option(
-    "-b",
-    "--branch_id",
-    help="update a branch named <branch_id>/<connector-name> instead generating one from the message.",
-    type=str,
-    required=True,
-)
-@click.option(
-    "--report",
-    is_flag=True,
-    type=bool,
-    default=False,
-    help="Auto open report browser.",
-)
-@click.option(
-    "--title",
-    help="Title of the PR to be created or edited (optional - defaults to message or no change).",
-    type=str,
-    required=False,
-)
-@click.option(
-    "--body",
-    help="Body of the PR to be created or edited (optional - defaults to empty or not change).",
-    type=str,
-    required=False,
-)
-@click.option(
-    "--changelog",
-    help="Add message to the changelog for this version.",
-    type=bool,
-    is_flag=True,
-    required=False,
-    default=False,
-)
-@click.option(
-    "--bump",
-    help="Bump the metadata.yaml version. Can be `major`, `minor`, or `patch`.",
-    type=click.Choice(["patch", "minor", "major"]),
-    required=False,
-    default=None,
-)
-@click.pass_context
-async def pull_request(
-    ctx: click.Context, message: str, branch_id: str, report: bool, title: str, body: str, changelog: bool, bump: str | None
-) -> bool:
-    if not ctx.obj["ci_github_access_token"]:
-        raise click.ClickException(
-            "GitHub access token is required to create or simulate a pull request. Set the CI_GITHUB_ACCESS_TOKEN environment variable."
-        )
-    return await run_connector_pipeline(
-        ctx,
-        "Create pull request",
-        report,
-        run_connector_pull_request_pipeline,
-        message,
-        branch_id,
-        title,
-        body,
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/pipeline.py
deleted file mode 100644
index 7ff2a1eb0ec4..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/pull_request/pipeline.py
+++ /dev/null
@@ -1,108 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from pathlib import Path
-from typing import TYPE_CHECKING, Set
-
-from pipelines import main_logger
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport, Report
-from pipelines.airbyte_ci.steps.pull_request import CreateOrUpdatePullRequest
-from pipelines.consts import CIContext
-from pipelines.helpers.git import get_modified_files
-from pipelines.helpers.utils import transform_strs_to_paths
-
-if TYPE_CHECKING:
-    from anyio import Semaphore
-
-
-## HELPER FUNCTIONS
-async def get_connector_changes(context: ConnectorContext) -> Set[Path]:
-    logger = main_logger
-    all_modified_files = set(
-        transform_strs_to_paths(
-            await get_modified_files(
-                context.git_branch,
-                context.git_revision,
-                context.diffed_branch,
-                context.is_local,
-                CIContext(context.ci_context),
-                context.git_repo_url,
-            )
-        )
-    )
-
-    directory = context.connector.code_directory
-    logger.info(f"Filtering to changes in {directory}")
-    # get a list of files that are a child of this path
-    connector_files = set([file for file in all_modified_files if directory in file.parents])
-    # get doc too
-    doc_path = context.connector.documentation_file_path
-
-    if doc_path in all_modified_files:
-        connector_files.add(doc_path)
-
-    return connector_files
-
-
-def replace_placeholder_with_pr_number(context: ConnectorContext, pr_number: int) -> Set[Path]:
-    current_doc = context.connector.documentation_file_path.read_text()
-    updated_doc = current_doc.replace("*PR_NUMBER_PLACEHOLDER*", str(pr_number))
-    context.connector.documentation_file_path.write_text(updated_doc)
-    return {context.connector.documentation_file_path}
-
-
-async def run_connector_pull_request_pipeline(
-    context: ConnectorContext,
-    semaphore: "Semaphore",
-    message: str,
-    branch_id: str,
-    title: str | None = None,
-    body: str | None = None,
-) -> Report | ConnectorReport | None:
-    title = title or message
-    body = body or ""
-    async with semaphore:
-        async with context:
-            step_results = []
-            modified_files = await get_connector_changes(context)
-
-            create_or_update_pull_request = CreateOrUpdatePullRequest(context, skip_ci=True)
-
-            if not modified_files:
-                step_results.append(create_or_update_pull_request.skip("No changes detected in the connector directory."))
-                context.report = ConnectorReport(context, step_results, name="PULL REQUEST")
-                return context.report
-
-            create_or_update_pull_request_result = await create_or_update_pull_request.run(
-                modified_files,
-                branch_id,
-                message,
-                title,
-                body,
-            )
-            step_results.append(create_or_update_pull_request_result)
-
-            if not create_or_update_pull_request_result.success:
-                return ConnectorReport(
-                    context,
-                    step_results,
-                    name="PULL REQUEST",
-                )
-
-            created_pr = create_or_update_pull_request_result.output
-            modified_files.update(replace_placeholder_with_pr_number(context, created_pr.number))
-            update_pull_request = CreateOrUpdatePullRequest(context, skip_ci=False)
-            update_pull_request_result = await update_pull_request.run(
-                modified_files,
-                branch_id,
-                message,
-                title,
-                body,
-            )
-            step_results.append(update_pull_request_result)
-
-            context.report = ConnectorReport(context, step_results, name="PULL REQUEST")
-    return context.report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/reports.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/reports.py
deleted file mode 100644
index 1447a10fcee8..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/reports.py
+++ /dev/null
@@ -1,195 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import json
-import webbrowser
-from dataclasses import dataclass
-from pathlib import Path
-from types import MappingProxyType
-from typing import TYPE_CHECKING, Dict
-
-from connector_ops.utils import console  # type: ignore
-from jinja2 import Environment, PackageLoader, select_autoescape
-from rich.console import Group
-from rich.panel import Panel
-from rich.style import Style
-from rich.table import Table
-from rich.text import Text
-
-from pipelines.consts import GCS_PUBLIC_DOMAIN
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL_PREFIX, AIRBYTE_GITHUBUSERCONTENT_URL_PREFIX
-from pipelines.helpers.utils import format_duration
-from pipelines.models.artifacts import Artifact
-from pipelines.models.reports import Report
-from pipelines.models.steps import StepStatus
-
-if TYPE_CHECKING:
-    from typing import List
-
-    from rich.tree import RenderableType
-
-    from pipelines.airbyte_ci.connectors.context import ConnectorContext
-
-
-@dataclass(frozen=True)
-class ConnectorReport(Report):
-    """A dataclass to build connector test reports to share pipelines executions results with the user."""
-
-    pipeline_context: ConnectorContext
-
-    @property
-    def report_output_prefix(self) -> str:
-        return f"{self.pipeline_context.report_output_prefix}/{self.pipeline_context.connector.technical_name}/{self.pipeline_context.connector.version}"
-
-    @property
-    def html_report_file_name(self) -> str:
-        return self.filename + ".html"
-
-    def file_remote_storage_key(self, file_name: str) -> str:
-        return f"{self.report_output_prefix}/{file_name}"
-
-    @property
-    def html_report_remote_storage_key(self) -> str:
-        return self.file_remote_storage_key(self.html_report_file_name)
-
-    def file_url(self, file_name: str) -> str:
-        return f"{GCS_PUBLIC_DOMAIN}/{self.pipeline_context.ci_report_bucket}/{self.file_remote_storage_key(file_name)}"
-
-    @property
-    def html_report_url(self) -> str:
-        return self.file_url(self.html_report_file_name)
-
-    def to_json(self) -> str:
-        """Create a JSON representation of the connector test report.
-
-        Returns:
-            str: The JSON representation of the report.
-        """
-        assert self.pipeline_context.pipeline_start_timestamp is not None, "The pipeline start timestamp must be set to save reports."
-
-        return json.dumps(
-            {
-                "connector_technical_name": self.pipeline_context.connector.technical_name,
-                "connector_version": self.pipeline_context.connector.version,
-                "run_timestamp": self.created_at.isoformat(),
-                "run_duration": self.run_duration.total_seconds(),
-                "success": self.success,
-                "failed_steps": [s.step.__class__.__name__ for s in self.failed_steps],
-                "successful_steps": [s.step.__class__.__name__ for s in self.successful_steps],
-                "skipped_steps": [s.step.__class__.__name__ for s in self.skipped_steps],
-                "gha_workflow_run_url": self.pipeline_context.gha_workflow_run_url,
-                "pipeline_start_timestamp": self.pipeline_context.pipeline_start_timestamp,
-                "pipeline_end_timestamp": round(self.created_at.timestamp()),
-                "pipeline_duration": round(self.created_at.timestamp()) - self.pipeline_context.pipeline_start_timestamp,
-                "git_branch": self.pipeline_context.git_branch,
-                "git_revision": self.pipeline_context.git_revision,
-                "ci_context": self.pipeline_context.ci_context,
-                "cdk_version": self.pipeline_context.cdk_version,
-                "html_report_url": self.html_report_url,
-                "dagger_cloud_url": self.pipeline_context.dagger_cloud_url,
-            }
-        )
-
-    def to_html(self) -> str:
-        env = Environment(
-            loader=PackageLoader("pipelines.airbyte_ci.connectors.test.steps"),
-            autoescape=select_autoescape(),
-            trim_blocks=False,
-            lstrip_blocks=True,
-        )
-        template = env.get_template("test_report.html.j2")
-        template.globals["StepStatus"] = StepStatus
-        template.globals["format_duration"] = format_duration
-        local_icon_path = Path(f"{self.pipeline_context.connector.code_directory}/icon.svg").resolve()
-        step_result_to_artifact_links: Dict[str, List[Dict]] = {}
-        for step_result in self.steps_results:
-            for artifact in step_result.artifacts:
-                if artifact.gcs_url:
-                    url = artifact.gcs_url
-                elif artifact.local_path:
-                    url = artifact.local_path.resolve().as_uri()
-                else:
-                    continue
-                step_result_to_artifact_links.setdefault(step_result.step.title, []).append({"name": artifact.name, "url": url})
-
-        template_context = {
-            "connector_name": self.pipeline_context.connector.technical_name,
-            "step_results": self.steps_results,
-            "run_duration": self.run_duration,
-            "created_at": self.created_at.isoformat(),
-            "connector_version": self.pipeline_context.connector.version,
-            "gha_workflow_run_url": None,
-            "dagger_logs_url": None,
-            "git_branch": self.pipeline_context.git_branch,
-            "git_revision": self.pipeline_context.git_revision,
-            "commit_url": None,
-            "icon_url": local_icon_path.as_uri(),
-            "report": self,
-            "step_result_to_artifact_links": MappingProxyType(step_result_to_artifact_links),
-        }
-
-        if self.pipeline_context.is_ci:
-            template_context["commit_url"] = f"{AIRBYTE_GITHUB_REPO_URL_PREFIX}/commit/{self.pipeline_context.git_revision}"
-            template_context["gha_workflow_run_url"] = self.pipeline_context.gha_workflow_run_url
-            template_context["dagger_logs_url"] = self.pipeline_context.dagger_logs_url
-            template_context["dagger_cloud_url"] = self.pipeline_context.dagger_cloud_url
-            template_context["icon_url"] = (
-                f"{AIRBYTE_GITHUBUSERCONTENT_URL_PREFIX}/{self.pipeline_context.git_revision}/{self.pipeline_context.connector.code_directory}/icon.svg"
-            )
-        return template.render(template_context)
-
-    async def save_html_report(self) -> None:
-        """Save the report as HTML, upload it to GCS if the pipeline is running in CI"""
-
-        html_report_path = self.report_dir_path / self.html_report_file_name
-        report_dir = self.pipeline_context.dagger_client.host().directory(str(self.report_dir_path))
-        local_html_report_file = report_dir.with_new_file(self.html_report_file_name, self.to_html()).file(self.html_report_file_name)
-        html_report_artifact = Artifact(name="HTML Report", content_type="text/html", content=local_html_report_file)
-        await html_report_artifact.save_to_local_path(html_report_path)
-        absolute_path = html_report_path.absolute()
-        self.pipeline_context.logger.info(f"Report saved locally at {absolute_path}")
-        if self.pipeline_context.remote_storage_enabled:
-            gcs_url = await html_report_artifact.upload_to_gcs(
-                dagger_client=self.pipeline_context.dagger_client,
-                bucket=self.pipeline_context.ci_report_bucket,  # type: ignore
-                key=self.html_report_remote_storage_key,
-                gcs_credentials=self.pipeline_context.ci_gcp_credentials,  # type: ignore
-            )
-            self.pipeline_context.logger.info(f"HTML report uploaded to {gcs_url}")
-
-        elif self.pipeline_context.enable_report_auto_open:
-            self.pipeline_context.logger.info("Opening HTML report in browser.")
-            webbrowser.open(absolute_path.as_uri())
-
-    async def save(self) -> None:
-        await super().save()
-        await self.save_html_report()
-
-    def print(self) -> None:
-        """Print the test report to the console in a nice way."""
-        connector_name = self.pipeline_context.connector.technical_name
-        main_panel_title = Text(f"{connector_name.upper()} - {self.name}")
-        main_panel_title.stylize(Style(color="blue", bold=True))
-        duration_subtitle = Text(f"⏲️  Total pipeline duration for {connector_name}: {format_duration(self.run_duration)}")
-        step_results_table = Table(title="Steps results")
-        step_results_table.add_column("Step")
-        step_results_table.add_column("Result")
-        step_results_table.add_column("Duration")
-
-        for step_result in self.steps_results:
-            step = Text(step_result.step.title)
-            step.stylize(step_result.status.get_rich_style())
-            result = Text(step_result.status.value)
-            result.stylize(step_result.status.get_rich_style())
-            step_results_table.add_row(step, result, format_duration(step_result.step.run_duration))
-
-        details_instructions = Text("ℹ️  You can find more details with step executions logs in the saved HTML report.")
-        to_render: List[RenderableType] = [step_results_table, details_instructions]
-
-        if self.pipeline_context.dagger_cloud_url:
-            self.pipeline_context.logger.info(f"🔗 View runs for commit in Dagger Cloud: {self.pipeline_context.dagger_cloud_url}")
-
-        main_panel = Panel(Group(*to_render), title=main_panel_title, subtitle=duration_subtitle)
-        console.print(main_panel)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/commands.py
deleted file mode 100644
index 83e26f5888da..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/commands.py
+++ /dev/null
@@ -1,200 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import shutil
-from typing import Dict, List
-
-import asyncclick as click
-
-from pipelines import main_logger
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-from pipelines.airbyte_ci.connectors.test.pipeline import run_connector_test_pipeline
-from pipelines.airbyte_ci.connectors.test.steps.common import LiveTests
-from pipelines.cli.click_decorators import click_ci_requirements_option
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.consts import LOCAL_BUILD_PLATFORM, MAIN_CONNECTOR_TESTING_SECRET_STORE_ALIAS, ContextState
-from pipelines.hacks import do_regression_test_status_check
-from pipelines.helpers.execution import argument_parsing
-from pipelines.helpers.execution.run_steps import RunStepOptions
-from pipelines.helpers.github import update_global_commit_status_check_for_tests
-from pipelines.helpers.utils import fail_if_missing_docker_hub_creds
-from pipelines.models.secrets import GSMSecretStore
-from pipelines.models.steps import STEP_PARAMS
-
-GITHUB_GLOBAL_CONTEXT_FOR_TESTS = "Connectors CI tests"
-GITHUB_GLOBAL_DESCRIPTION_FOR_TESTS = "Running connectors tests"
-REGRESSION_TEST_MANUAL_APPROVAL_CONTEXT = "Regression Test Results Reviewed and Approved"
-
-
-@click.command(
-    cls=DaggerPipelineCommand,
-    help="Test all the selected connectors.",
-    context_settings=dict(
-        ignore_unknown_options=True,
-    ),
-)
-@click_ci_requirements_option()
-@click.option(
-    "--code-tests-only",
-    is_flag=True,
-    help=("Only execute code tests. " "Metadata checks, QA, and acceptance tests will be skipped."),
-    default=False,
-    type=bool,
-)
-@click.option(
-    "--fail-fast",
-    help="When enabled, tests will fail fast.",
-    default=False,
-    type=bool,
-    is_flag=True,
-)
-@click.option(
-    "--concurrent-cat",
-    help="When enabled, the CAT tests will run concurrently. Be careful about rate limits",
-    default=False,
-    type=bool,
-    is_flag=True,
-)
-@click.option(
-    "--skip-step",
-    "-x",
-    "skip_steps",
-    multiple=True,
-    type=click.Choice([step_id.value for step_id in CONNECTOR_TEST_STEP_ID]),
-    help="Skip a step by name. Can be used multiple times to skip multiple steps.",
-)
-@click.option(
-    "--only-step",
-    "-k",
-    "only_steps",
-    multiple=True,
-    type=click.Choice([step_id.value for step_id in CONNECTOR_TEST_STEP_ID]),
-    help="Only run specific step by name. Can be used multiple times to keep multiple steps.",
-)
-@click.option(
-    "--global-status-check-context",
-    "global_status_check_context",
-    help="The context of the global status check which will be sent to GitHub status API.",
-    default=GITHUB_GLOBAL_CONTEXT_FOR_TESTS,
-)
-@click.option(
-    "--global-status-check-description",
-    "global_status_check_description",
-    help="The description of the global status check which will be sent to GitHub status API.",
-    default=GITHUB_GLOBAL_DESCRIPTION_FOR_TESTS,
-)
-@click.argument(
-    "extra_params", nargs=-1, type=click.UNPROCESSED, callback=argument_parsing.build_extra_params_mapping(CONNECTOR_TEST_STEP_ID)
-)
-@click.pass_context
-async def test(
-    ctx: click.Context,
-    code_tests_only: bool,
-    fail_fast: bool,
-    concurrent_cat: bool,
-    skip_steps: List[str],
-    only_steps: List[str],
-    global_status_check_context: str,
-    global_status_check_description: str,
-    extra_params: Dict[CONNECTOR_TEST_STEP_ID, STEP_PARAMS],
-) -> bool:
-    """Runs a test pipeline for the selected connectors.
-
-    Args:
-        ctx (click.Context): The click context.
-    """
-    ctx.obj["global_status_check_context"] = global_status_check_context
-    ctx.obj["global_status_check_description"] = global_status_check_description
-
-    if ctx.obj["ci_gcp_credentials"]:
-        ctx.obj["secret_stores"][MAIN_CONNECTOR_TESTING_SECRET_STORE_ALIAS] = GSMSecretStore(ctx.obj["ci_gcp_credentials"])
-    else:
-        main_logger.warn(f"The credentials to connect to {MAIN_CONNECTOR_TESTING_SECRET_STORE_ALIAS} were are not defined.")
-
-    if only_steps and skip_steps:
-        raise click.UsageError("Cannot use both --only-step and --skip-step at the same time.")
-    if not only_steps:
-        skip_steps = list(skip_steps)
-    if ctx.obj["is_ci"]:
-        fail_if_missing_docker_hub_creds(ctx)
-
-    do_regression_test_status_check(ctx, REGRESSION_TEST_MANUAL_APPROVAL_CONTEXT, main_logger)
-    if ctx.obj["selected_connectors_with_modified_files"]:
-        update_global_commit_status_check_for_tests(ctx.obj, "pending")
-    else:
-        main_logger.warn("No connector were selected for testing.")
-        update_global_commit_status_check_for_tests(ctx.obj, "success")
-        return True
-
-    run_step_options = RunStepOptions(
-        fail_fast=fail_fast,
-        skip_steps=[CONNECTOR_TEST_STEP_ID(step_id) for step_id in skip_steps],
-        keep_steps=[CONNECTOR_TEST_STEP_ID(step_id) for step_id in only_steps],
-        step_params=extra_params,
-    )
-
-    connectors_tests_contexts = [
-        ConnectorTestContext(
-            pipeline_name=f"{global_status_check_context} on {connector.technical_name}",
-            connector=connector,
-            is_local=ctx.obj["is_local"],
-            git_branch=ctx.obj["git_branch"],
-            git_revision=ctx.obj["git_revision"],
-            diffed_branch=ctx.obj["diffed_branch"],
-            git_repo_url=ctx.obj["git_repo_url"],
-            ci_git_user=ctx.obj["ci_git_user"],
-            ci_github_access_token=ctx.obj["ci_github_access_token"],
-            ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-            report_output_prefix=ctx.obj["report_output_prefix"],
-            gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-            dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-            pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-            ci_context=ctx.obj.get("ci_context"),
-            pull_request=ctx.obj.get("pull_request"),
-            ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-            code_tests_only=code_tests_only,
-            use_local_cdk=ctx.obj.get("use_local_cdk"),
-            use_cdk_ref=ctx.obj.get("use_cdk_ref"),
-            s3_build_cache_access_key_id=ctx.obj.get("s3_build_cache_access_key_id"),
-            s3_build_cache_secret_key=ctx.obj.get("s3_build_cache_secret_key"),
-            docker_hub_username=ctx.obj.get("docker_hub_username"),
-            docker_hub_password=ctx.obj.get("docker_hub_password"),
-            concurrent_cat=concurrent_cat,
-            run_step_options=run_step_options,
-            targeted_platforms=[LOCAL_BUILD_PLATFORM],
-            secret_stores=ctx.obj["secret_stores"],
-            enable_report_auto_open=ctx.obj.get("enable_report_auto_open", True),
-        )
-        for connector in ctx.obj["selected_connectors_with_modified_files"]
-    ]
-
-    try:
-        await run_connectors_pipelines(
-            [connector_context for connector_context in connectors_tests_contexts],
-            run_connector_test_pipeline,
-            "Test Pipeline",
-            ctx.obj["concurrency"],
-            ctx.obj["dagger_logs_path"],
-            ctx.obj["execute_timeout"],
-        )
-    except Exception as e:
-        main_logger.error("An error occurred while running the test pipeline", exc_info=e)
-        update_global_commit_status_check_for_tests(ctx.obj, "failure")
-        return False
-
-    finally:
-        if LiveTests.local_tests_artifacts_dir.exists():
-            shutil.rmtree(LiveTests.local_tests_artifacts_dir)
-            main_logger.info(f"  Test artifacts cleaned up from {LiveTests.local_tests_artifacts_dir}")
-
-    @ctx.call_on_close
-    def send_commit_status_check() -> None:
-        if ctx.obj["is_ci"]:
-            global_success = all(connector_context.state is ContextState.SUCCESSFUL for connector_context in connectors_tests_contexts)
-            update_global_commit_status_check_for_tests(ctx.obj, "success" if global_success else "failure")
-
-    # If we reach this point, it means that all the connectors have been tested so the pipeline did its job and can exit with success.
-    return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/context.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/context.py
deleted file mode 100644
index 7bdb40270095..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/context.py
+++ /dev/null
@@ -1,198 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""Module declaring context related classes."""
-
-from copy import deepcopy
-from logging import Logger
-from typing import Any, Dict, List, Optional
-
-from pydash import find  # type: ignore
-
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.helpers.execution.run_steps import RunStepOptions
-from pipelines.models.secrets import Secret, SecretNotFoundError, SecretStore
-
-# These test suite names are declared in metadata.yaml files
-TEST_SUITE_NAME_TO_STEP_ID = {
-    "unitTests": CONNECTOR_TEST_STEP_ID.UNIT,
-    "integrationTests": CONNECTOR_TEST_STEP_ID.INTEGRATION,
-    "acceptanceTests": CONNECTOR_TEST_STEP_ID.ACCEPTANCE,
-    "liveTests": CONNECTOR_TEST_STEP_ID.CONNECTOR_LIVE_TESTS,
-}
-
-
-class ConnectorTestContext(ConnectorContext):
-    def __init__(
-        self,
-        *args: Any,
-        **kwargs: Any,
-    ) -> None:
-        super().__init__(*args, **kwargs)
-        self.run_step_options = self._skip_metadata_disabled_test_suites(self.run_step_options)
-        self.step_id_to_secrets_mapping = self._get_step_id_to_secret_mapping()
-
-    @property
-    def test_only_change(self) -> bool:
-        """Check if the only modified files are in unit_tests or integration_tests directories.
-
-        Returns:
-            bool: True if all modified files are in unit_tests or integration_tests, False otherwise.
-        """
-        test_directories = ("unit_tests", "integration_tests")
-        for modified_file in self.modified_files:
-            try:
-                rel_path = modified_file.relative_to(self.connector.code_directory)
-                top_level_dir = rel_path.parts[0] if rel_path.parts else ""
-                if top_level_dir not in test_directories:
-                    return False
-            except ValueError:
-                # File not under connector directory, treat as non-test change
-                return False
-        return True
-
-    @staticmethod
-    def _handle_missing_secret_store(
-        secret_info: Dict[str, str | Dict[str, str]], raise_on_missing: bool, logger: Optional[Logger] = None
-    ) -> None:
-        assert isinstance(secret_info["secretStore"], dict), "The secretStore field must be a dict"
-        message = f"Secret {secret_info['name']} can't be retrieved as {secret_info['secretStore']['alias']} is not available"
-        if raise_on_missing:
-            raise SecretNotFoundError(message)
-        if logger is not None:
-            logger.warn(message)
-
-    @staticmethod
-    def _process_secret(
-        secret_info: Dict[str, str | Dict[str, str]],
-        secret_stores: Dict[str, SecretStore],
-        raise_on_missing: bool,
-        logger: Optional[Logger] = None,
-    ) -> Optional[Secret]:
-        assert isinstance(secret_info["secretStore"], dict), "The secretStore field must be a dict"
-        secret_store_alias = secret_info["secretStore"]["alias"]
-        if secret_store_alias not in secret_stores:
-            ConnectorTestContext._handle_missing_secret_store(secret_info, raise_on_missing, logger)
-            return None
-        else:
-            # All these asserts and casting are there to make MyPy happy
-            # The dict structure being nested MyPy can't figure if the values are str or dict
-            assert isinstance(secret_info["name"], str), "The secret name field must be a string"
-            if file_name := secret_info.get("fileName"):
-                assert isinstance(secret_info["fileName"], str), "The secret fileName must be a string"
-                file_name = str(secret_info["fileName"])
-            else:
-                file_name = None
-            return Secret(secret_info["name"], secret_stores[secret_store_alias], file_name=file_name)
-
-    @staticmethod
-    def get_secrets_from_connector_test_suites_option(
-        connector_test_suites_options: List[Dict[str, str | Dict[str, List[Dict[str, str | Dict[str, str]]]]]],
-        suite_name: str,
-        secret_stores: Dict[str, SecretStore],
-        raise_on_missing_secret_store: bool = True,
-        logger: Logger | None = None,
-    ) -> List[Secret]:
-        """Get secrets declared in metadata connectorTestSuitesOptions for a test suite name.
-        It will use the secret store alias declared in connectorTestSuitesOptions.
-        If the secret store is not available a warning or and error could be raised according to the raise_on_missing_secret_store parameter value.
-        We usually want to raise an error when running in CI context and log a warning when running locally, as locally we can fallback on local secrets.
-
-        Args:
-            connector_test_suites_options (List[Dict[str, str  |  Dict]]): The connector under test test suite options
-            suite_name (str): The test suite name
-            secret_stores (Dict[str, SecretStore]): The available secrets stores
-            raise_on_missing_secret_store (bool, optional): Raise an error if the secret store declared in the connectorTestSuitesOptions is not available. Defaults to True.
-            logger (Logger | None, optional): Logger to log a warning if the secret store declared in the connectorTestSuitesOptions is not available. Defaults to None.
-
-        Raises:
-            SecretNotFoundError: Raised  if the secret store declared in the connectorTestSuitesOptions is not available and raise_on_missing_secret_store is truthy.
-
-        Returns:
-            List[Secret]: List of secrets declared in the connectorTestSuitesOptions for a test suite name.
-        """
-        secrets: List[Secret] = []
-        enabled_test_suite = find(connector_test_suites_options, lambda x: x["suite"] == suite_name)
-
-        if enabled_test_suite and "testSecrets" in enabled_test_suite:
-            for secret_info in enabled_test_suite["testSecrets"]:
-                if secret := ConnectorTestContext._process_secret(secret_info, secret_stores, raise_on_missing_secret_store, logger):
-                    secrets.append(secret)
-        return secrets
-
-    def get_connector_secrets_for_test_suite(
-        self, test_suite_name: str, connector_test_suites_options: List, local_secrets: List[Secret]
-    ) -> List[Secret]:
-        """Get secrets to use for a test suite.
-        Always merge secrets declared in metadata's connectorTestSuiteOptions with secrets declared locally.
-
-        Args:
-            test_suite_name (str): Name of the test suite to get secrets for
-            context (ConnectorTestContext): The current connector context
-            connector_test_suites_options (Dict): The current connector test suite options (from metadata)
-            local_secrets (List[Secret]): The local connector secrets.
-
-        Returns:
-            List[Secret]: Secrets to use to run the passed test suite name.
-        """
-        return (
-            self.get_secrets_from_connector_test_suites_option(
-                connector_test_suites_options,
-                test_suite_name,
-                self.secret_stores,
-                raise_on_missing_secret_store=self.is_ci,
-                logger=self.logger,
-            )
-            + local_secrets
-        )
-
-    def _get_step_id_to_secret_mapping(self) -> Dict[CONNECTOR_TEST_STEP_ID, List[Secret]]:
-        step_id_to_secrets: Dict[CONNECTOR_TEST_STEP_ID, List[Secret]] = {
-            CONNECTOR_TEST_STEP_ID.UNIT: [],
-            CONNECTOR_TEST_STEP_ID.INTEGRATION: [],
-            CONNECTOR_TEST_STEP_ID.ACCEPTANCE: [],
-        }
-        local_secrets = self.local_secret_store.get_all_secrets() if self.local_secret_store else []
-        connector_test_suites_options = self.metadata.get("connectorTestSuitesOptions", [])
-
-        keep_steps = set(self.run_step_options.keep_steps or [])
-        skip_steps = set(self.run_step_options.skip_steps or [])
-
-        for test_suite_name, step_id in TEST_SUITE_NAME_TO_STEP_ID.items():
-            if step_id in keep_steps or (not keep_steps and step_id not in skip_steps):
-                step_id_to_secrets[step_id] = self.get_connector_secrets_for_test_suite(
-                    test_suite_name, connector_test_suites_options, local_secrets
-                )
-        return step_id_to_secrets
-
-    def get_secrets_for_step_id(self, step_id: CONNECTOR_TEST_STEP_ID) -> List[Secret]:
-        return self.step_id_to_secrets_mapping.get(step_id, [])
-
-    def _get_step_id_to_skip_according_to_metadata(self) -> List[CONNECTOR_TEST_STEP_ID]:
-        """The connector metadata have a connectorTestSuitesOptions field.
-        It allows connector developers to declare the test suites that are enabled for a connector.
-        This function retrieved enabled test suites according to this field value and returns the test suites steps that are skipped (because they're not declared in this field.)
-        The skippable test suites steps are declared in TEST_SUITE_NAME_TO_STEP_ID.
-
-        Returns:
-            List[CONNECTOR_TEST_STEP_ID]: List of step ids that should be skipped according to connector metadata.
-        """
-        enabled_test_suites = [option["suite"] for option in self.metadata.get("connectorTestSuitesOptions", [])]
-        return [step_id for test_suite_name, step_id in TEST_SUITE_NAME_TO_STEP_ID.items() if test_suite_name not in enabled_test_suites]
-
-    def _skip_metadata_disabled_test_suites(self, run_step_options: RunStepOptions) -> RunStepOptions:
-        """Updated the original run_step_options to skip the disabled test suites according to connector metadata.
-
-        Args:
-            run_step_options (RunStepOptions): Original run step options.
-
-        Returns:
-            RunStepOptions: Updated run step options.
-        """
-        run_step_options = deepcopy(run_step_options)
-        # If any `skip_steps` are present, we will run everything except the skipped steps, instead of just `keep_steps`.
-        if not run_step_options.keep_steps:
-            run_step_options.skip_steps += self._get_step_id_to_skip_according_to_metadata()
-        return run_step_options
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/pipeline.py
deleted file mode 100644
index 0aad2fa7167f..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/pipeline.py
+++ /dev/null
@@ -1,77 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-"""This module groups factory like functions to dispatch tests steps according to the connector under test language."""
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-import anyio
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport
-from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-from pipelines.airbyte_ci.connectors.test.steps import java_connectors, manifest_only_connectors, python_connectors
-from pipelines.airbyte_ci.connectors.test.steps.common import VersionIncrementCheck
-from pipelines.helpers.execution.run_steps import StepToRun, run_steps
-
-if TYPE_CHECKING:
-    from pipelines.helpers.execution.run_steps import STEP_TREE
-
-LANGUAGE_MAPPING = {
-    "get_test_steps": {
-        ConnectorLanguage.PYTHON: python_connectors.get_test_steps,
-        ConnectorLanguage.LOW_CODE: python_connectors.get_test_steps,
-        ConnectorLanguage.MANIFEST_ONLY: manifest_only_connectors.get_test_steps,
-        ConnectorLanguage.JAVA: java_connectors.get_test_steps,
-    },
-}
-
-
-def get_test_steps(context: ConnectorTestContext) -> STEP_TREE:
-    """Get all the tests steps according to the connector language.
-
-    Args:
-        context (ConnectorTestContext): The current connector context.
-
-    Returns:
-        STEP_TREE: The list of tests steps.
-    """
-    if _get_test_steps := LANGUAGE_MAPPING["get_test_steps"].get(context.connector.language):
-        return _get_test_steps(context)
-    else:
-        context.logger.warning(f"No tests defined for connector language {context.connector.language}!")
-        return []
-
-
-async def run_connector_test_pipeline(context: ConnectorTestContext, semaphore: anyio.Semaphore) -> ConnectorReport:
-    """
-    Compute the steps to run for a connector test pipeline.
-    """
-    all_steps_to_run: STEP_TREE = []
-
-    all_steps_to_run += get_test_steps(context)
-
-    # Skip static analysis steps when only test files are modified
-    if not context.code_tests_only and not context.test_only_change:
-        static_analysis_steps_to_run = [
-            [
-                StepToRun(id=CONNECTOR_TEST_STEP_ID.VERSION_INC_CHECK, step=VersionIncrementCheck(context)),
-            ]
-        ]
-        all_steps_to_run += static_analysis_steps_to_run
-
-    async with semaphore:
-        async with context:
-            result_dict = await run_steps(
-                runnables=all_steps_to_run,
-                options=context.run_step_options,
-            )
-
-            results = list(result_dict.values())
-            report = ConnectorReport(context, steps_results=results, name="TEST RESULTS")
-            context.report = report
-
-        return report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/common.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/common.py
deleted file mode 100644
index 5b9a91bf9d28..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/common.py
+++ /dev/null
@@ -1,838 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups steps made to run tests agnostic to a connector language."""
-
-import datetime
-import json
-import os
-import time
-from abc import ABC, abstractmethod
-from enum import Enum
-from functools import cached_property
-from pathlib import Path
-from textwrap import dedent
-from typing import Any, Dict, List, Optional, Set
-
-import dagger
-import requests  # type: ignore
-import semver
-import yaml  # type: ignore
-from dagger import Container, Directory
-
-# This slugify lib has to be consistent with the slugify lib used in live_tests
-# live_test can't resolve the passed connector container otherwise.
-from slugify import slugify  # type: ignore
-
-from pipelines import hacks, main_logger
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.steps.docker import SimpleDockerStep
-from pipelines.consts import INTERNAL_TOOL_PATHS, CIContext
-from pipelines.dagger.actions import secrets
-from pipelines.dagger.actions.python.poetry import with_poetry
-from pipelines.helpers.github import AIRBYTE_GITHUBUSERCONTENT_URL_PREFIX
-from pipelines.helpers.utils import METADATA_FILE_NAME, get_exec_result
-from pipelines.models.artifacts import Artifact
-from pipelines.models.secrets import Secret
-from pipelines.models.steps import STEP_PARAMS, MountPath, Step, StepResult, StepStatus
-
-GITHUB_URL_PREFIX_FOR_CONNECTORS = f"{AIRBYTE_GITHUBUSERCONTENT_URL_PREFIX}/master/airbyte-integrations/connectors"
-
-
-class VersionCheck(Step, ABC):
-    """A step to validate the connector version was bumped if files were modified"""
-
-    context: ConnectorContext
-
-    @property
-    def should_run(self) -> bool:
-        return True
-
-    @property
-    def github_master_metadata_url(self) -> str:
-        return f"{GITHUB_URL_PREFIX_FOR_CONNECTORS}/{self.context.connector.technical_name}/{METADATA_FILE_NAME}"
-
-    @cached_property
-    def master_metadata(self) -> Optional[dict]:
-        response = requests.get(self.github_master_metadata_url)
-
-        # New connectors will not have a metadata file in master
-        if not response.ok:
-            return None
-        return yaml.safe_load(response.text)
-
-    @property
-    def master_connector_version(self) -> semver.Version:
-        metadata = self.master_metadata
-        if not metadata:
-            return semver.Version.parse("0.0.0")
-
-        return semver.Version.parse(str(metadata["data"]["dockerImageTag"]))
-
-    @property
-    def current_connector_version(self) -> semver.Version:
-        return semver.Version.parse(str(self.context.metadata["dockerImageTag"]))
-
-    @property
-    def success_result(self) -> StepResult:
-        return StepResult(step=self, status=StepStatus.SUCCESS)
-
-    def _get_failure_result(self, failure_message: str) -> StepResult:
-        return StepResult(step=self, status=StepStatus.FAILURE, stderr=failure_message)
-
-    @abstractmethod
-    def validate(self) -> StepResult:
-        raise NotImplementedError()
-
-    async def _run(self) -> StepResult:
-        if not self.should_run:
-            return StepResult(step=self, status=StepStatus.SKIPPED, stdout="No modified files required a version bump.")
-        if self.context.ci_context == CIContext.MASTER:
-            return StepResult(step=self, status=StepStatus.SKIPPED, stdout="Version check are not running in master context.")
-        try:
-            return self.validate()
-        except (requests.HTTPError, ValueError, TypeError) as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-
-
-class VersionIncrementCheck(VersionCheck):
-    context: ConnectorContext
-    title = "Connector version increment check"
-
-    BYPASS_CHECK_FOR = [
-        METADATA_FILE_NAME,
-        "acceptance-test-config.yml",
-        "README.md",
-        "bootstrap.md",
-        ".dockerignore",
-        "unit_tests",
-        "integration_tests",
-        "src/test",
-        "src/test-integration",
-        "src/test-performance",
-        "build.gradle",
-        "erd",
-        "build_customization.py",
-    ]
-
-    @property
-    def should_run(self) -> bool:
-        # Skip if connector opts out of version checks
-        if self.context.metadata and self.context.metadata.get("ab_internal", {}).get("requireVersionIncrementsInPullRequests") is False:
-            return False
-
-        for filename in self.context.modified_files:
-            relative_path = str(filename).replace(str(self.context.connector.code_directory) + "/", "")
-            if not any([relative_path.startswith(to_bypass) for to_bypass in self.BYPASS_CHECK_FOR]):
-                return True
-        return False
-
-    def is_version_not_incremented(self) -> bool:
-        return self.master_connector_version >= self.current_connector_version
-
-    def get_failure_message_for_no_increment(self) -> str:
-        return (
-            f"The dockerImageTag in {METADATA_FILE_NAME} was not incremented. "
-            f"Master version is {self.master_connector_version}, current version is {self.current_connector_version}"
-        )
-
-    def are_both_versions_release_candidates(self) -> bool:
-        return bool(
-            self.master_connector_version.prerelease
-            and self.current_connector_version.prerelease
-            and "rc" in self.master_connector_version.prerelease
-            and "rc" in self.current_connector_version.prerelease
-        )
-
-    def have_same_major_minor_patch(self) -> bool:
-        return (
-            self.master_connector_version.major == self.current_connector_version.major
-            and self.master_connector_version.minor == self.current_connector_version.minor
-            and self.master_connector_version.patch == self.current_connector_version.patch
-        )
-
-    @staticmethod
-    def _get_registry_override_tag(metadata: Optional[dict], channel: str) -> Optional[str]:
-        """Extract the dockerImageTag from registryOverrides for a given channel.
-
-        Args:
-            metadata: The metadata dictionary (master or current).
-            channel: The channel to extract from ("cloud" or "oss").
-
-        Returns:
-            The dockerImageTag value if present, None otherwise.
-        """
-        if metadata is None:
-            return None
-        try:
-            return metadata.get("data", {}).get("registryOverrides", {}).get(channel, {}).get("dockerImageTag")
-        except (TypeError, AttributeError):
-            return None
-
-    def _has_registry_override_docker_tag_change(self) -> bool:
-        """Check if registryOverrides.cloud.dockerImageTag or registryOverrides.oss.dockerImageTag has changed.
-
-        Returns:
-            bool: True if either cloud or oss dockerImageTag has been added, removed, or changed.
-        """
-        master_cloud = self._get_registry_override_tag(self.master_metadata, "cloud")
-        current_cloud = self._get_registry_override_tag(self.context.metadata, "cloud")
-
-        master_oss = self._get_registry_override_tag(self.master_metadata, "oss")
-        current_oss = self._get_registry_override_tag(self.context.metadata, "oss")
-
-        return (master_cloud != current_cloud) or (master_oss != current_oss)
-
-    def validate(self) -> StepResult:
-        if self.is_version_not_incremented():
-            # Allow version to stay the same if registryOverrides.cloud.dockerImageTag or
-            # registryOverrides.oss.dockerImageTag has been added, removed, or changed
-            if self._has_registry_override_docker_tag_change():
-                return StepResult(
-                    step=self,
-                    status=StepStatus.SKIPPED,
-                    stdout=(
-                        f"The current change is modifying the registryOverrides pinned version on Cloud or OSS. Skipping this check "
-                        f"because the defined version {self.current_connector_version} is allowed to be unchanged"
-                    ),
-                )
-            return self._get_failure_result(
-                (
-                    f"The dockerImageTag in {METADATA_FILE_NAME} was not incremented. "
-                    f"Master version is {self.master_connector_version}, current version is {self.current_connector_version}"
-                )
-            )
-
-        if self.are_both_versions_release_candidates():
-            if not self.have_same_major_minor_patch():
-                return self._get_failure_result(
-                    (
-                        f"Master and current version are release candidates but they have different major, minor or patch versions. "
-                        f"Release candidates should only differ in the prerelease part. Master version is {self.master_connector_version}, "
-                        f"current version is {self.current_connector_version}"
-                    )
-                )
-
-        return self.success_result
-
-
-class AcceptanceTests(Step):
-    """A step to run acceptance tests for a connector if it has an acceptance test config file."""
-
-    context: ConnectorContext
-    title = "Acceptance tests"
-    CONTAINER_TEST_INPUT_DIRECTORY = "/test_input"
-    CONTAINER_SECRETS_DIRECTORY = "/test_input/secrets"
-    REPORT_LOG_PATH = "/tmp/report_log.jsonl"
-    skipped_exit_code = 5
-    accept_extra_params = True
-
-    @property
-    def default_params(self) -> STEP_PARAMS:
-        """Default pytest options.
-
-        Returns:
-            dict: The default pytest options.
-        """
-        return super().default_params | {
-            "-ra": [],  # Show extra test summary info in the report for all but the passed tests
-            "--disable-warnings": [],  # Disable warnings in the pytest report
-            "--durations": ["3"],  # Show the 3 slowest tests in the report
-        }
-
-    @property
-    def base_cat_command(self) -> List[str]:
-        command = [
-            "python",
-            "-m",
-            "pytest",
-            # Write the test report in jsonl format
-            f"--report-log={self.REPORT_LOG_PATH}",
-            "-p",  # Load the connector_acceptance_test plugin
-            "connector_acceptance_test.plugin",
-            "--acceptance-test-config",
-            self.CONTAINER_TEST_INPUT_DIRECTORY,
-        ]
-
-        if self.concurrent_test_run:
-            command += ["--numprocesses=auto"]  # Using pytest-xdist to run tests in parallel, auto means using all available cores
-        return command
-
-    def __init__(self, context: ConnectorContext, secrets: List[Secret], concurrent_test_run: Optional[bool] = False) -> None:
-        """Create a step to run acceptance tests for a connector if it has an acceptance test config file.
-
-        Args:
-            context (ConnectorContext): The current test context, providing a connector object, a dagger client and a repository directory.
-            secrets (List[Secret]): List of secrets to mount to the connector container under test.
-            concurrent_test_run (Optional[bool], optional): Whether to run acceptance tests in parallel. Defaults to False.
-        """
-        super().__init__(context, secrets)
-        self.concurrent_test_run = concurrent_test_run
-
-    async def get_cat_command(self, connector_dir: Directory) -> List[str]:
-        """
-        Connectors can optionally setup or teardown resources before and after the acceptance tests are run.
-        This is done via the acceptance.py file in their integration_tests directory.
-        We append this module as a plugin the acceptance will use.
-        """
-        cat_command = self.base_cat_command
-        if "integration_tests" in await connector_dir.entries():
-            if "acceptance.py" in await connector_dir.directory("integration_tests").entries():
-                cat_command += ["-p", "integration_tests.acceptance"]
-        return cat_command + self.params_as_cli_options
-
-    async def _run(self, connector_under_test_container: Container) -> StepResult:
-        """Run the acceptance test suite on a connector dev image. Build the connector acceptance test image if the tag is :dev.
-
-        Args:
-            connector_under_test_container (Container): The container holding the connector under test image.
-
-        Returns:
-            StepResult: Failure or success of the acceptances tests with stdout and stderr.
-        """
-
-        if not self.context.connector.acceptance_test_config:
-            return StepResult(step=self, status=StepStatus.SKIPPED)
-        connector_dir = await self.context.get_connector_dir()
-        cat_container = await self._build_connector_acceptance_test(connector_under_test_container, connector_dir)
-        cat_command = await self.get_cat_command(connector_dir)
-        cat_container = cat_container.with_(hacks.never_fail_exec(cat_command))
-        step_result = await self.get_step_result(cat_container)
-        secret_dir = cat_container.directory(self.CONTAINER_SECRETS_DIRECTORY)
-
-        if secret_files := await secret_dir.entries():
-            for file_path in secret_files:
-                if file_path.startswith("updated_configurations"):
-                    self.context.updated_secrets_dir = secret_dir
-                    break
-        return step_result
-
-    def get_cache_buster(self) -> str:
-        """
-        This bursts the CAT cached results everyday and on new version or image size change.
-        It's cool because in case of a partially failing nightly build the connectors that already ran CAT won't re-run CAT.
-        We keep the guarantee that a CAT runs everyday.
-
-        Returns:
-            str: A string representing the cachebuster value.
-        """
-        return datetime.datetime.utcnow().strftime("%Y%m%d") + self.context.connector.version
-
-    async def _build_connector_acceptance_test(self, connector_under_test_container: Container, test_input: Directory) -> Container:
-        """Create a container to run connector acceptance tests.
-
-        Args:
-            connector_under_test_container (Container): The container holding the connector under test image.
-            test_input (Directory): The connector under test directory.
-        Returns:
-            Container: A container with connector acceptance tests installed.
-        """
-
-        if self.context.connector_acceptance_test_image.endswith(":dev"):
-            cat_container = self.context.connector_acceptance_test_source_dir.docker_build()
-        else:
-            cat_container = self.dagger_client.container().from_(self.context.connector_acceptance_test_image)
-
-        connector_container_id = await connector_under_test_container.id()
-        cat_container = (
-            cat_container.with_env_variable("RUN_IN_AIRBYTE_CI", "1")
-            .with_exec(["mkdir", "/dagger_share"])
-            .with_env_variable("CACHEBUSTER", self.get_cache_buster())
-            .with_new_file("/tmp/container_id.txt", contents=str(connector_container_id))
-            .with_workdir("/test_input")
-            .with_mounted_directory("/test_input", test_input)
-            .with_(await secrets.mounted_connector_secrets(self.context, self.CONTAINER_SECRETS_DIRECTORY, self.secrets))
-        )
-        if "_EXPERIMENTAL_DAGGER_RUNNER_HOST" in os.environ:
-            self.context.logger.info("Using experimental dagger runner host to run CAT with dagger-in-dagger")
-            cat_container = cat_container.with_env_variable(
-                "_EXPERIMENTAL_DAGGER_RUNNER_HOST", "unix:///var/run/buildkit/buildkitd.sock"
-            ).with_unix_socket(
-                "/var/run/buildkit/buildkitd.sock", self.context.dagger_client.host().unix_socket("/var/run/buildkit/buildkitd.sock")
-            )
-
-        return cat_container.with_unix_socket("/var/run/docker.sock", self.context.dagger_client.host().unix_socket("/var/run/docker.sock"))
-
-    def get_is_hard_failure(self) -> bool:
-        """When a connector is not certified or the CI context is master, we consider the acceptance tests as hard failures:
-        The overall status of the pipeline will be FAILURE if the acceptance tests fail.
-        For marketplace connectors we defer to the IncrementalAcceptanceTests step to determine if the acceptance tests are hard failures:
-        If a new test is failing compared to the released version of the connector.
-
-        Returns:
-            bool: Whether a failure of acceptance tests should be considered a hard failures.
-        """
-        return self.context.connector.metadata.get("supportLevel") == "certified" or self.context.ci_context == CIContext.MASTER
-
-    async def get_step_result(self, container: Container) -> StepResult:
-        """Retrieve stdout, stderr and exit code from the executed CAT container.
-        Pull the report logs from the container and create an Artifact object from it.
-        Build and return a step result object from these objects.
-
-        Args:
-            container (Container): The CAT container to get the results from.
-
-        Returns:
-            StepResult: The step result object.
-        """
-        exit_code, stdout, stderr = await get_exec_result(container)
-        report_log_artifact = Artifact(
-            name="cat_report_log.jsonl",
-            content_type="text/jsonl",
-            content=container.file(self.REPORT_LOG_PATH),
-            to_upload=True,
-        )
-        status = self.get_step_status_from_exit_code(exit_code)
-
-        is_hard_failure = status is StepStatus.FAILURE and self.get_is_hard_failure()
-
-        return StepResult(
-            step=self,
-            status=self.get_step_status_from_exit_code(exit_code),
-            stderr=stderr,
-            stdout=stdout,
-            output={"report_log": report_log_artifact},
-            artifacts=[report_log_artifact],
-            consider_in_overall_status=status is StepStatus.SUCCESS or is_hard_failure,
-        )
-
-
-class IncrementalAcceptanceTests(Step):
-    """This step runs the acceptance tests on the released image of the connector and compares the results with the current acceptance tests report log.
-    It fails if there are new failing tests in the current acceptance tests report log.
-    """
-
-    title = "Incremental Acceptance Tests"
-    context: ConnectorContext
-
-    async def get_failed_pytest_node_ids(self, current_acceptance_tests_report_log: Artifact) -> Set[str]:
-        """Parse the report log of the acceptance tests and return the pytest node ids of the failed tests.
-
-        Args:
-            current_acceptance_tests_report_log (Artifact): The report log of the acceptance tests.
-
-        Returns:
-            List[str]: The pytest node ids of the failed tests.
-        """
-        current_report_lines = (await current_acceptance_tests_report_log.content.contents()).splitlines()
-        failed_nodes = set()
-        for line in current_report_lines:
-            single_test_report = json.loads(line)
-            if "nodeid" not in single_test_report or "outcome" not in single_test_report:
-                continue
-            if single_test_report["outcome"] == "failed":
-                failed_nodes.add(single_test_report["nodeid"])
-        return failed_nodes
-
-    def _get_master_metadata(self) -> Dict[str, Any]:
-        metadata_response = requests.get(f"{GITHUB_URL_PREFIX_FOR_CONNECTORS}/{self.context.connector.technical_name}/metadata.yaml")
-        if not metadata_response.ok:
-            raise FileNotFoundError(f"Could not fetch metadata file for {self.context.connector.technical_name} on master.")
-        return yaml.safe_load(metadata_response.text)
-
-    async def get_result_log_on_master(self, master_metadata: dict) -> Artifact:
-        """Runs acceptance test on the released image of the connector and returns the report log.
-        The released image version is fetched from the master metadata file of the connector.
-        We're not using the online connector registry here as some connectors might not be released to OSS nor Airbyte Cloud.
-        Thanks to Dagger caching subsequent runs of this step will be cached if the released image did not change.
-
-        Returns:
-            Artifact: The report log of the acceptance tests run on the released image.
-        """
-        master_docker_image_tag = master_metadata["data"]["dockerImageTag"]
-        released_image = f'{master_metadata["data"]["dockerRepository"]}:{master_docker_image_tag}'
-        released_container = self.dagger_client.container().from_(released_image)
-        self.logger.info(f"Running acceptance tests on released image: {released_image}")
-        acceptance_tests_results_on_master = await AcceptanceTests(self.context, self.secrets).run(released_container)
-        return acceptance_tests_results_on_master.output["report_log"]
-
-    async def _run(self, current_acceptance_tests_result: StepResult) -> StepResult:
-        """Compare the acceptance tests report log of the current image with the one of the released image.
-        Fails if there are new failing tests in the current acceptance tests report log.
-        """
-
-        if current_acceptance_tests_result.consider_in_overall_status:
-            return StepResult(
-                step=self, status=StepStatus.SKIPPED, stdout="Skipping because the current acceptance tests are hard failures."
-            )
-
-        current_acceptance_tests_report_log = current_acceptance_tests_result.output["report_log"]
-        current_failing_nodes = await self.get_failed_pytest_node_ids(current_acceptance_tests_report_log)
-        if not current_failing_nodes:
-            return StepResult(
-                step=self, status=StepStatus.SKIPPED, stdout="No failing acceptance tests were detected on the current version."
-            )
-        try:
-            master_metadata = self._get_master_metadata()
-        except FileNotFoundError as exc:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout="The connector does not have a metadata file on master. Skipping incremental acceptance tests.",
-                exc_info=exc,
-            )
-
-        master_result_logs = await self.get_result_log_on_master(master_metadata)
-
-        master_failings = await self.get_failed_pytest_node_ids(master_result_logs)
-        new_failing_nodes = current_failing_nodes - master_failings
-        if not new_failing_nodes:
-            return StepResult(
-                step=self,
-                status=StepStatus.SUCCESS,
-                stdout=dedent(
-                    f"""
-                No new failing acceptance tests were detected. 
-                Acceptance tests are still failing with {len(current_failing_nodes)} failing tests but the AcceptanceTests step is not a hard failure for this connector.
-                Please checkout the original acceptance tests failures and assess how critical they are.
-                """
-                ),
-            )
-        else:
-            return StepResult(
-                step=self,
-                status=StepStatus.FAILURE,
-                stdout=f"{len(new_failing_nodes)} new failing acceptance tests detected:\n-"
-                + "\n-".join(current_failing_nodes)
-                + "\nPlease fix the new failing tests before merging this PR."
-                + f"\nPlease also check the original {len(current_failing_nodes)} acceptance tests failures and assess how critical they are.",
-            )
-
-
-class LiveTestSuite(Enum):
-    ALL = "live"
-    REGRESSION = "regression"
-    VALIDATION = "validation"
-
-
-class LiveTests(Step):
-    """A step to run live tests for a connector."""
-
-    context: ConnectorContext
-    skipped_exit_code = 5
-    accept_extra_params = True
-    local_tests_artifacts_dir = Path("/tmp/live_tests_artifacts")
-    working_directory = "/app"
-    github_user = "octavia-squidington-iii"
-    platform_repo_url = "airbytehq/airbyte-platform-internal"
-    test_suite_to_dir = {
-        LiveTestSuite.ALL: "src/live_tests",
-        LiveTestSuite.REGRESSION: "src/live_tests/regression_tests",
-        LiveTestSuite.VALIDATION: "src/live_tests/validation_tests",
-    }
-
-    @property
-    def default_params(self) -> STEP_PARAMS:
-        """Default pytest options.
-
-        Returns:
-            dict: The default pytest options.
-        """
-        return super().default_params | {
-            "-ra": [],  # Show extra test summary info in the report for all but the passed tests
-            "--disable-warnings": [],  # Disable warnings in the pytest report
-            "--durations": ["3"],  # Show the 3 slowest tests in the report
-        }
-
-    @property
-    def title(self) -> str:
-        return f"Connector {self.test_suite.title()} Tests"
-
-    def _test_command(self) -> List[str]:
-        """
-        The command used to run the tests
-        """
-        base_command = [
-            "poetry",
-            "run",
-            "pytest",
-            self.test_dir,
-            "--connector-image",
-            self.connector_image,
-        ]
-        return base_command + self._get_command_options()
-
-    def _get_command_options(self) -> List[str]:
-        command_options = []
-        if self.connection_id:
-            command_options += ["--connection-id", self.connection_id]
-        if self.control_version:
-            command_options += ["--control-version", self.control_version]
-        if self.target_version:
-            command_options += ["--target-version", self.target_version]
-        if self.pr_url:
-            command_options += ["--pr-url", self.pr_url]
-        if self.run_id:
-            command_options += ["--run-id", self.run_id]
-        if self.should_read_with_state:
-            command_options += ["--should-read-with-state=1"]
-        if self.disable_proxy:
-            command_options += ["--disable-proxy=1"]
-        if self.test_evaluation_mode:
-            command_options += ["--test-evaluation-mode", self.test_evaluation_mode]
-        if self.selected_streams:
-            command_options += ["--stream", self.selected_streams]
-        command_options += ["--connection-subset", self.connection_subset]
-        return command_options
-
-    def _run_command_with_proxy(self, command: str) -> List[str]:
-        """
-        This command:
-
-        1. Starts a Google Cloud SQL proxy running on localhost, which is used by the connection-retriever to connect to postgres.
-           This is required for secure access to our internal tools.
-        2. Gets the PID of the proxy so it can be killed once done.
-        3. Runs the command that was passed in as input.
-        4. Kills the proxy, and waits for it to exit.
-        5. Exits with the command's exit code.
-        We need to explicitly kill the proxy in order to allow the GitHub Action to exit.
-        An alternative that we can consider is to run the proxy as a separate service.
-
-        (See https://docs.dagger.io/manuals/developer/python/328492/services/ and https://cloud.google.com/sql/docs/postgres/sql-proxy#cloud-sql-auth-proxy-docker-image)
-        """
-        run_proxy = "./cloud-sql-proxy prod-ab-cloud-proj:us-west3:prod-pgsql-replica --credentials-file /tmp/credentials.json"
-        run_pytest_with_proxy = dedent(
-            f"""
-        {run_proxy} &
-        proxy_pid=$!
-        {command}
-        pytest_exit=$?
-        kill $proxy_pid
-        wait $proxy_pid
-        exit $pytest_exit
-        """
-        )
-        return ["bash", "-c", f"'{run_pytest_with_proxy}'"]
-
-    def __init__(self, context: ConnectorContext) -> None:
-        """Create a step to run live tests for a connector.
-
-        Args:
-            context (ConnectorContext): The current test context, providing a connector object, a dagger client and a repository directory.
-        """
-        super().__init__(context)
-        self.connector_image = context.docker_image.split(":")[0]
-        options = self.context.run_step_options.step_params.get(CONNECTOR_TEST_STEP_ID.CONNECTOR_LIVE_TESTS, {})
-
-        self.test_suite = self.context.run_step_options.get_item_or_default(options, "test-suite", LiveTestSuite.REGRESSION.value)
-        self.connection_id = self._get_connection_id(options)
-        self.pr_url = self._get_pr_url(options)
-
-        self.test_dir = self.test_suite_to_dir[LiveTestSuite(self.test_suite)]
-        self.control_version = self.context.run_step_options.get_item_or_default(options, "control-version", None)
-        self.target_version = self.context.run_step_options.get_item_or_default(options, "target-version", "dev")
-        self.should_read_with_state = "should-read-with-state" in options
-        self.disable_proxy = "disable-proxy" in options
-        self.selected_streams = self.context.run_step_options.get_item_or_default(options, "selected-streams", None)
-        self.test_evaluation_mode = "strict" if self.context.connector.metadata.get("supportLevel") == "certified" else "diagnostic"
-        self.connection_subset = self.context.run_step_options.get_item_or_default(options, "connection-subset", "sandboxes")
-        self.run_id = os.getenv("GITHUB_RUN_ID") or str(int(time.time()))
-
-    def _get_connection_id(self, options: Dict[str, List[Any]]) -> Optional[str]:
-        if self.context.is_pr:
-            connection_id = self._get_connection_from_test_connections()
-            self.logger.info(
-                f"Context is {self.context.ci_context}; got connection_id={connection_id} from metadata.yaml liveTests testConnections."
-            )
-        else:
-            connection_id = self.context.run_step_options.get_item_or_default(options, "connection-id", None)
-            self.logger.info(f"Context is {self.context.ci_context}; got connection_id={connection_id} from input options.")
-        return connection_id
-
-    def _get_pr_url(self, options: Dict[str, List[Any]]) -> Optional[str]:
-        if self.context.is_pr:
-            pull_request = self.context.pull_request.url if self.context.pull_request else None
-            self.logger.info(f"Context is {self.context.ci_context}; got pull_request={pull_request} from context.")
-        else:
-            pull_request = self.context.run_step_options.get_item_or_default(options, "pr-url", None)
-            self.logger.info(f"Context is {self.context.ci_context}; got pull_request={pull_request} from input options.")
-        return pull_request
-
-    def _validate_job_can_run(self) -> None:
-        connector_type = self.context.connector.metadata.get("connectorType")
-        connector_subtype = self.context.connector.metadata.get("connectorSubtype")
-        assert connector_type == "source", f"Live tests can only run against source connectors, got `connectorType={connector_type}`."
-        if connector_subtype == "database":
-            assert (
-                self.connection_subset == "sandboxes"
-            ), f"Live tests for database sources may only be run against sandbox connections, got `connection_subset={self.connection_subset}`."
-
-        assert self.connection_id, "`connection-id` is required to run live tests."
-        assert self.pr_url, "`pr_url` is required to run live tests."
-
-        if self.context.is_pr:
-            connection_id_is_valid = False
-            for test_suite in self.context.connector.metadata.get("connectorTestSuitesOptions", []):
-                if test_suite["suite"] == "liveTests":
-                    assert self.connection_id in [
-                        option["id"] for option in test_suite.get("testConnections", [])
-                    ], f"Connection ID {self.connection_id} was not in the list of valid test connections."
-                    connection_id_is_valid = True
-                    break
-            assert connection_id_is_valid, f"Connection ID {self.connection_id} is not a valid sandbox connection ID."
-
-    def _get_connection_from_test_connections(self) -> Optional[str]:
-        for test_suite in self.context.connector.metadata.get("connectorTestSuitesOptions", []):
-            if test_suite["suite"] == "liveTests":
-                for option in test_suite.get("testConnections", []):
-                    connection_id = option["id"]
-                    connection_name = option["name"]
-                    self.logger.info(f"Using connection name={connection_name}; id={connection_id}")
-                    return connection_id
-        return None
-
-    async def _run(self, connector_under_test_container: Container) -> StepResult:
-        """Run the regression test suite.
-
-        Args:
-            connector_under_test (Container): The container holding the target connector test image.
-
-        Returns:
-            StepResult: Failure or success of the regression tests with stdout and stderr.
-        """
-        try:
-            self._validate_job_can_run()
-        except AssertionError as exc:
-            self.logger.info(f"Skipping live tests for {self.context.connector.technical_name} due to validation error {str(exc)}.")
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                exc_info=exc,
-            )
-
-        container = await self._build_test_container(await connector_under_test_container.id())
-        command = self._run_command_with_proxy(" ".join(self._test_command()))
-        main_logger.info(f"Running command {command}")
-        container = container.with_(hacks.never_fail_exec(command))
-        tests_artifacts_dir = str(self.local_tests_artifacts_dir)
-        path_to_report = f"{tests_artifacts_dir}/session_{self.run_id}/report.html"
-
-        exit_code, stdout, stderr = await get_exec_result(container)
-
-        try:
-            if (
-                f"session_{self.run_id}" not in await container.directory(f"{tests_artifacts_dir}").entries()
-                or "report.html" not in await container.directory(f"{tests_artifacts_dir}/session_{self.run_id}").entries()
-            ):
-                main_logger.exception(
-                    "The report file was not generated, an unhandled error likely happened during regression test execution, please check the step stderr and stdout for more details"
-                )
-                regression_test_report = None
-            else:
-                await container.file(path_to_report).export(path_to_report)
-                with open(path_to_report, "r") as fp:
-                    regression_test_report = fp.read()
-        except dagger.QueryError as exc:
-            regression_test_report = None
-            main_logger.exception(
-                "The test artifacts directory was not generated, an unhandled error likely happened during setup, please check the step stderr and stdout for more details",
-                exc_info=exc,
-            )
-
-        return StepResult(
-            step=self,
-            status=self.get_step_status_from_exit_code(exit_code),
-            stderr=stderr,
-            stdout=stdout,
-            output=container,
-            report=regression_test_report,
-            consider_in_overall_status=False if self.context.is_pr else True,
-        )
-
-    async def _build_test_container(self, target_container_id: str) -> Container:
-        """Create a container to run regression tests."""
-        container = with_poetry(self.context)
-        container_requirements = ["apt-get", "install", "-y", "git", "curl", "docker.io"]
-        if not self.context.is_ci:
-            # Outside of CI we use ssh to get the connection-retriever package from airbyte-platform-internal
-            container_requirements += ["openssh-client"]
-        container = (
-            container.with_exec(["apt-get", "update"], use_entrypoint=True)
-            .with_exec(container_requirements)
-            .with_exec(["bash", "-c", "curl https://sdk.cloud.google.com | bash"], use_entrypoint=True)
-            .with_env_variable("PATH", "/root/google-cloud-sdk/bin:$PATH", expand=True)
-            .with_mounted_directory("/app", self.context.live_tests_dir)
-            .with_workdir("/app")
-            # Enable dagger-in-dagger
-            .with_unix_socket("/var/run/docker.sock", self.dagger_client.host().unix_socket("/var/run/docker.sock"))
-            .with_env_variable("RUN_IN_AIRBYTE_CI", "1")
-            .with_file(
-                "/tmp/record_obfuscator.py",
-                self.context.get_repo_dir("tools/bin", include=["record_obfuscator.py"]).file("record_obfuscator.py"),
-            )
-            # The connector being tested is already built and is stored in a location accessible to an inner dagger kicked off by
-            # regression tests. The connector can be found if you know the container ID, so we write the container ID to a file and put
-            # it in the regression test container. This way regression tests will use the already-built connector instead of trying to
-            # build their own.
-            .with_new_file(
-                f"/tmp/{slugify(self.connector_image + ':' + self.target_version)}_container_id.txt", contents=str(target_container_id)
-            )
-        )
-
-        if self.context.is_ci:
-            container = (
-                container.with_exec(
-                    [
-                        "sed",
-                        "-i",
-                        "-E",
-                        rf"s,git@github\.com:{self.platform_repo_url},https://github.com/{self.platform_repo_url}.git,",
-                        "pyproject.toml",
-                    ],
-                    use_entrypoint=True,
-                )
-                .with_exec(
-                    [
-                        "poetry",
-                        "source",
-                        "add",
-                        "--priority=supplemental",
-                        "airbyte-platform-internal-source",
-                        "https://github.com/airbytehq/airbyte-platform-internal.git",
-                    ],
-                    use_entrypoint=True,
-                )
-                .with_secret_variable(
-                    "CI_GITHUB_ACCESS_TOKEN",
-                    self.context.dagger_client.set_secret(
-                        "CI_GITHUB_ACCESS_TOKEN", self.context.ci_github_access_token.value if self.context.ci_github_access_token else ""
-                    ),
-                )
-                .with_exec(
-                    [
-                        "/bin/sh",
-                        "-c",
-                        f"poetry config http-basic.airbyte-platform-internal-source {self.github_user} $CI_GITHUB_ACCESS_TOKEN",
-                    ],
-                    use_entrypoint=True,
-                )
-                # Add GCP credentials from the environment and point google to their location (also required for connection-retriever)
-                .with_new_file("/tmp/credentials.json", contents=os.getenv("GCP_INTEGRATION_TESTER_CREDENTIALS", ""))
-                .with_env_variable("GOOGLE_APPLICATION_CREDENTIALS", "/tmp/credentials.json")
-                .with_exec(
-                    [
-                        "curl",
-                        "-o",
-                        "cloud-sql-proxy",
-                        "https://storage.googleapis.com/cloud-sql-connectors/cloud-sql-proxy/v2.11.0/cloud-sql-proxy.linux.amd64",
-                    ],
-                    use_entrypoint=True,
-                )
-                .with_exec(["chmod", "+x", "cloud-sql-proxy"], use_entrypoint=True)
-                .with_env_variable("CI", "1")
-            )
-
-        else:
-            container = (
-                container.with_mounted_file("/root/.ssh/id_rsa", self.dagger_client.host().file(str(Path("~/.ssh/id_rsa").expanduser())))
-                .with_mounted_file("/root/.ssh/known_hosts", self.dagger_client.host().file(str(Path("~/.ssh/known_hosts").expanduser())))
-                .with_mounted_file(
-                    "/root/.config/gcloud/application_default_credentials.json",
-                    self.dagger_client.host().file(str(Path("~/.config/gcloud/application_default_credentials.json").expanduser())),
-                )
-            )
-
-        container = container.with_exec(["poetry", "lock"], use_entrypoint=True).with_exec(["poetry", "install"], use_entrypoint=True)
-        return container
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/java_connectors.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/java_connectors.py
deleted file mode 100644
index 5c5ea5dcbe4b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/java_connectors.py
+++ /dev/null
@@ -1,142 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups steps made to run tests for a specific Java connector given a test context."""
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-import anyio
-from dagger import File, QueryError
-
-from pipelines.airbyte_ci.connectors.build_image.steps.common import LoadContainerToLocalDockerHost
-from pipelines.airbyte_ci.connectors.build_image.steps.java_connectors import (
-    BuildConnectorDistributionTar,
-    BuildConnectorImages,
-    dist_tar_directory_path,
-)
-from pipelines.airbyte_ci.connectors.build_image.steps.normalization import BuildOrPullNormalization
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-from pipelines.airbyte_ci.connectors.test.steps.common import AcceptanceTests
-from pipelines.airbyte_ci.steps.gradle import GradleTask
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.dagger.actions.system import docker
-from pipelines.helpers.execution.run_steps import StepToRun
-from pipelines.helpers.utils import export_container_to_tarball
-from pipelines.models.steps import STEP_PARAMS, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from typing import Callable, Dict, List, Optional
-
-    from pipelines.helpers.execution.run_steps import RESULTS_DICT, STEP_TREE
-
-
-class IntegrationTests(GradleTask):
-    """A step to run integrations tests for Java connectors using the integrationTestJava Gradle task."""
-
-    title = "Java Connector Integration Tests"
-    gradle_task_name = "integrationTestJava"
-    mount_connector_secrets = True
-    bind_to_docker_host = True
-    with_test_artifacts = True
-
-    @property
-    def default_params(self) -> STEP_PARAMS:
-        return super().default_params | {
-            # Exclude the assemble task to avoid a circular dependency on airbyte-ci.
-            # The integrationTestJava gradle task depends on assemble, which in turns
-            # depends on buildConnectorImage to build the connector's docker image.
-            # At this point, the docker image has already been built.
-            "-x": ["assemble"],
-        }
-
-
-class UnitTests(GradleTask):
-    """A step to run unit tests for Java connectors."""
-
-    title = "Java Connector Unit Tests"
-    gradle_task_name = "test"
-    bind_to_docker_host = True
-    with_test_artifacts = True
-
-
-def _get_normalization_steps(context: ConnectorTestContext) -> List[StepToRun]:
-    normalization_image = f"{context.connector.normalization_repository}:dev"
-    context.logger.info(f"This connector supports normalization: will build {normalization_image}.")
-    normalization_steps = [
-        StepToRun(
-            id=CONNECTOR_TEST_STEP_ID.BUILD_NORMALIZATION,
-            step=BuildOrPullNormalization(context, normalization_image, LOCAL_BUILD_PLATFORM),
-            depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-        )
-    ]
-
-    return normalization_steps
-
-
-def _get_acceptance_test_steps(context: ConnectorTestContext) -> List[StepToRun]:
-    """
-    Generate the steps to run the acceptance tests for a Java connector.
-    """
-
-    # Run tests in parallel
-    return [
-        StepToRun(
-            id=CONNECTOR_TEST_STEP_ID.INTEGRATION,
-            step=IntegrationTests(context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.INTEGRATION)),
-            depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-        ),
-        StepToRun(
-            id=CONNECTOR_TEST_STEP_ID.ACCEPTANCE,
-            step=AcceptanceTests(
-                context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.ACCEPTANCE), concurrent_test_run=False
-            ),
-            args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-            depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-        ),
-    ]
-
-
-def get_test_steps(context: ConnectorTestContext) -> STEP_TREE:
-    """
-    Get all the tests steps for a Java connector.
-    """
-
-    steps: STEP_TREE = [
-        [StepToRun(id=CONNECTOR_TEST_STEP_ID.BUILD_TAR, step=BuildConnectorDistributionTar(context))],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.UNIT,
-                step=UnitTests(context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.UNIT)),
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD_TAR],
-            )
-        ],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.BUILD,
-                step=BuildConnectorImages(context),
-                args=lambda results: {"dist_dir": results[CONNECTOR_TEST_STEP_ID.BUILD_TAR].output.directory("build/distributions")},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD_TAR],
-            )
-        ],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.LOAD_IMAGE_TO_LOCAL_DOCKER_HOST,
-                step=LoadContainerToLocalDockerHost(context, image_tag="dev"),
-                args=lambda results: {"containers": results[CONNECTOR_TEST_STEP_ID.BUILD].output},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-        ],
-    ]
-
-    if context.connector.supports_normalization:
-        normalization_steps = _get_normalization_steps(context)
-        steps.append(normalization_steps)
-
-    acceptance_test_steps = _get_acceptance_test_steps(context)
-    steps.append(acceptance_test_steps)
-
-    return steps
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/manifest_only_connectors.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/manifest_only_connectors.py
deleted file mode 100644
index 5c7aa88ced54..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/manifest_only_connectors.py
+++ /dev/null
@@ -1,172 +0,0 @@
-#
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups steps made to run tests for a specific manifest only connector given a test context."""
-
-from typing import List, Sequence, Tuple
-
-from dagger import Container, File
-
-from pipelines.airbyte_ci.connectors.build_image.steps.manifest_only_connectors import BuildConnectorImages
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-from pipelines.airbyte_ci.connectors.test.steps.common import AcceptanceTests, IncrementalAcceptanceTests, LiveTests
-from pipelines.airbyte_ci.connectors.test.steps.python_connectors import PytestStep
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.dagger.actions import secrets
-from pipelines.helpers.execution.run_steps import STEP_TREE, StepToRun
-
-
-def get_test_steps(context: ConnectorTestContext) -> STEP_TREE:
-    """
-    Get all the tests steps for a Python connector.
-    """
-
-    return [
-        [StepToRun(id=CONNECTOR_TEST_STEP_ID.BUILD, step=BuildConnectorImages(context))],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.UNIT,
-                step=ManifestOnlyConnectorUnitTests(context),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.ACCEPTANCE,
-                step=AcceptanceTests(
-                    context,
-                    concurrent_test_run=context.concurrent_cat,
-                    secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.ACCEPTANCE),
-                ),
-                args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.CONNECTOR_LIVE_TESTS,
-                step=LiveTests(context),
-                args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-        ],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INCREMENTAL_ACCEPTANCE,
-                step=IncrementalAcceptanceTests(context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.ACCEPTANCE)),
-                args=lambda results: {"current_acceptance_tests_result": results[CONNECTOR_TEST_STEP_ID.ACCEPTANCE]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.ACCEPTANCE],
-            )
-        ],
-    ]
-
-
-class ManifestOnlyConnectorUnitTests(PytestStep):
-    """A step to run unit tests for a manifest-only connector"""
-
-    title = "Manifest-only unit tests"
-    test_directory_name = "unit_tests"
-    common_test_dependencies = ["freezegun", "pytest", "pytest-mock", "requests-mock"]
-
-    async def install_testing_environment(
-        self,
-        built_connector_container: Container,
-        test_config_file_name: str,
-        test_config_file: File,
-        extra_dependencies_names: Sequence[str],
-    ) -> Container:
-        """Install the testing environment for manifest-only connectors."""
-
-        connector_name = self.context.connector.technical_name
-        # Use a simpler path structure to match what the CDK expects
-        test_dir = "/tmp/test_environment"
-        connector_base_path = f"{test_dir}/airbyte-integrations/connectors"
-        connector_path = f"{connector_base_path}/{connector_name}"
-
-        # Get the proper user from the container
-        user = await built_connector_container.user()
-        if not user:
-            user = "root"
-
-        # Set up base test environment with reset entrypoint
-        test_environment = built_connector_container.with_entrypoint([])
-
-        # Create test directories with proper permissions
-        test_environment = (
-            test_environment.with_user("root")  # Temporarily switch to root to create directories
-            .with_exec(["mkdir", "-p", test_dir, connector_base_path, connector_path, f"{connector_path}/{self.test_directory_name}"])
-            .with_workdir(test_dir)
-        )
-
-        # Mount the connector directory and files
-        connector_dir = await self.context.get_connector_dir()
-
-        # Check what files are in the connector directory to identify components.py
-        connector_entries = await connector_dir.entries()
-        self.logger.info(f"Files in connector directory: {connector_entries}")
-
-        # Mount the entire connector directory to ensure all files (especially components.py) are available
-        test_environment = test_environment.with_mounted_directory(connector_path, connector_dir)
-
-        # Get and mount the unit_tests directory specifically
-        unit_tests_dir = connector_dir.directory(self.test_directory_name)
-        unit_tests_path = f"{connector_path}/{self.test_directory_name}"
-
-        # Mount secrets
-        secret_mounting_function = await secrets.mounted_connector_secrets(self.context, f"{test_dir}/secrets", self.secrets, owner=user)
-
-        # Apply secrets and set up Python path
-        test_environment = test_environment.with_(secret_mounting_function).with_env_variable(
-            "PYTHONPATH", f"{connector_base_path}:{connector_path}:{unit_tests_path}:{test_dir}"
-        )
-
-        # Create symlink to source-declarative-manifest
-        test_environment = test_environment.with_exec(["ln", "-s", "/source-declarative-manifest", connector_path])
-
-        # Set working directory to unit tests path
-        test_environment = test_environment.with_workdir(unit_tests_path)
-
-        # Install Poetry
-        test_environment = test_environment.with_exec(["echo", "=== INSTALLING POETRY ==="]).with_exec(["pip", "install", "poetry"])
-
-        # Install dependencies directly with Poetry
-        test_environment = test_environment.with_exec(
-            ["poetry", "config", "virtualenvs.create", "false"]  # Disable virtualenv creation
-        ).with_exec(
-            ["poetry", "install", "--no-root"]  # Install dependencies without the root package
-        )
-
-        # Install common test dependencies. This shouldn't be needed as we're now
-        # using the connector's pyproject.toml, but it's here to support MO connectors
-        # that might have dependencies not listed in the pyproject.toml.
-        if self.common_test_dependencies:
-            test_environment = test_environment.with_exec(["echo", "=== INSTALLING COMMON TEST DEPENDENCIES ==="]).with_exec(
-                ["pip", "install"] + self.common_test_dependencies
-            )
-
-        # Set ownership of all files to the proper user and switch to that user
-        test_environment = test_environment.with_exec(["chown", "-R", f"{user}:{user}", test_dir]).with_user(user)
-
-        return test_environment
-
-    async def get_config_file_name_and_file(self) -> Tuple[str, File]:
-        """
-        Get the config file name and file to use for pytest.
-        For manifest-only connectors, we expect the poetry config to be found
-        in the unit_tests directory.
-        """
-        connector_name = self.context.connector.technical_name
-        connector_dir = await self.context.get_connector_dir()
-        unit_tests_dir = connector_dir.directory(self.test_directory_name)
-        unit_tests_entries = await unit_tests_dir.entries()
-        if self.PYPROJECT_FILE_NAME in unit_tests_entries:
-            config_file_name = self.PYPROJECT_FILE_NAME
-            test_config = unit_tests_dir.file(self.PYPROJECT_FILE_NAME)
-            self.logger.info(f"Found {self.PYPROJECT_FILE_NAME} in the unit_tests directory for {connector_name}, using it for testing.")
-            return config_file_name, test_config
-        else:
-            raise FileNotFoundError(f"Could not find {self.PYPROJECT_FILE_NAME} in the unit_tests directory for {connector_name}.")
-
-    def get_pytest_command(self, test_config_file_name: str) -> List[str]:
-        """Get the pytest command to run."""
-        cmd = ["pytest", "-v", ".", "-c", test_config_file_name] + self.params_as_cli_options
-        return ["poetry", "run"] + cmd
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py
deleted file mode 100644
index 5bb2f962f3c0..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/python_connectors.py
+++ /dev/null
@@ -1,326 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups steps made to run tests for a specific Python connector given a test context."""
-
-from abc import ABC, abstractmethod
-from typing import List, Sequence, Tuple
-
-import dpath.util
-from dagger import Container, File
-
-import pipelines.dagger.actions.python.common
-import pipelines.dagger.actions.system.docker
-from pipelines import hacks
-from pipelines.airbyte_ci.connectors.build_image.steps.python_connectors import BuildConnectorImages
-from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-from pipelines.airbyte_ci.connectors.test.steps.common import AcceptanceTests, IncrementalAcceptanceTests, LiveTests
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.dagger.actions import secrets
-from pipelines.dagger.actions.python.poetry import with_poetry
-from pipelines.helpers.execution.run_steps import STEP_TREE, StepToRun
-from pipelines.helpers.utils import raise_if_not_user
-from pipelines.models.steps import STEP_PARAMS, Step, StepResult
-
-# Pin the PyAirbyte version to avoid updates from breaking CI
-PYAIRBYTE_VERSION = "0.35.1"
-
-
-class PytestStep(Step, ABC):
-    """An abstract class to run pytest tests and evaluate success or failure according to pytest logs."""
-
-    context: ConnectorTestContext
-
-    PYTEST_INI_FILE_NAME = "pytest.ini"
-    PYPROJECT_FILE_NAME = "pyproject.toml"
-    common_test_dependencies: List[str] = []
-
-    skipped_exit_code = 5
-    bind_to_docker_host = False
-    accept_extra_params = True
-
-    @property
-    def default_params(self) -> STEP_PARAMS:
-        """Default pytest options.
-
-        Returns:
-            dict: The default pytest options.
-        """
-        return super().default_params | {
-            "-s": [],  # Disable capturing stdout/stderr in pytest
-        }
-
-    @property
-    @abstractmethod
-    def test_directory_name(self) -> str:
-        raise NotImplementedError("test_directory_name must be implemented in the child class.")
-
-    @property
-    def extra_dependencies_names(self) -> Sequence[str]:
-        if self.context.connector.is_using_poetry:
-            return ("dev",)
-        return ("dev", "tests")
-
-    async def _run(self, connector_under_test: Container) -> StepResult:
-        """Run all pytest tests declared in the test directory of the connector code.
-
-        Args:
-            connector_under_test (Container): The connector under test container.
-
-        Returns:
-            StepResult: Failure or success of the unit tests with stdout and stdout.
-        """
-        if not await self.check_if_tests_are_available(self.test_directory_name):
-            return self.skip(f"No {self.test_directory_name} directory found in the connector.")
-
-        test_config_file_name, test_config_file = await self.get_config_file_name_and_file()
-        test_environment = await self.install_testing_environment(
-            connector_under_test, test_config_file_name, test_config_file, self.extra_dependencies_names
-        )
-
-        pytest_command = self.get_pytest_command(test_config_file_name)
-
-        if self.bind_to_docker_host:
-            test_environment = await pipelines.dagger.actions.system.docker.with_bound_docker_host(self.context, test_environment)
-
-        test_execution = test_environment.with_exec(pytest_command)
-
-        return await self.get_step_result(test_execution)
-
-    def get_pytest_command(self, test_config_file_name: str) -> List[str]:
-        """Get the pytest command to run.
-
-        Returns:
-            List[str]: The pytest command to run.
-        """
-        cmd = ["pytest", self.test_directory_name, "-c", test_config_file_name] + self.params_as_cli_options
-        if self.context.connector.is_using_poetry:
-            return ["poetry", "run"] + cmd
-        return cmd
-
-    async def check_if_tests_are_available(self, test_directory_name: str) -> bool:
-        """Check if the tests are available in the connector directory.
-
-        Returns:
-            bool: True if the tests are available.
-        """
-        connector_dir = await self.context.get_connector_dir()
-        connector_dir_entries = await connector_dir.entries()
-        return test_directory_name in connector_dir_entries
-
-    async def get_config_file_name_and_file(self) -> Tuple[str, File]:
-        """Get the config file name and file to use for pytest.
-
-        The order of priority is:
-        - pytest.ini file in the connector directory
-        - pyproject.toml file in the connector directory
-        - pyproject.toml file in the repository directory
-
-        Returns:
-            Tuple[str, File]: The config file name and file to use for pytest.
-        """
-        connector_dir = await self.context.get_connector_dir()
-        connector_dir_entries = await connector_dir.entries()
-        if self.PYTEST_INI_FILE_NAME in connector_dir_entries:
-            config_file_name = self.PYTEST_INI_FILE_NAME
-            test_config = (await self.context.get_connector_dir(include=[self.PYTEST_INI_FILE_NAME])).file(self.PYTEST_INI_FILE_NAME)
-            self.logger.info(f"Found {self.PYTEST_INI_FILE_NAME}, using it for testing.")
-        elif self.PYPROJECT_FILE_NAME in connector_dir_entries:
-            config_file_name = self.PYPROJECT_FILE_NAME
-            test_config = (await self.context.get_connector_dir(include=[self.PYPROJECT_FILE_NAME])).file(self.PYPROJECT_FILE_NAME)
-            self.logger.info(f"Found {self.PYPROJECT_FILE_NAME} at connector level, using it for testing.")
-        else:
-            config_file_name = f"global_{self.PYPROJECT_FILE_NAME}"
-            test_config = (await self.context.get_repo_dir(include=[self.PYPROJECT_FILE_NAME])).file(self.PYPROJECT_FILE_NAME)
-            self.logger.info(f"Found {self.PYPROJECT_FILE_NAME} at repo level, using it for testing.")
-        return config_file_name, test_config
-
-    async def install_testing_environment(
-        self,
-        built_connector_container: Container,
-        test_config_file_name: str,
-        test_config_file: File,
-        extra_dependencies_names: Sequence[str],
-    ) -> Container:
-        """Install the connector with the extra dependencies in /test_environment.
-
-        Args:
-            extra_dependencies_names (List[str]): Extra dependencies to install.
-
-        Returns:
-            Container: The container with the test environment installed.
-        """
-        user = await BuildConnectorImages.get_image_user(built_connector_container)
-        secret_mounting_function = await secrets.mounted_connector_secrets(self.context, "secrets", self.secrets, owner=user)
-
-        container_with_test_deps = (
-            # Install the connector python package in /test_environment with the extra dependencies
-            await pipelines.dagger.actions.python.common.with_python_connector_installed(
-                self.context,
-                # Reset the entrypoint to run non airbyte commands
-                built_connector_container.with_entrypoint([]),
-                str(self.context.connector.code_directory),
-                user,
-                additional_dependency_groups=extra_dependencies_names,
-            )
-        )
-        if self.common_test_dependencies:
-            container_with_test_deps = container_with_test_deps.with_user("root").with_exec(
-                ["pip", "install"] + self.common_test_dependencies
-            )
-
-        container_with_test_deps = (
-            container_with_test_deps
-            # Mount the test config file
-            .with_mounted_file(test_config_file_name, test_config_file, owner=user)
-            # Mount the secrets
-            .with_(secret_mounting_function)
-            .with_env_variable("PYTHONPATH", ".")
-            # Make sure all files that were created or mounted under /airbyte are owned by the user
-            .with_user("root")
-            .with_exec(["chown", "-R", f"{user}:{user}", "/airbyte"])
-            .with_user(user)
-        )
-
-        await raise_if_not_user(container_with_test_deps, user)
-        return container_with_test_deps
-
-
-class UnitTests(PytestStep):
-    """A step to run the connector unit tests with Pytest."""
-
-    title = "Unit tests"
-    test_directory_name = "unit_tests"
-
-    common_test_dependencies = ["pytest-cov==4.1.0"]
-    MINIMUM_COVERAGE_FOR_CERTIFIED_CONNECTORS = 90
-
-    @property
-    def default_params(self) -> STEP_PARAMS:
-        """Make sure the coverage computation is run for the unit tests.
-
-        Returns:
-            dict: The default pytest options.
-        """
-        coverage_options = {"--cov": [self.context.connector.technical_name.replace("-", "_")]}
-        if self.context.connector.support_level == "certified":
-            coverage_options["--cov-fail-under"] = [str(self.MINIMUM_COVERAGE_FOR_CERTIFIED_CONNECTORS)]
-        return super().default_params | coverage_options
-
-
-class PyAirbyteValidation(Step):
-    """Validate the connector can be installed and invoked via Python, using PyAirbyte.
-
-    When this fails, it generally signals that the connector is not installable or not
-    runnable in a Python environment. The most common reasons for this are:
-    1. Conflicting dependencies.
-    2. Missing dependency declarations.
-    3. Incorrect or invalid CLI entrypoints.
-    """
-
-    title = "Python CLI smoke test using PyAirbyte"
-
-    context: ConnectorTestContext
-
-    async def _run(self, connector_under_test: Container) -> StepResult:
-        """Run all pytest tests declared in the test directory of the connector code.
-        Args:
-            connector_under_test (Container): The connector under test container.
-        Returns:
-            StepResult: Failure or success of the unit tests with stdout and stdout.
-        """
-        if dpath.util.get(self.context.connector.metadata, "remoteRegistries/pypi/enabled", default=False) is False:
-            return self.skip("Connector is not flagged for PyPI publish, skipping Python CLI validation.")
-
-        test_environment = await self.install_testing_environment(with_poetry(self.context))
-        test_execution = test_environment.with_(
-            hacks.never_fail_exec(
-                [
-                    "pyab",
-                    "validate",
-                    f"--connector={self.context.connector.technical_name}",
-                    "--pip-url='.'",
-                ]
-            )
-        )
-
-        return await self.get_step_result(test_execution)
-
-    async def install_testing_environment(
-        self,
-        built_connector_container: Container,
-    ) -> Container:
-        """Add PyAirbyte and secrets to the test environment."""
-        context: ConnectorTestContext = self.context
-
-        container_with_test_deps = await pipelines.dagger.actions.python.common.with_python_package(
-            self.context, built_connector_container.with_entrypoint([]), str(context.connector.code_directory)
-        )
-        return container_with_test_deps.with_exec(["pip", "install", f"airbyte=={PYAIRBYTE_VERSION}"], use_entrypoint=True)
-
-
-class IntegrationTests(PytestStep):
-    """A step to run the connector integration tests with Pytest."""
-
-    title = "Integration tests"
-    test_directory_name = "integration_tests"
-
-    bind_to_docker_host = True
-
-
-def get_test_steps(context: ConnectorTestContext) -> STEP_TREE:
-    """
-    Get all the tests steps for a Python connector.
-    """
-
-    return [
-        [StepToRun(id=CONNECTOR_TEST_STEP_ID.BUILD, step=BuildConnectorImages(context))],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.UNIT,
-                step=UnitTests(context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.UNIT)),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            )
-        ],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INTEGRATION,
-                step=IntegrationTests(context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.INTEGRATION)),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.PYTHON_CLI_VALIDATION,
-                step=PyAirbyteValidation(context),
-                args=lambda results: {"connector_under_test": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.ACCEPTANCE,
-                step=AcceptanceTests(
-                    context,
-                    concurrent_test_run=context.concurrent_cat,
-                    secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.ACCEPTANCE),
-                ),
-                args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.CONNECTOR_LIVE_TESTS,
-                step=LiveTests(context),
-                args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-            ),
-        ],
-        [
-            StepToRun(
-                id=CONNECTOR_TEST_STEP_ID.INCREMENTAL_ACCEPTANCE,
-                step=IncrementalAcceptanceTests(context, secrets=context.get_secrets_for_step_id(CONNECTOR_TEST_STEP_ID.ACCEPTANCE)),
-                args=lambda results: {"current_acceptance_tests_result": results[CONNECTOR_TEST_STEP_ID.ACCEPTANCE]},
-                depends_on=[CONNECTOR_TEST_STEP_ID.ACCEPTANCE],
-            )
-        ],
-    ]
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/templates/test_report.html.j2 b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/templates/test_report.html.j2
deleted file mode 100644
index ea732afba2eb..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/templates/test_report.html.j2
+++ /dev/null
@@ -1,201 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-  <title>{{ connector_name }} test report</title>
-  <meta charset="UTF-8">
-  <meta name="viewport" content="width=device-width, initial-scale=1">
-  <style>
-    body {
-      font-family: Arial, sans-serif;
-      margin: 20px;
-      background-color: #131226;
-      color: #fff;
-    }
-    a {
-      color: #fff;
-    }
-    h1 {
-      color: #fff;
-    }
-    ul {
-      list-style-type: none;
-      padding-inline-start: 0px;
-    }
-    li {
-      margin-bottom: 5px;
-    }
-    table {
-      border-collapse: collapse;
-      margin-top: 20px;
-      color: #fff;
-      border: 1px solid rgba(203, 203, 221, 0.25);
-    }
-    th, td {
-      padding: 8px;
-      text-align: left;
-      border: 1px solid rgba(203, 203, 221, 0.25);
-    }
-    caption {
-      font-weight: bold;
-      margin-bottom: 10px;
-    }
-    pre {
-      background-color: #222;
-      padding: 10px;
-      color: #fff;
-      overflow: auto;
-    }
-    .wrap-collabsible {
-      margin-bottom: 10px;
-      border: 1px solid rgba(203, 203, 221, 0.25);
-    }
-    input[type='checkbox'] {
-      display: none;
-    }
-    .lbl-toggle {
-      display: block;
-      padding: 1rem;
-      cursor: pointer;
-      border-radius: 0;
-      transition: all 0.25s ease-out;
-    }
-    .lbl-toggle:hover {
-      color: black;
-    }
-    .lbl-toggle::before {
-      content: ' ';
-      display: inline-block;
-      border-top: 5px solid transparent;
-      border-bottom: 5px solid transparent;
-      border-left: 5px solid currentColor;
-      vertical-align: middle;
-      margin-right: .7rem;
-      transform: translateY(-2px);
-      transition: transform .2s ease-out;
-    }
-    .toggle:checked + .lbl-toggle::before {
-      transform: rotate(90deg) translateX(-3px);
-    }
-    .collapsible-content {
-      max-height: 0px;
-      overflow: auto;
-      transition: max-height .25s ease-in-out;
-    }
-    .toggle:checked + .lbl-toggle + .collapsible-content {
-      max-height: 70vh;
-    }
-    .toggle:checked + .lbl-toggle {
-      border-bottom-right-radius: 0;
-      border-bottom-left-radius: 0;
-    }
-    .collapsible-content .content-inner {
-      background-color: rgba(43, 47, 70, 0.25);
-      padding: .5rem 1rem;
-    }
-    pre {
-      background-color: rgba(43, 47, 70, 0.25);
-    }
-    .success {
-      background-color: #366a3e;
-    }
-    .failure {
-      background-color: #88083C;
-    }
-    .skipped {
-      background-color: #c0c02b;
-    }
-    .std {
-      font-style: italic;
-      font-family: monospace;
-    }
-  </style>
-</head>
-<script>
-function copyToClipBoard(htmlElement) {
-  var copyText = htmlElement.parentNode.parentNode.getElementsByTagName('pre')[0].innerText;
-  htmlElement.parentNode.parentNode.getElementsByTagName('pre')[0].setSelectionRange
-
-  navigator.clipboard.writeText(copyText);
-}
-</script>
-<body>
-  <h1><img src="{{ icon_url }}" width="40" height="40"> {{ connector_name }} test report</h1>
-  <ul>
-    <li><b>Created at:</b> {{ created_at }} UTC</li>
-    <li><b>Run duration:</b> {{ format_duration(run_duration) }}</li>
-    {% if commit_url %}
-    <li><b>Commit:</b> <a href="{{ commit_url }}">{{ git_revision[:10] }}</a></li>
-    {% else %}
-    <li><b>Commit:</b> {{ git_revision[:10] }}</li>
-    {% endif %}
-    <li><b>Branch:</b> {{ git_branch }}</li>
-    {% if gha_workflow_run_url %}
-    <br>
-    <li><b><a href="{{ gha_workflow_run_url }}">Github Actions logs</a></b></li>
-    {% endif %}
-    {% if dagger_logs_url %}
-    <li><b><a href="{{ dagger_logs_url }}">Dagger logs</a></b></li>
-    {% endif %}
-    {% if dagger_cloud_url %}
-    <li><b><a href="{{ dagger_cloud_url }}">Dagger Cloud UI</a></b></li>
-    {% endif %}
-  </ul>
-  <h2>Summary</h2>
-  <table>
-    <tr>
-      <th>Step</th>
-      <th>Status</th>
-      <th>Duration</th>
-    </tr>
-    {% for step_result in step_results %}
-    <tr>
-      <td>{{ step_result.step.title }}</td>
-      <td>{{ step_result.status }}</td>
-      <td>{{ format_duration(step_result.step.run_duration) }}</td>
-    </tr>
-    {% endfor %}
-  </table>
-  <h2>Step details</h2>
-  {% for step_result in step_results %}
-  <div class="wrap-collabsible">
-    <input id="{{ step_result.step.title }}" class="toggle" type="checkbox">
-    {% if step_result.status == StepStatus.SUCCESS %}
-      <label for="{{ step_result.step.title }}" class="lbl-toggle success">{{ step_result.step.title }} | {{ format_duration(step_result.step.run_duration) }}</label>
-    {% elif step_result.status == StepStatus.FAILURE %}
-      {% if not step_result.consider_in_overall_status %}
-      <label for="{{ step_result.step.title }}" class="lbl-toggle failure">{{ step_result.step.title }} | Ignored (Failed) | {{ format_duration(step_result.step.run_duration) }}</label>
-      {% else %}
-      <label for="{{ step_result.step.title }}" class="lbl-toggle failure">{{ step_result.step.title }} | {{ format_duration(step_result.step.run_duration) }}</label>
-      {% endif %}
-    {% else %}
-      <label for="{{ step_result.step.title }}" class="lbl-toggle">{{ step_result.step.title }} | {{ format_duration(step_result.step.run_duration) }}</label>
-    {% endif %}
-    <div class="collapsible-content">
-      {% if step_result_to_artifact_links[step_result.step.title] %}
-      <h3>Artifacts</h3>
-      <ul>
-      {% for artifact in step_result_to_artifact_links[step_result.step.title] %}
-        <li><a href="{{ artifact.url }}" download>{{ artifact.name }}</a></li>
-      {% endfor %}
-      </ul>
-      {% endif %}
-      <div class="content-inner">
-        {% if step_result.report %}
-        <div>{{ step_result.report }}</div>
-        {% else %}
-        {% if step_result.stdout %}
-        <span class="std">Standard output(<button onclick="copyToClipBoard(this)">Copy to clipboard</button>):</span>
-        <pre>{{ step_result.stdout|e }}</pre>
-        {% endif %}
-        {% if step_result.stderr %}
-        <span class="std">Standard error(<button onclick="copyToClipBoard(this)">Copy to clipboard</button>):</span>
-        <pre>{{ step_result.stderr|e }}</pre>
-        {% endif %}
-        {% endif %}
-      </div>
-    </div>
-  </div>
-  {% endfor %}
-  <p style="margin-top: 50px"><em>These reports are generated from <a href="https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/test/steps/templates/test_report.html.j2">this code</a>, please reach out to the Connector Operations team for support.</em></p>
-</body>
-</html>
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/commands.py
deleted file mode 100644
index 03111abf2ef1..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/commands.py
+++ /dev/null
@@ -1,76 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import List
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.up_to_date.pipeline import run_connector_up_to_date_pipeline
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.helpers.connectors.command import run_connector_pipeline
-
-
-@click.command(
-    cls=DaggerPipelineCommand,
-    short_help="Get the selected connectors up to date.",
-)
-@click.option(
-    "--dep",
-    type=str,
-    multiple=True,
-    default=[],
-    help="Give a specific set of `poetry add` dependencies to update. For example: --dep airbyte-cdk==0.80.0 --dep pytest@^6.2",
-)
-@click.option(
-    "--create-prs",
-    is_flag=True,
-    type=bool,
-    default=False,
-    help="Create pull requests for updated connectors",
-)
-@click.option(
-    "--auto-merge",
-    is_flag=True,
-    type=bool,
-    default=False,
-    help="Set the auto-merge label on the create pull requests",
-)
-@click.option(
-    "--no-bump",
-    is_flag=True,
-    type=bool,
-    default=False,
-    help="Don't bump or changelog",
-)
-@click.option(
-    "--open-reports",
-    is_flag=True,
-    type=bool,
-    default=False,
-    help="Auto open reports in browser",
-)
-@click.pass_context
-async def up_to_date(
-    ctx: click.Context,
-    dep: List[str],
-    create_prs: bool,
-    auto_merge: bool,
-    no_bump: bool,
-    open_reports: bool,
-) -> bool:
-    if create_prs and not ctx.obj["ci_github_access_token"]:
-        raise click.ClickException(
-            "GitHub access token is required to create or simulate a pull request. Set the CI_GITHUB_ACCESS_TOKEN environment variable."
-        )
-
-    return await run_connector_pipeline(
-        ctx,
-        "Get Python connector up to date",
-        open_reports,
-        run_connector_up_to_date_pipeline,
-        create_prs,
-        auto_merge,
-        dep,
-        not no_bump,
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/pipeline.py
deleted file mode 100644
index ec91373fb279..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/pipeline.py
+++ /dev/null
@@ -1,204 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from datetime import datetime, timezone
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-from jinja2 import Environment, PackageLoader, select_autoescape
-
-from pipelines import hacks
-from pipelines.airbyte_ci.connectors.build_image.steps import run_connector_build
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport
-from pipelines.airbyte_ci.steps.base_image import UpdateBaseImageMetadata
-from pipelines.airbyte_ci.steps.bump_version import BumpConnectorVersion
-from pipelines.airbyte_ci.steps.changelog import AddChangelogEntry
-from pipelines.airbyte_ci.steps.pull_request import CreateOrUpdatePullRequest
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-
-from .steps import DependencyUpdate, GetDependencyUpdates, PoetryUpdate
-
-if TYPE_CHECKING:
-    from typing import Dict, Iterable, List, Set, Tuple
-
-    from anyio import Semaphore
-    from github import PullRequest
-
-    from pipelines.models.steps import StepResult
-
-UP_TO_DATE_PR_LABEL = "up-to-date"
-AUTO_MERGE_PR_LABEL = "auto-merge"
-DEFAULT_PR_LABELS = [UP_TO_DATE_PR_LABEL]
-BUMP_TYPE = "patch"
-CHANGELOG_ENTRY_COMMENT = "Update dependencies"
-
-
-## HELPER FUNCTIONS
-
-
-def get_pr_body(context: ConnectorContext, step_results: Iterable[StepResult], dependency_updates: Iterable[DependencyUpdate]) -> str:
-    env = Environment(
-        loader=PackageLoader("pipelines.airbyte_ci.connectors.up_to_date"),
-        autoescape=select_autoescape(),
-        trim_blocks=False,
-        lstrip_blocks=True,
-    )
-    template = env.get_template("up_to_date_pr_body.md.j2")
-    latest_docker_image = f"{context.connector.metadata['dockerRepository']}:latest"
-    return template.render(
-        connector_technical_name=context.connector.technical_name,
-        step_results=step_results,
-        dependency_updates=dependency_updates,
-        connector_latest_docker_image=latest_docker_image,
-    )
-
-
-def get_pr_creation_arguments(
-    modified_files: Iterable[Path],
-    context: ConnectorContext,
-    step_results: Iterable[StepResult],
-    dependency_updates: Iterable[DependencyUpdate],
-) -> Tuple[Tuple, Dict]:
-    return (
-        (modified_files,),
-        {
-            "branch_id": f"up-to-date/{context.connector.technical_name}",
-            "commit_message": "[up-to-date]"  # << We can skip Vercel builds if this is in the commit message
-            + "; ".join(step_result.step.title for step_result in step_results if step_result.success),
-            "pr_title": f"deps({context.connector.technical_name}): 🐙 update dependencies [{datetime.now(timezone.utc).strftime('%Y-%m-%d')}]",
-            "pr_body": get_pr_body(context, step_results, dependency_updates),
-        },
-    )
-
-
-## MAIN FUNCTION
-async def run_connector_up_to_date_pipeline(
-    context: ConnectorContext,
-    semaphore: "Semaphore",
-    create_pull_request: bool = False,
-    auto_merge: bool = False,
-    specific_dependencies: List[str] = [],
-    bump_connector_version: bool = True,
-) -> ConnectorReport:
-    async with semaphore:
-        async with context:
-            step_results: List[StepResult] = []
-            all_modified_files: Set[Path] = set()
-            created_pr: PullRequest.PullRequest | None = None
-            new_version: str | None = None
-
-            connector_directory = await context.get_connector_dir()
-            upgrade_base_image_in_metadata = UpdateBaseImageMetadata(context, connector_directory)
-            upgrade_base_image_in_metadata_result = await upgrade_base_image_in_metadata.run()
-            step_results.append(upgrade_base_image_in_metadata_result)
-            if upgrade_base_image_in_metadata_result.success:
-                connector_directory = upgrade_base_image_in_metadata_result.output["updated_connector_directory"]
-                exported_modified_files = await upgrade_base_image_in_metadata.export_modified_files(context.connector.code_directory)
-                context.logger.info(f"Exported files following the base image upgrade: {exported_modified_files}")
-                all_modified_files.update(exported_modified_files)
-
-            if context.connector.is_using_poetry:
-                # We run the poetry update step after the base image upgrade because the base image upgrade may change the python environment
-                poetry_update = PoetryUpdate(context, connector_directory, specific_dependencies=specific_dependencies)
-                poetry_update_result = await poetry_update.run()
-                step_results.append(poetry_update_result)
-                if poetry_update_result.success:
-                    exported_modified_files = await poetry_update.export_modified_files(context.connector.code_directory)
-                    context.logger.info(f"Exported files following the Poetry update: {exported_modified_files}")
-                    all_modified_files.update(exported_modified_files)
-                    connector_directory = poetry_update_result.output
-
-            one_previous_step_is_successful = any(step_result.success for step_result in step_results)
-
-            # NOTE:
-            # BumpConnectorVersion will already work for manifest-only and Java connectors too
-            if bump_connector_version and one_previous_step_is_successful:
-                bump_version = BumpConnectorVersion(context, connector_directory, BUMP_TYPE)
-                bump_version_result = await bump_version.run()
-                step_results.append(bump_version_result)
-                if bump_version_result.success:
-                    new_version = bump_version.new_version
-                    exported_modified_files = await bump_version.export_modified_files(context.connector.code_directory)
-                    context.logger.info(f"Exported files following the version bump: {exported_modified_files}")
-                    all_modified_files.update(exported_modified_files)
-
-            # Only create the PR if the flag is on, and if there's anything to contribute
-            create_pull_request = create_pull_request and one_previous_step_is_successful and bump_version_result.success
-
-            # We run build and get dependency updates only if we are creating a pull request,
-            # to fill the PR body with the correct information about what exactly got updated.
-            if create_pull_request:
-                # Building connector images is also universal across connector technologies.
-                build_result = await run_connector_build(context)
-                step_results.append(build_result)
-                dependency_updates: List[DependencyUpdate] = []
-
-                if build_result.success:
-                    built_connector_container = build_result.output[LOCAL_BUILD_PLATFORM]
-
-                    # Dependencies here mean Syft deps in the container image itself, not framework-level deps.
-                    get_dependency_updates = GetDependencyUpdates(context)
-                    dependency_updates_result = await get_dependency_updates.run(built_connector_container)
-                    step_results.append(dependency_updates_result)
-                    dependency_updates = dependency_updates_result.output
-
-                # We open a PR even if build is failing.
-                # This might allow a developer to fix the build in the PR.
-                initial_labels = DEFAULT_PR_LABELS + ([AUTO_MERGE_PR_LABEL] if auto_merge else [])
-                initial_pr_creation = CreateOrUpdatePullRequest(
-                    context,
-                    labels=initial_labels,
-                    # Reduce pressure on rate limit, since we need to push a
-                    # a follow-on commit anyway once we have the PR number:
-                    skip_ci=True,
-                )
-                pr_creation_args, pr_creation_kwargs = get_pr_creation_arguments(
-                    all_modified_files, context, step_results, dependency_updates
-                )
-                initial_pr_creation_result = await initial_pr_creation.run(*pr_creation_args, **pr_creation_kwargs)
-                step_results.append(initial_pr_creation_result)
-                if initial_pr_creation_result.success:
-                    created_pr = initial_pr_creation_result.output
-
-            if new_version and created_pr:
-                documentation_directory = await context.get_repo_dir(
-                    include=[str(context.connector.local_connector_documentation_directory)]
-                ).directory(str(context.connector.local_connector_documentation_directory))
-
-                changelog_entry_comment = hacks.determine_changelog_entry_comment(
-                    upgrade_base_image_in_metadata_result, CHANGELOG_ENTRY_COMMENT
-                )
-                add_changelog_entry = AddChangelogEntry(
-                    context, documentation_directory, new_version, changelog_entry_comment, created_pr.number
-                )
-                add_changelog_entry_result = await add_changelog_entry.run()
-                step_results.append(add_changelog_entry_result)
-                if add_changelog_entry_result.success:
-                    # File path modified by the changelog entry step are relative to the repo root
-                    exported_modified_files = await add_changelog_entry.export_modified_files(
-                        context.connector.local_connector_documentation_directory
-                    )
-                    context.logger.info(f"Exported files following the changelog entry: {exported_modified_files}")
-                    all_modified_files.update(exported_modified_files)
-                    final_labels = DEFAULT_PR_LABELS + [AUTO_MERGE_PR_LABEL] if auto_merge else DEFAULT_PR_LABELS
-                    post_changelog_pr_update = CreateOrUpdatePullRequest(
-                        context,
-                        labels=final_labels,
-                        # For this 'up-to-date' pipeline, we want GitHub to merge organically
-                        # if/when all required checks pass. Maintainers can also easily disable
-                        # auto-merge if they want to review or update the PR before merging.
-                        github_auto_merge=auto_merge,
-                        skip_ci=False,
-                    )
-                    pr_creation_args, pr_creation_kwargs = get_pr_creation_arguments(
-                        all_modified_files, context, step_results, dependency_updates
-                    )
-                    post_changelog_pr_update_result = await post_changelog_pr_update.run(*pr_creation_args, **pr_creation_kwargs)
-                    step_results.append(post_changelog_pr_update_result)
-
-            report = ConnectorReport(context, step_results, name="UP-TO-DATE RESULTS")
-            context.report = report
-    return report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/steps.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/steps.py
deleted file mode 100644
index 45bfecc49cfa..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/steps.py
+++ /dev/null
@@ -1,173 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import json
-import os
-import re
-from dataclasses import dataclass
-from enum import Enum
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-import dagger
-from connector_ops.utils import POETRY_LOCK_FILE_NAME, PYPROJECT_FILE_NAME  # type: ignore
-from deepdiff import DeepDiff  # type: ignore
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext, PipelineContext
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.models.steps import Step, StepModifyingFiles, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from typing import List
-
-
-class PoetryUpdate(StepModifyingFiles):
-    context: ConnectorContext
-    dev: bool
-    specified_versions: dict[str, str]
-    title = "Update versions of libraries in poetry"
-
-    def __init__(
-        self,
-        context: PipelineContext,
-        connector_directory: dagger.Directory,
-        dev: bool = False,
-        specific_dependencies: List[str] | None = None,
-    ) -> None:
-        super().__init__(context, connector_directory)
-        self.dev = dev
-        self.specified_versions = self.parse_specific_dependencies(specific_dependencies) if specific_dependencies else {}
-
-    @staticmethod
-    def parse_specific_dependencies(specific_dependencies: List[str]) -> dict[str, str]:
-        package_name_pattern = r"^(\w+)[@><=]([^\s]+)$"
-        versions: dict[str, str] = {}
-        for dep in specific_dependencies:
-            match = re.match(package_name_pattern, dep)
-            if match:
-                package = match.group(1)
-                versions[package] = dep
-            else:
-                raise ValueError(f"Invalid dependency name: {dep}")
-        return versions
-
-    async def _run(self) -> StepResult:
-        connector_directory = self.modified_directory
-        if PYPROJECT_FILE_NAME not in await connector_directory.entries():
-            return StepResult(step=self, status=StepStatus.SKIPPED, stderr=f"Connector does not have a {PYPROJECT_FILE_NAME}")
-
-        base_image_name = self.context.connector.metadata["connectorBuildOptions"]["baseImage"]
-        base_container = self.dagger_client.container(platform=LOCAL_BUILD_PLATFORM).from_(base_image_name)
-        connector_container = base_container.with_mounted_directory("/connector", connector_directory).with_workdir("/connector")
-        original_poetry_lock = await connector_container.file(POETRY_LOCK_FILE_NAME).contents()
-        original_pyproject_file = await connector_container.file(PYPROJECT_FILE_NAME).contents()
-
-        try:
-            for package, version in self.specified_versions.items():
-                if not self.dev:
-                    self.logger.info(f"Add {package} {version} to main dependencies")
-                    connector_container = await connector_container.with_exec(["poetry", "add", f"{package}{version}"], use_entrypoint=True)
-                else:
-                    self.logger.info(f"Add {package} {version} to dev dependencies")
-                    connector_container = await connector_container.with_exec(
-                        ["poetry", "add", f"{package}{version}", "--group=dev"], use_entrypoint=True
-                    )
-
-            connector_container = await connector_container.with_exec(["poetry", "update"], use_entrypoint=True)
-            self.logger.info(await connector_container.stdout())
-        except dagger.ExecError as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e))
-
-        if (
-            original_poetry_lock != await connector_container.file(POETRY_LOCK_FILE_NAME).contents()
-            or original_pyproject_file != await connector_container.file(PYPROJECT_FILE_NAME).contents()
-        ):
-            self.modified_directory = await connector_container.directory(".")
-            self.modified_files = [POETRY_LOCK_FILE_NAME, PYPROJECT_FILE_NAME]
-            return StepResult(step=self, status=StepStatus.SUCCESS, output=connector_container.directory("."))
-
-        return StepResult(step=self, status=StepStatus.SKIPPED, stdout="No changes in poetry.lock or pyproject.toml")
-
-
-class DependencyUpdateType(Enum):
-    ADDED = "added"
-    REMOVED = "removed"
-    UPDATED = "updated"
-
-
-@dataclass
-class DependencyUpdate:
-    package_type: str
-    package_name: str
-    update_type: DependencyUpdateType
-    new_version: str | None = None
-    previous_version: str | None = None
-
-
-class GetDependencyUpdates(Step):
-    SYFT_DOCKER_IMAGE = "anchore/syft:v1.6.0"
-    context: ConnectorContext
-    title: str = "Get dependency updates"
-
-    def get_syft_container(self) -> dagger.Container:
-        home_dir = os.path.expanduser("~")
-        config_path = os.path.join(home_dir, ".docker", "config.json")
-        config_file = self.dagger_client.host().file(config_path)
-        return (
-            self.dagger_client.container()
-            .from_(self.SYFT_DOCKER_IMAGE)
-            .with_mounted_file("/config/config.json", config_file)
-            .with_env_variable("DOCKER_CONFIG", "/config")
-            # Syft requires access to the docker daemon. We share the host's docker socket with the Syft container.
-            .with_unix_socket("/var/run/docker.sock", self.dagger_client.host().unix_socket("/var/run/docker.sock"))
-        )
-
-    @property
-    def latest_connector_docker_image_address(self) -> str:
-        docker_image_name = self.context.connector.metadata["dockerRepository"]
-        return f"{docker_image_name}:latest"
-
-    async def get_sbom_from_latest_image(self) -> str:
-        syft_container = self.get_syft_container()
-        return await syft_container.with_exec([self.latest_connector_docker_image_address, "-o", "syft-json"], use_entrypoint=True).stdout()
-
-    async def get_sbom_from_container(self, container: dagger.Container) -> str:
-        oci_tarball_path = Path(f"/tmp/{self.context.connector.technical_name}-{self.context.connector.version}.tar")
-        await container.export(str(oci_tarball_path))
-        syft_container = self.get_syft_container()
-        container_sbom = await (
-            syft_container.with_mounted_file("/tmp/oci.tar", self.dagger_client.host().file(str(oci_tarball_path)))
-            .with_exec(["/tmp/oci.tar", "-o", "syft-json"], use_entrypoint=True)
-            .stdout()
-        )
-        oci_tarball_path.unlink()
-        return container_sbom
-
-    def get_dependency_updates(self, raw_latest_sbom: str, raw_current_sbom: str) -> List[DependencyUpdate]:
-        latest_sbom = json.loads(raw_latest_sbom)
-        current_sbom = json.loads(raw_current_sbom)
-        latest_packages = {(dep["type"], dep["name"]): dep["version"] for dep in latest_sbom["artifacts"]}
-        current_packages = {(dep["type"], dep["name"]): dep["version"] for dep in current_sbom["artifacts"]}
-        diff = DeepDiff(latest_packages, current_packages)
-        dependency_updates = []
-        diff_type_to_update_type = [
-            ("values_changed", DependencyUpdateType.UPDATED),
-            ("dictionary_item_added", DependencyUpdateType.ADDED),
-            ("dictionary_item_removed", DependencyUpdateType.REMOVED),
-        ]
-        for diff_type, update_type in diff_type_to_update_type:
-            for change in diff.tree.get(diff_type, []):
-                package_type, package_name = change.get_root_key()
-                previous_version, new_version = change.t1, change.t2
-                dependency_updates.append(
-                    DependencyUpdate(package_type, package_name, update_type, previous_version=previous_version, new_version=new_version)
-                )
-        return dependency_updates
-
-    async def _run(self, target_connector_container: dagger.Container) -> StepResult:
-        latest_sbom = await self.get_sbom_from_latest_image()
-        current_sbom = await self.get_sbom_from_container(target_connector_container)
-        dependency_updates = self.get_dependency_updates(latest_sbom, current_sbom)
-        return StepResult(step=self, status=StepStatus.SUCCESS, output=dependency_updates)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/templates/up_to_date_pr_body.md.j2 b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/templates/up_to_date_pr_body.md.j2
deleted file mode 100644
index 6cfe122e6029..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/up_to_date/templates/up_to_date_pr_body.md.j2
+++ /dev/null
@@ -1,32 +0,0 @@
-# Update {{ connector_technical_name }}
-
-This PR was autogenerated by running `airbyte-ci connectors --name={{ connector_technical_name }} up_to_date --pull`
-
-We've set the `auto-merge` label on it, so it will be automatically merged if the CI pipelines pass.
-If you don't want to merge it automatically, please remove the `auto-merge` label.
-Please reach out to the Airbyte Connector Tooling team if you have any questions or concerns.
-
-{% if step_results %}
-## Operations
-{% for step_result in step_results %}
-- {{step_result.step.title}}: {{ step_result.status.value }}
-{% endfor %}
-{% endif %}
-
-{% if dependency_updates %}
-## Dependency updates
-
-We use [`syft`](https://github.com/anchore/syft) to generate a SBOM for the latest connector version and the one from the PR.
-It allows us to spot the dependencies that have been updated at all levels and for all types of dependencies (system, python, java etc.).
-Here are the dependencies that have been updated compared to `{{ connector_latest_docker_image }}`.
-Keep in mind that `:latest` does not always match the connector code on the main branch. 
-It is the latest released connector image when the head commit of this branch was created.
-
-| Type | Name | State | Previous Version | New Version |
-|------|------|-------|-------------|------------------|
-{%- for dependency_update in dependency_updates %}
-| {{ dependency_update.package_type }} | {{ dependency_update.package_name }} | {{ dependency_update.update_type.value }} | {{ dependency_update.previous_version }} | **{{ dependency_update.new_version }}** |
-{%- endfor %}
-{% endif %}
-
-
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/commands.py
deleted file mode 100644
index 16519b4e6d6e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/commands.py
+++ /dev/null
@@ -1,57 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.airbyte_ci.connectors.upgrade_cdk.pipeline import run_connector_cdk_upgrade_pipeline
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-
-
-@click.command(cls=DaggerPipelineCommand, short_help="Upgrade CDK version")
-@click.argument("target-cdk-version", type=str, default="latest")
-@click.pass_context
-async def upgrade_cdk(
-    ctx: click.Context,
-    target_cdk_version: str,
-) -> bool:
-    """Upgrade CDK version"""
-
-    connectors_contexts = [
-        ConnectorContext(
-            pipeline_name=f"Upgrade CDK version of connector {connector.technical_name}",
-            connector=connector,
-            is_local=ctx.obj["is_local"],
-            git_branch=ctx.obj["git_branch"],
-            git_revision=ctx.obj["git_revision"],
-            diffed_branch=ctx.obj["diffed_branch"],
-            git_repo_url=ctx.obj["git_repo_url"],
-            ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-            report_output_prefix=ctx.obj["report_output_prefix"],
-            gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-            dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-            pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-            ci_context=ctx.obj.get("ci_context"),
-            ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-            ci_git_user=ctx.obj["ci_git_user"],
-            ci_github_access_token=ctx.obj["ci_github_access_token"],
-            enable_report_auto_open=False,
-            s3_build_cache_access_key_id=ctx.obj.get("s3_build_cache_access_key_id"),
-            s3_build_cache_secret_key=ctx.obj.get("s3_build_cache_secret_key"),
-        )
-        for connector in ctx.obj["selected_connectors_with_modified_files"]
-    ]
-
-    await run_connectors_pipelines(
-        connectors_contexts,
-        run_connector_cdk_upgrade_pipeline,
-        "Upgrade CDK version pipeline",
-        ctx.obj["concurrency"],
-        ctx.obj["dagger_logs_path"],
-        ctx.obj["execute_timeout"],
-        target_cdk_version,
-    )
-
-    return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/pipeline.py
deleted file mode 100644
index 193ee6885e2c..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/upgrade_cdk/pipeline.py
+++ /dev/null
@@ -1,177 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import os
-import re
-from typing import TYPE_CHECKING
-
-import toml
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-from dagger import Directory
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.helpers import git
-from pipelines.helpers.connectors import cdk_helpers
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from typing import Optional
-
-    from anyio import Semaphore
-
-# GLOBALS
-
-POETRY_LOCK_FILENAME = "poetry.lock"
-PYPROJECT_FILENAME = "pyproject.toml"
-
-
-class SetCDKVersion(Step):
-    context: ConnectorContext
-    title = "Set CDK Version"
-
-    def __init__(
-        self,
-        context: ConnectorContext,
-        new_version: str,
-    ) -> None:
-        super().__init__(context)
-        self.new_version = new_version
-
-    async def _run(self) -> StepResult:
-        context = self.context
-
-        try:
-            og_connector_dir = await context.get_connector_dir()
-            if self.context.connector.language in [ConnectorLanguage.PYTHON, ConnectorLanguage.LOW_CODE]:
-                updated_connector_dir = await self.upgrade_cdk_version_for_python_connector(og_connector_dir)
-            elif self.context.connector.language is ConnectorLanguage.JAVA:
-                updated_connector_dir = await self.upgrade_cdk_version_for_java_connector(og_connector_dir)
-            else:
-                return StepResult(
-                    step=self,
-                    status=StepStatus.SKIPPED,
-                    stdout=f"The upgrade-cdk command does not support {self.context.connector.language} connectors.",
-                )
-
-            if updated_connector_dir is None:
-                return StepResult(
-                    step=self,
-                    status=StepStatus.FAILURE,
-                    stderr=f"No changes were made to the CDK version for connector {self.context.connector.technical_name}",
-                )
-            diff = og_connector_dir.diff(updated_connector_dir)
-            exported_successfully = await diff.export(os.path.join(git.get_git_repo_path(), context.connector.code_directory))
-            if not exported_successfully:
-                return StepResult(
-                    step=self,
-                    status=StepStatus.FAILURE,
-                    stdout="Could not export diff to local git repo.",
-                )
-            return StepResult(step=self, status=StepStatus.SUCCESS, stdout=f"Updated CDK version to {self.new_version}", output=diff)
-        except ValueError as e:
-            return StepResult(
-                step=self,
-                status=StepStatus.FAILURE,
-                stderr=f"Could not set CDK version: {e}",
-                exc_info=e,
-            )
-
-    async def upgrade_cdk_version_for_java_connector(self, og_connector_dir: Directory) -> Directory:
-        if "build.gradle" not in await og_connector_dir.entries():
-            raise ValueError(f"Java connector {self.context.connector.technical_name} does not have a build.gradle file.")
-
-        build_gradle = og_connector_dir.file("build.gradle")
-        build_gradle_content = await build_gradle.contents()
-
-        old_cdk_version_required = re.search(r"cdkVersionRequired *= *'(?P<version>[0-9]*\.[0-9]*\.[0-9]*)?'", build_gradle_content)
-        # If there is no airbyte-cdk dependency, add the version
-        if old_cdk_version_required is None:
-            raise ValueError("Could not find airbyte-cdk dependency in build.gradle")
-
-        if self.new_version == "latest":
-            new_version = await cdk_helpers.get_latest_java_cdk_version(self.context.get_repo_dir())
-        else:
-            new_version = self.new_version
-
-        updated_build_gradle = build_gradle_content.replace(old_cdk_version_required.group("version"), new_version)
-
-        use_local_cdk = re.search(r"useLocalCdk *=.*", updated_build_gradle)
-        if use_local_cdk is not None:
-            updated_build_gradle = updated_build_gradle.replace(use_local_cdk.group(), "useLocalCdk = false")
-
-        return og_connector_dir.with_new_file("build.gradle", updated_build_gradle)
-
-    async def upgrade_cdk_version_for_python_connector(self, og_connector_dir: Directory) -> Optional[Directory]:
-        context = self.context
-        og_connector_dir = await context.get_connector_dir()
-
-        # Check for existing pyproject file and load contents
-        pyproject_toml = og_connector_dir.file(PYPROJECT_FILENAME)
-        if not pyproject_toml:
-            raise ValueError(f"Could not find 'pyproject.toml' for {context.connector.technical_name}")
-        pyproject_content = await pyproject_toml.contents()
-        pyproject_data = toml.loads(pyproject_content)
-
-        # Grab the airbyte-cdk dependency from pyproject
-        dependencies = pyproject_data.get("tool", {}).get("poetry", {}).get("dependencies", {})
-        airbyte_cdk_dependency = dependencies.get("airbyte-cdk")
-        if not airbyte_cdk_dependency:
-            raise ValueError("Could not find a valid airbyte-cdk dependency in 'pyproject.toml'")
-
-        # Set the new version. If not explicitly provided, set it to the latest version and allow non-breaking changes
-        if self.new_version == "latest":
-            new_version = f"^{cdk_helpers.get_latest_python_cdk_version()}"
-        else:
-            new_version = self.new_version
-        self.logger.info(f"Setting CDK version to {new_version}")
-        dependencies["airbyte-cdk"] = new_version
-
-        updated_pyproject_toml_content = toml.dumps(pyproject_data)
-        updated_connector_dir = og_connector_dir.with_new_file(PYPROJECT_FILENAME, updated_pyproject_toml_content)
-
-        # Create a new container to run poetry lock
-        base_image = self.context.connector.metadata["connectorBuildOptions"]["baseImage"]
-        base_container = self.dagger_client.container(platform=LOCAL_BUILD_PLATFORM).from_(base_image)
-        connector_container = base_container.with_mounted_directory("/connector", updated_connector_dir).with_workdir("/connector")
-
-        poetry_lock_file = await connector_container.file(POETRY_LOCK_FILENAME).contents()
-        updated_container = await connector_container.with_exec(["poetry", "lock"], use_entrypoint=True)
-        updated_poetry_lock_file = await updated_container.file(POETRY_LOCK_FILENAME).contents()
-
-        if poetry_lock_file != updated_poetry_lock_file:
-            updated_connector_dir = updated_connector_dir.with_new_file(POETRY_LOCK_FILENAME, updated_poetry_lock_file)
-        else:
-            raise ValueError("Lockfile did not change after running poetry lock")
-
-        return updated_connector_dir
-
-
-async def run_connector_cdk_upgrade_pipeline(
-    context: ConnectorContext,
-    semaphore: Semaphore,
-    target_version: str,
-) -> ConnectorReport:
-    """Run a pipeline to upgrade the CDK version for a single connector.
-
-    Args:
-        context (ConnectorContext): The initialized connector context.
-
-    Returns:
-        Report: The reports holding the CDK version set results.
-    """
-    async with semaphore:
-        steps_results = []
-        async with context:
-            set_cdk_version = SetCDKVersion(
-                context,
-                target_version,
-            )
-            set_cdk_version_result = await set_cdk_version.run()
-            steps_results.append(set_cdk_version_result)
-            report = ConnectorReport(context, steps_results, name="CONNECTOR VERSION CDK UPGRADE RESULTS")
-            context.report = report
-    return report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/commands.py
deleted file mode 100644
index 8796340abffa..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/commands.py
+++ /dev/null
@@ -1,16 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import asyncclick as click
-
-from pipelines.cli.click_decorators import click_ci_requirements_option
-
-# MAIN GROUP
-
-
-@click.group(help="Commands related to the metadata service.")
-@click_ci_requirements_option()
-@click.pass_context
-def metadata(ctx: click.Context) -> None:
-    pass
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/pipeline.py
deleted file mode 100644
index 4c6c6b593292..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/metadata/pipeline.py
+++ /dev/null
@@ -1,160 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import uuid
-from typing import Optional
-
-import dagger
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.steps.docker import SimpleDockerStep
-from pipelines.consts import DOCS_DIRECTORY_ROOT_PATH, GIT_DIRECTORY_ROOT_PATH, INTERNAL_TOOL_PATHS
-from pipelines.models.secrets import Secret
-from pipelines.models.steps import MountPath
-
-# STEPS
-
-
-class MetadataValidation(SimpleDockerStep):
-    def __init__(self, context: ConnectorContext) -> None:
-        super().__init__(
-            title=f"Validate metadata for {context.connector.technical_name}",
-            context=context,
-            paths_to_mount=[
-                MountPath(context.connector.code_directory),
-                MountPath(DOCS_DIRECTORY_ROOT_PATH),
-            ],
-            internal_tools=[
-                MountPath(INTERNAL_TOOL_PATHS.METADATA_SERVICE.value),
-            ],
-            secret_env_variables={"DOCKER_HUB_USERNAME": context.docker_hub_username, "DOCKER_HUB_PASSWORD": context.docker_hub_password}
-            if context.docker_hub_username and context.docker_hub_password
-            else None,
-            command=[
-                "metadata_service",
-                "validate",
-                str(context.connector.metadata_file_path),
-                DOCS_DIRECTORY_ROOT_PATH,
-            ],
-        )
-
-
-class MetadataUpload(SimpleDockerStep):
-    # When the metadata service exits with this code, it means the metadata is valid but the upload was skipped because the metadata is already uploaded
-    skipped_exit_code = 5
-
-    def __init__(
-        self,
-        context: ConnectorContext,
-        metadata_bucket_name: str,
-        metadata_service_gcs_credentials: Secret,
-        docker_hub_username: Secret,
-        docker_hub_password: Secret,
-        pre_release: bool = False,
-        pre_release_tag: Optional[str] = None,
-    ) -> None:
-        title = f"Upload metadata for {context.connector.technical_name} v{context.connector.version}"
-        command_to_run = [
-            "metadata_service",
-            "upload",
-            str(context.connector.metadata_file_path),
-            DOCS_DIRECTORY_ROOT_PATH,
-            metadata_bucket_name,
-        ]
-
-        if pre_release and pre_release_tag:
-            command_to_run += ["--prerelease", pre_release_tag]
-
-        super().__init__(
-            title=title,
-            context=context,
-            paths_to_mount=[
-                MountPath(GIT_DIRECTORY_ROOT_PATH),
-                MountPath(DOCS_DIRECTORY_ROOT_PATH),
-                MountPath(context.connector.code_directory),
-            ],
-            internal_tools=[
-                MountPath(INTERNAL_TOOL_PATHS.METADATA_SERVICE.value),
-            ],
-            secret_env_variables={
-                "DOCKER_HUB_USERNAME": docker_hub_username,
-                "DOCKER_HUB_PASSWORD": docker_hub_password,
-                "GCS_CREDENTIALS": metadata_service_gcs_credentials,
-            },
-            env_variables={
-                # The cache buster ensures we always run the upload command (in case of remote bucket change)
-                "CACHEBUSTER": str(uuid.uuid4()),
-            },
-            command=command_to_run,
-        )
-
-
-class MetadataRollbackReleaseCandidate(SimpleDockerStep):
-    def __init__(
-        self,
-        context: ConnectorContext,
-        metadata_bucket_name: str,
-        metadata_service_gcs_credentials: Secret,
-    ) -> None:
-        docker_repository = context.connector.metadata["dockerRepository"]
-        version = context.connector.metadata["dockerImageTag"]
-        title = f"Rollback release candidate for {docker_repository} v{version}"
-        command_to_run = [
-            "metadata_service",
-            "rollback-release-candidate",
-            docker_repository,
-            version,
-            metadata_bucket_name,
-        ]
-
-        super().__init__(
-            title=title,
-            context=context,
-            internal_tools=[
-                MountPath(INTERNAL_TOOL_PATHS.METADATA_SERVICE.value),
-            ],
-            secret_env_variables={
-                "GCS_CREDENTIALS": metadata_service_gcs_credentials,
-            },
-            env_variables={
-                # The cache buster ensures we always run the rollback command (in case of remote bucket change)
-                "CACHEBUSTER": str(uuid.uuid4()),
-            },
-            command=command_to_run,
-        )
-
-
-class MetadataPromoteReleaseCandidate(SimpleDockerStep):
-    def __init__(
-        self,
-        context: ConnectorContext,
-        metadata_bucket_name: str,
-        metadata_service_gcs_credentials: Secret,
-    ) -> None:
-        docker_repository = context.connector.metadata["dockerRepository"]
-        version = context.connector.metadata["dockerImageTag"]
-        title = f"Promote release candidate for {docker_repository} v{version}"
-        command_to_run = [
-            "metadata_service",
-            "promote-release-candidate",
-            docker_repository,
-            version,
-            metadata_bucket_name,
-        ]
-
-        super().__init__(
-            title=title,
-            context=context,
-            internal_tools=[
-                MountPath(INTERNAL_TOOL_PATHS.METADATA_SERVICE.value),
-            ],
-            secret_env_variables={
-                "GCS_CREDENTIALS": metadata_service_gcs_credentials,
-            },
-            env_variables={
-                # The cache buster ensures we always run the rollback command (in case of remote bucket change)
-                "CACHEBUSTER": str(uuid.uuid4()),
-            },
-            command=command_to_run,
-        )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/commands.py
deleted file mode 100644
index e40905692072..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/commands.py
+++ /dev/null
@@ -1,36 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""
-Module exposing the format commands.
-"""
-
-from __future__ import annotations
-
-import asyncclick as click
-
-from pipelines.cli.click_decorators import click_ignore_unused_kwargs, click_merge_args_into_context_obj
-from pipelines.cli.lazy_group import LazyGroup
-from pipelines.models.contexts.click_pipeline_context import ClickPipelineContext, pass_pipeline_context
-
-
-@click.group(
-    name="poetry",
-    help="Commands related to running poetry commands.",
-    cls=LazyGroup,
-    lazy_subcommands={
-        "publish": "pipelines.airbyte_ci.poetry.publish.commands.publish",
-    },
-)
-@click.option(
-    "--package-path",
-    help="The path to publish",
-    type=click.STRING,
-    required=True,
-)
-@click_merge_args_into_context_obj
-@pass_pipeline_context
-@click_ignore_unused_kwargs
-async def poetry(pipeline_context: ClickPipelineContext) -> None:
-    pass
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/commands.py
deleted file mode 100644
index d822ae8e890b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/poetry/publish/commands.py
+++ /dev/null
@@ -1,114 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""
-Module exposing the format commands.
-"""
-
-from __future__ import annotations
-
-from typing import Optional
-
-import asyncclick as click
-from packaging import version
-
-from pipelines.airbyte_ci.steps.python_registry import PublishToPythonRegistry
-from pipelines.cli.confirm_prompt import confirm
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.cli.secrets import wrap_in_secret
-from pipelines.consts import DEFAULT_PYTHON_PACKAGE_REGISTRY_CHECK_URL, DEFAULT_PYTHON_PACKAGE_REGISTRY_URL
-from pipelines.models.contexts.click_pipeline_context import ClickPipelineContext, pass_pipeline_context
-from pipelines.models.contexts.python_registry_publish import PythonRegistryPublishContext
-from pipelines.models.secrets import Secret
-from pipelines.models.steps import StepStatus
-
-
-async def _has_metadata_yaml(context: PythonRegistryPublishContext) -> bool:
-    dir_to_publish = context.get_repo_dir(context.package_path)
-    return "metadata.yaml" in await dir_to_publish.entries()
-
-
-def _validate_python_version(_ctx: dict, _param: dict, value: Optional[str]) -> Optional[str]:
-    """
-    Check if an given version is valid.
-    """
-    if value is None:
-        return value
-    try:
-        version.Version(value)
-        return value
-    except version.InvalidVersion:
-        raise click.BadParameter(f"Version {value} is not a valid version.")
-
-
-@click.command(cls=DaggerPipelineCommand, name="publish", help="Publish a Python package to a registry.")
-@click.option(
-    "--python-registry-token",
-    help="Access token",
-    type=click.STRING,
-    required=True,
-    envvar="PYTHON_REGISTRY_TOKEN",
-    callback=wrap_in_secret,
-)
-@click.option(
-    "--python-registry-url",
-    help="Which registry to publish to. If not set, the default pypi is used. For test pypi, use https://test.pypi.org/legacy/",
-    type=click.STRING,
-    default=DEFAULT_PYTHON_PACKAGE_REGISTRY_URL,
-    envvar="PYTHON_REGISTRY_URL",
-)
-@click.option(
-    "--publish-name",
-    help="The name of the package to publish. If not set, the name will be inferred from the pyproject.toml file of the package.",
-    type=click.STRING,
-)
-@click.option(
-    "--publish-version",
-    help="The version of the package to publish. If not set, the version will be inferred from the pyproject.toml file of the package.",
-    type=click.STRING,
-    callback=_validate_python_version,
-)
-@pass_pipeline_context
-@click.pass_context
-async def publish(
-    ctx: click.Context,
-    click_pipeline_context: ClickPipelineContext,
-    python_registry_token: Secret,
-    python_registry_url: str,
-    publish_name: Optional[str],
-    publish_version: Optional[str],
-) -> bool:
-    context = PythonRegistryPublishContext(
-        is_local=ctx.obj["is_local"],
-        git_branch=ctx.obj["git_branch"],
-        git_revision=ctx.obj["git_revision"],
-        diffed_branch=ctx.obj["diffed_branch"],
-        git_repo_url=ctx.obj["git_repo_url"],
-        ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-        report_output_prefix=ctx.obj["report_output_prefix"],
-        gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-        dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-        pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-        ci_context=ctx.obj.get("ci_context"),
-        ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-        python_registry_token=python_registry_token,
-        registry=python_registry_url,
-        registry_check_url=DEFAULT_PYTHON_PACKAGE_REGISTRY_CHECK_URL,
-        package_path=ctx.obj["package_path"],
-        package_name=publish_name,
-        version=publish_version,
-    )
-
-    dagger_client = await click_pipeline_context.get_dagger_client()
-    context.dagger_client = dagger_client
-
-    if await _has_metadata_yaml(context):
-        confirm(
-            "It looks like you are trying to publish a connector. In most cases, the `connectors` command group should be used instead. Do you want to continue?",
-            abort=True,
-        )
-
-    publish_result = await PublishToPythonRegistry(context).run()
-
-    return publish_result.status is StepStatus.SUCCESS
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/base_image.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/base_image.py
deleted file mode 100644
index 34d04d231f77..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/base_image.py
+++ /dev/null
@@ -1,158 +0,0 @@
-# Copyright (c) 2025 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING, List, Optional
-
-import dagger
-import semver
-import yaml
-from connector_ops.utils import METADATA_FILE_NAME, ConnectorLanguage  # type: ignore
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.dagger.actions.system.docker import with_crane
-from pipelines.helpers.connectors.dagger_fs import dagger_read_file, dagger_write_file
-from pipelines.models.steps import StepModifyingFiles, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    import dagger
-
-
-class NoBaseImageAddressInMetadataError(Exception):
-    pass
-
-
-class UpdateBaseImageMetadata(StepModifyingFiles):
-    BASE_IMAGE_LIST_CACHE_TTL_SECONDS = 60 * 60 * 24  # 1 day
-
-    context: ConnectorContext
-
-    title = "Upgrade the base image to the latest version in metadata.yaml"
-
-    def __init__(
-        self,
-        context: ConnectorContext,
-        connector_directory: dagger.Directory,
-        set_if_not_exists: bool = False,
-    ) -> None:
-        super().__init__(context, connector_directory)
-        self.set_if_not_exists = set_if_not_exists
-        self.modified_files = []
-        self.connector_directory = connector_directory
-
-    def _get_repository_for_language(self, language: ConnectorLanguage) -> str:
-        """Map connector language to DockerHub repository."""
-        if language in [ConnectorLanguage.PYTHON, ConnectorLanguage.LOW_CODE]:
-            return "airbyte/python-connector-base"
-        elif language is ConnectorLanguage.MANIFEST_ONLY:
-            return "airbyte/source-declarative-manifest"
-        elif language is ConnectorLanguage.JAVA:
-            return "airbyte/java-connector-base"
-        else:
-            raise NotImplementedError(f"Registry for language {language} is not implemented yet.")
-
-    def _parse_latest_stable_tag(self, tags: List[str]) -> Optional[str]:
-        """Parse tags to find latest stable (non-prerelease) version."""
-        valid_versions = []
-        for tag in tags:
-            try:
-                version = semver.VersionInfo.parse(tag)
-                if not version.prerelease:  # Exclude pre-release versions
-                    valid_versions.append(version)
-            except ValueError:
-                continue  # Skip non-semver tags
-
-        if valid_versions:
-            return str(max(valid_versions))
-        return None
-
-    async def get_latest_base_image_address(self) -> Optional[str]:
-        try:
-            if not (self.context.docker_hub_username and self.context.docker_hub_password):
-                raise ValueError("Docker Hub credentials are required to get the latest base image address")
-
-            repository = self._get_repository_for_language(self.context.connector.language)
-            crane_container = with_crane(self.context)
-
-            # List all tags
-            tags_output = await crane_container.with_exec(["crane", "ls", f"docker.io/{repository}"]).stdout()
-            tags = [tag.strip() for tag in tags_output.strip().split("\n") if tag.strip()]
-
-            latest_tag = self._parse_latest_stable_tag(tags)
-            if latest_tag:
-                # Get the digest for the specific tag to ensure immutable reference
-                digest_output = await crane_container.with_exec(["crane", "digest", f"docker.io/{repository}:{latest_tag}"]).stdout()
-                digest = digest_output.strip()
-                return f"docker.io/{repository}:{latest_tag}@{digest}"
-            return None
-        except NotImplementedError:
-            return None
-
-    @staticmethod
-    async def update_base_image_in_metadata(
-        connector_directory: dagger.Directory, latest_base_image_version_address: str, set_if_not_exists: bool = False
-    ) -> dagger.Directory:
-        raw_metadata = await dagger_read_file(connector_directory, METADATA_FILE_NAME)
-        current_metadata = yaml.safe_load(raw_metadata)
-
-        current_base_image_version_address = current_metadata.get("data").get("connectorBuildOptions", {}).get("baseImage")
-        if not current_base_image_version_address:
-            if set_if_not_exists:
-                current_metadata["data"]["connectorBuildOptions"] = {"baseImage": latest_base_image_version_address}
-                new_raw_metadata = yaml.dump(current_metadata)
-            else:
-                raise NoBaseImageAddressInMetadataError("No base image address found in metadata file")
-        else:
-            new_raw_metadata = raw_metadata.replace(current_base_image_version_address, latest_base_image_version_address)
-        updated_connector_dir = dagger_write_file(connector_directory, METADATA_FILE_NAME, new_raw_metadata)
-        return updated_connector_dir
-
-    async def _run(self) -> StepResult:
-        latest_base_image_address = await self.get_latest_base_image_address()
-        updated_base_image_address = None
-        if latest_base_image_address is None:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout="Could not find a base image for this connector language.",
-            )
-
-        current_base_image_address = self.context.connector.metadata.get("connectorBuildOptions", {}).get("baseImage")
-
-        if not self.set_if_not_exists and current_base_image_address is None:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout="This connector does not have a base image set in metadata.yaml.",
-            )
-
-        if current_base_image_address == latest_base_image_address:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stdout=f"Base image is already up to date: {latest_base_image_address}",
-            )
-
-        original_connector_directory = self.connector_directory or await self.context.get_connector_dir()
-        try:
-            updated_connector_directory = await self.update_base_image_in_metadata(
-                original_connector_directory, latest_base_image_address, self.set_if_not_exists
-            )
-            updated_base_image_address = latest_base_image_address
-        except NoBaseImageAddressInMetadataError:
-            return StepResult(
-                step=self,
-                status=StepStatus.FAILURE,
-                stderr="No base image address found in metadata file",
-            )
-        self.modified_files.append(METADATA_FILE_NAME)
-
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-            stdout=f"Updated base image to {latest_base_image_address} in {METADATA_FILE_NAME}",
-            output={
-                "updated_connector_directory": updated_connector_directory,
-                "updated_base_image_address": updated_base_image_address,
-            },
-        )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/bump_version.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/bump_version.py
deleted file mode 100644
index e26c10c292c1..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/bump_version.py
+++ /dev/null
@@ -1,151 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from typing import TYPE_CHECKING, Any, Mapping
-
-import dagger
-import semver
-import yaml  # type: ignore
-from connector_ops.utils import METADATA_FILE_NAME, PYPROJECT_FILE_NAME  # type: ignore
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.dagger.actions.python.poetry import with_poetry
-from pipelines.helpers.connectors.dagger_fs import dagger_read_file, dagger_write_file
-from pipelines.models.steps import StepModifyingFiles, StepResult, StepStatus
-
-BUMP_VERSION_METHOD_MAPPING: Mapping[str, Any] = {
-    "patch": semver.Version.bump_patch,
-    "minor": semver.Version.bump_minor,
-    "major": semver.Version.bump_major,
-    "rc": semver.Version.bump_prerelease,
-}
-
-if TYPE_CHECKING:
-    pass
-
-
-class ConnectorVersionNotFoundError(Exception):
-    pass
-
-
-class PoetryVersionBumpError(Exception):
-    pass
-
-
-class SetConnectorVersion(StepModifyingFiles):
-    context: ConnectorContext
-
-    @property
-    def title(self) -> str:
-        return f"Set connector version to {self.new_version}"
-
-    def __init__(
-        self,
-        context: ConnectorContext,
-        connector_directory: dagger.Directory,
-        new_version: str,
-    ) -> None:
-        super().__init__(context, connector_directory)
-        self.new_version = new_version
-
-    @staticmethod
-    async def _set_version_in_metadata(new_version: str, connector_directory: dagger.Directory) -> dagger.Directory:
-        raw_metadata = await dagger_read_file(connector_directory, METADATA_FILE_NAME)
-        current_metadata = yaml.safe_load(raw_metadata)
-
-        try:
-            current_version = current_metadata["data"]["dockerImageTag"]
-        except KeyError:
-            raise ConnectorVersionNotFoundError("dockerImageTag not found in metadata file")
-
-        # We use replace here instead of mutating the deserialized yaml to avoid messing up with the comments in the metadata file.
-        new_raw_metadata = raw_metadata.replace("dockerImageTag: " + current_version, "dockerImageTag: " + new_version)
-        updated_connector_dir = dagger_write_file(connector_directory, METADATA_FILE_NAME, new_raw_metadata)
-
-        return updated_connector_dir
-
-    @staticmethod
-    async def _set_version_in_poetry_package(
-        container_with_poetry: dagger.Container, connector_directory: dagger.Directory, new_version: str
-    ) -> dagger.Directory:
-        try:
-            connector_directory_with_updated_pyproject = await (
-                container_with_poetry.with_directory("/connector", connector_directory)
-                .with_workdir("/connector")
-                .with_exec(["poetry", "version", new_version], use_entrypoint=True)
-                .directory("/connector")
-            )
-        except dagger.ExecError as e:
-            raise PoetryVersionBumpError(f"Failed to bump version in pyproject.toml: {e}")
-        return connector_directory_with_updated_pyproject
-
-    async def _run(self) -> StepResult:
-        original_connector_directory = self.modified_directory
-        try:
-            self.modified_directory = await self._set_version_in_metadata(self.new_version, original_connector_directory)
-            self.modified_files.append(METADATA_FILE_NAME)
-        except (FileNotFoundError, ConnectorVersionNotFoundError) as e:
-            return StepResult(
-                step=self,
-                status=StepStatus.FAILURE,
-                stderr="Connector does not have a metadata file or the version is not set in the metadata file",
-                exc_info=e,
-            )
-
-        if self.context.connector.pyproject_file_path.is_file():
-            try:
-                poetry_container = with_poetry(self.context)
-                self.modified_directory = await self._set_version_in_poetry_package(
-                    poetry_container, self.modified_directory, self.new_version
-                )
-                self.modified_files.append(PYPROJECT_FILE_NAME)
-            except PoetryVersionBumpError as e:
-                return StepResult(
-                    step=self,
-                    status=StepStatus.FAILURE,
-                    stderr="Failed to bump version in pyproject.toml",
-                    exc_info=e,
-                )
-
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-            stdout=f"Updated connector to {self.new_version}",
-            output=self.modified_directory,
-        )
-
-
-class BumpConnectorVersion(SetConnectorVersion):
-    def __init__(self, context: ConnectorContext, connector_directory: dagger.Directory, bump_type: str, rc: bool = False) -> None:
-        self.bump_type = bump_type
-        new_version = self.get_bumped_version(context.connector.version, bump_type, rc)
-        super().__init__(
-            context,
-            connector_directory,
-            new_version,
-        )
-
-    @property
-    def title(self) -> str:
-        return f"{self.bump_type.upper()} bump {self.context.connector.technical_name} version to {self.new_version}"
-
-    @staticmethod
-    def get_bumped_version(version: str | None, bump_type: str, rc: bool) -> str:
-        if version is None:
-            raise ValueError("Version is not set")
-        current_version = semver.VersionInfo.parse(version)
-        if bump_type in BUMP_VERSION_METHOD_MAPPING:
-            new_version = BUMP_VERSION_METHOD_MAPPING[bump_type](current_version)
-            if rc:
-                new_version = new_version.bump_prerelease()
-        elif bump_type.startswith("version:"):
-            version_str = bump_type.split("version:", 1)[1]
-            if semver.VersionInfo.is_valid(version_str):
-                return version_str
-            else:
-                raise ValueError(f"Invalid version: {version_str}")
-        else:
-            raise ValueError(f"Unknown bump type: {bump_type}")
-        return str(new_version)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/changelog.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/changelog.py
deleted file mode 100644
index 3170d082b333..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/changelog.py
+++ /dev/null
@@ -1,70 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import annotations
-
-import datetime
-
-import semver
-from dagger import Directory
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.helpers.changelog import Changelog
-from pipelines.helpers.connectors.dagger_fs import dagger_read_file, dagger_write_file
-from pipelines.models.steps import StepModifyingFiles, StepResult, StepStatus
-
-
-class AddChangelogEntry(StepModifyingFiles):
-    context: ConnectorContext
-
-    title = "Add changelog entry"
-
-    def __init__(
-        self,
-        context: ConnectorContext,
-        documentation_directory: Directory,
-        new_version: str,
-        comment: str,
-        pull_request_number: str | int | None,
-    ) -> None:
-        super().__init__(context, documentation_directory)
-        self.new_version = semver.VersionInfo.parse(new_version)
-        self.comment = comment
-        self.pull_request_number = pull_request_number or "*PR_NUMBER_PLACEHOLDER*"
-
-    async def _run(self, pull_request_number: int | str | None = None) -> StepResult:
-        if pull_request_number is None:
-            # this allows passing it dynamically from a result of another action (like creating a pull request)
-            pull_request_number = self.pull_request_number
-
-        try:
-            original_markdown = await dagger_read_file(self.modified_directory, self.context.connector.documentation_file_name)
-        except FileNotFoundError:
-            return StepResult(
-                step=self,
-                status=StepStatus.SKIPPED,
-                stderr="Connector does not have a documentation file.",
-            )
-
-        try:
-            changelog = Changelog(original_markdown)
-            changelog.add_entry(self.new_version, datetime.date.today(), pull_request_number, self.comment)
-            updated_doc = changelog.to_markdown()
-        except Exception as e:
-            return StepResult(
-                step=self,
-                status=StepStatus.FAILURE,
-                stderr=f"Could not add changelog entry: {e}",
-                output=self.modified_directory,
-                exc_info=e,
-            )
-
-        self.modified_directory = dagger_write_file(self.modified_directory, self.context.connector.documentation_file_name, updated_doc)
-        self.modified_files.append(self.context.connector.documentation_file_name)
-        return StepResult(
-            step=self,
-            status=StepStatus.SUCCESS,
-            stdout=f"Added changelog entry to {self.context.connector.documentation_file_name}",
-            output=self.modified_directory,
-        )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/docker.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/docker.py
deleted file mode 100644
index 1e974fc46deb..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/docker.py
+++ /dev/null
@@ -1,112 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from pathlib import Path
-from typing import Dict, List, Optional
-
-import dagger
-
-from pipelines.dagger.actions.python.pipx import with_installed_pipx_package
-from pipelines.dagger.containers.python import with_python_base
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from pipelines.models.secrets import Secret
-from pipelines.models.steps import MountPath, Step, StepResult
-
-
-class SimpleDockerStep(Step):
-    def __init__(
-        self,
-        title: str,
-        context: PipelineContext,
-        paths_to_mount: Optional[List[MountPath]] = None,
-        internal_tools: Optional[List[MountPath]] = None,
-        secret_env_variables: Optional[Dict[str, Secret]] = None,
-        env_variables: dict[str, str] = {},
-        working_directory: str = "/",
-        command: Optional[List[str]] = None,
-    ) -> None:
-        """A simple step that runs a given command in a container.
-
-        Args:
-            title (str): name of the step
-            context (PipelineContext): context of the step
-            paths_to_mount (List[MountPath], optional): directory paths to mount. Defaults to [].
-            internal_tools (List[MountPath], optional): internal tools to install. Defaults to [].
-            secret_env_variables (List[Tuple[str, Secret]], optional): secrets to add to container as environment variables, a tuple of env var name > Secret object . Defaults to [].
-            env_variables (dict[str, str], optional): env variables to set in container. Defaults to {}.
-            working_directory (str, optional): working directory to run the command in. Defaults to "/".
-            command (Optional[List[str]], optional): The default command to run. Defaults to None.
-        """
-        self._title = title
-        super().__init__(context)
-
-        self.paths_to_mount = paths_to_mount if paths_to_mount else []
-        self.working_directory = working_directory
-        self.internal_tools = internal_tools if internal_tools else []
-        self.secret_env_variables = secret_env_variables if secret_env_variables else {}
-        self.env_variables = env_variables
-        self.command = command
-
-    @property
-    def title(self) -> str:
-        return self._title
-
-    def _mount_paths(self, container: dagger.Container) -> dagger.Container:
-        for path_to_mount in self.paths_to_mount:
-            if path_to_mount.optional and not path_to_mount.get_path().exists():
-                continue
-
-            if path_to_mount.get_path().is_symlink():
-                container = self._mount_path(container, path_to_mount.get_path().readlink())
-
-            container = self._mount_path(container, path_to_mount.get_path())
-        return container
-
-    def _mount_path(self, container: dagger.Container, path: Path) -> dagger.Container:
-        path_string = str(path)
-        destination_path = f"/{path_string}"
-        if path.is_file():
-            file_to_load = self.context.get_repo_file(path_string)
-            container = container.with_mounted_file(destination_path, file_to_load)
-        else:
-            dir_to_load = self.context.get_repo_dir(path_string)
-            container = container.with_mounted_directory(destination_path, dir_to_load)
-        return container
-
-    async def _install_internal_tools(self, container: dagger.Container) -> dagger.Container:
-        for internal_tool in self.internal_tools:
-            container = await with_installed_pipx_package(self.context, container, str(internal_tool))
-        return container
-
-    def _set_workdir(self, container: dagger.Container) -> dagger.Container:
-        return container.with_workdir(self.working_directory)
-
-    def _set_env_variables(self, container: dagger.Container) -> dagger.Container:
-        for key, value in self.env_variables.items():
-            container = container.with_env_variable(key, value)
-        return container
-
-    def _set_secret_env_variables(self, container: dagger.Container) -> dagger.Container:
-        for env_var_name, secret in self.secret_env_variables.items():
-            container = container.with_secret_variable(env_var_name, secret.as_dagger_secret(self.context.dagger_client))
-        return container
-
-    async def init_container(self) -> dagger.Container:
-        # TODO (ben): Replace with python base container when available
-        container = with_python_base(self.context)
-
-        container = self._mount_paths(container)
-        container = self._set_env_variables(container)
-        container = self._set_secret_env_variables(container)
-        container = await self._install_internal_tools(container)
-        container = self._set_workdir(container)
-
-        return container
-
-    async def _run(self, command: Optional[List[str]] = None) -> StepResult:
-        command_to_run = command or self.command
-        if not command_to_run:
-            raise ValueError(f"No command given to the {self.title} step")
-
-        container_to_run = await self.init_container()
-        return await self.get_step_result(container_to_run.with_exec(command_to_run))
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/gradle.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/gradle.py
deleted file mode 100644
index 32aa13463907..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/gradle.py
+++ /dev/null
@@ -1,323 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-import os
-import select
-import shutil
-import signal
-import subprocess
-from abc import ABC
-from contextlib import contextmanager
-from datetime import datetime
-from pathlib import Path
-from typing import Any, ClassVar, Dict, Generator, List, Optional, Tuple, cast
-
-from dagger import Container, ExecError
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.helpers.utils import dagger_directory_as_zip_file
-from pipelines.models.artifacts import Artifact
-from pipelines.models.secrets import Secret
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-
-class InvalidGradleEnvironment(Exception):
-    pass
-
-
-class GradleTimeoutError(Exception):
-    """Raised when a Gradle operation times out."""
-
-    pass
-
-
-class GradleExecutionError(Exception):
-    """Raised when a Gradle execution fails due to an unexpected error."""
-
-    pass
-
-
-class GradleTask(Step, ABC):
-    """
-    A step to run a Gradle task.
-
-    Attributes:
-        title (str): The step title.
-        gradle_task_name (str): The Gradle task name to run.
-        bind_to_docker_host (bool): Whether to install the docker client and bind it to the host.
-        mount_connector_secrets (bool): Whether to mount connector secrets.
-    """
-
-    context: ConnectorContext
-
-    STATIC_GRADLE_OPTIONS = ("--build-cache", "--scan", "--no-watch-fs")
-    gradle_task_name: ClassVar[str]
-
-    with_test_artifacts: ClassVar[bool] = False
-    accept_extra_params = True
-
-    GRADLE_TIMEOUT = 3600 * 2  # 2 hour timeout by default
-
-    @property
-    def gradle_task_options(self) -> Tuple[str, ...]:
-        if self.context.s3_build_cache_access_key_id and self.context.s3_build_cache_secret_key:
-            return self.STATIC_GRADLE_OPTIONS + (f"-Ds3BuildCachePrefix={self.context.connector.technical_name}",)
-        return self.STATIC_GRADLE_OPTIONS
-
-    def _get_gradle_command(self, task: str, *args: Any, task_options: Optional[List[str]] = None) -> str:
-        task_options = task_options or []
-        return f"./gradlew {' '.join(self.gradle_task_options + args)} {task} {' '.join(task_options)}"
-
-    def check_system_requirements(self) -> None:
-        """
-        Check if the system has all the required commands in the path.
-        This could be improved to check for more specific versions of the commands.
-        """
-        required_commands_in_path = ["docker", "gradle", "jq", "xargs", "java"]
-        for command in required_commands_in_path:
-            if not shutil.which(command):
-                raise ValueError(f"Command {command} is not in the path")
-
-    @property
-    def gradle_command(self) -> str:
-        connector_gradle_task = f":airbyte-integrations:connectors:{self.context.connector.technical_name}:{self.gradle_task_name}"
-        return self._get_gradle_command(connector_gradle_task, task_options=self.params_as_cli_options)
-
-    def timeout_handler(self, signum: int, frame: Any) -> None:
-        raise GradleTimeoutError(f"Gradle operation timed out after {self.GRADLE_TIMEOUT} seconds")
-
-    @contextmanager
-    def gradle_environment(self) -> Generator[None, None, None]:
-        """
-        Context manager to set the gradle environment with timeout:
-        - Check if the system has all the required commands in the path.
-        - Set the S3 build cache environment variables if available.
-        - Enforces a timeout for gradle operations
-        - ... Add whatever setup/teardown logic needed to run a gradle task.
-
-        Raises:
-            InvalidGradleEnvironment: If the gradle environment is not properly set up
-            GradleTimeoutError: If the gradle operation exceeds the timeout
-        """
-
-        def set_env_vars() -> Dict[str, str]:
-            # Set the RUN_IN_AIRBYTE_CI environment variable to True to tell gradle to use the docker image that was previously built in the airbyte-ci pipeline
-            env_vars = {"RUN_IN_AIRBYTE_CI": "True"}
-
-            # Set the S3 build cache environment variables if available.
-            if self.context.s3_build_cache_access_key_id and self.context.s3_build_cache_secret_key:
-                env_vars["S3_BUILD_CACHE_ACCESS_KEY_ID"] = self.context.s3_build_cache_access_key_id.value
-                env_vars["S3_BUILD_CACHE_SECRET_KEY"] = self.context.s3_build_cache_secret_key.value
-
-            for key, value in env_vars.items():
-                os.environ[key] = value
-            return env_vars
-
-        def unset_env_vars(env_vars: Dict[str, str]) -> None:
-            for key in env_vars.keys():
-                del os.environ[key]
-
-        def write_secrets(secrets: List[Secret]) -> List[Path]:
-            secrets_paths = []
-            secrets_dir = f"{self.context.connector.code_directory}/secrets"
-            for secret in secrets:
-                secret_path = Path(f"{secrets_dir}/{secret.file_name}")
-                secret_path.parent.mkdir(parents=True, exist_ok=True)
-                secret_path.write_text(secret.value)
-                secrets_paths.append(secret_path)
-            return secrets_paths
-
-        def remove_secrets(secrets_paths: List[Path]) -> None:
-            for secret_path in secrets_paths:
-                secret_path.unlink()
-
-        # Set the timeout handler for gradle operations
-        original_timeout_handler = signal.signal(signal.SIGALRM, self.timeout_handler)
-
-        try:
-            # Check if the system has all the required commands in the path.
-            self.check_system_requirements()
-            # Set env vars and write secrets - will be undone in the finally block
-            env_vars = set_env_vars()
-            secret_paths = write_secrets(self.secrets)
-
-            # Set the timeout for gradle operations via SIGALRM
-            self.logger.info(f"Setting gradle timeout to {self.GRADLE_TIMEOUT} seconds")
-            signal.alarm(self.GRADLE_TIMEOUT)
-
-            yield None
-        except GradleTimeoutError:
-            raise
-        except InvalidGradleEnvironment:
-            raise
-        except Exception as e:
-            # Wrap any other unexpected exceptions in GradleExecutionError
-            raise GradleExecutionError(f"Unexpected error during gradle execution: {str(e)}") from e
-        finally:
-            signal.alarm(0)  # Disable the alarm
-            signal.signal(signal.SIGALRM, original_timeout_handler)  # Restore original handler
-            unset_env_vars(env_vars)
-            # Remove secrets from the secrets folders only in CI
-            if self.context.is_ci:
-                remove_secrets(secret_paths)
-
-    def _run_gradle_in_subprocess(self) -> Tuple[str, str, int]:
-        """
-        Run a gradle command in a subprocess and stream output in real-time using non-blocking reads.
-        """
-        try:
-            self.context.logger.info(f"Running gradle command: {self.gradle_command}")
-            process = subprocess.Popen(
-                self.gradle_command,
-                shell=True,
-                stdout=subprocess.PIPE,
-                stderr=subprocess.PIPE,
-                text=True,
-                universal_newlines=True,
-            )
-
-            # Store complete output for return value
-            full_stdout = []
-            full_stderr = []
-
-            # Get file objects for stdout and stderr
-            stdout = process.stdout
-            stderr = process.stderr
-
-            # While the process is running and we have pipes to read from
-            while process.poll() is None or (stdout or stderr):
-                # Wait for data on either pipe (timeout of 0.1 seconds)
-                readable, _, _ = select.select(
-                    [stdout, stderr] if stdout and stderr else [stdout] if stdout else [stderr] if stderr else [], [], [], 0.1
-                )
-
-                for stream in readable:
-                    data = stream.readline()
-                    if data:
-                        if stream == stdout:
-                            self.logger.info(data.rstrip())
-                            full_stdout.append(data)
-                        else:
-                            self.logger.error(data.rstrip())
-                            full_stderr.append(data)
-                    else:
-                        if stream == stdout:
-                            stdout = None
-                        else:
-                            stderr = None
-
-            returncode = process.wait()
-            final_stdout = "".join(full_stdout)
-            final_stderr = "".join(full_stderr)
-
-            if returncode != 0:
-                final_stderr = f"Error while running gradle command: {self.gradle_command}\n{final_stderr}"
-
-            return final_stdout, final_stderr, returncode
-
-        finally:
-            # Ensure process is terminated if something goes wrong
-            if "process" in locals():
-                self.logger.info("Terminating gradle process")
-                process.terminate()
-                process.wait(timeout=20)  # Give it 20 seconds to terminate gracefully
-                try:
-                    self.logger.info("Force killing gradle process")
-                    process.kill()
-                except ProcessLookupError:
-                    pass
-
-    async def _run(self, *args: Any, **kwargs: Any) -> StepResult:
-        try:
-            with self.gradle_environment():
-                stdout, stderr, returncode = self._run_gradle_in_subprocess()
-                artifacts = []
-                if self.with_test_artifacts:
-                    if test_logs := await self._collect_test_logs():
-                        artifacts.append(test_logs)
-                    if test_results := await self._collect_test_results():
-                        artifacts.append(test_results)
-                step_result = StepResult(
-                    step=self,
-                    status=StepStatus.SUCCESS if returncode == 0 else StepStatus.FAILURE,
-                    stdout=stdout,
-                    stderr=stderr,
-                    output=self.context.dagger_client.host().directory(str(self.context.connector.code_directory)),
-                    artifacts=artifacts,
-                )
-                return step_result
-        except (GradleTimeoutError, InvalidGradleEnvironment) as e:
-            return StepResult(
-                step=self,
-                status=StepStatus.FAILURE,
-                stderr=str(e),
-            )
-
-    async def _collect_test_logs(self) -> Optional[Artifact]:
-        """
-        Exports the java docs to the host filesystem as a zip file.
-        The docs are expected to be in build/test-logs, and will end up test-artifact directory by default
-        One can change the destination directory by setting the outputs
-        """
-        test_logs_dir_name_in_container = "test-logs"
-        test_logs_dir_name_in_zip = f"test-logs-{datetime.fromtimestamp(cast(float, self.context.pipeline_start_timestamp)).isoformat()}-{self.context.git_branch}-{self.gradle_task_name}".replace(
-            "/", "_"
-        )
-        if (
-            test_logs_dir_name_in_container
-            not in await self.dagger_client.host().directory(f"{self.context.connector.code_directory}/build").entries()
-        ):
-            self.context.logger.warn(f"No {test_logs_dir_name_in_container} found directory in the build folder")
-            return None
-        try:
-            zip_file = await dagger_directory_as_zip_file(
-                self.dagger_client,
-                await self.dagger_client.host().directory(
-                    f"{self.context.connector.code_directory}/build/{test_logs_dir_name_in_container}"
-                ),
-                test_logs_dir_name_in_zip,
-            )
-            return Artifact(
-                name=f"{test_logs_dir_name_in_zip}.zip",
-                content=zip_file,
-                content_type="application/zip",
-                to_upload=True,
-            )
-        except ExecError as e:
-            self.context.logger.error(str(e))
-        return None
-
-    async def _collect_test_results(self) -> Optional[Artifact]:
-        """
-        Exports the junit test results into the host filesystem as a zip file.
-        The docs in the container are expected to be in build/test-results, and will end up test-artifact directory by default
-        Only the XML files generated by junit are downloaded into the host filesystem
-        One can change the destination directory by setting the outputs
-        """
-        test_results_dir_name_in_container = "test-results"
-        test_results_dir_name_in_zip = f"test-results-{datetime.fromtimestamp(cast(float, self.context.pipeline_start_timestamp)).isoformat()}-{self.context.git_branch}-{self.gradle_task_name}".replace(
-            "/", "_"
-        )
-        if (
-            test_results_dir_name_in_container
-            not in await self.dagger_client.host().directory(f"{self.context.connector.code_directory}/build").entries()
-        ):
-            self.context.logger.warn(f"No {test_results_dir_name_in_container} found directory in the build folder")
-            return None
-        try:
-            zip_file = await dagger_directory_as_zip_file(
-                self.dagger_client,
-                await self.dagger_client.host().directory(
-                    f"{self.context.connector.code_directory}/build/{test_results_dir_name_in_container}"
-                ),
-                test_results_dir_name_in_zip,
-            )
-            return Artifact(
-                name=f"{test_results_dir_name_in_zip}.zip",
-                content=zip_file,
-                content_type="application/zip",
-                to_upload=True,
-            )
-        except ExecError as e:
-            self.context.logger.error(str(e))
-            return None
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/no_op.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/no_op.py
deleted file mode 100644
index 86b9712713a3..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/no_op.py
+++ /dev/null
@@ -1,22 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import Any
-
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-
-class NoOpStep(Step):
-    """A step that does nothing."""
-
-    title = "No Op"
-    should_log = False
-
-    def __init__(self, context: PipelineContext, step_status: StepStatus) -> None:
-        super().__init__(context)
-        self.step_status = step_status
-
-    async def _run(self, *args: Any, **kwargs: Any) -> StepResult:
-        return StepResult(step=self, status=self.step_status)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/poetry.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/poetry.py
deleted file mode 100644
index ebca7a7d612a..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/poetry.py
+++ /dev/null
@@ -1,37 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import List
-
-from pipelines.dagger.actions.python.poetry import with_poetry_module
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from pipelines.models.steps import Step, StepResult
-
-
-class PoetryRunStep(Step):
-    def __init__(self, context: PipelineContext, title: str, parent_dir_path: str, module_path: str, poetry_run_args: List[str]) -> None:
-        """A simple step that runs a given command inside a poetry project.
-
-        Args:
-            context (PipelineContext): context of the step
-            title (str): name of the step
-            parent_dir_path (str): The path to the parent directory of the poetry project
-            module_path (str): The path to the poetry project
-            poetry_run_args (List[str]): The arguments to pass to the poetry run command
-        """
-        self._title = title
-        super().__init__(context)
-
-        parent_dir = self.context.get_repo_dir(parent_dir_path)
-        module_path = module_path
-        self.poetry_run_args = poetry_run_args
-        self.poetry_run_container = with_poetry_module(self.context, parent_dir, module_path).with_entrypoint(["poetry", "run"])
-
-    @property
-    def title(self) -> str:
-        return self._title
-
-    async def _run(self) -> StepResult:
-        poetry_run_exec = self.poetry_run_container.with_exec(self.poetry_run_args, use_entrypoint=True)
-        return await self.get_step_result(poetry_run_exec)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/pull_request.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/pull_request.py
deleted file mode 100644
index 962d4018ed73..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/pull_request.py
+++ /dev/null
@@ -1,61 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext, PipelineContext
-from pipelines.helpers import github
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-if TYPE_CHECKING:
-    from pathlib import Path
-    from typing import Iterable, Optional
-
-
-class CreateOrUpdatePullRequest(Step):
-    context: ConnectorContext
-    pull: bool
-
-    title = "Create or update pull request on Airbyte repository"
-
-    def __init__(
-        self,
-        context: PipelineContext,
-        skip_ci: bool,
-        labels: Optional[Iterable[str]] = None,
-        github_auto_merge: bool = False,
-    ) -> None:
-        super().__init__(context)
-        self.skip_ci = skip_ci
-        self.labels = labels or []
-        self.github_auto_merge = github_auto_merge
-
-    async def _run(
-        self,
-        modified_repo_files: Iterable[Path],
-        branch_id: str,
-        commit_message: str,
-        pr_title: str,
-        pr_body: str,
-    ) -> StepResult:
-        if self.context.ci_github_access_token is None:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr="No github access token provided")
-
-        try:
-            pr = github.create_or_update_github_pull_request(
-                modified_repo_files,
-                self.context.ci_github_access_token.value,
-                branch_id,
-                commit_message,
-                pr_title,
-                pr_body,
-                logger=self.logger,
-                skip_ci=self.skip_ci,
-                labels=self.labels,
-                github_auto_merge=self.github_auto_merge,
-            )
-        except Exception as e:
-            return StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e), exc_info=e)
-
-        return StepResult(step=self, status=StepStatus.SUCCESS, output=pr)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/python_registry.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/python_registry.py
deleted file mode 100644
index de1829584c1e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/steps/python_registry.py
+++ /dev/null
@@ -1,171 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import configparser
-import io
-import uuid
-from enum import Enum, auto
-from typing import Dict, Optional
-
-import tomli_w
-import tomllib
-from dagger import Container, Directory
-
-from pipelines.consts import PYPROJECT_TOML_FILE_PATH, SETUP_PY_FILE_PATH
-from pipelines.dagger.actions.python.poetry import with_poetry
-from pipelines.helpers.utils import sh_dash_c
-from pipelines.models.contexts.python_registry_publish import PythonPackageMetadata, PythonRegistryPublishContext
-from pipelines.models.steps import Step, StepResult
-
-
-class PackageType(Enum):
-    POETRY = auto()
-    PIP = auto()
-
-
-class PublishToPythonRegistry(Step):
-    context: PythonRegistryPublishContext
-    title = "Publish package to python registry"
-    max_retries = 3
-
-    def _get_base_container(self) -> Container:
-        return with_poetry(self.context)
-
-    async def _get_package_metadata_from_pyproject_toml(self, package_dir_to_publish: Directory) -> Optional[PythonPackageMetadata]:
-        pyproject_toml = package_dir_to_publish.file(PYPROJECT_TOML_FILE_PATH)
-        pyproject_toml_content = await pyproject_toml.contents()
-        contents = tomllib.loads(pyproject_toml_content)
-        try:
-            return PythonPackageMetadata(contents["tool"]["poetry"]["name"], contents["tool"]["poetry"]["version"])
-        except KeyError:
-            return None
-
-    async def _get_package_type(self, package_dir_to_publish: Directory) -> Optional[PackageType]:
-        files = await package_dir_to_publish.entries()
-        has_pyproject_toml = PYPROJECT_TOML_FILE_PATH in files
-        has_setup_py = SETUP_PY_FILE_PATH in files
-        if has_pyproject_toml:
-            return PackageType.POETRY
-        elif has_setup_py:
-            return PackageType.PIP
-        else:
-            return None
-
-    async def _run(self) -> StepResult:
-        package_dir_to_publish = await self.context.get_repo_dir(self.context.package_path)
-        package_type = await self._get_package_type(package_dir_to_publish)
-
-        if not package_type:
-            return self.skip("Connector does not have a pyproject.toml file or setup.py file, skipping.")
-
-        result = await self._ensure_package_name_and_version(package_dir_to_publish, package_type)
-        if result:
-            return result
-
-        self.logger.info(
-            f"Uploading package {self.context.package_metadata.name} version {self.context.package_metadata.version} to {self.context.registry}..."
-        )
-
-        return await self._publish(package_dir_to_publish, package_type)
-
-    async def _ensure_package_name_and_version(self, package_dir_to_publish: Directory, package_type: PackageType) -> Optional[StepResult]:
-        """
-        Try to infer package name and version from the pyproject.toml file. If it is not present, we need to have the package name and version set.
-        Setup.py packages need to set package name and version as parameter.
-
-        Returns None if package name and version are set, otherwise a StepResult with a skip message.
-        """
-        if self.context.package_metadata.name and self.context.package_metadata.version:
-            return None
-
-        if package_type is not PackageType.POETRY:
-            return self.skip("Connector does not have a pyproject.toml file and version and package name is not set otherwise, skipping.")
-
-        inferred_package_metadata = await self._get_package_metadata_from_pyproject_toml(package_dir_to_publish)
-
-        if not inferred_package_metadata:
-            return self.skip(
-                "Connector does not have a pyproject.toml file which specifies package name and version and they are not set otherwise, skipping."
-            )
-
-        if not self.context.package_metadata.name:
-            self.context.package_metadata.name = inferred_package_metadata.name
-        if not self.context.package_metadata.version:
-            self.context.package_metadata.version = inferred_package_metadata.version
-
-        return None
-
-    async def _publish(self, package_dir_to_publish: Directory, package_type: PackageType) -> StepResult:
-        if package_type is PackageType.PIP:
-            return await self._pip_publish(package_dir_to_publish)
-        else:
-            return await self._poetry_publish(package_dir_to_publish)
-
-    async def _poetry_publish(self, package_dir_to_publish: Directory) -> StepResult:
-        pyproject_toml = package_dir_to_publish.file(PYPROJECT_TOML_FILE_PATH)
-        pyproject_toml_content = await pyproject_toml.contents()
-        contents = tomllib.loads(pyproject_toml_content)
-        # make sure package name and version are set to the configured one
-        contents["tool"]["poetry"]["name"] = self.context.package_metadata.name
-        contents["tool"]["poetry"]["version"] = self.context.package_metadata.version
-        # enforce consistent author
-        contents["tool"]["poetry"]["authors"] = ["Airbyte <contact@airbyte.io>"]
-        poetry_publish = (
-            self._get_base_container()
-            .with_secret_variable("PYTHON_REGISTRY_TOKEN", self.context.python_registry_token.as_dagger_secret(self.dagger_client))
-            .with_directory("package", package_dir_to_publish)
-            .with_workdir("package")
-            .with_new_file(PYPROJECT_TOML_FILE_PATH, contents=tomli_w.dumps(contents))
-            # Make sure these steps are always executed and not cached as they are triggering a side-effect (calling the registry)
-            # Env var setting needs to be in this block as well to make sure a change of the env var will be propagated correctly
-            .with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-            .with_exec(["poetry", "config", "repositories.mypypi", self.context.registry], use_entrypoint=True)
-            .with_exec(sh_dash_c(["poetry config pypi-token.mypypi $PYTHON_REGISTRY_TOKEN"]))
-            # Default timeout is set to 15 seconds
-            # We sometime face 443 HTTP read timeout responses from PyPi
-            # Setting it to 60 seconds to avoid transient publish failures
-            .with_env_variable("POETRY_REQUESTS_TIMEOUT", "60")
-            .with_exec(sh_dash_c(["poetry publish --build --repository mypypi -vvv --no-interaction"]))
-        )
-
-        return await self.get_step_result(poetry_publish)
-
-    async def _pip_publish(self, package_dir_to_publish: Directory) -> StepResult:
-        files = await package_dir_to_publish.entries()
-        metadata: Dict[str, str] = {
-            "name": str(self.context.package_metadata.name),
-            "version": str(self.context.package_metadata.version),
-            # Enforce consistent author
-            "author": "Airbyte",
-            "author_email": "contact@airbyte.io",
-        }
-        if "README.md" in files:
-            metadata["long_description"] = await package_dir_to_publish.file("README.md").contents()
-            metadata["long_description_content_type"] = "text/markdown"
-
-        config = configparser.ConfigParser()
-        config["metadata"] = metadata
-
-        setup_cfg_io = io.StringIO()
-        config.write(setup_cfg_io)
-        setup_cfg = setup_cfg_io.getvalue()
-
-        twine_upload = (
-            self._get_base_container()
-            .with_exec(sh_dash_c(["apt-get update", "apt-get install -y twine"]))
-            .with_directory("package", package_dir_to_publish)
-            .with_workdir("package")
-            .with_exec(["sed", "-i", "/name=/d; /author=/d; /author_email=/d; /version=/d", SETUP_PY_FILE_PATH], use_entrypoint=True)
-            .with_new_file("setup.cfg", contents=setup_cfg)
-            .with_exec(["pip", "install", "--upgrade", "setuptools", "wheel"], use_entrypoint=True)
-            .with_exec(["python", SETUP_PY_FILE_PATH, "sdist", "bdist_wheel"], use_entrypoint=True)
-            # Make sure these steps are always executed and not cached as they are triggering a side-effect (calling the registry)
-            # Env var setting needs to be in this block as well to make sure a change of the env var will be propagated correctly
-            .with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-            .with_secret_variable("TWINE_USERNAME", self.context.dagger_client.set_secret("pypi_username", "__token__"))
-            .with_secret_variable("TWINE_PASSWORD", self.context.python_registry_token.as_dagger_secret(self.dagger_client))
-            .with_exec(["twine", "upload", "--verbose", "--repository-url", self.context.registry, "dist/*"], use_entrypoint=True)
-        )
-
-        return await self.get_step_result(twine_upload)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py
deleted file mode 100644
index 2418143507dc..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/__init__.py
+++ /dev/null
@@ -1,19 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pathlib import Path
-
-INTERNAL_POETRY_PACKAGES = [
-    "airbyte-ci/connectors/auto_merge",
-    "airbyte-ci/connectors/pipelines",
-    "airbyte-ci/connectors/connectors_insights",
-    "airbyte-ci/connectors/connector_ops",
-    "airbyte-ci/connectors/ci_credentials",
-    "airbyte-ci/connectors/erd",
-    "airbyte-ci/connectors/live-tests",
-    "airbyte-ci/connectors/metadata_service/lib",
-    "airbyte-integrations/bases/connector-acceptance-test",
-]
-
-INTERNAL_POETRY_PACKAGES_PATH = [Path(package) for package in INTERNAL_POETRY_PACKAGES]
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/commands.py
deleted file mode 100644
index 15ec6831423b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/commands.py
+++ /dev/null
@@ -1,131 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-import asyncclick as click
-import asyncer
-
-from pipelines.airbyte_ci.test import INTERNAL_POETRY_PACKAGES, INTERNAL_POETRY_PACKAGES_PATH, pipeline
-from pipelines.cli.click_decorators import click_ci_requirements_option, click_ignore_unused_kwargs, click_merge_args_into_context_obj
-from pipelines.helpers.git import get_modified_files
-from pipelines.helpers.utils import transform_strs_to_paths
-from pipelines.models.contexts.click_pipeline_context import ClickPipelineContext, pass_pipeline_context
-from pipelines.models.steps import StepStatus
-
-if TYPE_CHECKING:
-    from pathlib import Path
-    from typing import List, Set, Tuple
-
-
-async def find_modified_internal_packages(pipeline_context: ClickPipelineContext) -> Set[Path]:
-    """Finds the modified internal packages according to the modified files on the branch/commit.
-
-    Args:
-        pipeline_context (ClickPipelineContext): The context object.
-
-    Returns:
-        Set[Path]: The set of modified internal packages.
-    """
-    modified_files = transform_strs_to_paths(
-        await get_modified_files(
-            pipeline_context.params["git_branch"],
-            pipeline_context.params["git_revision"],
-            pipeline_context.params["diffed_branch"],
-            pipeline_context.params["is_local"],
-            pipeline_context.params["ci_context"],
-            git_repo_url=pipeline_context.params["git_repo_url"],
-        )
-    )
-    modified_packages = set()
-    for modified_file in modified_files:
-        for internal_package in INTERNAL_POETRY_PACKAGES_PATH:
-            if modified_file.is_relative_to(internal_package):
-                modified_packages.add(internal_package)
-    return modified_packages
-
-
-async def get_packages_to_run(pipeline_context: ClickPipelineContext) -> Set[Path]:
-    """Gets the packages to run the poe tasks on.
-
-    Args:
-        pipeline_context (ClickPipelineContext): The context object.
-
-    Raises:
-        click.ClickException: If no packages are specified to run the poe tasks on.
-
-    Returns:
-        Set[Path]: The set of packages to run the poe tasks on.
-    """
-    if not pipeline_context.params["poetry_package_paths"] and not pipeline_context.params["modified"]:
-        raise click.ClickException("You must specify at least one package to test.")
-
-    poetry_package_paths = set()
-    if pipeline_context.params["modified"]:
-        poetry_package_paths = await find_modified_internal_packages(pipeline_context)
-
-    return poetry_package_paths.union(set(pipeline_context.params["poetry_package_paths"]))
-
-
-def crash_on_any_failure(poetry_package_poe_tasks_results: List[Tuple[Path, asyncer.SoonValue]]) -> None:
-    """Fail the command if any of the poe tasks failed.
-
-    Args:
-        poetry_package_poe_tasks_results (List[Tuple[Path, asyncer.SoonValue]]): The results of the poe tasks.
-
-    Raises:
-        click.ClickException: If any of the poe tasks failed.
-    """
-    failed_packages = set()
-    for poetry_package_paths, package_result in poetry_package_poe_tasks_results:
-        poe_command_results = package_result.value
-        if any([result.status is StepStatus.FAILURE for result in poe_command_results]):
-            failed_packages.add(poetry_package_paths)
-    if failed_packages:
-        raise click.ClickException(
-            f"The following packages failed to run poe tasks:  {', '.join([str(package_path) for package_path in failed_packages])}"
-        )
-    return None
-
-
-@click.command()
-@click.option("--modified", default=False, is_flag=True, help="Run on modified internal packages.")
-@click.option(
-    "--poetry-package-path",
-    "-p",
-    "poetry_package_paths",
-    help="The path to the poetry package to test.",
-    type=click.Choice(INTERNAL_POETRY_PACKAGES),
-    multiple=True,
-)
-@click_ci_requirements_option()
-@click_merge_args_into_context_obj
-@pass_pipeline_context
-@click_ignore_unused_kwargs
-# TODO this command should be renamed ci and go under the poetry command group
-# e.g. airbyte-ci poetry ci --poetry-package-path airbyte-ci/connectors/pipelines
-async def test(pipeline_context: ClickPipelineContext) -> None:
-    """Runs the tests for the given airbyte-ci package
-
-    Args:
-        pipeline_context (ClickPipelineContext): The context object.
-    """
-    poetry_package_paths = await get_packages_to_run(pipeline_context)
-    click.echo(f"Running poe tasks of the following packages: {', '.join([str(package_path) for package_path in poetry_package_paths])}")
-    dagger_client = await pipeline_context.get_dagger_client()
-
-    poetry_package_poe_tasks_results: List[Tuple[Path, asyncer.SoonValue]] = []
-    async with asyncer.create_task_group() as poetry_packages_task_group:
-        for poetry_package_path in poetry_package_paths:
-            poetry_package_poe_tasks_results.append(
-                (
-                    poetry_package_path,
-                    poetry_packages_task_group.soonify(pipeline.run_poe_tasks_for_package)(
-                        dagger_client, poetry_package_path, pipeline_context.params
-                    ),
-                )
-            )
-
-    crash_on_any_failure(poetry_package_poe_tasks_results)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/models.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/models.py
deleted file mode 100644
index e5b2aae93c6a..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/models.py
+++ /dev/null
@@ -1,38 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import os
-from typing import Dict, List, Set
-
-from pydantic import BaseModel, Field, validator
-
-
-class AirbyteCiPackageConfiguration(BaseModel):
-    poe_tasks: Set[str] = Field(..., description="List of unique poe tasks to run")
-    required_environment_variables: Set[str] = Field(
-        set(), description="List of unique required environment variables to pass to the container running the poe task"
-    )
-    poetry_extras: Set[str] = Field(set(), description="List of unique poetry extras to install")
-    optional_poetry_groups: Set[str] = Field(set(), description="List of unique poetry groups to install")
-    side_car_docker_engine: bool = Field(
-        False, description="Flag indicating the use of a sidecar Docker engine during the poe task executions"
-    )
-    mount_docker_socket: bool = Field(
-        False,
-        description="Flag indicating the mount of the host docker socket to the container running the poe task, useful when the package under test is using dagger",
-    )
-    python_versions: List[str] = Field(description="List of unique python versions to run the poe tasks on")
-
-    @validator("required_environment_variables")
-    def check_required_environment_variables_are_set(cls, value: Set) -> Set:
-        for required_env_var in value:
-            if required_env_var not in os.environ:
-                raise ValueError(f"Environment variable {required_env_var} is not set.")
-        return value
-
-
-def deserialize_airbyte_ci_config(pyproject_toml: Dict) -> AirbyteCiPackageConfiguration:
-    try:
-        airbyte_ci_config = pyproject_toml["tool"]["airbyte_ci"]
-    except KeyError:
-        raise ValueError("Missing tool.airbyte_ci configuration in pyproject.toml")
-    return AirbyteCiPackageConfiguration.parse_obj(airbyte_ci_config)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/pipeline.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/pipeline.py
deleted file mode 100644
index ef0a14199396..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/test/pipeline.py
+++ /dev/null
@@ -1,355 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import logging
-import os
-from typing import TYPE_CHECKING
-
-import asyncer
-import dagger
-import toml
-
-from pipelines.airbyte_ci.test.models import deserialize_airbyte_ci_config
-from pipelines.consts import DOCKER_HOST_NAME, DOCKER_HOST_PORT, DOCKER_VERSION, POETRY_CACHE_VOLUME_NAME, PYPROJECT_TOML_FILE_PATH
-from pipelines.dagger.actions.system import docker
-from pipelines.helpers.github import update_commit_status_check
-from pipelines.helpers.utils import sh_dash_c
-from pipelines.models.steps import PoeTaskResult, StepStatus
-
-if TYPE_CHECKING:
-    from logging import Logger
-    from pathlib import Path
-    from typing import Dict, List
-
-    from pipelines.airbyte_ci.test.models import AirbyteCiPackageConfiguration
-
-# The following directories are always mounted because a lot of tests rely on them
-DIRECTORIES_TO_ALWAYS_MOUNT = [
-    ".git",  # This is needed as some package tests rely on being in a git repo
-    ".github",
-    "docs",
-    "airbyte-integrations",
-    "airbyte-ci",
-    "airbyte-cdk",
-    PYPROJECT_TOML_FILE_PATH,
-    "LICENSE_SHORT",
-    "poetry.lock",
-    "spotless-maven-pom.xml",
-    "tools/gradle/codestyle/java-google-style.xml",
-]
-
-DEFAULT_EXCLUDE = ["**/__pycache__", "**/.pytest_cache", "**/.venv", "**.log", "**/.gradle"]
-
-DEFAULT_CONTAINER_IMAGE = "python:{version}"
-
-VERSION_CONTAINER_IMAGES = {
-    "3.10": DEFAULT_CONTAINER_IMAGE.format(version="3.10.12"),
-    "3.11": DEFAULT_CONTAINER_IMAGE.format(version="3.11.9"),
-}
-
-
-async def get_filtered_airbyte_repo_dir(dagger_client: dagger.Client, poetry_package_path: Path) -> dagger.Directory:
-    """Get a filtered airbyte repo directory with the directories to always mount and the poetry package path.
-
-    Args:
-        dagger_client (dagger.Client): Dagger client.
-        poetry_package_path (Path): Path to the poetry package in the airbyte repo.
-
-    Returns:
-        dagger.Directory: The filtered airbyte repo directory.
-    """
-    directories_to_mount = list(set([str(poetry_package_path), *DIRECTORIES_TO_ALWAYS_MOUNT]))
-    return dagger_client.host().directory(
-        ".",
-        exclude=DEFAULT_EXCLUDE,
-        include=directories_to_mount,
-    )
-
-
-async def get_poetry_package_dir(airbyte_repo_dir: dagger.Directory, poetry_package_path: Path) -> dagger.Directory:
-    """Get the poetry package directory from the airbyte repo directory.
-
-    Args:
-        airbyte_repo_dir (dagger.Directory): The airbyte repo directory.
-        poetry_package_path (Path): Path to the poetry package in the airbyte repo.
-
-    Raises:
-        FileNotFoundError: If the pyproject.toml file is not found in the poetry package directory.
-        FileNotFoundError: If the poetry package directory is not found in the airbyte repo directory.
-
-    Returns:
-        dagger.Directory: The poetry package directory.
-    """
-    try:
-        package_directory = await airbyte_repo_dir.directory(str(poetry_package_path))
-        if PYPROJECT_TOML_FILE_PATH not in await package_directory.entries():
-            raise FileNotFoundError(f"Could not find pyproject.toml in {poetry_package_path}, are you sure this is a poetry package?")
-    except dagger.DaggerError:
-        raise FileNotFoundError(f"Could not find {poetry_package_path} in the repository, are you sure this path is correct?")
-    return package_directory
-
-
-async def get_airbyte_ci_package_config(poetry_package_dir: dagger.Directory) -> AirbyteCiPackageConfiguration:
-    """Get the airbyte ci package configuration from the pyproject.toml file in the poetry package directory.
-
-    Args:
-        poetry_package_dir (dagger.Directory): The poetry package directory.
-
-    Returns:
-        AirbyteCiPackageConfiguration: The airbyte ci package configuration.
-    """
-    raw_pyproject_toml = await poetry_package_dir.file(PYPROJECT_TOML_FILE_PATH).contents()
-    pyproject_toml = toml.loads(raw_pyproject_toml)
-    return deserialize_airbyte_ci_config(pyproject_toml)
-
-
-def get_poetry_base_container(dagger_client: dagger.Client, python_version: str) -> dagger.Container:
-    """Get a base container with system dependencies to run poe tasks of poetry package:
-    - git: required for packages using GitPython
-    - poetry
-    - poethepoet
-    - docker: required for packages using docker in their tests
-
-    Args:
-        dagger_client (dagger.Client): The dagger client.
-
-    Returns:
-        dagger.Container: The base container.
-    """
-    poetry_cache_volume: dagger.CacheVolume = dagger_client.cache_volume(POETRY_CACHE_VOLUME_NAME)
-    poetry_cache_path = "/root/.cache/poetry"
-    container_image = VERSION_CONTAINER_IMAGES.get(python_version, DEFAULT_CONTAINER_IMAGE.format(version=python_version))
-    return (
-        dagger_client.container()
-        .from_(container_image)
-        .with_env_variable("PIPX_BIN_DIR", "/usr/local/bin")
-        .with_env_variable("POETRY_CACHE_DIR", poetry_cache_path)
-        .with_mounted_cache(poetry_cache_path, poetry_cache_volume)
-        .with_exec(
-            sh_dash_c(
-                [
-                    "apt-get update",
-                    "apt-get install -y bash git curl",
-                    "pip install pipx",
-                    "pipx ensurepath",
-                    "pipx install poetry",
-                    "pipx install poethepoet",
-                ]
-            )
-        )
-        .with_env_variable("VERSION", DOCKER_VERSION)
-        .with_exec(sh_dash_c(["curl -fsSL https://get.docker.com | sh"]))
-    )
-
-
-def prepare_container_for_poe_tasks(
-    dagger_client: dagger.Client,
-    airbyte_repo_dir: dagger.Directory,
-    airbyte_ci_package_config: AirbyteCiPackageConfiguration,
-    poetry_package_path: Path,
-    pipeline_context_params: Dict,
-    python_version: str,
-) -> dagger.Container:
-    """Prepare a container to run poe tasks for a poetry package.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client.
-        airbyte_repo_dir (dagger.Directory): The airbyte repo directory.
-        airbyte_ci_package_config (AirbyteCiPackageConfiguration): The airbyte ci package configuration.
-        poetry_package_path (Path): The path to the poetry package in the airbyte repo.
-        pipeline_context_params (Dict): The pipeline context parameters.
-
-    Returns:
-        dagger.Container: The container to run poe tasks for the poetry package.
-    """
-
-    # BE CAREFUL ABOUT THE ORDER OF THESE INSTRUCTIONS
-    # PLEASE REMIND THAT DAGGER OPERATION ARE CACHED LIKE IN DOCKERFILE:
-    # ANY CHANGE IN THE INPUTS OF AN OPERATION WILL INVALIDATE THE DOWNSTREAM OPERATIONS CACHE
-
-    # Start from the base container
-    container = get_poetry_base_container(dagger_client, python_version)
-
-    # Set the CI environment variable
-    is_ci = pipeline_context_params["is_ci"]
-    if is_ci:
-        container = container.with_env_variable("CI", "true")
-
-    # Bind to dockerd service if needed
-    if airbyte_ci_package_config.side_car_docker_engine:
-        dockerd_service = docker.with_global_dockerd_service(dagger_client)
-        container = (
-            container.with_env_variable("DOCKER_HOST", f"tcp://{DOCKER_HOST_NAME}:{DOCKER_HOST_PORT}")
-            .with_env_variable("DOCKER_HOST_NAME", DOCKER_HOST_NAME)
-            .with_service_binding(DOCKER_HOST_NAME, dockerd_service)
-        )
-
-    # Mount the docker socket if needed
-    if airbyte_ci_package_config.mount_docker_socket:
-        container = container.with_unix_socket("/var/run/docker.sock", dagger_client.host().unix_socket("/var/run/docker.sock"))
-
-    # Set the required environment variables according to the package configuration
-    for required_env_var in airbyte_ci_package_config.required_environment_variables:
-        # We consider any environment variable as a secret for safety reasons
-        secret_env_var = dagger_client.set_secret(required_env_var, os.environ[required_env_var])
-        container = container.with_secret_variable(required_env_var, secret_env_var)
-
-    # Mount the airbyte repo directory
-    container = container.with_mounted_directory("/airbyte", airbyte_repo_dir)
-
-    # Set working directory to the poetry package directory
-    container = container.with_workdir(f"/airbyte/{poetry_package_path}")
-
-    # If a package from `airbyte-platform-internal` is required, modify the entry in pyproject.toml to use https instead of ssh,
-    # when run in Github Actions
-    # This is currently required for getting the connection-retriever package, for regression tests.
-    if is_ci:
-        container = (
-            container.with_exec(
-                [
-                    "sed",
-                    "-i",
-                    "-E",
-                    r"s,git@github\.com:airbytehq/airbyte-platform-internal,https://github.com/airbytehq/airbyte-platform-internal.git,",
-                    "pyproject.toml",
-                ],
-                use_entrypoint=True,
-            )
-            .with_exec(
-                [
-                    "poetry",
-                    "source",
-                    "add",
-                    "--priority=supplemental",
-                    "airbyte-platform-internal-source",
-                    "https://github.com/airbytehq/airbyte-platform-internal.git",
-                ],
-                use_entrypoint=True,
-            )
-            .with_secret_variable(
-                "CI_GITHUB_ACCESS_TOKEN",
-                dagger_client.set_secret("CI_GITHUB_ACCESS_TOKEN", pipeline_context_params["ci_github_access_token"].value),
-            )
-            .with_exec(
-                [
-                    "/bin/sh",
-                    "-c",
-                    "poetry config http-basic.airbyte-platform-internal-source octavia-squidington-iii $CI_GITHUB_ACCESS_TOKEN",
-                ],
-                use_entrypoint=True,
-            )
-            .with_exec(["poetry", "lock"], use_entrypoint=True)
-        )
-
-    # Install the poetry package
-    container = container.with_exec(
-        ["poetry", "install"]
-        + [f"--with={group}" for group in airbyte_ci_package_config.optional_poetry_groups]
-        + [f"--extras={extra}" for extra in airbyte_ci_package_config.poetry_extras]
-    )
-    return container
-
-
-async def run_poe_task(container: dagger.Container, poe_task: str) -> PoeTaskResult:
-    """Run the poe task in the container and return a PoeTaskResult.
-
-    Args:
-        container (dagger.Container): The container to run the poe task in.
-        poe_task (str): The poe task to run.
-
-    Returns:
-        PoeTaskResult: The result of the command execution.
-    """
-    try:
-        executed_container = await container.with_exec(["poe", poe_task], use_entrypoint=True)
-        return PoeTaskResult(
-            task_name=poe_task,
-            status=StepStatus.SUCCESS,
-            stdout=await executed_container.stdout(),
-            stderr=await executed_container.stderr(),
-        )
-    except dagger.ExecError as e:
-        return PoeTaskResult(task_name=poe_task, status=StepStatus.FAILURE, exc_info=e)
-
-
-async def run_and_log_poe_task_results(
-    pipeline_context_params: Dict, package_name: str, container: dagger.Container, poe_task: str, logger: Logger
-) -> PoeTaskResult:
-    """Run the poe task in the container and log the result.
-
-    Args:
-        pipeline_context_params (Dict): The pipeline context parameters.
-        package_name (str): The name of the package to run the poe task for.
-        container (dagger.Container): The container to run the poe task in.
-        poe_task (str): The poe task to run.
-        logger (Logger): The logger to log the result.
-
-    Returns:
-        PoeTaskResult: The result of the command execution.
-    """
-
-    commit_status_check_params = {
-        "sha": pipeline_context_params["git_revision"],
-        "description": f"{poe_task} execution for {package_name}",
-        "context": f"{package_name} - {poe_task}",
-        "target_url": f"{pipeline_context_params['gha_workflow_run_url']}",
-        "should_send": pipeline_context_params["is_ci"],
-        "logger": logger,
-    }
-
-    logger.info(f"Running poe task: {poe_task}")
-    # Send pending status check
-    update_commit_status_check(**{**commit_status_check_params, "state": "pending"})
-    result = await run_poe_task(container, poe_task)
-    result.log(logger)
-    # Send the final status check
-    update_commit_status_check(**{**commit_status_check_params, "state": result.status.get_github_state()})
-
-    return result
-
-
-async def run_poe_tasks_for_package(
-    dagger_client: dagger.Client, poetry_package_path: Path, pipeline_context_params: Dict
-) -> List[PoeTaskResult]:
-    """Concurrently Run the poe tasks declared in pyproject.toml for a poetry package.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client.
-        poetry_package_path (Path): The path to the poetry package in the airbyte repo.
-        pipeline_context_params (Dict): The pipeline context parameters.
-    Returns:
-        List[PoeTaskResult]: The results of the poe tasks.
-    """
-    dagger_client = dagger_client
-    airbyte_repo_dir = await get_filtered_airbyte_repo_dir(dagger_client, poetry_package_path)
-    package_dir = await get_poetry_package_dir(airbyte_repo_dir, poetry_package_path)
-    package_config = await get_airbyte_ci_package_config(package_dir)
-
-    logger = logging.getLogger(str(poetry_package_path))
-
-    if not package_config.poe_tasks:
-        logger.warning("No poe tasks to run.")
-        return []
-
-    logger.info(f"Python versions: {package_config.python_versions}")
-
-    poe_task_results: List[asyncer.SoonValue] = []
-    return_results = []
-
-    for python_version in package_config.python_versions:
-        container = prepare_container_for_poe_tasks(
-            dagger_client, airbyte_repo_dir, package_config, poetry_package_path, pipeline_context_params, python_version
-        )
-
-        async with asyncer.create_task_group() as poe_tasks_task_group:
-            for task in package_config.poe_tasks:
-                poe_task_results.append(
-                    poe_tasks_task_group.soonify(run_and_log_poe_task_results)(
-                        pipeline_context_params, str(poetry_package_path), container, task, logger.getChild(f"@{python_version}")
-                    )
-                )
-
-        return_results.extend([result.value for result in poe_task_results])
-
-    return return_results
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/update/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/update/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/update/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/update/commands.py b/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/update/commands.py
deleted file mode 100644
index 690c5ae56f94..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/update/commands.py
+++ /dev/null
@@ -1,24 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import logging
-
-import asyncclick as click
-
-from pipelines.cli.auto_update import is_dev_command
-from pipelines.external_scripts.airbyte_ci_dev_install import main as install_airbyte_ci_dev_pipx
-from pipelines.external_scripts.airbyte_ci_install import main as install_airbyte_ci_binary
-
-
-@click.command()
-@click.option("--version", default="latest", type=str, help="The version to update to.")
-async def update(version: str) -> None:
-    """Updates airbyte-ci to the latest version."""
-    is_dev = is_dev_command()
-    if is_dev:
-        logging.info("Updating to the latest development version of airbyte-ci...")
-        install_airbyte_ci_dev_pipx()
-    else:
-        logging.info("Updating to the latest version of airbyte-ci...")
-        install_airbyte_ci_binary(version)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/airbyte_ci.py b/airbyte-ci/connectors/pipelines/pipelines/cli/airbyte_ci.py
deleted file mode 100644
index ca06ffeab448..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/airbyte_ci.py
+++ /dev/null
@@ -1,218 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module is the CLI entrypoint to the airbyte-ci commands."""
-
-from __future__ import annotations
-
-# HACK! IMPORTANT! This import and function call must be the first import in this file
-# This is needed to ensure that the working directory is the root of the airbyte repo
-# ruff: noqa: E402
-from pipelines.cli.ensure_repo_root import set_working_directory_to_root
-
-set_working_directory_to_root()
-
-import logging
-import multiprocessing
-import os
-import sys
-from typing import Optional
-
-import asyncclick as click
-import docker  # type: ignore
-from github import PullRequest
-
-from pipelines import main_logger
-from pipelines.cli.auto_update import __installed_version__, check_for_upgrade, pre_confirm_auto_update_flag
-from pipelines.cli.click_decorators import (
-    CI_REQUIREMENTS_OPTION_NAME,
-    click_append_to_context_object,
-    click_ci_requirements_option,
-    click_ignore_unused_kwargs,
-    click_merge_args_into_context_obj,
-)
-from pipelines.cli.confirm_prompt import pre_confirm_all_flag
-from pipelines.cli.lazy_group import LazyGroup
-from pipelines.cli.secrets import wrap_gcp_credentials_in_secret, wrap_in_secret
-from pipelines.cli.telemetry import click_track_command
-from pipelines.consts import DAGGER_WRAP_ENV_VAR_NAME, LOCAL_BUILD_PLATFORM, CIContext
-from pipelines.dagger.actions.connector.hooks import get_dagger_sdk_version
-from pipelines.helpers import github
-from pipelines.helpers.git import get_current_git_branch, get_current_git_revision
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL, AIRBYTE_GITHUB_REPO_URL_PREFIX
-from pipelines.helpers.utils import get_current_epoch_time
-from pipelines.models.secrets import InMemorySecretStore
-
-
-def log_context_info(ctx: click.Context) -> None:
-    main_logger.info(f"Running airbyte-ci version {__installed_version__}")
-    main_logger.info(f"Running dagger version {get_dagger_sdk_version()}")
-    main_logger.info("Running airbyte-ci in CI mode.")
-    main_logger.info(f"CI Context: {ctx.obj['ci_context']}")
-    main_logger.info(f"CI Report Bucket Name: {ctx.obj['ci_report_bucket_name']}")
-    main_logger.info(f"Git Repo URL: {ctx.obj['git_repo_url']}")
-    main_logger.info(f"Git Branch: {ctx.obj['git_branch']}")
-    main_logger.info(f"Git Revision: {ctx.obj['git_revision']}")
-    main_logger.info(f"GitHub Workflow Run ID: {ctx.obj['gha_workflow_run_id']}")
-    main_logger.info(f"GitHub Workflow Run URL: {ctx.obj['gha_workflow_run_url']}")
-    main_logger.info(f"Pull Request Number: {ctx.obj['pull_request_number']}")
-    main_logger.info(f"Pipeline Start Timestamp: {ctx.obj['pipeline_start_timestamp']}")
-    main_logger.info(f"Local build platform: {LOCAL_BUILD_PLATFORM}")
-
-
-def _get_gha_workflow_run_url(ctx: click.Context) -> Optional[str]:
-    gha_workflow_run_id = ctx.obj["gha_workflow_run_id"]
-    if not gha_workflow_run_id:
-        return None
-
-    return f"{AIRBYTE_GITHUB_REPO_URL_PREFIX}/actions/runs/{gha_workflow_run_id}"
-
-
-def _get_pull_request(ctx: click.Context) -> Optional[PullRequest.PullRequest]:
-    pull_request_number = ctx.obj["pull_request_number"]
-    ci_github_access_token = ctx.obj["ci_github_access_token"]
-
-    can_get_pull_request = pull_request_number and ci_github_access_token
-    if not can_get_pull_request:
-        return None
-    return github.get_pull_request(pull_request_number, ci_github_access_token)
-
-
-def check_local_docker_configuration() -> None:
-    try:
-        docker_client = docker.from_env()
-    except Exception as e:
-        raise click.UsageError(f"Could not connect to docker daemon: {e}")
-    daemon_info = docker_client.info()
-    docker_cpus_count = daemon_info["NCPU"]
-    local_cpus_count = multiprocessing.cpu_count()
-    if docker_cpus_count < local_cpus_count:
-        logging.warning(
-            f"Your docker daemon is configured with less CPUs than your local machine ({docker_cpus_count} vs. {local_cpus_count}). This may slow down the airbyte-ci execution. Please consider increasing the number of CPUs allocated to your docker daemon in the Resource Allocation settings of Docker."
-        )
-
-
-def is_dagger_run_enabled_by_default() -> bool:
-    if CI_REQUIREMENTS_OPTION_NAME in sys.argv:
-        return False
-
-    dagger_run_by_default = [
-        ["connectors", "test"],
-        ["connectors", "build"],
-        ["test"],
-        ["metadata_service"],
-    ]
-
-    for command_tokens in dagger_run_by_default:
-        if all(token in sys.argv for token in command_tokens):
-            return True
-
-    return False
-
-
-def check_dagger_wrap() -> bool:
-    """
-    Check if the command is already wrapped by dagger run.
-    This is useful to avoid infinite recursion when calling dagger run from dagger run.
-    """
-    return os.getenv(DAGGER_WRAP_ENV_VAR_NAME) == "true"
-
-
-def is_current_process_wrapped_by_dagger_run() -> bool:
-    """
-    Check if the current process is wrapped by dagger run.
-    """
-    called_with_dagger_run = check_dagger_wrap()
-    main_logger.info(f"Called with dagger run: {called_with_dagger_run}")
-    return called_with_dagger_run
-
-
-# COMMANDS
-
-
-@click.group(
-    cls=LazyGroup,
-    help="Airbyte CI top-level command group.",
-    lazy_subcommands={
-        "connectors": "pipelines.airbyte_ci.connectors.commands.connectors",
-        "poetry": "pipelines.airbyte_ci.poetry.commands.poetry",
-        "metadata": "pipelines.airbyte_ci.metadata.commands.metadata",
-        "test": "pipelines.airbyte_ci.test.commands.test",
-        "update": "pipelines.airbyte_ci.update.commands.update",
-    },
-)
-@click.version_option(__installed_version__)
-@pre_confirm_all_flag
-@pre_confirm_auto_update_flag
-@click.option("--enable-dagger-run/--disable-dagger-run", default=is_dagger_run_enabled_by_default)
-@click.option("--enable-update-check/--disable-update-check", default=True)
-@click.option("--enable-auto-update/--disable-auto-update", default=True)
-@click.option("--is-local/--is-ci", default=True)
-@click.option("--git-repo-url", default=AIRBYTE_GITHUB_REPO_URL, envvar="CI_GIT_REPO_URL")
-@click.option("--git-branch", default=get_current_git_branch, envvar="CI_GIT_BRANCH")
-@click.option("--git-revision", default=get_current_git_revision, envvar="CI_GIT_REVISION")
-@click.option(
-    "--diffed-branch",
-    help="Branch to which the git diff will happen to detect new or modified connectors",
-    default="master",
-    type=str,
-)
-@click.option("--gha-workflow-run-id", help="[CI Only] The run id of the GitHub action workflow", default=None, type=str)
-@click.option("--ci-context", default=CIContext.MANUAL, envvar="CI_CONTEXT", type=click.Choice([c for c in CIContext]))
-@click.option("--pipeline-start-timestamp", default=get_current_epoch_time, envvar="CI_PIPELINE_START_TIMESTAMP", type=int)
-@click.option("--pull-request-number", envvar="PULL_REQUEST_NUMBER", type=int)
-@click.option("--ci-git-user", default="octavia-squidington-iii", envvar="CI_GIT_USER", type=str)
-@click.option("--ci-github-access-token", envvar="CI_GITHUB_ACCESS_TOKEN", type=str, callback=wrap_in_secret)
-@click.option("--ci-report-bucket-name", envvar="CI_REPORT_BUCKET_NAME", type=str)
-@click.option("--ci-artifact-bucket-name", envvar="CI_ARTIFACT_BUCKET_NAME", type=str)
-@click.option(
-    "--ci-gcp-credentials",
-    help="The service account to use during CI.",
-    type=click.STRING,
-    required=False,  # Not required for pre-release or local pipelines
-    envvar="GCP_GSM_CREDENTIALS",
-    callback=wrap_gcp_credentials_in_secret,
-)
-@click.option("--ci-job-key", envvar="CI_JOB_KEY", type=str)
-@click.option("--s3-build-cache-access-key-id", envvar="S3_BUILD_CACHE_ACCESS_KEY_ID", type=str, callback=wrap_in_secret)
-@click.option("--s3-build-cache-secret-key", envvar="S3_BUILD_CACHE_SECRET_KEY", type=str, callback=wrap_in_secret)
-@click.option("--show-dagger-logs/--hide-dagger-logs", default=False, type=bool)
-@click_ci_requirements_option()
-@click_track_command
-@click_merge_args_into_context_obj
-@click_append_to_context_object("is_ci", lambda ctx: not ctx.obj["is_local"])
-@click_append_to_context_object("gha_workflow_run_url", _get_gha_workflow_run_url)
-@click_append_to_context_object("pull_request", _get_pull_request)
-@click.pass_context
-@click_ignore_unused_kwargs
-async def airbyte_ci(ctx: click.Context) -> None:  # noqa D103
-    # Check that the command being run is not upgrade
-    is_update_command = ctx.invoked_subcommand == "update"
-    if ctx.obj["enable_update_check"] and ctx.obj["is_local"] and not is_update_command:
-        check_for_upgrade(
-            require_update=ctx.obj["is_local"],
-            enable_auto_update=ctx.obj["is_local"] and ctx.obj["enable_auto_update"],
-        )
-
-    if ctx.obj["enable_dagger_run"] and not is_current_process_wrapped_by_dagger_run():
-        main_logger.debug("Re-Running airbyte-ci with dagger run.")
-        from pipelines.cli.dagger_run import call_current_command_with_dagger_run
-
-        call_current_command_with_dagger_run()
-        return
-
-    if ctx.obj["is_local"]:
-        # This check is meaningful only when running locally
-        # In our CI the docker host used by the Dagger Engine is different from the one used by the runner.
-        check_local_docker_configuration()
-
-    if not ctx.obj["is_local"]:
-        log_context_info(ctx)
-
-    if not ctx.obj.get("secret_stores", {}).get("in_memory"):
-        ctx.obj["secret_stores"] = {"in_memory": InMemorySecretStore()}
-
-
-if __name__ == "__main__":
-    airbyte_ci()
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/auto_update.py b/airbyte-ci/connectors/pipelines/pipelines/cli/auto_update.py
deleted file mode 100644
index 6f7c16bae0ca..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/auto_update.py
+++ /dev/null
@@ -1,145 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-# HELPERS
-from __future__ import annotations
-
-import importlib
-import logging
-import os
-import sys
-from typing import TYPE_CHECKING
-
-import asyncclick as click
-import requests
-
-from pipelines import main_logger
-from pipelines.cli.confirm_prompt import confirm
-from pipelines.consts import LOCAL_PIPELINE_PACKAGE_PATH
-from pipelines.external_scripts.airbyte_ci_install import RELEASE_URL, get_airbyte_os_name
-
-if TYPE_CHECKING:
-    from typing import Callable
-
-__installed_version__ = importlib.metadata.version("pipelines")
-
-PROD_COMMAND = "airbyte-ci"
-DEV_COMMAND = "airbyte-ci-dev"
-AUTO_UPDATE_AGREE_KEY = "yes_auto_update"
-
-
-def pre_confirm_auto_update_flag(f: Callable) -> Callable:
-    """Decorator to add a --yes-auto-update flag to a command."""
-    return click.option(
-        "--yes-auto-update/--no-auto-update",
-        AUTO_UPDATE_AGREE_KEY,
-        is_flag=True,
-        default=True,
-        help="Skip prompts and automatically upgrade pipelines",
-    )(f)
-
-
-def _is_version_available(version: str, is_dev: bool) -> bool:
-    """
-    Check if an given version is available.
-    """
-
-    # Given that they can install from source, we don't need to check for upgrades
-    if is_dev:
-        return True
-
-    os_name = get_airbyte_os_name()
-    url = f"{RELEASE_URL}/{os_name}/{version}/airbyte-ci"
-
-    # Just check if the URL exists, but dont download it
-    return requests.head(url).ok
-
-
-def _get_latest_version() -> str:
-    """
-    Get the version of the latest release, which is just in the pyproject.toml file of the pipelines package
-    as this is an internal tool, we don't need to check for the latest version on PyPI
-    """
-    path_to_pyproject_toml = LOCAL_PIPELINE_PACKAGE_PATH + "pyproject.toml"
-    with open(path_to_pyproject_toml, "r") as f:
-        for line in f.readlines():
-            if "version" in line:
-                return line.split("=")[1].strip().replace('"', "")
-    raise Exception("Could not find version in pyproject.toml. Please ensure you are running from the root of the airbyte repo.")
-
-
-def is_dev_command() -> bool:
-    """
-    Check if the current command is the dev version of the command
-    """
-    current_command = " ".join(sys.argv)
-    return DEV_COMMAND in current_command
-
-
-def check_for_upgrade(
-    require_update: bool = True,
-    enable_auto_update: bool = True,
-) -> None:
-    """Check if the installed version of pipelines is up to date."""
-    current_command = " ".join(sys.argv)
-    latest_version = _get_latest_version()
-    is_out_of_date = latest_version > __installed_version__
-    if not is_out_of_date:
-        main_logger.info(f"airbyte-ci is up to date. Installed version: {__installed_version__}. Latest version: {latest_version}")
-        return
-
-    is_dev_version = is_dev_command()
-    upgrade_available = _is_version_available(latest_version, is_dev_version)
-    if not upgrade_available:
-        main_logger.warning(
-            f"airbyte-ci is out of date, but no upgrade is available yet. This likely means that a release is still being built. Installed version: {__installed_version__}. Latest version: {latest_version}"
-        )
-        return
-
-    parent_command = DEV_COMMAND if is_dev_version else PROD_COMMAND
-    upgrade_command = f"{parent_command} update"
-
-    # Tack on the specific version if it is not the latest version and it is not the dev version
-    # This is because the dev version always corresponds to the version in the local repository
-    if not is_dev_version:
-        upgrade_command = f"{upgrade_command} --version {latest_version}"
-
-    upgrade_error_message = f"""
-    🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
-
-    This version of `airbyte-ci` does not match that of your local airbyte repository.
-
-    Installed Version: {__installed_version__}.
-    Local Repository Version: {latest_version}
-
-    Please upgrade your local airbyte repository to the latest version using the following command:
-    $ {upgrade_command}
-
-    Alternatively you can skip this with the `--disable-update-check` flag.
-
-    🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨
-    """
-    logging.warning(upgrade_error_message)
-
-    # Ask the user if they want to upgrade
-    if enable_auto_update and confirm(
-        "Do you want to automatically upgrade?", default=True, additional_pre_confirm_key=AUTO_UPDATE_AGREE_KEY
-    ):
-        # if the current command contains `airbyte-ci-dev` is the dev version of the command
-        logging.info(f"[{'DEV' if is_dev_version else 'BINARY'}] Upgrading pipelines...")
-
-        upgrade_exit_code = os.system(upgrade_command)
-        if upgrade_exit_code != 0:
-            raise Exception(f"Failed to upgrade pipelines. Exit code: {upgrade_exit_code}")
-
-        logging.info(f"Re-running command: {current_command}")
-
-        # Re-run the command
-        command_exit_code = os.system(current_command)
-        sys.exit(command_exit_code)
-
-    if require_update:
-        raise Exception(upgrade_error_message)
-
-    return
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/click_decorators.py b/airbyte-ci/connectors/pipelines/pipelines/cli/click_decorators.py
deleted file mode 100644
index 7ede57342b7b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/click_decorators.py
+++ /dev/null
@@ -1,153 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import functools
-import inspect
-from functools import wraps
-from typing import Any, Callable, Type, TypeVar
-
-import asyncclick as click
-
-from pipelines.models.ci_requirements import CIRequirements
-
-_AnyCallable = Callable[..., Any]
-FC = TypeVar("FC", bound="_AnyCallable | click.core.Command")
-CI_REQUIREMENTS_OPTION_NAME = "--ci-requirements"
-
-
-def _contains_var_kwarg(f: Callable) -> bool:
-    return any(param.kind is inspect.Parameter.VAR_KEYWORD for param in inspect.signature(f).parameters.values())
-
-
-def _is_kwarg_of(key: str, f: Callable) -> bool:
-    param = inspect.signature(f).parameters.get(key)
-    if not param:
-        return False
-
-    return bool(param) and (param.kind is inspect.Parameter.KEYWORD_ONLY or param.kind is inspect.Parameter.POSITIONAL_OR_KEYWORD)
-
-
-def click_ignore_unused_kwargs(f: Callable) -> Callable:
-    """Make function ignore unmatched kwargs.
-
-    If the function already has the catch all **kwargs, do nothing.
-
-    Useful in the case that the argument is meant to be passed to a child command
-    and is not used by the parent command
-    """
-    if _contains_var_kwarg(f):
-        return f
-
-    @functools.wraps(f)
-    def inner(*args: Any, **kwargs: Any) -> Callable:
-        filtered_kwargs = {key: value for key, value in kwargs.items() if _is_kwarg_of(key, f)}
-        return f(*args, **filtered_kwargs)
-
-    return inner
-
-
-def click_merge_args_into_context_obj(f: Callable) -> Callable:
-    """
-    Decorator to pass click context and args to children commands.
-    """
-
-    def wrapper(*args: Any, **kwargs: Any) -> Callable:
-        ctx = click.get_current_context()
-        ctx.ensure_object(dict)
-        click_obj = ctx.obj
-        click_params = ctx.params
-        command_name = ctx.command.name
-
-        # Error if click_obj and click_params have the same key
-        intersection = set(click_obj.keys()) & set(click_params.keys())
-        if intersection:
-            raise ValueError(f"Your command '{command_name}' has defined options/arguments with the same key as its parent: {intersection}")
-
-        ctx.obj = {**click_obj, **click_params}
-        return f(*args, **kwargs)
-
-    return wrapper
-
-
-def click_append_to_context_object(key: str, value: Callable) -> Callable:
-    """
-    Decorator to append a value to the click context object.
-    """
-
-    def decorator(f: Callable) -> Callable:
-        async def wrapper(*args: Any, **kwargs: Any) -> Any:  # noqa: ANN401
-            ctx = click.get_current_context()
-            ctx.ensure_object(dict)
-
-            # if async, get the value, cannot use await
-            if inspect.iscoroutinefunction(value):
-                ctx.obj[key] = await value(ctx)
-            elif callable(value):
-                ctx.obj[key] = value(ctx)
-            else:
-                ctx.obj[key] = value
-            return await f(*args, **kwargs)
-
-        return wrapper
-
-    return decorator
-
-
-class LazyPassDecorator:
-    """
-    Used to create a decorator that will pass an instance of the given class to the decorated function.
-    """
-
-    def __init__(self, cls: Type[Any], *args: Any, **kwargs: Any) -> None:
-        """
-        Initialize the decorator with the given source class
-        """
-        self.cls = cls
-        self.args = args
-        self.kwargs = kwargs
-
-    def __call__(self, f: Callable[..., Any]) -> Callable[..., Any]:
-        """
-        Create a decorator that will pass an instance of the given class to the decorated function.
-        """
-
-        @wraps(f)
-        def decorated_function(*args: Any, **kwargs: Any) -> Any:  # noqa: ANN401
-            # Check if the kwargs already contain the arguments being passed by the decorator
-            decorator_kwargs = {k: v for k, v in self.kwargs.items() if k not in kwargs}
-            # Create an instance of the class
-            instance = self.cls(*self.args, **decorator_kwargs)
-            # If function has **kwargs, we can put the instance there
-            if "kwargs" in kwargs:
-                kwargs["kwargs"] = instance
-            # Otherwise, add it to positional arguments
-            else:
-                args = (*args, instance)
-            return f(*args, **kwargs)
-
-        return decorated_function
-
-
-def click_ci_requirements_option() -> Callable[[FC], FC]:
-    """Add a --ci-requirements option to the command.
-
-    Returns:
-        Callable[[FC], FC]: The decorated command.
-    """
-
-    def callback(ctx: click.Context, param: click.Parameter, value: bool) -> None:
-        if value:
-            ci_requirements = CIRequirements()
-            click.echo(ci_requirements.to_json())
-            ctx.exit()
-
-    return click.decorators.option(
-        CI_REQUIREMENTS_OPTION_NAME,
-        is_flag=True,
-        expose_value=False,
-        is_eager=True,
-        flag_value=True,
-        help="Show the CI requirements and exit. It used to make airbyte-ci client define the CI runners it will run on.",
-        callback=callback,
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/confirm_prompt.py b/airbyte-ci/connectors/pipelines/pipelines/cli/confirm_prompt.py
deleted file mode 100644
index b7504cb452f1..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/confirm_prompt.py
+++ /dev/null
@@ -1,33 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-import asyncclick as click
-
-if TYPE_CHECKING:
-    from typing import Any, Callable
-
-PRE_CONFIRM_ALL_KEY = "yes"
-
-
-def pre_confirm_all_flag(f: Callable) -> Callable:
-    """Decorator to add a --yes flag to a command."""
-    return click.option("-y", "--yes", PRE_CONFIRM_ALL_KEY, is_flag=True, default=False, help="Skip prompts and use default values")(f)
-
-
-def confirm(*args: Any, **kwargs: Any) -> bool:
-    """Confirm a prompt with the user, with support for a --yes flag."""
-    additional_pre_confirm_key = kwargs.pop("additional_pre_confirm_key", None)
-    ctx = click.get_current_context()
-    if ctx.obj.get(PRE_CONFIRM_ALL_KEY, False):
-        return True
-
-    if additional_pre_confirm_key:
-        if ctx.obj.get(additional_pre_confirm_key, False):
-            return True
-
-    return click.confirm(*args, **kwargs)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/dagger_pipeline_command.py b/airbyte-ci/connectors/pipelines/pipelines/cli/dagger_pipeline_command.py
deleted file mode 100644
index 9120bf59921e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/dagger_pipeline_command.py
+++ /dev/null
@@ -1,108 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups util function used in pipelines."""
-
-from __future__ import annotations
-
-import sys
-from pathlib import Path
-
-import asyncclick as click
-from dagger import DaggerError
-
-from pipelines import consts, main_logger
-from pipelines.consts import GCS_PUBLIC_DOMAIN, STATIC_REPORT_PREFIX
-from pipelines.helpers import sentry_utils
-from pipelines.helpers.gcs import upload_to_gcs
-from pipelines.helpers.utils import slugify
-
-
-class DaggerPipelineCommand(click.Command):
-    @sentry_utils.with_command_context
-    async def invoke(self, ctx: click.Context) -> None:
-        """Wrap parent invoke in a try catch suited to handle pipeline failures.
-        Args:
-            ctx (click.Context): The invocation context.
-        Raises:
-            e: Raise whatever exception that was caught.
-        """
-        command_name = self.name
-        main_logger.info(f"Running Dagger Command {command_name}...")
-        main_logger.info(
-            "If you're running this command for the first time the Dagger engine image will be pulled, it can take a short minute..."
-        )
-        ctx.obj["report_output_prefix"] = self.render_report_output_prefix(ctx)
-        dagger_logs_gcs_key = f"{ctx.obj['report_output_prefix']}/dagger-logs.txt"
-        try:
-            if not ctx.obj["show_dagger_logs"]:
-                dagger_log_dir = Path(f"{consts.LOCAL_REPORTS_PATH_ROOT}/{ctx.obj['report_output_prefix']}")
-                dagger_log_path = Path(f"{dagger_log_dir}/dagger.log").resolve()
-                ctx.obj["dagger_logs_path"] = dagger_log_path
-                main_logger.info(f"Saving dagger logs to: {dagger_log_path}")
-                if ctx.obj["is_ci"]:
-                    ctx.obj["dagger_logs_url"] = f"{GCS_PUBLIC_DOMAIN}/{ctx.obj['ci_report_bucket_name']}/{dagger_logs_gcs_key}"
-                else:
-                    ctx.obj["dagger_logs_url"] = None
-            else:
-                ctx.obj["dagger_logs_path"] = None
-            pipeline_success = await super().invoke(ctx)
-            if not pipeline_success:
-                raise DaggerError(f"Dagger Command {command_name} failed.")
-        except DaggerError as e:
-            main_logger.error(f"Dagger Command {command_name} failed", exc_info=e)
-            sys.exit(1)
-        finally:
-            if ctx.obj.get("dagger_logs_path"):
-                main_logger.info(f"Dagger logs saved to {ctx.obj['dagger_logs_path']}")
-                if ctx.obj["is_ci"] and ctx.obj["ci_gcp_credentials"] and ctx.obj["ci_report_bucket_name"]:
-                    gcs_uri, public_url = upload_to_gcs(
-                        ctx.obj["dagger_logs_path"],
-                        ctx.obj["ci_report_bucket_name"],
-                        dagger_logs_gcs_key,
-                        ctx.obj["ci_gcp_credentials"].value,
-                    )
-                    main_logger.info(f"Dagger logs saved to {gcs_uri}. Public URL: {public_url}")
-
-    @staticmethod
-    def render_report_output_prefix(ctx: click.Context) -> str:
-        """Render the report output prefix for any command in the Connector CLI.
-
-        The goal is to standardize the output of all logs and reports generated by the CLI
-        related to a specific command, and to a specific CI context.
-
-        Note: We cannot hoist this higher in the command hierarchy because only one level of
-        subcommands are available at the time the context is created.
-        """
-
-        git_branch = ctx.obj["git_branch"]
-        git_revision = ctx.obj["git_revision"]
-        pipeline_start_timestamp = ctx.obj["pipeline_start_timestamp"]
-        ci_context = ctx.obj["ci_context"]
-        ci_job_key = ctx.obj["ci_job_key"] if ctx.obj.get("ci_job_key") else ci_context
-
-        sanitized_branch = slugify(git_branch.replace("/", "_"))
-
-        # get the command name for the current context, if a group then prepend the parent command name
-        if ctx.command_path:
-            cmd_components = ctx.command_path.split(" ")
-            cmd_components[0] = STATIC_REPORT_PREFIX
-            cmd = "/".join(cmd_components)
-        else:
-            cmd = None
-
-        path_values = [
-            cmd,
-            ci_job_key,
-            sanitized_branch,
-            pipeline_start_timestamp,
-            git_revision,
-        ]
-
-        # check all values are defined
-        if None in path_values:
-            raise ValueError(f"Missing value required to render the report output prefix: {path_values}")
-
-        # join all values with a slash, and convert all values to string
-        return "/".join(map(str, path_values))
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/dagger_run.py b/airbyte-ci/connectors/pipelines/pipelines/cli/dagger_run.py
deleted file mode 100644
index d06921be5743..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/dagger_run.py
+++ /dev/null
@@ -1,127 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module execute the airbyte-ci-internal CLI wrapped in a dagger run command to use the Dagger Terminal UI."""
-
-import logging
-import os
-import re
-import subprocess
-import sys
-from pathlib import Path
-from typing import Optional
-
-import pkg_resources  # type: ignore
-import requests  # type: ignore
-
-from pipelines.consts import DAGGER_WRAP_ENV_VAR_NAME
-
-LOGGER = logging.getLogger(__name__)
-BIN_DIR = Path.home() / "bin"
-BIN_DIR.mkdir(exist_ok=True)
-DAGGER_TELEMETRY_TOKEN_ENV_VAR_NAME_VALUE = (
-    # The _EXPERIMENTAL_DAGGER_CLOUD_TOKEN is used for telemetry only at the moment.
-    # It will eventually be renamed to a more specific name in future Dagger versions.
-    "_EXPERIMENTAL_DAGGER_CLOUD_TOKEN",
-    "p.eyJ1IjogIjFiZjEwMmRjLWYyZmQtNDVhNi1iNzM1LTgxNzI1NGFkZDU2ZiIsICJpZCI6ICJlNjk3YzZiYy0yMDhiLTRlMTktODBjZC0yNjIyNGI3ZDBjMDEifQ.hT6eMOYt3KZgNoVGNYI3_v4CC-s19z8uQsBkGrBhU3k",
-)
-
-ARGS_DISABLING_TUI = ["--no-tui", "--version", "publish", "upgrade-base-image", "--help", "format", "bump-version"]
-
-
-def get_dagger_path() -> Optional[str]:
-    try:
-        return (
-            subprocess.run(["which", "dagger"], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE).stdout.decode("utf-8").strip()
-        )
-    except subprocess.CalledProcessError:
-        if Path(BIN_DIR / "dagger").exists():
-            return str(Path(BIN_DIR / "dagger"))
-    return None
-
-
-def get_current_dagger_sdk_version() -> str:
-    version = pkg_resources.get_distribution("dagger-io").version
-    return version
-
-
-def install_dagger_cli(dagger_version: str) -> None:
-    install_script_path = "/tmp/install_dagger.sh"
-    with open(install_script_path, "w") as f:
-        response = requests.get("https://dl.dagger.io/dagger/install.sh")
-        response.raise_for_status()
-        f.write(response.text)
-    subprocess.run(["chmod", "+x", install_script_path], check=True)
-    os.environ["BIN_DIR"] = str(BIN_DIR)
-    os.environ["DAGGER_VERSION"] = dagger_version
-    subprocess.run([install_script_path], check=True)
-
-
-def get_dagger_cli_version(dagger_path: Optional[str]) -> Optional[str]:
-    if not dagger_path:
-        return None
-    version_output = (
-        subprocess.run([dagger_path, "version"], check=True, stdout=subprocess.PIPE, stderr=subprocess.PIPE).stdout.decode("utf-8").strip()
-    )
-    version_pattern = r"v(\d+\.\d+\.\d+)"
-
-    match = re.search(version_pattern, version_output)
-
-    if match:
-        version = match.group(1)
-        return version
-    else:
-        raise Exception("Could not find dagger version in output: " + version_output)
-
-
-def check_dagger_cli_install() -> str:
-    """
-    If the dagger CLI is not installed, install it.
-    """
-
-    expected_dagger_cli_version = get_current_dagger_sdk_version()
-    dagger_path = get_dagger_path()
-    if dagger_path is None:
-        LOGGER.info(f"The Dagger CLI is not installed. Installing {expected_dagger_cli_version}...")
-        install_dagger_cli(expected_dagger_cli_version)
-        dagger_path = get_dagger_path()
-        assert dagger_path is not None, "Dagger CLI installation failed, dagger not found in path"
-
-    cli_version = get_dagger_cli_version(dagger_path)
-    if cli_version != expected_dagger_cli_version:
-        LOGGER.warning(
-            f"The Dagger CLI version '{cli_version}' does not match the expected version '{expected_dagger_cli_version}'. Installing Dagger CLI '{expected_dagger_cli_version}'..."
-        )
-        install_dagger_cli(expected_dagger_cli_version)
-        return check_dagger_cli_install()
-    return dagger_path
-
-
-def mark_dagger_wrap() -> None:
-    """
-    Mark that the dagger wrap has been applied.
-    """
-    os.environ[DAGGER_WRAP_ENV_VAR_NAME] = "true"
-
-
-def call_current_command_with_dagger_run() -> None:
-    mark_dagger_wrap()
-    # We're enabling telemetry only for local runs.
-    # CI runs already have telemetry as DAGGER_CLOUD_TOKEN env var is set on the CI.
-    if (os.environ.get("AIRBYTE_ROLE") == "airbyter") and not os.environ.get("CI"):
-        os.environ[DAGGER_TELEMETRY_TOKEN_ENV_VAR_NAME_VALUE[0]] = DAGGER_TELEMETRY_TOKEN_ENV_VAR_NAME_VALUE[1]
-
-    exit_code = 0
-    dagger_path = check_dagger_cli_install()
-    command = [dagger_path, "--silent", "run"] + sys.argv
-    try:
-        try:
-            LOGGER.info(f"Running command: {command}")
-            subprocess.run(command, check=True)
-        except KeyboardInterrupt:
-            LOGGER.info("Keyboard interrupt detected. Exiting...")
-            exit_code = 1
-    except subprocess.CalledProcessError as e:
-        exit_code = e.returncode
-    sys.exit(exit_code)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/ensure_repo_root.py b/airbyte-ci/connectors/pipelines/pipelines/cli/ensure_repo_root.py
deleted file mode 100644
index 5970979d9d71..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/ensure_repo_root.py
+++ /dev/null
@@ -1,59 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import logging
-import os
-from pathlib import Path
-
-import git
-
-
-def _validate_airbyte_repo(repo: git.Repo) -> bool:
-    """Check if any of the remotes are the airbyte repo."""
-    expected_repo_name = "airbytehq/airbyte"
-    for remote in repo.remotes:
-        if expected_repo_name in remote.url:
-            return True
-
-    warning_message = f"""
-    ⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️
-
-    It looks like you are not running this command from the airbyte repo ({expected_repo_name}).
-
-    If this command is run from outside the airbyte repo, it will not work properly.
-
-    Please run this command your local airbyte project.
-
-    ⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️⚠️
-    """
-
-    logging.warning(warning_message)
-
-    return False
-
-
-def get_airbyte_repo() -> git.Repo:
-    """Get the airbyte repo."""
-    repo = git.Repo(search_parent_directories=True)
-    _validate_airbyte_repo(repo)
-    return repo
-
-
-def get_airbyte_repo_path_with_fallback() -> Path:
-    """Get the path to the airbyte repo."""
-    try:
-        repo_path = get_airbyte_repo().working_tree_dir
-        if repo_path is not None:
-            return Path(str(get_airbyte_repo().working_tree_dir))
-    except git.exc.InvalidGitRepositoryError:
-        pass
-    logging.warning("Could not find the airbyte repo, falling back to the current working directory.")
-    path = Path.cwd()
-    logging.warning(f"Using {path} as the airbyte repo path.")
-    return path
-
-
-def set_working_directory_to_root() -> None:
-    """Set the working directory to the root of the airbyte repo."""
-    working_dir = get_airbyte_repo_path_with_fallback()
-    logging.info(f"Setting working directory to {working_dir}")
-    os.chdir(working_dir)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/lazy_group.py b/airbyte-ci/connectors/pipelines/pipelines/cli/lazy_group.py
deleted file mode 100644
index def24edb1b6d..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/lazy_group.py
+++ /dev/null
@@ -1,46 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-# Source: https://click.palletsprojects.com/en/8.1.x/complex/
-
-import importlib
-from typing import Any, Dict, List, Optional
-
-import asyncclick as click
-
-
-class LazyGroup(click.Group):
-    """
-    A click Group that can lazily load subcommands.
-    """
-
-    def __init__(self, *args: Any, lazy_subcommands: Optional[Dict[str, str]] = None, **kwargs: Any) -> None:
-        super().__init__(*args, **kwargs)
-        # lazy_subcommands is a map of the form:
-        #
-        #   {command-name} -> {module-name}.{command-object-name}
-        #
-        self.lazy_subcommands = lazy_subcommands or {}
-
-    def list_commands(self, ctx: click.Context) -> List[str]:
-        base = super().list_commands(ctx)
-        lazy = sorted(self.lazy_subcommands.keys())
-        return base + lazy
-
-    def get_command(self, ctx: click.Context, cmd_name: str) -> Optional[click.Command]:
-        if cmd_name in self.lazy_subcommands:
-            return self._lazy_load(cmd_name)
-        return super().get_command(ctx, cmd_name)
-
-    def _lazy_load(self, cmd_name: str) -> click.Command:
-        # lazily loading a command, first get the module name and attribute name
-        import_path = self.lazy_subcommands[cmd_name]
-        modname, cmd_object_name = import_path.rsplit(".", 1)
-        # do the import
-        mod = importlib.import_module(modname)
-        # get the Command object from that module
-        cmd_object = getattr(mod, cmd_object_name)
-        # check the result to make debugging easier
-        if not isinstance(cmd_object, click.Command):
-            print(f"{cmd_object} is of instance {type(cmd_object)}")
-            raise ValueError(f"Lazy loading of {import_path} failed by returning " "a non-command object")
-        return cmd_object
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/secrets.py b/airbyte-ci/connectors/pipelines/pipelines/cli/secrets.py
deleted file mode 100644
index a477e89d2a71..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/secrets.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from typing import Any, Optional
-
-import asyncclick as click
-
-from pipelines.helpers.gcs import sanitize_gcp_credentials
-from pipelines.models.secrets import InMemorySecretStore, Secret
-
-
-def wrap_in_secret(ctx: click.Context, param: click.Option, value: Any) -> Optional[Secret]:  # noqa
-    # Validate callback usage
-    if value is None:
-        return None
-    assert param.name is not None
-    if not isinstance(value, str):
-        raise click.BadParameter(f"{param.name} value is not a string, only strings can be wrapped in a secret.")
-
-    # Make sure the context object is set or set it with an empty dict
-    ctx.ensure_object(dict)
-
-    # Instantiate a global in memory secret store in the context object if it's not yet set
-    if "secret_stores" not in ctx.obj:
-        ctx.obj["secret_stores"] = {}
-    if "in_memory" not in ctx.obj["secret_stores"]:
-        ctx.obj["secret_stores"]["in_memory"] = InMemorySecretStore()
-
-    # Add the CLI option value to the in memory secret store and wrap it in a Secret
-    ctx.obj["secret_stores"]["in_memory"].add_secret(param.name, value)
-    return Secret(param.name, ctx.obj["secret_stores"]["in_memory"])
-
-
-def wrap_gcp_credentials_in_secret(ctx: click.Context, param: click.Option, value: Any) -> Optional[Secret]:  # noqa
-    # Validate callback usage
-    if value is None:
-        return None
-    if not isinstance(value, str):
-        raise click.BadParameter(f"{param.name} value is not a string, only strings can be wrapped in a secret.")
-
-    value = sanitize_gcp_credentials(value)
-    return wrap_in_secret(ctx, param, value)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/cli/telemetry.py b/airbyte-ci/connectors/pipelines/pipelines/cli/telemetry.py
deleted file mode 100644
index 8ecb606973a1..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/cli/telemetry.py
+++ /dev/null
@@ -1,74 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import getpass
-import hashlib
-import os
-import platform
-import sys
-from typing import TYPE_CHECKING
-
-import segment.analytics as analytics  # type: ignore
-from asyncclick import get_current_context
-
-DISABLE_TELEMETRY = os.environ.get("AIRBYTE_CI_DISABLE_TELEMETRY", "false").lower() == "true"
-
-if TYPE_CHECKING:
-    from typing import Any, Callable, Dict, Tuple
-
-    from asyncclick import Command
-
-analytics.write_key = "G6G7whgro81g9xM00kN2buclGKvcOjFd"
-analytics.send = not DISABLE_TELEMETRY
-analytics.debug = False
-
-
-def _is_airbyte_user() -> bool:
-    """Returns True if the user is airbyter, False otherwise."""
-    return os.getenv("AIRBYTE_ROLE") == "airbyter"
-
-
-def _get_anonymous_system_id() -> str:
-    """Returns a unique anonymous hashid of the current system info."""
-    # Collect machine-specific information
-    machine_info = platform.node()
-    username = getpass.getuser()
-
-    unique_system_info = f"{machine_info}-{username}"
-
-    # Generate a unique hash
-    unique_id = hashlib.sha256(unique_system_info.encode()).hexdigest()
-
-    return unique_id
-
-
-def click_track_command(f: Callable) -> Callable:
-    """
-    Decorator to track CLI commands with segment.io
-    """
-
-    def wrapper(*args: Tuple, **kwargs: Dict[str, Any]) -> Command:
-        ctx = get_current_context()
-
-        top_level_command = ctx.command_path
-        full_cmd = " ".join(sys.argv)
-
-        # remove anything prior to the command name f.__name__
-        # to avoid logging inline secrets
-        sanitized_cmd = full_cmd[full_cmd.find(top_level_command) :]
-        sys_id = _get_anonymous_system_id()
-        sys_user_name = f"anonymous:{sys_id}"
-        airbyter = _is_airbyte_user()
-
-        is_local = kwargs.get("is_local", False)
-        user_id = "local-user" if is_local else "ci-user"
-        event = f"airbyte-ci:{f.__name__}"
-
-        # IMPORTANT! do not log kwargs as they may contain secrets
-        analytics.track(user_id, event, {"username": sys_user_name, "command": sanitized_cmd, "airbyter": airbyter})
-
-        return f(*args, **kwargs)
-
-    return wrapper
diff --git a/airbyte-ci/connectors/pipelines/pipelines/consts.py b/airbyte-ci/connectors/pipelines/pipelines/consts.py
deleted file mode 100644
index 8846d2d1f927..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/consts.py
+++ /dev/null
@@ -1,101 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import os
-import platform
-from enum import Enum
-
-from dagger import Platform
-
-PYPROJECT_TOML_FILE_PATH = "pyproject.toml"
-MANIFEST_FILE_PATH = "manifest.yaml"
-COMPONENTS_FILE_PATH = "components.py"
-LICENSE_SHORT_FILE_PATH = "LICENSE_SHORT"
-CONNECTOR_TESTING_REQUIREMENTS = [
-    "pip==21.3.1",
-    "mccabe==0.6.1",
-    "pytest==6.2.5",
-    "coverage[toml]==6.3.1",
-    "pytest-custom_exit_code",
-]
-
-BUILD_PLATFORMS = (Platform("linux/amd64"), Platform("linux/arm64"))
-
-PLATFORM_MACHINE_TO_DAGGER_PLATFORM = {
-    "x86_64": Platform("linux/amd64"),
-    "arm64": Platform("linux/arm64"),
-    "aarch64": Platform("linux/amd64"),
-    "amd64": Platform("linux/amd64"),
-}
-LOCAL_MACHINE_TYPE = platform.machine()
-LOCAL_BUILD_PLATFORM = PLATFORM_MACHINE_TO_DAGGER_PLATFORM[LOCAL_MACHINE_TYPE]
-AMAZONCORRETTO_IMAGE = "amazoncorretto:21-al2023"
-NODE_IMAGE = "node:18.18.0-slim"
-MAVEN_IMAGE = "maven:3.9.6-amazoncorretto-21-al2023"
-DOCKER_VERSION = "24"
-DOCKER_DIND_IMAGE = f"docker:{DOCKER_VERSION}-dind"
-DOCKER_CLI_IMAGE = f"docker:{DOCKER_VERSION}-cli"
-DOCKER_REGISTRY_MIRROR_URL = os.getenv("DOCKER_REGISTRY_MIRROR_URL")
-DOCKER_REGISTRY_ADDRESS = "docker.io"
-DOCKER_VAR_LIB_VOLUME_NAME = "docker-cache-2"
-GIT_IMAGE = "alpine/git:latest"
-GIT_DIRECTORY_ROOT_PATH = ".git"
-GRADLE_CACHE_PATH = "/root/.gradle/caches"
-GRADLE_BUILD_CACHE_PATH = f"{GRADLE_CACHE_PATH}/build-cache-1"
-GRADLE_READ_ONLY_DEPENDENCY_CACHE_PATH = "/root/gradle_dependency_cache"
-LOCAL_REPORTS_PATH_ROOT = "airbyte-ci/connectors/pipelines/pipeline_reports/"
-LOCAL_PIPELINE_PACKAGE_PATH = "airbyte-ci/connectors/pipelines/"
-DOCS_DIRECTORY_ROOT_PATH = "docs/"
-GCS_PUBLIC_DOMAIN = "https://storage.cloud.google.com"
-DOCKER_HOST_NAME = "global-docker-host"
-DOCKER_HOST_PORT = 2375
-DOCKER_TMP_VOLUME_NAME = "shared-tmp"
-STATIC_REPORT_PREFIX = "airbyte-ci"
-PIP_CACHE_VOLUME_NAME = "pip_cache"
-PIP_CACHE_PATH = "/root/.cache/pip"
-POETRY_CACHE_VOLUME_NAME = "poetry_cache"
-POETRY_CACHE_PATH = "/root/.cache/pypoetry"
-STORAGE_DRIVER = "fuse-overlayfs"
-SETUP_PY_FILE_PATH = "setup.py"
-DEFAULT_PYTHON_PACKAGE_REGISTRY_URL = "https://upload.pypi.org/legacy/"
-DEFAULT_PYTHON_PACKAGE_REGISTRY_CHECK_URL = "https://pypi.org/pypi"
-MAIN_CONNECTOR_TESTING_SECRET_STORE_ALIAS = "airbyte-connector-testing-secret-store"
-AIRBYTE_SUBMODULE_DIR_NAME = "airbyte-submodule"
-MANUAL_PIPELINE_STATUS_CHECK_OVERRIDE_PREFIXES = ["Regression Tests"]
-
-PUBLISH_UPDATES_SLACK_CHANNEL = "#connector-publish-updates"
-PUBLISH_FAILURE_SLACK_CHANNEL = "#connector-publish-failures"
-# TODO this should be passed via an env var or a CLI input
-PATH_TO_LOCAL_CDK = "../airbyte-python-cdk"
-
-
-class CIContext(str, Enum):
-    """An enum for Ci context values which can be ["manual", "pull_request", "nightly_builds"]."""
-
-    MANUAL = "manual"
-    PULL_REQUEST = "pull_request"
-    MASTER = "master"
-
-    def __str__(self) -> str:
-        return self.value
-
-
-class ContextState(Enum):
-    """Enum to characterize the current context state, values are used for external representation on GitHub commit checks."""
-
-    INITIALIZED = {"github_state": "pending", "description": "Pipelines are being initialized..."}
-    RUNNING = {"github_state": "pending", "description": "Pipelines are running..."}
-    ERROR = {"github_state": "error", "description": "Something went wrong while running the Pipelines."}
-    SUCCESSFUL = {"github_state": "success", "description": "All Pipelines ran successfully."}
-    FAILURE = {"github_state": "failure", "description": "Pipeline failed."}
-
-
-class INTERNAL_TOOL_PATHS(str, Enum):
-    CI_CREDENTIALS = "airbyte-ci/connectors/ci_credentials"
-    CONNECTOR_OPS = "airbyte-ci/connectors/connector_ops"
-    # CONNECTORS_QA has been removed - now using airbyte-internal-ops from PyPI
-    METADATA_SERVICE = "airbyte-ci/connectors/metadata_service/lib"
-
-
-DAGGER_WRAP_ENV_VAR_NAME = "_DAGGER_WRAP_APPLIED"
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/hooks.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/hooks.py
deleted file mode 100644
index c9057533fa50..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/hooks.py
+++ /dev/null
@@ -1,69 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import importlib.util
-from importlib import metadata
-from importlib.abc import Loader
-
-from dagger import Container
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-
-
-def get_dagger_sdk_version() -> str:
-    try:
-        return metadata.version("dagger-io")
-    except metadata.PackageNotFoundError:
-        return "n/a"
-
-
-async def finalize_build(context: ConnectorContext, connector_container: Container) -> Container:
-    """Finalize build by adding dagger engine version label and running finalize_build.sh or finalize_build.py if present in the connector directory."""
-    original_user = (await connector_container.with_exec(["whoami"]).stdout()).strip()
-    # Switch to root to finalize the build with superuser permissions
-    connector_container = connector_container.with_user("root")
-    connector_container = connector_container.with_label("io.dagger.engine_version", get_dagger_sdk_version())
-    connector_dir_with_finalize_script = await context.get_connector_dir(include=["finalize_build.sh", "finalize_build.py"])
-    finalize_scripts = await connector_dir_with_finalize_script.entries()
-    if not finalize_scripts:
-        return connector_container
-
-    # We don't want finalize scripts to override the entrypoint so we keep it in memory to reset it after finalization
-    original_entrypoint = await connector_container.entrypoint()
-    if not original_entrypoint:
-        original_entrypoint = []
-
-    has_finalize_bash_script = "finalize_build.sh" in finalize_scripts
-    has_finalize_python_script = "finalize_build.py" in finalize_scripts
-    if has_finalize_python_script and has_finalize_bash_script:
-        raise Exception("Connector has both finalize_build.sh and finalize_build.py, please remove one of them")
-
-    if has_finalize_python_script:
-        context.logger.info(f"{context.connector.technical_name} has a finalize_build.py script, running it to finalize build...")
-        module_path = context.connector.code_directory / "finalize_build.py"
-        connector_finalize_module_spec = importlib.util.spec_from_file_location(
-            f"{context.connector.code_directory.name}_finalize", module_path
-        )
-        if connector_finalize_module_spec is None:
-            raise Exception("Connector has a finalize_build.py script but it can't be loaded.")
-        connector_finalize_module = importlib.util.module_from_spec(connector_finalize_module_spec)
-        if not isinstance(connector_finalize_module_spec.loader, Loader):
-            raise Exception("Connector has a finalize_build.py script but it can't be loaded.")
-        connector_finalize_module_spec.loader.exec_module(connector_finalize_module)
-        try:
-            connector_container = await connector_finalize_module.finalize_build(context, connector_container)
-        except AttributeError:
-            raise Exception("Connector has a finalize_build.py script but it doesn't have a finalize_build function.")
-
-    if has_finalize_bash_script:
-        context.logger.info(f"{context.connector.technical_name} has finalize_build.sh script, running it to finalize build...")
-        connector_container = (
-            connector_container.with_file("/tmp/finalize_build.sh", connector_dir_with_finalize_script.file("finalize_build.sh"))
-            .with_entrypoint(["sh"])
-            .with_exec(["/tmp/finalize_build.sh"], use_entrypoint=True)
-        )
-    # Switch back to the original user
-    connector_container = connector_container.with_exec(["chown", "-R", f"{original_user}:{original_user}", "/tmp"])
-    connector_container = connector_container.with_user(original_user)
-    return connector_container.with_entrypoint(original_entrypoint)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/normalization.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/normalization.py
deleted file mode 100644
index 406293ab9437..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/connector/normalization.py
+++ /dev/null
@@ -1,78 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import Any, Dict
-
-from dagger import Container, Platform
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-
-BASE_DESTINATION_NORMALIZATION_BUILD_CONFIGURATION = {
-    "destination-clickhouse": {
-        "dockerfile": "clickhouse.Dockerfile",
-        "dbt_adapter": "dbt-clickhouse>=1.4.0",
-        "integration_name": "clickhouse",
-        "normalization_image": "airbyte/normalization-clickhouse:0.4.3",
-        "supports_in_connector_normalization": False,
-        "yum_packages": [],
-    },
-    "destination-mssql": {
-        "dockerfile": "mssql.Dockerfile",
-        "dbt_adapter": "dbt-sqlserver==1.0.0",
-        "integration_name": "mssql",
-        "normalization_image": "airbyte/normalization-mssql:0.4.3",
-        "supports_in_connector_normalization": True,
-        "yum_packages": [],
-    },
-    "destination-mysql": {
-        "dockerfile": "mysql.Dockerfile",
-        "dbt_adapter": "dbt-mysql==1.0.0",
-        "integration_name": "mysql",
-        "normalization_image": "airbyte/normalization-mysql:0.4.3",
-        "supports_in_connector_normalization": False,
-        "yum_packages": [],
-    },
-    "destination-oracle": {
-        "dockerfile": "oracle.Dockerfile",
-        "dbt_adapter": "dbt-oracle==0.4.3",
-        "integration_name": "oracle",
-        "normalization_image": "airbyte/normalization-oracle:0.4.3",
-        "supports_in_connector_normalization": False,
-        "yum_packages": [],
-    },
-    "destination-postgres": {
-        "dockerfile": "Dockerfile",
-        "dbt_adapter": "dbt-postgres==1.0.0",
-        "integration_name": "postgres",
-        "normalization_image": "airbyte/normalization:0.4.3",
-        "supports_in_connector_normalization": True,
-        "yum_packages": [],
-    },
-    "destination-redshift": {
-        "dockerfile": "redshift.Dockerfile",
-        "dbt_adapter": "dbt-redshift==1.0.0",
-        "integration_name": "redshift",
-        "normalization_image": "airbyte/normalization-redshift:0.4.3",
-        "supports_in_connector_normalization": True,
-        "yum_packages": [],
-    },
-    "destination-tidb": {
-        "dockerfile": "tidb.Dockerfile",
-        "dbt_adapter": "dbt-tidb==1.0.1",
-        "integration_name": "tidb",
-        "normalization_image": "airbyte/normalization-tidb:0.4.3",
-        "supports_in_connector_normalization": True,
-        "yum_packages": [],
-    },
-}
-DESTINATION_NORMALIZATION_BUILD_CONFIGURATION: Dict[str, Dict[str, Any]] = {
-    **BASE_DESTINATION_NORMALIZATION_BUILD_CONFIGURATION,
-    **{f"{k}-strict-encrypt": v for k, v in BASE_DESTINATION_NORMALIZATION_BUILD_CONFIGURATION.items()},
-}
-
-
-def with_normalization(context: ConnectorContext, build_platform: Platform) -> Container:
-    normalization_image_name = DESTINATION_NORMALIZATION_BUILD_CONFIGURATION[context.connector.technical_name]["normalization_image"]
-    assert isinstance(normalization_image_name, str)
-    return context.dagger_client.container(platform=build_platform).from_(normalization_image_name)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/common.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/common.py
deleted file mode 100644
index 48b00214c774..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/common.py
+++ /dev/null
@@ -1,350 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import re
-from pathlib import Path
-from typing import List, Optional, Sequence
-
-from click import UsageError
-from dagger import Container, Directory
-
-from pipelines import hacks
-from pipelines.airbyte_ci.connectors.context import ConnectorContext, PipelineContext
-from pipelines.consts import PATH_TO_LOCAL_CDK
-from pipelines.dagger.containers.python import with_pip_cache, with_poetry_cache, with_python_base
-from pipelines.helpers.utils import check_path_in_workdir, get_file_contents, raise_if_not_user
-
-
-def with_python_package(
-    context: PipelineContext,
-    python_environment: Container,
-    package_source_code_path: str,
-    exclude: Optional[List] = None,
-    include: Optional[List] = None,
-    owner: str | None = None,
-) -> Container:
-    """Load a python package source code to a python environment container.
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the python sources will be pulled.
-        python_environment (Container): An existing python environment in which the package will be installed.
-        package_source_code_path (str): The local path to the package source code.
-        additional_dependency_groups (Optional[List]): extra_requires dependency of setup.py to install. Defaults to None.
-        exclude (Optional[List]): A list of file or directory to exclude from the python package source code.
-        include (Optional[List]): A list of file or directory to include from the python package source code.
-        owner (str, optional): The owner of the mounted directory. Defaults to None.
-    Returns:
-        Container: A python environment container with the python package source code.
-    """
-    package_source_code_directory: Directory = context.get_repo_dir(package_source_code_path, exclude=exclude, include=include)
-    work_dir_path = f"/{package_source_code_path}"
-    container = python_environment.with_mounted_directory(work_dir_path, package_source_code_directory, owner=owner).with_workdir(
-        work_dir_path
-    )
-    return container
-
-
-async def find_local_dependencies_in_setup_py(python_package: Container) -> List[str]:
-    """Find local dependencies of a python package in its setup.py file.
-
-    Args:
-        python_package (Container): A python package container.
-
-    Returns:
-        List[str]: Paths to the local dependencies relative to the airbyte repo.
-    """
-    setup_file_content = await get_file_contents(python_package, "setup.py")
-    if not setup_file_content:
-        return []
-
-    local_setup_dependency_paths = []
-    with_egg_info = python_package.with_exec(["python", "setup.py", "egg_info"], use_entrypoint=True)
-    egg_info_output = await with_egg_info.stdout()
-    dependency_in_requires_txt = []
-    for line in egg_info_output.split("\n"):
-        if line.startswith("writing requirements to"):
-            # Find the path to the requirements.txt file that was generated by calling egg_info
-            requires_txt_path = line.replace("writing requirements to", "").strip()
-            requirements_txt_content = await with_egg_info.file(requires_txt_path).contents()
-            dependency_in_requires_txt = requirements_txt_content.split("\n")
-
-    for dependency_line in dependency_in_requires_txt:
-        if "file://" in dependency_line:
-            match = re.search(r"file:///(.+)", dependency_line)
-            if match:
-                local_setup_dependency_paths.append([match.group(1)][0])
-    return local_setup_dependency_paths
-
-
-async def find_local_dependencies_in_requirements_txt(python_package: Container, package_source_code_path: str) -> List[str]:
-    """Find local dependencies of a python package in a requirements.txt file.
-
-    Args:
-        python_package (Container): A python environment container with the python package source code.
-        package_source_code_path (str): The local path to the python package source code.
-
-    Returns:
-        List[str]: Paths to the local dependencies relative to the airbyte repo.
-    """
-    requirements_txt_content = await get_file_contents(python_package, "requirements.txt")
-    if not requirements_txt_content:
-        return []
-
-    local_requirements_dependency_paths = []
-    for line in requirements_txt_content.split("\n"):
-        # Some package declare themselves as a requirement in requirements.txt,
-        # #Without line != "-e ." the package will be considered a dependency of itself which can cause an infinite loop
-        if line.startswith("-e .") and line != "-e .":
-            local_dependency_path = str((Path(package_source_code_path) / Path(line[3:])).resolve().relative_to(Path.cwd()))
-            local_requirements_dependency_paths.append(local_dependency_path)
-    return local_requirements_dependency_paths
-
-
-async def find_local_python_dependencies(
-    context: PipelineContext,
-    package_source_code_path: str,
-    search_dependencies_in_setup_py: bool = True,
-    search_dependencies_in_requirements_txt: bool = True,
-) -> List[str]:
-    """Find local python dependencies of a python package. The dependencies are found in the setup.py and requirements.txt files.
-
-    Args:
-        context (PipelineContext): The current pipeline context, providing a dagger client and a repository directory.
-        package_source_code_path (str): The local path to the python package source code.
-        search_dependencies_in_setup_py (bool, optional): Whether to search for local dependencies in the setup.py file. Defaults to True.
-        search_dependencies_in_requirements_txt (bool, optional): Whether to search for local dependencies in the requirements.txt file. Defaults to True.
-    Returns:
-        List[str]: Paths to the local dependencies relative to the airbyte repo.
-    """
-    python_environment = with_python_base(context)
-    container = with_python_package(context, python_environment, package_source_code_path)
-
-    local_dependency_paths = []
-    if search_dependencies_in_setup_py:
-        local_dependency_paths += await find_local_dependencies_in_setup_py(container)
-    if search_dependencies_in_requirements_txt:
-        local_dependency_paths += await find_local_dependencies_in_requirements_txt(container, package_source_code_path)
-
-    transitive_dependency_paths = []
-    for local_dependency_path in local_dependency_paths:
-        # Transitive local dependencies installation is achieved by calling their setup.py file, not their requirements.txt file.
-        transitive_dependency_paths += await find_local_python_dependencies(context, local_dependency_path, True, False)
-
-    all_dependency_paths = local_dependency_paths + transitive_dependency_paths
-    if all_dependency_paths:
-        context.logger.debug(f"Found local dependencies for {package_source_code_path}: {all_dependency_paths}")
-    return all_dependency_paths
-
-
-def _install_python_dependencies_from_setup_py(
-    container: Container,
-    additional_dependency_groups: Optional[Sequence[str]] = None,
-) -> Container:
-    install_connector_package_cmd = ["pip", "install", "."]
-    container = container.with_exec(install_connector_package_cmd)
-
-    if additional_dependency_groups:
-        # e.g. .[dev,tests]
-        group_string = f".[{','.join(additional_dependency_groups)}]"
-        group_install_cmd = ["pip", "install", group_string]
-
-        container = container.with_exec(group_install_cmd)
-
-    return container
-
-
-def _install_python_dependencies_from_requirements_txt(container: Container) -> Container:
-    install_requirements_cmd = ["pip", "install", "-r", "requirements.txt"]
-    return container.with_exec(install_requirements_cmd)
-
-
-def _install_python_dependencies_from_poetry(
-    container: Container,
-    additional_dependency_groups: Optional[Sequence[str]] = None,
-    install_root_package: bool = True,
-) -> Container:
-    pip_install_poetry_cmd = ["pip", "install", "poetry"]
-    poetry_disable_virtual_env_cmd = ["poetry", "config", "virtualenvs.create", "false"]
-    poetry_install_cmd = ["poetry", "install"]
-    poetry_check_cmd = ["poetry", "check"]
-    if not install_root_package:
-        poetry_install_cmd += ["--no-root"]
-    if additional_dependency_groups:
-        for group in additional_dependency_groups:
-            poetry_install_cmd += ["--with", group]
-    else:
-        poetry_install_cmd += ["--only", "main"]
-    return (
-        container.with_exec(pip_install_poetry_cmd)
-        .with_exec(poetry_disable_virtual_env_cmd)
-        .with_exec(poetry_check_cmd)
-        .with_exec(poetry_install_cmd)
-    )
-
-
-async def with_installed_python_package(
-    context: PipelineContext,
-    python_environment: Container,
-    package_source_code_path: str,
-    user: str,
-    additional_dependency_groups: Optional[Sequence[str]] = None,
-    exclude: Optional[List] = None,
-    include: Optional[List] = None,
-    install_root_package: bool = True,
-) -> Container:
-    """Install a python package in a python environment container.
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the python sources will be pulled.
-        python_environment (Container): An existing python environment in which the package will be installed.
-        package_source_code_path (str): The local path to the package source code.
-        user (str): The user to use in the container.
-        additional_dependency_groups (Optional[Sequence[str]]): extra_requires dependency of setup.py to install. Defaults to None.
-        exclude (Optional[List]): A list of file or directory to exclude from the python package source code.
-        include (Optional[List]): A list of file or directory to include from the python package source code.
-        install_root_package (bool): Whether to install the root package. Defaults to True.
-
-    Returns:
-        Container: A python environment container with the python package installed.
-    """
-
-    container = with_python_package(context, python_environment, package_source_code_path, exclude=exclude, include=include, owner=user)
-    local_dependencies = await find_local_python_dependencies(context, package_source_code_path)
-
-    for dependency_directory in local_dependencies:
-        container = container.with_mounted_directory("/" + dependency_directory, context.get_repo_dir(dependency_directory), owner=user)
-
-    has_setup_py = await check_path_in_workdir(container, "setup.py")
-    has_requirements_txt = await check_path_in_workdir(container, "requirements.txt")
-    has_pyproject_toml = await check_path_in_workdir(container, "pyproject.toml")
-
-    container = container.with_user("root")
-    # All of these will require root access to install dependencies
-    # Dependencies are installed at the system level, if the user is not root it is not allowed to install system level dependencies
-    if has_pyproject_toml:
-        container = with_poetry_cache(container, context.dagger_client, owner=user)
-        container = _install_python_dependencies_from_poetry(container, additional_dependency_groups, install_root_package)
-    elif has_setup_py:
-        container = with_pip_cache(container, context.dagger_client)
-        container = _install_python_dependencies_from_setup_py(container, additional_dependency_groups)
-    elif has_requirements_txt:
-        container = with_pip_cache(container, context.dagger_client)
-        container = _install_python_dependencies_from_requirements_txt(container)
-
-    container = container.with_user(user)
-
-    return container
-
-
-def apply_python_development_overrides(context: ConnectorContext, connector_container: Container, current_user: str) -> Container:
-    # Run the connector using the local cdk if flag is set
-    if context.use_local_cdk:
-        # Assume CDK is cloned in a sibling dir to `airbyte`:
-        path_to_cdk = str(Path(PATH_TO_LOCAL_CDK).resolve())
-        if not Path(path_to_cdk).exists():
-            raise UsageError(
-                f"Local CDK not found at '{path_to_cdk}'. Please clone the CDK repository in a sibling directory to the airbyte repository. Or use --use-cdk-ref to specify a CDK ref."
-            )
-        context.logger.info(f"Using local CDK found at: '{path_to_cdk}'")
-        directory_to_mount = context.dagger_client.host().directory(path_to_cdk)
-        cdk_mount_dir = "/airbyte-cdk/python"
-
-        context.logger.info(f"Mounting CDK from '{path_to_cdk}' to '{cdk_mount_dir}'")
-        # Install the airbyte-cdk package from the local directory
-        connector_container = (
-            connector_container.with_env_variable(
-                "POETRY_DYNAMIC_VERSIONING_BYPASS",
-                "0.0.0-dev.0",  # Replace dynamic versioning with dev version
-            )
-            .with_directory(
-                cdk_mount_dir,
-                directory_to_mount,
-                owner=current_user,
-            )
-            # We switch to root as otherwise we get permission errors when installing the package
-            # Permissions errors are caused by the fact that the airbyte user does not have a home directory
-            # Pip tries to write to /nonexistent which does not exist and on which the airbyte user does not have permissions
-            # We could create a proper home directory for the airbyte user, but that should be done at the base image level.
-            # Installing as root should not cause any issues as the container is ephemeral and the image is not pushed to a registry.
-            # Moreover this install is a system-wide install so the airbyte user will be able to use the package.
-            .with_user("root")
-            .with_exec(
-                ["pip", "install", "--no-cache-dir", "--force-reinstall", f"{cdk_mount_dir}"],
-                # TODO: Consider moving to Poetry-native installation:
-                # ["poetry", "add", cdk_mount_dir]
-            )
-            # Switch back to the original user
-            .with_user(current_user)
-        )
-    elif context.use_cdk_ref:
-        cdk_ref = context.use_cdk_ref
-        if " " in cdk_ref:
-            raise ValueError("CDK ref should not contain spaces")
-
-        context.logger.info("Using CDK ref: '{cdk_ref}'")
-        # Install the airbyte-cdk package from provided ref
-        connector_container = (
-            connector_container.with_user("root")
-            .with_exec(
-                [
-                    "apt-get",
-                    "install",
-                    "-y",
-                    "git",
-                ]
-            )
-            .with_exec(
-                [
-                    "pip",
-                    "install",
-                    f"git+https://github.com/airbytehq/airbyte-python-cdk.git#{cdk_ref}",
-                ],
-            )
-            .with_user(current_user)
-        )
-    return connector_container
-
-
-async def with_python_connector_installed(
-    context: ConnectorContext,
-    python_container: Container,
-    connector_source_path: str,
-    user: str,
-    additional_dependency_groups: Optional[Sequence[str]] = None,
-    exclude: Optional[List[str]] = None,
-    include: Optional[List[str]] = None,
-    install_root_package: bool = True,
-) -> Container:
-    """Install an airbyte python connectors  dependencies."""
-
-    # Download the latest CDK version to update the pip cache.
-    # This is a hack to ensure we always get the latest CDK version installed in connectors not pinning the CDK version.
-    await hacks.cache_latest_cdk(context)
-    container = await with_installed_python_package(
-        context,
-        python_container,
-        connector_source_path,
-        user,
-        additional_dependency_groups=additional_dependency_groups,
-        exclude=exclude,
-        include=include,
-        install_root_package=install_root_package,
-    )
-
-    container = await apply_python_development_overrides(context, container, user)
-    await raise_if_not_user(container, user)
-    return container
-
-
-def with_pip_packages(base_container: Container, packages_to_install: List[str]) -> Container:
-    """Installs packages using pip
-    Args:
-        context (Container): A container with python installed
-
-    Returns:
-        Container: A container with the pip packages installed.
-
-    """
-    package_install_command = ["pip", "install"]
-    return base_container.with_exec(package_install_command + packages_to_install)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/pipx.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/pipx.py
deleted file mode 100644
index aa8b7cd90654..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/pipx.py
+++ /dev/null
@@ -1,54 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import List, Optional
-
-from dagger import Container
-
-from pipelines.airbyte_ci.connectors.context import PipelineContext
-from pipelines.dagger.actions.python.common import with_pip_packages, with_python_package
-from pipelines.dagger.actions.python.poetry import find_local_dependencies_in_pyproject_toml
-
-
-def with_pipx(base_python_container: Container) -> Container:
-    """Installs pipx in a python container.
-
-    Args:
-       base_python_container (Container): The container to install pipx on.
-
-    Returns:
-        Container: A python environment with pipx installed.
-    """
-    python_with_pipx = with_pip_packages(base_python_container, ["pipx"]).with_env_variable("PIPX_BIN_DIR", "/usr/local/bin")
-
-    return python_with_pipx
-
-
-async def with_installed_pipx_package(
-    context: PipelineContext,
-    python_environment: Container,
-    package_source_code_path: str,
-    exclude: Optional[List] = None,
-) -> Container:
-    """Install a python package in a python environment container using pipx.
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the python sources will be pulled.
-        python_environment (Container): An existing python environment in which the package will be installed.
-        package_source_code_path (str): The local path to the package source code.
-        exclude (Optional[List]): A list of file or directory to exclude from the python package source code.
-
-    Returns:
-        Container: A python environment container with the python package installed.
-    """
-    pipx_python_environment = with_pipx(python_environment)
-    container = with_python_package(context, pipx_python_environment, package_source_code_path, exclude=exclude)
-
-    local_dependencies = await find_local_dependencies_in_pyproject_toml(context, container, package_source_code_path, exclude=exclude)
-    for dependency_directory in local_dependencies:
-        container = container.with_mounted_directory("/" + dependency_directory, context.get_repo_dir(dependency_directory))
-
-    container = container.with_exec(["pipx", "install", f"/{package_source_code_path}"], use_entrypoint=True)
-
-    return container
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/poetry.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/poetry.py
deleted file mode 100644
index cc87e2506734..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/python/poetry.py
+++ /dev/null
@@ -1,93 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import uuid
-from pathlib import Path
-from typing import List, Optional
-
-import toml
-from dagger import Container, Directory
-
-from pipelines.airbyte_ci.connectors.context import PipelineContext
-from pipelines.consts import AIRBYTE_SUBMODULE_DIR_NAME
-from pipelines.dagger.actions.python.common import with_pip_packages, with_python_package
-from pipelines.dagger.actions.system.common import with_debian_packages
-from pipelines.dagger.containers.python import with_python_base
-from pipelines.helpers.utils import get_file_contents
-
-
-async def find_local_dependencies_in_pyproject_toml(
-    context: PipelineContext,
-    base_container: Container,
-    pyproject_file_path: str,
-    exclude: Optional[List] = None,
-) -> list:
-    """Find local dependencies of a python package in a pyproject.toml file.
-
-    Args:
-        python_package (Container): A python environment container with the python package source code.
-        pyproject_file_path (str): The path to the pyproject.toml file.
-
-    Returns:
-        list: Paths to the local dependencies relative to the current directory.
-    """
-    python_package = with_python_package(context, base_container, pyproject_file_path)
-    pyproject_content_raw = await get_file_contents(python_package, "pyproject.toml")
-    if not pyproject_content_raw:
-        return []
-
-    pyproject_content = toml.loads(pyproject_content_raw)
-    local_dependency_paths = []
-    for value in pyproject_content["tool"]["poetry"]["dependencies"].values():
-        if isinstance(value, dict) and "path" in value:
-            local_dependency_path = str((Path(pyproject_file_path) / Path(value["path"])).resolve().relative_to(Path.cwd()))
-            # Support the edge case where the airbyte repo is used as a git submodule.
-            local_dependency_path = local_dependency_path.removeprefix(f"{AIRBYTE_SUBMODULE_DIR_NAME}/")
-            local_dependency_paths.append(local_dependency_path)
-
-            # Ensure we parse the child dependencies
-            # TODO handle more than pyproject.toml
-            child_local_dependencies = await find_local_dependencies_in_pyproject_toml(
-                context, base_container, local_dependency_path, exclude=exclude
-            )
-            local_dependency_paths += child_local_dependencies
-
-    return local_dependency_paths
-
-
-def with_poetry(context: PipelineContext) -> Container:
-    """Install poetry in a python environment.
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the ci_credentials sources will be pulled.
-    Returns:
-        Container: A python environment with poetry installed.
-    """
-    python_base_environment: Container = with_python_base(context)
-    python_with_git = with_debian_packages(python_base_environment, ["git"])
-    python_with_poetry = with_pip_packages(python_with_git, ["poetry"])
-
-    # poetry_cache: CacheVolume = context.dagger_client.cache_volume("poetry_cache")
-    # poetry_with_cache = python_with_poetry.with_mounted_cache("/root/.cache/pypoetry", poetry_cache, sharing=CacheSharingMode.SHARED)
-
-    return python_with_poetry
-
-
-def with_poetry_module(context: PipelineContext, parent_dir: Directory, module_path: str) -> Container:
-    """Sets up a Poetry module.
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the ci_credentials sources will be pulled.
-    Returns:
-        Container: A python environment with dependencies installed using poetry.
-    """
-    poetry_install_dependencies_cmd = ["poetry", "install"]
-
-    python_with_poetry = with_poetry(context)
-    return (
-        python_with_poetry.with_mounted_directory("/src", parent_dir)
-        .with_workdir(f"/src/{module_path}")
-        .with_exec(poetry_install_dependencies_cmd)
-        .with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/remote_storage.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/remote_storage.py
deleted file mode 100644
index f8f8f28accf7..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/remote_storage.py
+++ /dev/null
@@ -1,90 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups functions to interact with remote storage services like S3 or GCS."""
-
-import uuid
-from pathlib import Path
-from typing import List, Optional, Tuple
-
-from dagger import Client, File
-
-from pipelines.helpers.utils import get_exec_result, secret_host_variable, with_exit_code
-from pipelines.models.secrets import Secret
-
-GOOGLE_CLOUD_SDK_TAG = "425.0.0-slim"
-
-
-async def upload_to_s3(dagger_client: Client, file_to_upload_path: Path, key: str, bucket: str) -> int:
-    """Upload a local file to S3 using the AWS CLI docker image and running aws s3 cp command.
-
-    Args:
-        dagger_client (Client): The dagger client.
-        file_to_upload_path (Path): The local path to the file to upload.
-        key (str): The key that will be written on the S3 bucket.
-        bucket (str): The S3 bucket name.
-
-    Returns:
-        int: Exit code of the upload process.
-    """
-    s3_uri = f"s3://{bucket}/{key}"
-    file_to_upload: File = dagger_client.host().directory(".", include=[str(file_to_upload_path)]).file(str(file_to_upload_path))
-    return await with_exit_code(
-        dagger_client.container()
-        .from_("amazon/aws-cli:latest")
-        .with_file(str(file_to_upload_path), file_to_upload)
-        .with_(secret_host_variable(dagger_client, "AWS_ACCESS_KEY_ID"))
-        .with_(secret_host_variable(dagger_client, "AWS_SECRET_ACCESS_KEY"))
-        .with_(secret_host_variable(dagger_client, "AWS_DEFAULT_REGION"))
-        .with_exec(["s3", "cp", str(file_to_upload_path), s3_uri], use_entrypoint=True)
-    )
-
-
-async def upload_to_gcs(
-    dagger_client: Client,
-    file_to_upload: File,
-    key: str,
-    bucket: str,
-    gcs_credentials: Secret,
-    flags: Optional[List] = None,
-    cache_upload: bool = False,
-) -> Tuple[int, str, str]:
-    """Upload a local file to GCS using the AWS CLI docker image and running aws s3 cp command.
-    Args:
-        dagger_client (Client): The dagger client.
-        file_to_upload (File): The dagger File to upload.
-        key (str): The key that will be written on the S3 bucket.
-        bucket (str): The S3 bucket name.
-        gcs_credentials (Secret): The secret holding the credentials to get and upload the targeted GCS bucket.
-        flags (List[str]): Flags to be passed to the 'gcloud storage cp' command.
-        cache_upload (bool): If false, the gcloud commands will be executed on each call.
-    Returns:
-        Tuple[int, str, str]: Exit code, stdout, stderr
-    """
-    flags = [] if flags is None else flags
-    gcs_uri = f"gs://{bucket}/{key}"
-    dagger_client = dagger_client
-    cp_command = ["gcloud", "storage", "cp"] + flags + ["to_upload", gcs_uri]
-
-    gcloud_container = (
-        dagger_client.container()
-        .from_(f"google/cloud-sdk:{GOOGLE_CLOUD_SDK_TAG}")
-        .with_workdir("/upload")
-        .with_mounted_secret("credentials.json", gcs_credentials.as_dagger_secret(dagger_client))
-        .with_env_variable("GOOGLE_APPLICATION_CREDENTIALS", "/upload/credentials.json")
-        .with_file("to_upload", file_to_upload)
-    )
-    if not cache_upload:
-        gcloud_container = gcloud_container.with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-    else:
-        gcloud_container = gcloud_container.without_env_variable("CACHEBUSTER")
-
-    gcloud_auth_container = gcloud_container.with_exec(["gcloud", "auth", "login", "--cred-file=credentials.json"], use_entrypoint=True)
-    if (await with_exit_code(gcloud_auth_container)) == 1:
-        gcloud_auth_container = gcloud_container.with_exec(
-            ["gcloud", "auth", "activate-service-account", "--key-file", "credentials.json"], use_entrypoint=True
-        )
-
-    gcloud_cp_container = gcloud_auth_container.with_exec(cp_command)
-    return await get_exec_result(gcloud_cp_container)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/secrets.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/secrets.py
deleted file mode 100644
index 606adce68c8f..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/secrets.py
+++ /dev/null
@@ -1,83 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This modules groups functions made to download/upload secrets from/to a remote secret service and provide these secret in a dagger Directory."""
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-from pipelines.helpers.utils import get_secret_host_variable
-from pipelines.models.secrets import Secret
-
-if TYPE_CHECKING:
-    from typing import Callable, List
-
-    from dagger import Container
-
-    from pipelines.airbyte_ci.connectors.context import ConnectorContext
-
-
-# TODO deprecate to use Secret and SecretStores
-# Not prioritized as few connectors have to export their secrets back to GSM
-# This would require exposing a secret update interface on the SecretStore
-# and a more complex structure / Logic to map container files to Secret objects
-async def upload(context: ConnectorContext, gcp_gsm_env_variable_name: str = "GCP_GSM_CREDENTIALS") -> Container:
-    """Use the ci-credentials tool to upload the secrets stored in the context's updated_secrets-dir.
-
-    Args:
-        context (ConnectorContext): The context providing a connector object and the update secrets dir.
-        gcp_gsm_env_variable_name (str, optional): The name of the environment variable holding credentials to connect to Google Secret Manager. Defaults to "GCP_GSM_CREDENTIALS".
-
-    Returns:
-        container (Container): The executed ci-credentials update-secrets command.
-
-    Raises:
-        ExecError: If the command returns a non-zero exit code.
-    """
-    assert context.updated_secrets_dir is not None, "The context's updated_secrets_dir must be set to upload secrets."
-    # temp - fix circular import
-    from pipelines.dagger.containers.internal_tools import with_ci_credentials
-
-    gsm_secret = get_secret_host_variable(context.dagger_client, gcp_gsm_env_variable_name)
-    secrets_path = f"/{context.connector.code_directory}/secrets"
-
-    ci_credentials = await with_ci_credentials(context, gsm_secret)
-
-    return await ci_credentials.with_directory(secrets_path, context.updated_secrets_dir).with_exec(
-        ["ci_credentials", context.connector.technical_name, "update-secrets"], use_entrypoint=True
-    )
-
-
-async def mounted_connector_secrets(
-    context: ConnectorContext, secret_directory_path: str, connector_secrets: List[Secret], owner: str | None = None
-) -> Callable[[Container], Container]:
-    """Returns an argument for a dagger container's with_ method which mounts all connector secrets in it.
-
-    Args:
-        context (ConnectorContext): The context providing a connector object and its secrets.
-        secret_directory_path (str): Container directory where the secrets will be mounted, as files.
-        connector_secrets (List[secrets]): List of secrets to mount to the connector container.
-        owner (str, optional): The owner of the mounted secrets. Defaults to None.
-    Returns:
-        fn (Callable[[Container], Container]): A function to pass as argument to the connector container's with_ method.
-    """
-    java_log_scrub_pattern_secret = context.java_log_scrub_pattern_secret
-
-    def with_secrets_mounted_as_dagger_secrets(container: Container) -> Container:
-        if java_log_scrub_pattern_secret:
-            # This LOG_SCRUB_PATTERN environment variable is used by our log4j test configuration
-            # to scrub secrets from the log messages. Although we already ensure that github scrubs them
-            # from its runner logs, this is required to prevent the secrets from leaking into gradle scans,
-            # test reports or any other build artifacts generated by a java connector test.
-            container = container.with_secret_variable("LOG_SCRUB_PATTERN", java_log_scrub_pattern_secret)
-        container = container.with_exec(["mkdir", "-p", secret_directory_path])
-        for secret in connector_secrets:
-            if secret.file_name:
-                container = container.with_mounted_secret(
-                    f"{secret_directory_path}/{secret.file_name}", secret.as_dagger_secret(context.dagger_client), owner=owner
-                )
-        return container
-
-    return with_secrets_mounted_as_dagger_secrets
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/common.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/common.py
deleted file mode 100644
index 940d56a74260..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/common.py
+++ /dev/null
@@ -1,21 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import List
-
-from dagger import Container
-
-
-def with_debian_packages(base_container: Container, packages_to_install: List[str]) -> Container:
-    """Installs packages using apt-get.
-    Args:
-        context (Container): A alpine based container.
-
-    Returns:
-        Container: A container with the packages installed.
-
-    """
-    update_packages_command = ["apt-get", "update"]
-    package_install_command = ["apt-get", "install", "-y"]
-    return base_container.with_exec(update_packages_command).with_exec(package_install_command + packages_to_install)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/docker.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/docker.py
deleted file mode 100644
index 2b61fe086274..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/actions/system/docker.py
+++ /dev/null
@@ -1,248 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import logging
-import platform
-import uuid
-from typing import Any, Callable, Coroutine, Dict, List, Optional, Union
-
-from dagger import Client, Container, File, Service
-from dagger import Secret as DaggerSecret
-
-from pipelines import consts
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.consts import (
-    DOCKER_HOST_NAME,
-    DOCKER_HOST_PORT,
-    DOCKER_REGISTRY_ADDRESS,
-    DOCKER_REGISTRY_MIRROR_URL,
-    DOCKER_TMP_VOLUME_NAME,
-    DOCKER_VAR_LIB_VOLUME_NAME,
-    STORAGE_DRIVER,
-)
-from pipelines.helpers.utils import sh_dash_c
-from pipelines.models.secrets import Secret
-
-
-def get_base_dockerd_container(dagger_client: Client) -> Container:
-    """Provision a container to run a docker daemon.
-    It will be used as a docker host for docker-in-docker use cases.
-
-    Args:
-        dagger_client (Client): The dagger client used to create the container.
-    Returns:
-        Container: The container to run dockerd as a service
-    """
-    apk_packages_to_install = [
-        STORAGE_DRIVER,
-        # Curl is only used for debugging purposes.
-        "curl",
-    ]
-    base_container = (
-        dagger_client.container()
-        .from_(consts.DOCKER_DIND_IMAGE)
-        # We set this env var because we need to use a non-default zombie reaper setting.
-        # The reason for this is that by default it will want to set its parent process ID to 1 when reaping.
-        # This won't be possible because of container-ception: dind is running inside the dagger engine.
-        # See https://github.com/krallin/tini#subreaping for details.
-        .with_env_variable("TINI_SUBREAPER", "")
-        .with_exec(
-            sh_dash_c(
-                [
-                    "apk update",
-                    f"apk add {' '.join(apk_packages_to_install)}",
-                    "mkdir /etc/docker",
-                ]
-            )
-        )
-        # Expose the docker host port.
-        .with_exec(["adduser", "-u", "1000", "-S", "-H", "airbyte"])
-        .with_exposed_port(DOCKER_HOST_PORT)
-        # We cache /tmp for file sharing between client and daemon.
-        .with_mounted_cache("/tmp", dagger_client.cache_volume(DOCKER_TMP_VOLUME_NAME), owner="airbyte")
-        .with_exec(["chmod", "777", "/tmp"])
-    )
-
-    # We cache /var/lib/docker to avoid downloading images and layers multiple times.
-    base_container = base_container.with_mounted_cache(
-        "/var/lib/docker", dagger_client.cache_volume(DOCKER_VAR_LIB_VOLUME_NAME), owner="airbyte"
-    )
-    return base_container
-
-
-def get_daemon_config_json(registry_mirror_url: Optional[str] = None) -> str:
-    """Get the json representation of the docker daemon config.
-
-    Args:
-        registry_mirror_url (Optional[str]): The registry mirror url to use.
-
-    Returns:
-        str: The json representation of the docker daemon config.
-    """
-    storage_driver = "vfs" if platform.system() == "Darwin" else STORAGE_DRIVER
-    logging.info(f"Using storage driver: {storage_driver}")
-    daemon_config: Dict[str, Union[List[str], str]] = {
-        "storage-driver": storage_driver,
-    }
-    if registry_mirror_url:
-        daemon_config["registry-mirrors"] = ["http://" + registry_mirror_url]
-        daemon_config["insecure-registries"] = [registry_mirror_url]
-    return json.dumps(daemon_config)
-
-
-def docker_login(
-    dockerd_container: Container,
-    docker_registry_username: DaggerSecret,
-    docker_registry_password: DaggerSecret,
-) -> Container:
-    """Login to a docker registry if the username and password secrets are provided.
-
-    Args:
-        dockerd_container (Container): The dockerd_container container to login to the registry.
-        docker_registry_username_secret (Secret): The docker registry username secret.
-        docker_registry_password_secret (Secret): The docker registry password secret.
-        docker_registry_address (Optional[str]): The docker registry address to login to. Defaults to "docker.io" (DockerHub).
-    Returns:
-        Container: The container with the docker login command executed if the username and password secrets are provided. Noop otherwise.
-    """
-    if docker_registry_username and docker_registry_username:
-        return (
-            dockerd_container
-            # We use a cache buster here to guarantee the docker login is always executed.
-            .with_env_variable("CACHEBUSTER", str(uuid.uuid4()))
-            .with_secret_variable("DOCKER_REGISTRY_USERNAME", docker_registry_username)
-            .with_secret_variable("DOCKER_REGISTRY_PASSWORD", docker_registry_password)
-            .with_exec(sh_dash_c([f"docker login -u $DOCKER_REGISTRY_USERNAME -p $DOCKER_REGISTRY_PASSWORD {DOCKER_REGISTRY_ADDRESS}"]))
-        )
-    else:
-        return dockerd_container
-
-
-def with_global_dockerd_service(
-    dagger_client: Client,
-    docker_hub_username: Optional[Secret] = None,
-    docker_hub_password: Optional[Secret] = None,
-) -> Service:
-    """Create a container with a docker daemon running.
-    We expose its 2375 port to use it as a docker host for docker-in-docker use cases.
-    It is optionally connected to a DockerHub mirror if the DOCKER_REGISTRY_MIRROR_URL env var is set.
-    Args:
-        dagger_client (Client): The dagger client used to create the container.
-        docker_hub_username (Optional[Secret]): The DockerHub username secret.
-        docker_hub_password (Optional[Secret]): The DockerHub password secret.
-    Returns:
-        Container: The container running dockerd as a service
-    """
-
-    dockerd_container = get_base_dockerd_container(dagger_client)
-    if DOCKER_REGISTRY_MIRROR_URL is not None:
-        # Ping the registry mirror host to make sure it's reachable through VPN
-        # We set a cache buster here to guarantee the curl command is always executed.
-        dockerd_container = dockerd_container.with_env_variable("CACHEBUSTER", str(uuid.uuid4())).with_exec(
-            ["curl", "-vvv", f"http://{DOCKER_REGISTRY_MIRROR_URL}/v2/"]
-        )
-        daemon_config_json = get_daemon_config_json(DOCKER_REGISTRY_MIRROR_URL)
-    else:
-        daemon_config_json = get_daemon_config_json()
-
-    dockerd_container = dockerd_container.with_new_file("/etc/docker/daemon.json", contents=daemon_config_json)
-    if docker_hub_username and docker_hub_password:
-        # Docker login happens late because there's a cache buster in the docker login command.
-        dockerd_container = docker_login(
-            dockerd_container, docker_hub_username.as_dagger_secret(dagger_client), docker_hub_password.as_dagger_secret(dagger_client)
-        )
-    return dockerd_container.with_exec(
-        ["dockerd", "--log-level=error", f"--host=tcp://0.0.0.0:{DOCKER_HOST_PORT}", "--tls=false"],
-        insecure_root_capabilities=True,
-        use_entrypoint=True,
-    ).as_service()
-
-
-async def with_bound_docker_host(
-    context: ConnectorContext,
-    container: Container,
-) -> Container:
-    """Bind a container to a docker host. It will use the dockerd service as a docker host.
-
-    Args:
-        context (ConnectorContext): The current connector context.
-        container (Container): The container to bind to the docker host.
-    Returns:
-        Container: The container bound to the docker host.
-    """
-    assert context.dockerd_service is not None
-    current_user = (await container.with_exec(["whoami"]).stdout()).strip()
-    return (
-        container.with_env_variable("DOCKER_HOST", f"tcp://{DOCKER_HOST_NAME}:{DOCKER_HOST_PORT}")
-        .with_service_binding(DOCKER_HOST_NAME, context.dockerd_service)
-        .with_mounted_cache("/tmp", context.dagger_client.cache_volume(DOCKER_TMP_VOLUME_NAME), owner=current_user)
-    )
-
-
-def bound_docker_host(context: ConnectorContext) -> Callable[[Container], Coroutine[Any, Any, Container]]:
-    async def bound_docker_host_inner(container: Container) -> Container:
-        return await with_bound_docker_host(context, container)
-
-    return bound_docker_host_inner
-
-
-async def with_docker_cli(context: ConnectorContext) -> Container:
-    """Create a container with the docker CLI installed and bound to a persistent docker host.
-
-    Args:
-        context (ConnectorContext): The current connector context.
-
-    Returns:
-        Container: A docker cli container bound to a docker host.
-    """
-    docker_cli = context.dagger_client.container().from_(consts.DOCKER_CLI_IMAGE)
-    return await with_bound_docker_host(context, docker_cli)
-
-
-async def load_image_to_docker_host(context: ConnectorContext, tar_file: File, image_tag: str) -> str:
-    """Load a docker image tar archive to the docker host.
-
-    Args:
-        context (ConnectorContext): The current connector context.
-        tar_file (File): The file object holding the docker image tar archive.
-        image_tag (str): The tag to create on the image if it has no tag.
-    """
-    # Hacky way to make sure the image is always loaded
-    tar_name = f"{str(uuid.uuid4())}.tar"
-    docker_cli = (await with_docker_cli(context)).with_mounted_file(tar_name, tar_file)
-
-    image_load_output = await docker_cli.with_exec(["docker", "load", "--input", tar_name], use_entrypoint=True).stdout()
-    # Not tagged images only have a sha256 id the load output shares.
-    if "sha256:" in image_load_output:
-        image_id = image_load_output.replace("\n", "").replace("Loaded image ID: sha256:", "")
-        await docker_cli.with_exec(["docker", "tag", image_id, image_tag], use_entrypoint=True)
-    image_sha = json.loads(await docker_cli.with_exec(["docker", "inspect", image_tag], use_entrypoint=True).stdout())[0].get("Id")
-    return image_sha
-
-
-def with_crane(
-    context: ConnectorContext,
-) -> Container:
-    """Crane is a tool to analyze and manipulate container images.
-    We can use it to extract the image manifest and the list of layers or list the existing tags on an image repository.
-    https://github.com/google/go-containerregistry/tree/main/cmd/crane
-    """
-
-    # We use the debug image as it contains a shell which we need to properly use environment variables
-    # https://github.com/google/go-containerregistry/tree/main/cmd/crane#images
-    base_container = context.dagger_client.container().from_(
-        "gcr.io/go-containerregistry/crane/debug:c195f151efe3369874c72662cd69ad43ee485128@sha256:94f61956845714bea3b788445454ae4827f49a90dcd9dac28255c4cccb6220ad"
-    )
-
-    if context.docker_hub_username and context.docker_hub_password:
-        base_container = (
-            base_container.with_secret_variable("DOCKER_HUB_USERNAME", context.docker_hub_username.as_dagger_secret(context.dagger_client))
-            .with_secret_variable("DOCKER_HUB_PASSWORD", context.docker_hub_password.as_dagger_secret(context.dagger_client))
-            # We use sh -c to be able to use environment variables in the command
-            # This is a workaround as the default crane entrypoint doesn't support environment variables
-            .with_exec(sh_dash_c(["crane auth login index.docker.io -u $DOCKER_HUB_USERNAME -p $DOCKER_HUB_PASSWORD"]))
-        )
-
-    return base_container
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/git.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/git.py
deleted file mode 100644
index dda43fdb3116..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/git.py
+++ /dev/null
@@ -1,53 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import os
-from typing import Optional
-
-from dagger import Client, Container
-
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL
-from pipelines.helpers.utils import sh_dash_c
-
-
-def get_authenticated_repo_url(url: str, github_token: str) -> str:
-    return url.replace("https://github.com", f"https://{github_token}@github.com")
-
-
-async def checked_out_git_container(
-    dagger_client: Client,
-    current_git_branch: str,
-    current_git_revision: str,
-    diffed_branch: Optional[str] = None,
-    repo_url: str = AIRBYTE_GITHUB_REPO_URL,
-) -> Container:
-    """
-    Create a container with git in it.
-    We add the airbyte repo as the origin remote and the target repo as the target remote.
-    We fetch the diffed branch from the origin remote and the current branch from the target remote.
-    We then checkout the current branch.
-    """
-    origin_repo_url = AIRBYTE_GITHUB_REPO_URL
-    target_repo_url = repo_url
-    current_git_branch = current_git_branch.removeprefix("origin/")
-    diffed_branch = current_git_branch if diffed_branch is None else diffed_branch.removeprefix("origin/")
-    if github_token := os.environ.get("CI_GITHUB_ACCESS_TOKEN"):
-        origin_repo_url = get_authenticated_repo_url(origin_repo_url, github_token)
-        target_repo_url = get_authenticated_repo_url(target_repo_url, github_token)
-    origin_repo_url_secret = dagger_client.set_secret("ORIGIN_REPO_URL", origin_repo_url)
-    target_repo_url_secret = dagger_client.set_secret("TARGET_REPO_URL", target_repo_url)
-
-    git_container = (
-        dagger_client.container()
-        .from_("alpine/git:latest")
-        .with_workdir("/repo")
-        .with_exec(["init"], use_entrypoint=True)
-        .with_env_variable("CACHEBUSTER", current_git_revision)
-        .with_secret_variable("ORIGIN_REPO_URL", origin_repo_url_secret)
-        .with_secret_variable("TARGET_REPO_URL", target_repo_url_secret)
-        .with_exec(sh_dash_c(["git remote add origin ${ORIGIN_REPO_URL}"]))
-        .with_exec(sh_dash_c(["git remote add target ${TARGET_REPO_URL}"]))
-        .with_exec(["fetch", "origin", diffed_branch], use_entrypoint=True)
-    )
-    if diffed_branch != current_git_branch:
-        git_container = git_container.with_exec(["fetch", "target", current_git_branch], use_entrypoint=True)
-    return await git_container.with_exec(["checkout", current_git_branch], use_entrypoint=True)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/internal_tools.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/internal_tools.py
deleted file mode 100644
index 8438fcec56e1..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/internal_tools.py
+++ /dev/null
@@ -1,40 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from dagger import Container, Secret
-
-from pipelines.airbyte_ci.connectors.context import PipelineContext
-from pipelines.consts import INTERNAL_TOOL_PATHS
-from pipelines.dagger.actions.python.pipx import with_installed_pipx_package
-from pipelines.dagger.containers.python import with_python_base
-
-
-async def with_ci_credentials(context: PipelineContext, gsm_secret: Secret) -> Container:
-    """Install the ci_credentials package in a python environment.
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the ci_credentials sources will be pulled.
-        gsm_secret (Secret): The secret holding GCP_GSM_CREDENTIALS env variable value.
-
-    Returns:
-        Container: A python environment with the ci_credentials package installed.
-    """
-    python_base_environment: Container = with_python_base(context)
-    ci_credentials = await with_installed_pipx_package(context, python_base_environment, INTERNAL_TOOL_PATHS.CI_CREDENTIALS.value)
-    ci_credentials = ci_credentials.with_env_variable("VERSION", "dagger_ci")
-    return ci_credentials.with_secret_variable("GCP_GSM_CREDENTIALS", gsm_secret).with_workdir("/")
-
-
-async def with_connector_ops(context: PipelineContext) -> Container:
-    """Installs the connector_ops package in a Container running Python > 3.10 with git..
-
-    Args:
-        context (PipelineContext): The current test context, providing the repository directory from which the ci_connector_sources sources will be pulled.
-
-    Returns:
-        Container: A python environment container with connector_ops installed.
-    """
-    python_base_environment: Container = with_python_base(context)
-
-    return await with_installed_pipx_package(context, python_base_environment, INTERNAL_TOOL_PATHS.CONNECTOR_OPS.value)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/java.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/java.py
deleted file mode 100644
index 61ee8c4337d7..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/java.py
+++ /dev/null
@@ -1,193 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-
-from dagger import CacheVolume, Container, File, Platform
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext, PipelineContext
-from pipelines.consts import AMAZONCORRETTO_IMAGE
-from pipelines.dagger.actions.connector.hooks import finalize_build
-from pipelines.dagger.actions.connector.normalization import DESTINATION_NORMALIZATION_BUILD_CONFIGURATION, with_normalization
-from pipelines.helpers.utils import deprecated, sh_dash_c
-
-
-@deprecated("This function is deprecated. Please declare an explicit base image to use in the java connector metadata.")
-def with_integration_base(context: PipelineContext, build_platform: Platform) -> Container:
-    return (
-        context.dagger_client.container(platform=build_platform)
-        .from_("amazonlinux:2022.0.20220831.1")
-        .with_workdir("/airbyte")
-        .with_file("base.sh", context.get_repo_dir("airbyte-integrations/bases/base", include=["base.sh"]).file("base.sh"))
-        .with_env_variable("AIRBYTE_ENTRYPOINT", "/airbyte/base.sh")
-        .with_label("io.airbyte.version", "0.1.0")
-        .with_label("io.airbyte.name", "airbyte/integration-base")
-    )
-
-
-@deprecated("This function is deprecated. Please declare an explicit base image to use in the java connector metadata.")
-def with_integration_base_java(context: PipelineContext, build_platform: Platform) -> Container:
-    integration_base = with_integration_base(context, build_platform)
-    yum_packages_to_install = [
-        "tar",  # required to untar java connector binary distributions.
-        "openssl",  # required because we need to ssh and scp sometimes.
-        "findutils",  # required for xargs, which is shipped as part of findutils.
-    ]
-    return (
-        context.dagger_client.container(platform=build_platform)
-        # Use a linux+jdk base image with long-term support, such as amazoncorretto.
-        .from_(AMAZONCORRETTO_IMAGE)
-        # Bust the cache on a daily basis to get fresh packages.
-        .with_env_variable("DAILY_CACHEBUSTER", datetime.datetime.now().strftime("%Y-%m-%d"))
-        # Install a bunch of packages as early as possible.
-        .with_exec(
-            sh_dash_c(
-                [
-                    # Update first, but in the same .with_exec step as the package installation.
-                    # Otherwise, we risk caching stale package URLs.
-                    "yum update -y --security",
-                    #
-                    f"yum install -y {' '.join(yum_packages_to_install)}",
-                    # Remove any dangly bits.
-                    "yum clean all",
-                ]
-            )
-        )
-        # Add what files we need to the /airbyte directory.
-        # Copy base.sh from the airbyte/integration-base image.
-        .with_directory("/airbyte", integration_base.directory("/airbyte"))
-        .with_workdir("/airbyte")
-        # Download a utility jar from the internet.
-        .with_file("dd-java-agent.jar", context.dagger_client.http("https://dtdg.co/latest-java-tracer"))
-        # Copy javabase.sh from the git repo.
-        .with_file("javabase.sh", context.get_repo_dir("airbyte-integrations/bases/base-java", include=["javabase.sh"]).file("javabase.sh"))
-        # Set a bunch of env variables used by base.sh.
-        .with_env_variable("AIRBYTE_SPEC_CMD", "/airbyte/javabase.sh --spec")
-        .with_env_variable("AIRBYTE_CHECK_CMD", "/airbyte/javabase.sh --check")
-        .with_env_variable("AIRBYTE_DISCOVER_CMD", "/airbyte/javabase.sh --discover")
-        .with_env_variable("AIRBYTE_READ_CMD", "/airbyte/javabase.sh --read")
-        .with_env_variable("AIRBYTE_WRITE_CMD", "/airbyte/javabase.sh --write")
-        .with_env_variable("AIRBYTE_ENTRYPOINT", "/airbyte/base.sh")
-        # Set image labels.
-        .with_label("io.airbyte.version", "0.1.2")
-        .with_label("io.airbyte.name", "airbyte/integration-base-java")
-    )
-
-
-@deprecated("This function is deprecated. Please declare an explicit base image to use in the java connector metadata.")
-def with_integration_base_java_and_normalization(context: ConnectorContext, build_platform: Platform) -> Container:
-    yum_packages_to_install = [
-        "python3",
-        "python3-devel",
-        "jq",
-        "sshpass",
-        "git",
-    ]
-
-    additional_yum_packages = DESTINATION_NORMALIZATION_BUILD_CONFIGURATION[context.connector.technical_name]["yum_packages"]
-    yum_packages_to_install += additional_yum_packages
-
-    dbt_adapter_package = DESTINATION_NORMALIZATION_BUILD_CONFIGURATION[context.connector.technical_name]["dbt_adapter"]
-    assert isinstance(dbt_adapter_package, str)
-    normalization_integration_name = DESTINATION_NORMALIZATION_BUILD_CONFIGURATION[context.connector.technical_name]["integration_name"]
-    assert isinstance(normalization_integration_name, str)
-
-    pip_cache: CacheVolume = context.dagger_client.cache_volume("pip_cache")
-
-    return (
-        with_integration_base_java(context, build_platform)
-        # Bust the cache on a daily basis to get fresh packages.
-        .with_env_variable("DAILY_CACHEBUSTER", datetime.datetime.now().strftime("%Y-%m-%d"))
-        .with_exec(
-            sh_dash_c(
-                [
-                    "yum update -y --security",
-                    f"yum install -y {' '.join(yum_packages_to_install)}",
-                    "yum clean all",
-                    "alternatives --install /usr/bin/python python /usr/bin/python3 60",
-                ]
-            )
-        )
-        .with_mounted_cache("/root/.cache/pip", pip_cache)
-        .with_exec(
-            sh_dash_c(
-                [
-                    "python -m ensurepip --upgrade",
-                    # Workaround for https://github.com/yaml/pyyaml/issues/601
-                    "pip3 install 'Cython<3.0' 'pyyaml~=5.4' --no-build-isolation",
-                    # Required for dbt https://github.com/dbt-labs/dbt-core/issues/7075
-                    "pip3 install 'pytz~=2023.3'",
-                    f"pip3 install {dbt_adapter_package}",
-                    # amazon linux 2 isn't compatible with urllib3 2.x, so force 1.x
-                    "pip3 install 'urllib3<2'",
-                ]
-            )
-        )
-        .with_directory("airbyte_normalization", with_normalization(context, build_platform).directory("/airbyte"))
-        .with_workdir("airbyte_normalization")
-        .with_exec(sh_dash_c(["mv * .."]))
-        .with_workdir("/airbyte")
-        .with_exec(["rm", "-rf", "airbyte_normalization"], use_entrypoint=True)
-        .with_workdir("/airbyte/normalization_code")
-        .with_exec(["pip3", "install", "."], use_entrypoint=True)
-        .with_workdir("/airbyte/normalization_code/dbt-template/")
-        .with_exec(["dbt", "deps"], use_entrypoint=True)
-        .with_workdir("/airbyte")
-        .with_file(
-            "run_with_normalization.sh",
-            context.get_repo_dir("airbyte-integrations/bases/base-java", include=["run_with_normalization.sh"]).file(
-                "run_with_normalization.sh"
-            ),
-        )
-        .with_env_variable("AIRBYTE_NORMALIZATION_INTEGRATION", normalization_integration_name)
-        .with_env_variable("AIRBYTE_ENTRYPOINT", "/airbyte/run_with_normalization.sh")
-    )
-
-
-async def with_airbyte_java_connector(context: ConnectorContext, connector_java_tar_file: File, build_platform: Platform) -> Container:
-    application = context.connector.technical_name
-
-    build_stage = (
-        with_integration_base_java(context, build_platform)
-        .with_workdir("/airbyte")
-        .with_env_variable("APPLICATION", context.connector.technical_name)
-        .with_file(f"{application}.tar", connector_java_tar_file)
-        .with_exec(
-            sh_dash_c(
-                [
-                    f"tar xf {application}.tar --strip-components=1",
-                    f"rm -rf {application}.tar",
-                ]
-            )
-        )
-    )
-    # TODO: remove the condition below once all connectors have a base image declared in their metadata.
-    if "connectorBuildOptions" in context.connector.metadata and "baseImage" in context.connector.metadata["connectorBuildOptions"]:
-        base_image_address = context.connector.metadata["connectorBuildOptions"]["baseImage"]
-        context.logger.info(f"Using base image {base_image_address} from connector metadata to build connector.")
-        base = context.dagger_client.container(platform=build_platform).from_(base_image_address)
-    elif (
-        context.connector.supports_normalization
-        and DESTINATION_NORMALIZATION_BUILD_CONFIGURATION[context.connector.technical_name]["supports_in_connector_normalization"]
-    ):
-        context.logger.warn(
-            f"Connector {context.connector.technical_name} has in-connector normalization enabled. This is supposed to be deprecated. "
-            f"Please declare a base image address in the connector metadata.yaml file (connectorBuildOptions.baseImage)."
-        )
-        base = with_integration_base_java_and_normalization(context, build_platform).with_entrypoint(["/airbyte/run_with_normalization.sh"])
-    else:
-        context.logger.warn(
-            f"Connector {context.connector.technical_name} does not declare a base image in its connector metadata. "
-            f"Please declare a base image address in the connector metadata.yaml file (connectorBuildOptions.baseImage)."
-        )
-        base = with_integration_base_java(context, build_platform).with_entrypoint(["/airbyte/base.sh"])
-
-    current_user = (await base.with_exec(["whoami"]).stdout()).strip()
-    connector_container = (
-        base.with_workdir("/airbyte")
-        .with_env_variable("APPLICATION", application)
-        .with_mounted_directory("built_artifacts", build_stage.directory("/airbyte"), owner=current_user)
-        .with_exec(sh_dash_c(["mv built_artifacts/* ."]))
-    )
-    return await finalize_build(context, connector_container)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/python.py b/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/python.py
deleted file mode 100644
index 7bd6f1e024bc..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/dagger/containers/python.py
+++ /dev/null
@@ -1,92 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-from dagger import CacheSharingMode, CacheVolume, Client, Container
-
-from pipelines.airbyte_ci.connectors.context import PipelineContext
-from pipelines.consts import (
-    CONNECTOR_TESTING_REQUIREMENTS,
-    PIP_CACHE_PATH,
-    PIP_CACHE_VOLUME_NAME,
-    POETRY_CACHE_PATH,
-    POETRY_CACHE_VOLUME_NAME,
-    PYPROJECT_TOML_FILE_PATH,
-)
-from pipelines.helpers.utils import sh_dash_c
-
-
-def with_python_base(context: PipelineContext, python_version: str = "3.11") -> Container:
-    """Build a Python container with a cache volume for pip cache.
-
-    Args:
-        context (PipelineContext): The current test context, providing a dagger client and a repository directory.
-        python_image_name (str, optional): The python image to use to build the python base environment. Defaults to "python:3.9-slim".
-
-    Raises:
-        ValueError: Raised if the python_image_name is not a python image.
-
-    Returns:
-        Container: The python base environment container.
-    """
-
-    pip_cache: CacheVolume = context.dagger_client.cache_volume("pip_cache")
-
-    base_container = (
-        context.dagger_client.container()
-        .from_(f"python:{python_version}-slim")
-        .with_mounted_cache("/root/.cache/pip", pip_cache)
-        .with_exec(
-            sh_dash_c(
-                [
-                    "apt-get update",
-                    "apt-get install -y build-essential cmake g++ libffi-dev libstdc++6 git",
-                    "pip install pip==23.1.2",
-                ]
-            )
-        )
-    )
-
-    return base_container
-
-
-def with_testing_dependencies(context: PipelineContext) -> Container:
-    """Build a testing environment by installing testing dependencies on top of a python base environment.
-
-    Args:
-        context (PipelineContext): The current test context, providing a dagger client and a repository directory.
-
-    Returns:
-        Container: The testing environment container.
-    """
-    python_environment: Container = with_python_base(context)
-    pyproject_toml_file = context.get_repo_dir(".", include=[PYPROJECT_TOML_FILE_PATH]).file(PYPROJECT_TOML_FILE_PATH)
-
-    return python_environment.with_exec(["pip", "install"] + CONNECTOR_TESTING_REQUIREMENTS).with_file(
-        f"/{PYPROJECT_TOML_FILE_PATH}", pyproject_toml_file
-    )
-
-
-def with_pip_cache(container: Container, dagger_client: Client, owner: str | None = None) -> Container:
-    """Mounts the pip cache in the container.
-    Args:
-        container (Container): A container with python installed
-        owner (str, optional): The owner of the cache. Defaults to None.
-    Returns:
-        Container: A container with the pip cache mounted.
-    """
-    pip_cache_volume = dagger_client.cache_volume(PIP_CACHE_VOLUME_NAME)
-    return container.with_mounted_cache(PIP_CACHE_PATH, pip_cache_volume, sharing=CacheSharingMode.SHARED, owner=owner)
-
-
-def with_poetry_cache(container: Container, dagger_client: Client, owner: str | None = None) -> Container:
-    """Mounts the poetry cache in the container.
-    Args:
-        container (Container): A container with python installed
-        owner (str, optional): The owner of the cache. Defaults to None.
-    Returns:
-        Container: A container with the poetry cache mounted.
-    """
-    poetry_cache_volume = dagger_client.cache_volume(POETRY_CACHE_VOLUME_NAME)
-    return container.with_mounted_cache(POETRY_CACHE_PATH, poetry_cache_volume, sharing=CacheSharingMode.SHARED, owner=owner)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/external_scripts/__init__.py
deleted file mode 100644
index f70ecfc3a89e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
diff --git a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_check.sh b/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_check.sh
deleted file mode 100755
index b46d5a6c3313..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_check.sh
+++ /dev/null
@@ -1,55 +0,0 @@
-#!/usr/bin/env bash
-set -o errexit -o nounset -o pipefail
-
-echo "Checking if airbyte-ci is correctly installed..."
-
-INSTALL_DIR="$HOME/.local/bin"
-HUMAN_READABLE_INSTALL_DIR="\$HOME/.local/bin"
-
-# Check that the target directory is on the PATH
-# If not print an error message and exit
-if ! echo "$PATH" | grep -q "$INSTALL_DIR"; then
-    echo "The target directory $INSTALL_DIR is not on the PATH"
-    echo "Check that $HUMAN_READABLE_INSTALL_DIR is part of the PATH"
-    echo ""
-    echo "If not, please add 'export PATH=\"$HUMAN_READABLE_INSTALL_DIR:\$PATH\"' to your shell profile"
-    exit 1
-fi
-
-# Check that airbyte-ci is on the PATH
-# If not print an error message and exit
-if ! which airbyte-ci >/dev/null 2>&1; then
-    echo "airbyte-ci is not installed"
-    echo ""
-    echo "Please run 'make tools.airbyte-ci.install' to install airbyte-ci"
-    exit 1
-fi
-
-EXPECTED_PATH="$INSTALL_DIR/airbyte-ci"
-AIRBYTE_CI_PATH=$(which airbyte-ci 2>/dev/null)
-if [ "$AIRBYTE_CI_PATH" != "$EXPECTED_PATH" ]; then
-    echo "airbyte-ci is not from the expected install location: $EXPECTED_PATH"
-    echo "airbyte-ci is installed at: $AIRBYTE_CI_PATH"
-    echo "Check that airbyte-ci exists at $HUMAN_READABLE_INSTALL_DIR and $HUMAN_READABLE_INSTALL_DIR is part of the PATH"
-    echo ""
-    echo "If it is, try running 'make tools.airbyte-ci.clean', then run 'make tools.airbyte-ci.install' again"
-    exit 1
-fi
-
-# Check if the AIRBYTE_CI_PATH is a symlink
-if [ -L "$AIRBYTE_CI_PATH" ]; then
-    echo ""
-    echo "#########################################################################"
-    echo "#                                                                       #"
-    echo "#  Warning: airbyte-ci at $AIRBYTE_CI_PATH is a symlink.                #"
-    echo "#  You are possibly using a development version of airbyte-ci.          #"
-    echo "#  To update to a release version, run 'make tools.airbyte-ci.install'  #"
-    echo "#                                                                       #"
-    echo "#  If this warning persists, try running 'make tools.airbyte-ci.clean'  #"
-    echo "#  Then run 'make tools.airbyte-ci.install' again.                      #"
-    echo "#                                                                       #"
-    echo "#########################################################################"
-    echo ""
-fi
-
-echo "airbyte-ci is correctly installed at $EXPECTED_PATH"
diff --git a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_clean.sh b/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_clean.sh
deleted file mode 100755
index 56d2c1fbf371..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_clean.sh
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/usr/bin/env bash
-set -o errexit -o nounset -o pipefail
-
-# Check if pipx is on the path and if so, uninstall pipelines
-if which pipx >/dev/null 2>&1; then
-    # ignore errors if pipelines is not installed
-    pipx uninstall pipelines || true
-    echo "Uninstalled pipelines via pipx"
-else
-    echo "pipx not found, skipping uninstall of pipelines"
-fi
-
-# Remove airbyte-ci if it's on the path
-while which airbyte-ci >/dev/null 2>&1; do
-    echo "Removing $(which airbyte-ci)"
-    rm "$(which airbyte-ci)"
-done
-echo "Removed airbyte-ci"
-
-# Remove airbyte-ci-internal if it's on the path
-while which airbyte-ci-internal >/dev/null 2>&1; do
-    echo "Removing $(which airbyte-ci)"
-    rm "$(which airbyte-ci-internal)"
-done
-echo "Removed airbyte-ci-internal"
-
-# Remove airbyte-ci-dev if it's on the path
-while which airbyte-ci-dev >/dev/null 2>&1; do
-    echo "Removing $(which airbyte-ci)"
-    rm "$(which airbyte-ci-dev)"
-done
-  echo "Removed airbyte-ci-dev"
-
-# Check if airbyte-ci is stashed away in pyenv
-# If so, remove it
-# This prevents `pyenv init -` from adding it back to the path
-while pyenv whence --path airbyte-ci >/dev/null 2>&1; do
-    rm "$(pyenv whence --path airbyte-ci)"
-    echo "Uninstalled pipelines via pyenv"
-done
-    echo "All airbyte-ci references removed from pyenv versions."
-
-echo "Cleanup of airbyte-ci install completed."
diff --git a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_dev_install.py b/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_dev_install.py
deleted file mode 100755
index 32a7aa43a9fc..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_dev_install.py
+++ /dev/null
@@ -1,51 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-# !IMPORTANT! This script is used to install the airbyte-ci tool on a Linux or macOS system.
-# Meaning, no external dependencies are allowed as we don't want users to have to run anything
-# other than this script to install the tool.
-
-import subprocess
-import sys
-
-
-def check_command_exists(command: str, not_found_message: str) -> None:
-    """
-    Check if a command exists in the system path.
-    """
-    try:
-        subprocess.check_call(["which", command], stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
-    except subprocess.CalledProcessError:
-        print(not_found_message)
-        sys.exit(1)
-
-
-def main() -> None:
-    # Check if Python 3.10 is on the path
-    check_command_exists(
-        "python3.11",
-        """python3.10 not found on the path.
-Please install Python 3.11 using pyenv:
-1. Install pyenv if not already installed:
-   brew install pyenv
-2. Install Python 3.10 using pyenv:
-   pyenv install 3.10.12""",
-    )
-    print("Python 3.10 is already installed.")
-
-    # Check if pipx is installed
-    check_command_exists(
-        "uv",
-        """uv not found. Please install uv: `brew install uv`
-
-After installation, restart your terminal or source your shell
-configuration file to ensure the uv command is available.""",
-    )
-    print("uv is already installed.")
-
-    # Install airbyte-ci development version
-    subprocess.run(["uv", "tool", "install", "--editable", "--force", "--python=python3.11", "airbyte-ci/connectors/pipelines/"])
-    print("Development version of airbyte-ci installed successfully.")
-
-
-if __name__ == "__main__":
-    main()
diff --git a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_install.py b/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_install.py
deleted file mode 100755
index 01ed0ce20f90..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/external_scripts/airbyte_ci_install.py
+++ /dev/null
@@ -1,138 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-# !IMPORTANT! This script is used to install the airbyte-ci tool on a Linux or macOS system.
-# Meaning, no external dependencies are allowed as we don't want users to have to run anything
-# other than this script to install the tool.
-
-from __future__ import annotations
-
-import os
-import shutil
-import ssl
-import sys
-import urllib.request
-from typing import TYPE_CHECKING
-
-# !IMPORTANT! This constant is inline here instead of being imported from pipelines/consts.py
-# because we don't want to introduce any dependencies on other files in the repository.
-RELEASE_URL = os.getenv("RELEASE_URL", "https://connectors.airbyte.com/files/airbyte-ci/releases")
-
-if TYPE_CHECKING:
-    from typing import Optional
-
-
-def _get_custom_certificate_path() -> Optional[str]:
-    """
-    Returns the path to the custom certificate file if certifi is installed, otherwise None.
-
-    HACK: This is a workaround for the fact that the pyinstaller binary does not know how or where to
-    find the ssl certificates file. This happens because the binary is built on a different system
-    than the one it is being run on. This function will return the path to the certifi certificate file
-    if it is installed, otherwise it will return None. This function is used in get_ssl_context() below.
-
-    WHY: this works when certifi is not found:
-    If you run this file directly, it will use the system python interpreter and will be able to find
-    the ssl certificates file. e.g. when running in dev mode or via the makefile.
-
-    WHY: this works when certifi is found:
-    When this file is run by the pyinstaller binary, it is through the pipelines project, which has
-    certifi installed. This means that when this file is run by the pyinstaller binary, it will be able
-    to find the ssl certificates file in the certifi package.
-
-    """
-    # if certifi is not installed, do nothing
-    try:
-        import certifi
-
-        return certifi.where()
-    except ImportError:
-        return None
-
-
-def get_ssl_context() -> ssl.SSLContext:
-    """
-    Returns an ssl.SSLContext object with the custom certificate file if certifi is installed, otherwise
-    returns the default ssl.SSLContext object.
-    """
-    certifi_path = _get_custom_certificate_path()
-    if certifi_path is None:
-        return ssl.create_default_context()
-
-    return ssl.create_default_context(cafile=certifi_path)
-
-
-def get_airbyte_os_name() -> Optional[str]:
-    """
-    Returns 'ubuntu' if the system is Linux or 'macos' if the system is macOS.
-    """
-    OS = os.uname().sysname
-    if OS == "Linux":
-        print("Linux based system detected.")
-        return "ubuntu"
-    elif OS == "Darwin":
-        print("macOS based system detected.")
-        return "macos"
-    else:
-        return None
-
-
-def main(version: str = "latest") -> None:
-    # Determine the operating system
-    os_name = get_airbyte_os_name()
-    if os_name is None:
-        print("Unsupported operating system")
-        return
-
-    url = f"{RELEASE_URL}/{os_name}/{version}/airbyte-ci"
-
-    # Create the directory if it does not exist
-    destination_dir = os.path.expanduser("~/.local/bin")
-    os.makedirs(destination_dir, exist_ok=True)
-
-    # Set the path of the versioned binary
-    versioned_path = os.path.join(destination_dir, f"airbyte-ci-{version}")
-
-    # If the version is not explicit, delete any existing versioned binary
-    if version == "latest" and os.path.exists(versioned_path):
-        os.remove(versioned_path)
-
-    # Download the versioned binary if it doesn't exist
-    if not os.path.exists(versioned_path):
-        # Download the file using urllib.request
-        print(f"Downloading from {url}")
-        ssl_context = get_ssl_context()
-        with urllib.request.urlopen(url, context=ssl_context) as response, open(versioned_path, "wb") as out_file:
-            shutil.copyfileobj(response, out_file)
-
-        # Make the versioned binary executable
-        os.chmod(versioned_path, 0o755)
-
-    # Ensure that the destination path does not exist.
-    destination_path = os.path.join(destination_dir, "airbyte-ci")
-    if os.path.exists(destination_path):
-        os.remove(destination_path)
-
-    # Symlink the versioned binary to the destination path
-    os.symlink(versioned_path, destination_path)
-
-    # ASCII Art and Completion Message
-    install_complete_message = f"""
-    ╔───────────────────────────────────────────────────────────────────────────────╗
-    │                                                                               │
-    │    AAA   IIIII RRRRRR  BBBBB   YY   YY TTTTTTT EEEEEEE         CCCCC  IIIII   │
-    │   AAAAA   III  RR   RR BB   B  YY   YY   TTT   EE             CC       III    │
-    │  AA   AA  III  RRRRRR  BBBBBB   YYYYY    TTT   EEEEE   _____  CC       III    │
-    │  AAAAAAA  III  RR  RR  BB   BB   YYY     TTT   EE             CC       III    │
-    │  AA   AA IIIII RR   RR BBBBBB    YYY     TTT   EEEEEEE         CCCCC  IIIII   │
-    │                                                                               │
-    │  === Installation complete. v({version})===                                     │
-    │  {destination_path}                                                           │
-    ╚───────────────────────────────────────────────────────────────────────────────╝
-    """
-
-    print(install_complete_message)
-
-
-if __name__ == "__main__":
-    version_arg = sys.argv[1] if len(sys.argv) > 1 else "latest"
-    main(version_arg)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/hacks.py b/airbyte-ci/connectors/pipelines/pipelines/hacks.py
deleted file mode 100644
index 28b7b298c4ae..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/hacks.py
+++ /dev/null
@@ -1,145 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module contains hacks used in connectors pipelines. They're gathered here for tech debt visibility."""
-
-from __future__ import annotations
-
-from logging import Logger
-from typing import TYPE_CHECKING, Callable, List
-
-import asyncclick as click
-from connector_ops.utils import ConnectorLanguage  # type: ignore
-
-from pipelines import consts
-from pipelines.airbyte_ci.steps.base_image import UpdateBaseImageMetadata
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL, is_automerge_pull_request, update_commit_status_check
-
-if TYPE_CHECKING:
-    from dagger import Container
-
-    from pipelines.airbyte_ci.connectors.context import ConnectorContext
-    from pipelines.models.steps import StepResult
-
-
-async def cache_latest_cdk(context: ConnectorContext) -> None:
-    """
-    Download the latest CDK version to update the pip cache.
-
-    Underlying issue:
-        Most Python connectors, or normalization, are not pinning the CDK version they use.
-        It means that the will get whatever version is in the pip cache.
-        But the original goal of not pinning the CDK version is to always get the latest version.
-
-    Hack:
-        Call this function before building connector test environment to update the cache with the latest CDK version.
-
-    Github Issue:
-        Revisiting and aligning how we build Python connectors and using the same container for test, build and publish will provide better control over the CDK version.
-        https://github.com/airbytehq/airbyte/issues/25523
-    Args:
-        dagger_client (Client): Dagger client.
-    """
-    # We want the CDK to be re-downloaded on every run per connector to ensure we always get the latest version.
-    # But we don't want to invalidate the pip cache on every run because it could lead to a different CDK version installed on different architecture build.
-    cachebuster_value = f"{context.connector.technical_name}_{context.pipeline_start_timestamp}"
-
-    await (
-        context.dagger_client.container()
-        .from_("python:3.9-slim")
-        .with_mounted_cache(consts.PIP_CACHE_PATH, context.dagger_client.cache_volume(consts.PIP_CACHE_VOLUME_NAME))
-        .with_env_variable("CACHEBUSTER", cachebuster_value)
-        .with_exec(["pip", "install", "--force-reinstall", "airbyte-cdk", "-vvv"], use_entrypoint=True)
-        .sync()
-    )
-
-
-def never_fail_exec(command: List[str]) -> Callable[[Container], Container]:
-    """
-    Wrap a command execution with some bash sugar to always exit with a 0 exit code but write the actual exit code to a file.
-
-    Underlying issue:
-        When a classic dagger with_exec is returning a >0 exit code an ExecError is raised.
-        It's OK for the majority of our container interaction.
-        But some execution, like running CAT, are expected to often fail.
-        In CAT we don't want ExecError to be raised on container interaction because CAT might write updated secrets that we need to pull from the container after the test run.
-        The bash trick below is a hack to always return a 0 exit code but write the actual exit code to a file.
-        The file is then read by the pipeline to determine the exit code of the container.
-
-    Args:
-        command (List[str]): The command to run in the container.
-
-    Returns:
-        Callable: _description_
-    """
-
-    def never_fail_exec_inner(container: Container) -> Container:
-        return container.with_exec(["sh", "-c", f"{' '.join(command)}; echo $? > /exit_code"])
-
-    return never_fail_exec_inner
-
-
-def do_regression_test_status_check(ctx: click.Context, status_check_name: str, logger: Logger) -> None:
-    """
-    Emit a failing status check that requires a manual override, via a /-command.
-
-    Only required for certified connectors.
-    """
-    commit = ctx.obj["git_revision"]
-    run_url = ctx.obj["gha_workflow_run_url"]
-    should_send = ctx.obj.get("ci_context") == consts.CIContext.PULL_REQUEST
-
-    if (
-        (not is_automerge_pull_request(ctx.obj.get("pull_request")))
-        and (ctx.obj["git_repo_url"] == AIRBYTE_GITHUB_REPO_URL)
-        and any(
-            [
-                (connector.language == ConnectorLanguage.PYTHON and connector.support_level == "certified")
-                for connector in ctx.obj["selected_connectors_with_modified_files"]
-            ]
-        )
-    ):
-        logger.info(f'is_automerge_pull_request={is_automerge_pull_request(ctx.obj.get("pull_request"))}')
-        logger.info(f'git_repo_url={ctx.obj["git_repo_url"]}')
-        for connector in ctx.obj["selected_connectors_with_modified_files"]:
-            logger.info(f"connector = {connector.name}")
-            logger.info(f"connector.language={connector.language}")
-            logger.info(f"connector.support_level = {connector.support_level}")
-        update_commit_status_check(
-            commit,
-            "failure",
-            run_url,
-            description="Check if regression tests have been manually approved",
-            context=status_check_name,
-            is_optional=False,
-            should_send=should_send,
-            logger=logger,
-        )
-    else:
-        update_commit_status_check(
-            commit,
-            "success",
-            run_url,
-            description="[Skipped]",
-            context=status_check_name,
-            is_optional=True,
-            should_send=should_send,
-            logger=logger,
-        )
-
-
-def determine_changelog_entry_comment(upgrade_base_image_in_metadata_result: StepResult, default_comment: str) -> str:
-    assert isinstance(
-        upgrade_base_image_in_metadata_result.step, UpdateBaseImageMetadata
-    ), "StepResult's step must be instance of UpdateBaseImageMetadata"
-    if upgrade_base_image_in_metadata_result.output is not None and upgrade_base_image_in_metadata_result.output.get(
-        "updated_base_image_address"
-    ):
-        updated_base_image_address = upgrade_base_image_in_metadata_result.output.get("updated_base_image_address")
-        if (
-            "airbyte/python-connector-base:3.0.0" in updated_base_image_address
-            or "airbyte/source-declarative-manifest:6.9.2" in updated_base_image_address
-        ):
-            return "Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64"
-    return default_comment
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/cache_keys.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/cache_keys.py
deleted file mode 100644
index c5fd9b75130a..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/cache_keys.py
+++ /dev/null
@@ -1,13 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pipelines.helpers.utils import slugify
-
-
-def get_black_cache_key(black_version: str) -> str:
-    return slugify(f"black-{black_version}")
-
-
-def get_prettier_cache_key(prettier_version: str) -> str:
-    return slugify(f"prettier-{prettier_version}")
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/changelog.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/changelog.py
deleted file mode 100644
index a062b185f767..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/changelog.py
+++ /dev/null
@@ -1,126 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-import re
-from dataclasses import dataclass
-from operator import attrgetter
-from typing import Set, Tuple
-
-import semver
-
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO
-
-
-class ChangelogParsingException(Exception):
-    pass
-
-
-@dataclass(frozen=True)
-class ChangelogEntry:
-    date: datetime.date
-    version: semver.Version
-    pr_number: int | str
-    comment: str
-
-    def to_markdown(self, github_repo: str = AIRBYTE_GITHUB_REPO) -> str:
-        return f'| {self.version} | {self.date.strftime("%Y-%m-%d")} | [{self.pr_number}](https://github.com/{github_repo}/pull/{self.pr_number}) | {self.comment} |'
-
-    def __str__(self) -> str:
-        return f'version={self.version}, data={self.date.strftime("%Y-%m-%d")}, pr_number={self.pr_number}, comment={self.comment}'
-
-    def __repr__(self) -> str:
-        return "ChangelogEntry: " + self.__str__()
-
-    def __eq__(self, other: object) -> bool:
-        if not isinstance(other, ChangelogEntry):
-            return False
-        entry_matches = (
-            self.date == other.date
-            and self.version == other.version
-            and str(self.pr_number) == str(other.pr_number)
-            and self.comment == other.comment
-        )
-        return entry_matches
-
-    def __ne__(self, other: object) -> bool:
-        return not (self.__eq__(other))
-
-    def __hash__(self) -> int:
-        return self.__str__().__hash__()
-
-
-def parse_markdown(markdown_lines: list[str], github_repo: str) -> Tuple[int, Set[ChangelogEntry]]:
-    """This parses the markdown to find the changelog table, and then populates entries with the existing entries"""
-    changelog_entry_re = (
-        "^\\| *(?P<version>[0-9]+\\.[0-9+]+\\.[0-9]+?) *\\| *"
-        + "(?P<day>[0-9]{4}-[0-9]{2}-[0-9]{2}) *\\| *"
-        + "\\[?(?P<pr_number1>[0-9]+)\\]? ?\\(https://github.com/"
-        + github_repo
-        + "/pull/(?P<pr_number2>[0-9]+)\\) *\\| *"
-        + "(?P<comment>[^ ].*[^ ]) *\\| *$"
-    )
-    changelog_header_line_index = -1
-    changelog_line_enumerator = enumerate(markdown_lines)
-    for line_index, line in changelog_line_enumerator:
-        if re.search(r"\| *Version *\| *Date *\| *Pull Request *\| *Subject *\|", line):
-            changelog_header_line_index = line_index
-            break
-    if changelog_header_line_index == -1:
-        raise ChangelogParsingException("Could not find the changelog section table in the documentation file.")
-    if markdown_lines[changelog_header_line_index - 1] != "":
-        raise ChangelogParsingException(
-            "Found changelog section table in the documentation file at line but there is not blank line before it."
-        )
-    if not re.search(r"(\|[- :]*){4}\|", next(changelog_line_enumerator)[1]):
-        raise ChangelogParsingException("The changelog table in the documentation file is missing the header delimiter.")
-    changelog_entries_start_line_index = changelog_header_line_index + 2
-
-    # parse next line to see if it needs to be cut
-    entries = set()
-    for line_index, line in changelog_line_enumerator:
-        changelog_entry_regexp = re.search(changelog_entry_re, line)
-        if not changelog_entry_regexp or changelog_entry_regexp.group("pr_number1") != changelog_entry_regexp.group("pr_number2"):
-            break
-        entry_version = semver.VersionInfo.parse(changelog_entry_regexp.group("version"))
-        entry_date = datetime.datetime.strptime(changelog_entry_regexp.group("day"), "%Y-%m-%d").date()
-        entry_pr_number = int(changelog_entry_regexp.group("pr_number1"))
-        entry_comment = changelog_entry_regexp.group("comment")
-        changelog_entry = ChangelogEntry(entry_date, entry_version, entry_pr_number, entry_comment)
-        entries.add(changelog_entry)
-
-    return changelog_entries_start_line_index, entries
-
-
-class Changelog:
-    def __init__(self, markdown: str, github_repo: str = AIRBYTE_GITHUB_REPO) -> None:
-        self.original_markdown_lines = markdown.splitlines()
-        self.changelog_entries_start_line_index, self.original_entries = parse_markdown(self.original_markdown_lines, github_repo)
-        self.new_entries: Set[ChangelogEntry] = set()
-        self.github_repo = github_repo
-
-    def add_entry(self, version: semver.Version, date: datetime.date, pull_request_number: int | str, comment: str) -> None:
-        self.new_entries.add(ChangelogEntry(date, version, pull_request_number, comment))
-
-    def to_markdown(self) -> str:
-        """
-        Generates the complete markdown content for the changelog,
-        including both original and new entries, sorted by version, date, pull request number, and comment.
-        """
-        all_entries = set(self.original_entries.union(self.new_entries))
-        sorted_entries = sorted(
-            sorted(
-                all_entries,
-                key=attrgetter("date"),
-                reverse=True,
-            ),
-            key=attrgetter("version"),
-            reverse=True,
-        )
-        new_lines = (
-            self.original_markdown_lines[: self.changelog_entries_start_line_index]
-            + [line.to_markdown(self.github_repo) for line in sorted_entries]
-            + self.original_markdown_lines[(self.changelog_entries_start_line_index + len(self.original_entries)) :]
-        )
-        return "\n".join(new_lines) + "\n"
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/cli.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/cli.py
deleted file mode 100644
index 4440fd4e466c..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/cli.py
+++ /dev/null
@@ -1,101 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-from dataclasses import dataclass
-from logging import Logger
-from typing import Any, List, Optional
-
-import asyncclick as click
-import asyncer
-from jinja2 import Template
-
-from pipelines.models.steps import CommandResult
-
-ALL_RESULTS_KEY = "_run_all_results"
-
-SUMMARY_TEMPLATE_STR = """
-{% if command_results %}
-Summary of commands results
-========================
-{% for command_result in command_results %}
-{{ '✅' if  command_result.success else '❌' }} {{ command_result.command.name }}
-{% endfor %}
-{% endif %}
-"""
-
-DETAILS_TEMPLATE_STR = """
-{% for command_result in command_results %}
-{% if command_result.stdout or command_result.stderr %}
-=================================
-
-Details for {{ command_result.command.name }} command
-{% if command_result.stdout %}
-STDOUT:
-{{ command_result.stdout }}
-{% endif %}
-{% if command_result.stderr %}
-STDERR:
-{{ command_result.stderr }}
-{% endif %}
-{% endif %}
-{% endfor %}
-
-"""
-
-
-@dataclass
-class LogOptions:
-    quiet: bool = True
-    help_message: Optional[str] = None
-
-
-def log_command_results(
-    ctx: click.Context, command_results: List[CommandResult], logger: Logger, options: LogOptions = LogOptions()
-) -> None:
-    """
-    Log the output of the subcommands run by `run_all_subcommands`.
-    """
-
-    if not options.quiet:
-        details_template = Template(DETAILS_TEMPLATE_STR)
-        details_message = details_template.render(command_results=command_results)
-        logger.info(details_message)
-
-    summary_template = Template(SUMMARY_TEMPLATE_STR)
-    summary_message = summary_template.render(command_results=command_results)
-    logger.info(summary_message)
-
-    if options.help_message:
-        logger.info(options.help_message)
-
-
-async def invoke_commands_concurrently(ctx: click.Context, commands: List[click.Command]) -> List[Any]:
-    """
-    Run click commands concurrently and return a list of their return values.
-    """
-
-    soon_command_executions_results = []
-    async with asyncer.create_task_group() as command_task_group:
-        for command in commands:
-            soon_command_execution_result = command_task_group.soonify(command.invoke)(ctx)
-            soon_command_executions_results.append(soon_command_execution_result)
-    return [r.value for r in soon_command_executions_results]
-
-
-async def invoke_commands_sequentially(ctx: click.Context, commands: List[click.Command]) -> List[Any]:
-    """
-    Run click commands sequentially and return a list of their return values.
-    """
-    command_executions_results = []
-    for command in commands:
-        command_executions_results.append(await command.invoke(ctx))
-    return command_executions_results
-
-
-def get_all_sibling_commands(ctx: click.Context) -> List[click.Command]:
-    """
-    Get all sibling commands of the current command.
-    """
-    return [c for c in ctx.parent.command.commands.values() if c.name != ctx.command.name]  # type: ignore
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/cdk_helpers.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/cdk_helpers.py
deleted file mode 100644
index 30f546aca752..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/cdk_helpers.py
+++ /dev/null
@@ -1,26 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-import re
-
-import requests
-from dagger import Directory
-
-
-def get_latest_python_cdk_version() -> str:
-    """
-    Get the latest version of airbyte-cdk from pypi
-    """
-    cdk_pypi_url = "https://pypi.org/pypi/airbyte-cdk/json"
-    response = requests.get(cdk_pypi_url)
-    response.raise_for_status()
-    package_info = response.json()
-    return package_info["info"]["version"]
-
-
-async def get_latest_java_cdk_version(repo_dir: Directory) -> str:
-    version_file_content = await repo_dir.file("airbyte-cdk/java/airbyte-cdk/core/src/main/resources/version.properties").contents()
-    match = re.search(r"version *= *(?P<version>[0-9]*\.[0-9]*\.[0-9]*)", version_file_content)
-    if match:
-        return match.group("version")
-    raise ValueError("Could not find version in version.properties")
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/command.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/command.py
deleted file mode 100644
index 2f822c0e8f2b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/command.py
+++ /dev/null
@@ -1,97 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from typing import TYPE_CHECKING, Any, Callable, List
-
-import asyncclick as click
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.pipeline import run_connectors_pipelines
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport, Report
-from pipelines.helpers.execution.run_steps import STEP_TREE, run_steps
-from pipelines.models.steps import Step, StepStatus
-
-if TYPE_CHECKING:
-    from anyio import Semaphore
-
-
-def get_connector_contexts(ctx: click.Context, pipeline_description: str, enable_report_auto_open: bool) -> List[ConnectorContext]:
-    connectors_contexts = [
-        ConnectorContext(
-            pipeline_name=f"{pipeline_description}: {connector.technical_name}",
-            connector=connector,
-            is_local=ctx.obj["is_local"],
-            git_branch=ctx.obj["git_branch"],
-            git_revision=ctx.obj["git_revision"],
-            diffed_branch=ctx.obj["diffed_branch"],
-            git_repo_url=ctx.obj["git_repo_url"],
-            ci_report_bucket=ctx.obj["ci_report_bucket_name"],
-            report_output_prefix=ctx.obj["report_output_prefix"],
-            gha_workflow_run_url=ctx.obj.get("gha_workflow_run_url"),
-            dagger_logs_url=ctx.obj.get("dagger_logs_url"),
-            pipeline_start_timestamp=ctx.obj.get("pipeline_start_timestamp"),
-            ci_context=ctx.obj.get("ci_context"),
-            ci_gcp_credentials=ctx.obj["ci_gcp_credentials"],
-            ci_git_user=ctx.obj["ci_git_user"],
-            ci_github_access_token=ctx.obj["ci_github_access_token"],
-            enable_report_auto_open=enable_report_auto_open,
-            docker_hub_username=ctx.obj.get("docker_hub_username"),
-            docker_hub_password=ctx.obj.get("docker_hub_password"),
-            s3_build_cache_access_key_id=ctx.obj.get("s3_build_cache_access_key_id"),
-            s3_build_cache_secret_key=ctx.obj.get("s3_build_cache_secret_key"),
-            genai_api_key=ctx.obj.get("genai_api_key"),
-            dbdocs_token=ctx.obj.get("dbdocs_token"),
-        )
-        for connector in ctx.obj["selected_connectors_with_modified_files"]
-    ]
-    return connectors_contexts
-
-
-async def run_connector_pipeline(
-    ctx: click.Context,
-    pipeline_description: str,
-    enable_report_auto_open: bool,
-    connector_pipeline: Callable,
-    *args: Any,
-) -> bool:
-    connectors_contexts = get_connector_contexts(ctx, pipeline_description, enable_report_auto_open=enable_report_auto_open)
-    await run_connectors_pipelines(
-        connectors_contexts,
-        connector_pipeline,
-        pipeline_description,
-        ctx.obj["concurrency"],
-        ctx.obj["dagger_logs_path"],
-        ctx.obj["execute_timeout"],
-        *args,
-    )
-
-    return True
-
-
-async def run_connector_steps(
-    context: ConnectorContext, semaphore: "Semaphore", steps_to_run: STEP_TREE, restore_original_state: Step | None = None
-) -> Report:
-    async with semaphore:
-        async with context:
-            try:
-                result_dict = await run_steps(
-                    runnables=steps_to_run,
-                    options=context.run_step_options,
-                )
-            except Exception as e:
-                if restore_original_state:
-                    await restore_original_state.run()
-                raise e
-            results = list(result_dict.values())
-            if restore_original_state:
-                if any(step_result.status is StepStatus.FAILURE for step_result in results):
-                    await restore_original_state.run()
-                else:
-                    # cleanup if available
-                    if hasattr(restore_original_state, "_cleanup"):
-                        method = getattr(restore_original_state, "_cleanup")
-                        if callable(method):
-                            await method()
-
-            report = ConnectorReport(context, steps_results=results, name="TEST RESULTS")
-            context.report = report
-    return report
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/dagger_fs.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/dagger_fs.py
deleted file mode 100644
index e6fb8fa43f42..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/dagger_fs.py
+++ /dev/null
@@ -1,41 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from pathlib import Path
-
-from dagger import Directory, QueryError
-
-
-# TODO: sometimes we have the full path (connector.metadata_file_path) but we want to be using just the connector dir
-# so we could pass in a subdir here:
-# await file_exists(connector_dir, connector.metadata_file_path, relative_to=connector.code_directory)
-async def dagger_file_exists(dir: Directory, path: Path | str) -> bool:
-    try:
-        await dir.file(str(path))
-        return True
-    except QueryError:
-        return False
-
-
-async def dagger_read_file(directory: Directory, path: Path | str) -> str:
-    if str(path) not in await directory.entries():
-        raise FileNotFoundError(f"File {path} not found in directory {directory}")
-    content = await directory.file(str(path)).contents()
-    return content
-
-
-def dagger_write_file(directory: Directory, path: Path | str, new_content: str) -> Directory:
-    directory = directory.with_new_file(str(path), contents=new_content)
-    return directory
-
-
-async def dagger_export_file(directory: Directory, path: Path | str) -> bool:
-    await directory.file(str(path)).export(str(path))
-    return True
-
-
-async def dagger_dir_exists(dir: Directory, path: Path | str) -> bool:
-    try:
-        await dir.directory(str(path))
-        return True
-    except QueryError:
-        return False
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/format.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/format.py
deleted file mode 100644
index 10aab0946569..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/format.py
+++ /dev/null
@@ -1,35 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import logging
-import subprocess
-from pathlib import Path
-from typing import List
-
-from pipelines.cli.ensure_repo_root import get_airbyte_repo_path_with_fallback
-
-
-async def format_prettier(files: List[Path], logger: logging.Logger) -> None:
-    if len(files) == 0:
-        return
-
-    repo_root_path = get_airbyte_repo_path_with_fallback()
-    config_path = repo_root_path / ".prettierrc"
-    if not config_path.exists():
-        raise Exception(f"Prettier config file not found: {config_path}")
-
-    to_format = [str(file) for file in files]
-
-    logger.info(f"       Formatting files: npx prettier --write {' '.join(to_format)}")
-    command = ["npx", "prettier", "--config", str(config_path), "--write"] + to_format
-    result = subprocess.run(command, capture_output=True, text=True)
-    if result.returncode == 0:
-        logger.info("        Files formatted successfully.")
-    else:
-        logger.warn("        Error formatting files.")
-
-
-def verify_formatters() -> None:
-    try:
-        subprocess.run(["npx", "--version"], check=True)
-    except subprocess.CalledProcessError:
-        raise Exception("npx is required to format files. Please install Node.js and npm.")
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/modifed.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/modifed.py
deleted file mode 100644
index 7fcad4bfc83e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/modifed.py
+++ /dev/null
@@ -1,89 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from dataclasses import dataclass, field
-from pathlib import Path
-from typing import FrozenSet, Set, Union
-
-from connector_ops.utils import Connector  # type: ignore
-
-from pipelines import main_logger
-from pipelines.helpers.utils import IGNORED_FILE_EXTENSIONS, IGNORED_FILE_NAMES, METADATA_FILE_NAME
-
-
-def get_connector_modified_files(connector: Connector, all_modified_files: Set[Path]) -> FrozenSet[Path]:
-    connector_modified_files = set()
-    for modified_file in all_modified_files:
-        modified_file_path = Path(modified_file)
-        if modified_file_path.is_relative_to(connector.code_directory):
-            connector_modified_files.add(modified_file)
-    return frozenset(connector_modified_files)
-
-
-def _is_connector_modified_directly(connector: Connector, modified_files: Set[Path]) -> bool:
-    """Test if the connector is being impacted by file changes in the connector itself."""
-    for file_path in modified_files:
-        if _is_ignored_file(file_path):
-            continue
-
-        if Path(file_path).is_relative_to(Path(connector.code_directory)) or file_path == connector.documentation_file_path:
-            main_logger.info(f"Adding connector '{connector}' due to connector file modification: {file_path}.")
-            return True
-
-    return False
-
-
-def _is_connector_modified_indirectly(connector: Connector, modified_files: Set[Path]) -> bool:
-    """Test if the connector is being impacted by file changes in the connector's dependencies."""
-    connector_dependencies = connector.get_local_dependency_paths()
-
-    for file_path in modified_files:
-        if _is_ignored_file(file_path):
-            continue
-
-        for connector_dependency in connector_dependencies:
-            if Path(file_path).is_relative_to(Path(connector_dependency)):
-                main_logger.info(f"Adding connector '{connector}' due to dependency modification: '{file_path}'.")
-                return True
-
-    return False
-
-
-def _is_ignored_file(file_path: Union[str, Path]) -> bool:
-    """Check if the provided file has an ignored extension."""
-    return Path(file_path).suffix in IGNORED_FILE_EXTENSIONS or Path(file_path).name in IGNORED_FILE_NAMES
-
-
-def get_modified_connectors(modified_files: Set[Path], all_connectors: Set[Connector], dependency_scanning: bool) -> Set[Connector]:
-    """Create a mapping of modified connectors (key) and modified files (value).
-    If dependency scanning is enabled any modification to a dependency will trigger connector pipeline for all connectors that depend on it.
-    It currently works only for Java connectors .
-    It's especially useful to trigger tests of strict-encrypt variant when a change is made to the base connector.
-    Or to tests all jdbc connectors when a change is made to source-jdbc or base-java.
-    We'll consider extending the dependency resolution to Python connectors once we confirm that it's needed and feasible in term of scale.
-    """
-    modified_connectors = set()
-    active_connectors = {conn for conn in all_connectors if conn.support_level != "archived"}
-    main_logger.info(
-        f"Checking for modified files. Skipping {len(all_connectors) - len(active_connectors)} connectors with support level 'archived'."
-    )
-    # Ignore files with certain extensions
-    active_modified_files = {f for f in modified_files if not _is_ignored_file(f)}
-
-    for connector in active_connectors:
-        if _is_connector_modified_directly(connector, active_modified_files):
-            modified_connectors.add(connector)
-        elif dependency_scanning and _is_connector_modified_indirectly(connector, active_modified_files):
-            modified_connectors.add(connector)
-
-    return modified_connectors
-
-
-@dataclass(frozen=True)
-class ConnectorWithModifiedFiles(Connector):
-    modified_files: FrozenSet[Path] = field(default_factory=frozenset)
-
-    @property
-    def has_metadata_change(self) -> bool:
-        return any(path.name == METADATA_FILE_NAME for path in self.modified_files)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/yaml.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/yaml.py
deleted file mode 100644
index 5b6a544e6e46..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/connectors/yaml.py
+++ /dev/null
@@ -1,43 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import copy
-import io
-from pathlib import Path
-from typing import List
-
-from dagger import Directory
-from ruamel.yaml import YAML  # type: ignore
-
-
-def read_yaml(file_path: Path | str) -> dict:
-    yaml = YAML()
-    yaml.preserve_quotes = True
-    return yaml.load(file_path)
-
-
-async def read_yaml_from_directory(directory: Directory, file_path: str | Path) -> dict:
-    yaml = YAML()
-    yaml.preserve_quotes = True
-    if str(file_path) not in await directory.entries():
-        raise FileNotFoundError(f"File {file_path} not found in directory {directory}")
-    contents = await directory.file(str(file_path)).contents()
-    return yaml.load(contents)
-
-
-async def write_yaml_to_directory(directory: Directory, yaml_input: dict | List, file_path: str | Path) -> Directory:
-    data = copy.deepcopy(yaml_input)
-    yaml = YAML()
-    buffer = io.BytesIO()
-    yaml.dump(data, buffer)
-    new_content = buffer.getvalue().decode("utf-8")
-    directory = await directory.with_new_file(str(file_path), contents=new_content)
-    return directory
-
-
-def write_yaml(input: dict | List, file_path: str | Path) -> None:
-    data = copy.deepcopy(input)
-    yaml = YAML()
-    buffer = io.BytesIO()
-    yaml.dump(data, buffer)
-    with open(file_path, "w") as file:
-        file.write(buffer.getvalue().decode("utf-8"))
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/argument_parsing.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/argument_parsing.py
deleted file mode 100644
index af32aa52b213..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/argument_parsing.py
+++ /dev/null
@@ -1,66 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import re
-from typing import TYPE_CHECKING
-
-import asyncclick as click
-
-if TYPE_CHECKING:
-    from enum import Enum
-    from typing import Callable, Dict, Tuple, Type
-
-    from pipelines.models.steps import STEP_PARAMS
-
-# Pattern  for extra param options: --<step_id>.<option_name>=<option_value>
-EXTRA_PARAM_PATTERN_FOR_OPTION = re.compile(r"^--([a-zA-Z_][a-zA-Z0-9_]*)\.([a-zA-Z_-][a-zA-Z0-9_-]*)=([^=]+)$")
-# Pattern  for extra param flag: --<step_id>.<option_name>
-EXTRA_PARAM_PATTERN_FOR_FLAG = re.compile(r"^--([a-zA-Z_][a-zA-Z0-9_]*)\.([a-zA-Z_-][a-zA-Z0-9_-]*)$")
-EXTRA_PARAM_PATTERN_ERROR_MESSAGE = "The extra flags must be structured as --<step_id>.<flag_name> for flags or --<step_id>.<option_name>=<option_value> for options. You can use - or -- for option/flag names."
-
-
-def build_extra_params_mapping(SupportedStepIds: Type[Enum]) -> Callable:
-    def callback(ctx: click.Context, argument: click.core.Argument, raw_extra_params: Tuple[str]) -> Dict[str, STEP_PARAMS]:
-        """Build a mapping of step id to extra params.
-        Validate the extra params and raise a ValueError if they are invalid.
-        Validation rules:
-        - The extra params must be structured as --<step_id>.<param_name>=<param_value> for options or --<step_id>.<param_name> for flags.
-        - The step id must be one of the existing step ids.
-
-
-        Args:
-            ctx (click.Context): The click context.
-            argument (click.core.Argument): The click argument.
-            raw_extra_params (Tuple[str]): The extra params provided by the user.
-        Raises:
-            ValueError: Raised if the extra params format is invalid.
-            ValueError: Raised if the step id in the extra params is not one of the unique steps to run.
-
-        Returns:
-            Dict[Literal, STEP_PARAMS]: The mapping of step id to extra params.
-        """
-        extra_params_mapping: Dict[str, STEP_PARAMS] = {}
-        for param in raw_extra_params:
-            is_flag = "=" not in param
-            pattern = EXTRA_PARAM_PATTERN_FOR_FLAG if is_flag else EXTRA_PARAM_PATTERN_FOR_OPTION
-            matches = pattern.match(param)
-            if not matches:
-                raise ValueError(f"Invalid parameter {param}. {EXTRA_PARAM_PATTERN_ERROR_MESSAGE}")
-            if is_flag:
-                step_name, param_name = matches.groups()
-                param_value = None
-            else:
-                step_name, param_name, param_value = matches.groups()
-            try:
-                step_id = SupportedStepIds(step_name).value
-            except ValueError:
-                raise ValueError(f"Invalid step name {step_name}, it must be one of {[step_id.value for step_id in SupportedStepIds]}")
-
-            extra_params_mapping.setdefault(step_id, {}).setdefault(param_name, [])
-            # param_value is None if the param is a flag
-            if param_value is not None:
-                extra_params_mapping[step_id][param_name].append(param_value)
-        return extra_params_mapping
-
-    return callback
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/run_steps.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/run_steps.py
deleted file mode 100644
index 2d6abeede1ad..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/execution/run_steps.py
+++ /dev/null
@@ -1,345 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""The actions package is made to declare reusable pipeline components."""
-
-from __future__ import annotations
-
-import inspect
-from dataclasses import dataclass, field
-from typing import TYPE_CHECKING, Any, Awaitable, Callable, Dict, List, Optional, Set, Tuple, Union
-
-import anyio
-import asyncer
-import dpath
-
-from pipelines import main_logger
-from pipelines.models.steps import StepStatus
-
-if TYPE_CHECKING:
-    from pipelines.airbyte_ci.connectors.consts import CONNECTOR_TEST_STEP_ID
-    from pipelines.models.steps import STEP_PARAMS, Step, StepResult
-
-    RESULTS_DICT = Dict[str, StepResult]
-    ARGS_TYPE = Union[Dict, Callable[[RESULTS_DICT], Dict], Awaitable[Dict]]
-
-
-class InvalidStepConfiguration(Exception):
-    pass
-
-
-def _get_dependency_graph(steps: STEP_TREE) -> Dict[str, List[str]]:
-    """
-    Get the dependency graph of a step tree.
-    """
-    dependency_graph: Dict[str, List[str]] = {}
-    for step in steps:
-        if isinstance(step, StepToRun):
-            dependency_graph[step.id] = step.depends_on
-        elif isinstance(step, list):
-            nested_dependency_graph = _get_dependency_graph(list(step))
-            dependency_graph = {**dependency_graph, **nested_dependency_graph}
-        else:
-            raise Exception(f"Unexpected step type: {type(step)}")
-
-    return dependency_graph
-
-
-def _get_transitive_dependencies_for_step_id(
-    dependency_graph: Dict[str, List[str]], step_id: str, visited: Optional[Set[str]] = None
-) -> List[str]:
-    """Get the transitive dependencies for a step id.
-
-    Args:
-        dependency_graph (Dict[str, str]): The dependency graph to use.
-        step_id (str): The step id to get the transitive dependencies for.
-        visited (Optional[Set[str]], optional): The set of visited step ids. Defaults to None.
-
-    Returns:
-        List[str]: List of transitive dependencies as step ids.
-    """
-    if visited is None:
-        visited = set()
-
-    if step_id not in visited:
-        visited.add(step_id)
-
-        dependencies: List[str] = dependency_graph.get(step_id, [])
-        for dependency in dependencies:
-            dependencies.extend(_get_transitive_dependencies_for_step_id(dependency_graph, dependency, visited))
-
-        return dependencies
-    else:
-        return []
-
-
-@dataclass
-class RunStepOptions:
-    """Options for the run_step function."""
-
-    fail_fast: bool = True
-    skip_steps: List[str] = field(default_factory=list)
-    keep_steps: List[str] = field(default_factory=list)
-    log_step_tree: bool = True
-    concurrency: int = 10
-    step_params: Dict[CONNECTOR_TEST_STEP_ID, STEP_PARAMS] = field(default_factory=dict)
-
-    def __post_init__(self) -> None:
-        if self.skip_steps and self.keep_steps:
-            raise ValueError("Cannot use both skip_steps and keep_steps at the same time")
-
-    def get_step_ids_to_skip(self, runnables: STEP_TREE) -> List[str]:
-        if self.skip_steps:
-            return self.skip_steps
-        if self.keep_steps:
-            step_ids_to_keep = set(self.keep_steps)
-            dependency_graph = _get_dependency_graph(runnables)
-            all_step_ids = set(dependency_graph.keys())
-            for step_id in self.keep_steps:
-                step_ids_to_keep.update(_get_transitive_dependencies_for_step_id(dependency_graph, step_id))
-            return list(all_step_ids - step_ids_to_keep)
-        return []
-
-    @staticmethod
-    def get_item_or_default(options: Dict[str, List[Any]], key: str, default: Any) -> Any:  # noqa: ANN401
-        try:
-            item = dpath.util.get(options, key, separator="/")
-        except KeyError:
-            return default
-
-        if not isinstance(item, List):
-            return item
-        if len(item) > 1:
-            raise ValueError(f"Only one value for {key} is allowed. Got {len(item)}")
-        return item[0] if item else default
-
-
-@dataclass(frozen=True)
-class StepToRun:
-    """
-    A class to wrap a Step with its id and args.
-
-    Used to coordinate the execution of multiple steps inside a pipeline.
-    """
-
-    id: CONNECTOR_TEST_STEP_ID
-    step: Step
-    args: ARGS_TYPE = field(default_factory=dict)
-    depends_on: List[str] = field(default_factory=list)
-
-
-STEP_TREE = List[StepToRun | List[StepToRun]]
-
-
-async def evaluate_run_args(args: ARGS_TYPE, results: RESULTS_DICT) -> Dict:
-    """
-    Evaluate the args of a StepToRun using the results of previous steps.
-    """
-    if inspect.iscoroutinefunction(args):
-        return await args(results)
-    elif callable(args):
-        return args(results)
-    elif isinstance(args, dict):
-        return args
-
-    raise TypeError(f"Unexpected args type: {type(args)}")
-
-
-def _skip_remaining_steps(remaining_steps: STEP_TREE) -> RESULTS_DICT:
-    """
-    Skip all remaining steps.
-    """
-    skipped_results: Dict[str, StepResult] = {}
-    for runnable_step in remaining_steps:
-        if isinstance(runnable_step, StepToRun):
-            skipped_results[runnable_step.id] = runnable_step.step.skip()
-        elif isinstance(runnable_step, list):
-            nested_skipped_results = _skip_remaining_steps(list(runnable_step))
-            skipped_results = {**skipped_results, **nested_skipped_results}
-        else:
-            raise Exception(f"Unexpected step type: {type(runnable_step)}")
-
-    return skipped_results
-
-
-def _step_dependencies_succeeded(step_to_eval: StepToRun, results: RESULTS_DICT) -> bool:
-    """
-    Check if all dependencies of a step have succeeded.
-    """
-    main_logger.info(f"Checking if dependencies {step_to_eval.depends_on} have succeeded")
-
-    # Check if all depends_on keys are in the results dict
-    # If not, that means a step has not been run yet
-    # Implying that the order of the steps are not correct
-    for step_id in step_to_eval.depends_on:
-        if step_id not in results:
-            raise InvalidStepConfiguration(
-                f"Step {step_to_eval.id} depends on {step_id} which has not been run yet. This implies that the order of the steps is not correct. Please check that the steps are in the correct order."
-            )
-
-    return all(
-        results[step_id] and (results[step_id].status is StepStatus.SUCCESS or not results[step_id].consider_in_overall_status)
-        for step_id in step_to_eval.depends_on
-    )
-
-
-def _filter_skipped_steps(steps_to_evaluate: STEP_TREE, skip_steps: List[str], results: RESULTS_DICT) -> Tuple[STEP_TREE, RESULTS_DICT]:
-    """
-    Filter out steps that should be skipped.
-
-    Either because they are in the skip list or because one of their dependencies failed.
-    """
-    steps_to_run: STEP_TREE = []
-    for step_to_eval in steps_to_evaluate:
-        # ignore nested steps
-        if isinstance(step_to_eval, list):
-            steps_to_run.append(step_to_eval)
-            continue
-
-        # skip step if its id is in the skip list
-        if step_to_eval.id in skip_steps:
-            main_logger.info(f"Skipping step {step_to_eval.id}")
-            results[step_to_eval.id] = step_to_eval.step.skip("Skipped by user")
-
-        # skip step if a dependency failed
-        elif not _step_dependencies_succeeded(step_to_eval, results):
-            main_logger.info(
-                f"Skipping step {step_to_eval.id} because one of the dependencies have not been met: {step_to_eval.depends_on}"
-            )
-            results[step_to_eval.id] = step_to_eval.step.skip("Skipped because a dependency was not met")
-
-        else:
-            steps_to_run.append(step_to_eval)
-
-    return steps_to_run, results
-
-
-def _get_next_step_group(steps: STEP_TREE) -> Tuple[STEP_TREE, STEP_TREE]:
-    """
-    Get the next group of steps to run concurrently.
-    """
-    if not steps:
-        return [], []
-
-    if isinstance(steps[0], list):
-        return list(steps[0]), list(steps[1:])
-    else:
-        # Termination case: if the next step is not a list that means we have reached the max depth
-        return steps, []
-
-
-def _log_step_tree(step_tree: STEP_TREE, options: RunStepOptions, depth: int = 0) -> None:
-    """
-    Log the step tree to the console.
-
-    e.g.
-    Step tree
-    - step1
-    - step2
-        - step3
-        - step4 (skip)
-            - step5
-    - step6
-    """
-    indent = "    "
-    for steps in step_tree:
-        if isinstance(steps, list):
-            _log_step_tree(list(steps), options, depth + 1)
-        else:
-            if steps.id in options.skip_steps:
-                main_logger.info(f"{indent * depth}- {steps.id} (skip)")
-            else:
-                main_logger.info(f"{indent * depth}- {steps.id}")
-
-
-async def run_steps(
-    runnables: STEP_TREE,
-    results: RESULTS_DICT = {},
-    options: RunStepOptions = RunStepOptions(),
-) -> RESULTS_DICT:
-    """Run multiple steps sequentially, or in parallel if steps are wrapped into a sublist.
-
-    Examples
-    --------
-    >>> from pipelines.models.steps import Step, StepResult, StepStatus
-    >>> class TestStep(Step):
-    ...     async def _run(self) -> StepResult:
-    ...         return StepResult(step=self, status=StepStatus.SUCCESS)
-    >>> steps = [
-    ...     StepToRun(id="step1", step=TestStep()),
-    ...     [
-    ...         StepToRun(id="step2", step=TestStep()),
-    ...         StepToRun(id="step3", step=TestStep()),
-    ...     ],
-    ...     StepToRun(id="step4", step=TestStep()),
-    ... ]
-    >>> results = await run_steps(steps)
-    >>> results["step1"].status
-    <StepStatus.SUCCESS: 1>
-    >>> results["step2"].status
-    <StepStatus.SUCCESS: 1>
-    >>> results["step3"].status
-    <StepStatus.SUCCESS: 1>
-    >>> results["step4"].status
-    <StepStatus.SUCCESS: 1>
-
-
-    Args:
-        runnables (List[StepToRun]): List of steps to run.
-        results (RESULTS_DICT, optional): Dictionary of step results, used for recursion.
-
-    Returns:
-        RESULTS_DICT: Dictionary of step results.
-    """
-    # If there are no steps to run, return the results
-    if not runnables:
-        return results
-
-    step_ids_to_skip = options.get_step_ids_to_skip(runnables)
-    # Log the step tree
-    if options.log_step_tree:
-        main_logger.info(f"STEP TREE: {runnables}")
-        _log_step_tree(runnables, options)
-        options.log_step_tree = False
-
-    # If any of the previous steps failed, skip the remaining steps
-    if options.fail_fast and any(result.status is StepStatus.FAILURE and result.consider_in_overall_status for result in results.values()):
-        skipped_results = _skip_remaining_steps(runnables)
-        return {**results, **skipped_results}
-
-    # Pop the next step to run
-    steps_to_evaluate, remaining_steps = _get_next_step_group(runnables)
-
-    # Remove any skipped steps
-    steps_to_run, results = _filter_skipped_steps(steps_to_evaluate, step_ids_to_skip, results)
-
-    # Run all steps in list concurrently
-    semaphore = anyio.Semaphore(options.concurrency)
-    async with semaphore:
-        async with asyncer.create_task_group() as task_group:
-            tasks = []
-            for step_to_run in steps_to_run:
-                # if the step to run is a list, run it in parallel
-                if isinstance(step_to_run, list):
-                    tasks.append(task_group.soonify(run_steps)(list(step_to_run), results, options))
-                else:
-                    step_args = await evaluate_run_args(step_to_run.args, results)
-                    step_to_run.step.extra_params = options.step_params.get(step_to_run.id, {})
-                    main_logger.info(f"QUEUING STEP {step_to_run.id}")
-                    tasks.append(task_group.soonify(step_to_run.step.run)(**step_args))
-
-    # Apply new results
-    new_results: Dict[str, Any] = {}
-    for i, task in enumerate(tasks):
-        step_to_run = steps_to_run[i]
-        if isinstance(step_to_run, list):
-            new_results = {**new_results, **task.value}
-        else:
-            new_results[step_to_run.id] = task.value
-
-    return await run_steps(
-        runnables=remaining_steps,
-        results={**results, **new_results},
-        options=options,
-    )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/gcs.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/gcs.py
deleted file mode 100644
index a73cf7f686ec..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/gcs.py
+++ /dev/null
@@ -1,50 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-from pathlib import Path
-from typing import Tuple
-
-from google.cloud import storage  # type: ignore
-from google.oauth2 import service_account  # type: ignore
-
-from pipelines import main_logger
-from pipelines.consts import GCS_PUBLIC_DOMAIN
-
-
-def upload_to_gcs(file_path: Path, bucket_name: str, object_name: str, credentials: str) -> Tuple[str, str]:
-    """Upload a file to a GCS bucket.
-
-    Args:
-        file_path (Path): The path to the file to upload.
-        bucket_name (str): The name of the GCS bucket.
-        object_name (str): The name of the object in the GCS bucket.
-        credentials (str): The GCS credentials as a JSON string.
-    """
-    # Exit early if file does not exist
-    if not file_path.exists():
-        main_logger.warning(f"File {file_path} does not exist. Skipping upload to GCS.")
-        return "", ""
-
-    credentials = service_account.Credentials.from_service_account_info(json.loads(credentials))
-    client = storage.Client(credentials=credentials)
-    bucket = client.get_bucket(bucket_name)
-    blob = bucket.blob(object_name)
-    blob.upload_from_filename(str(file_path))
-    gcs_uri = f"gs://{bucket_name}/{object_name}"
-    public_url = f"{GCS_PUBLIC_DOMAIN}/{bucket_name}/{object_name}"
-    return gcs_uri, public_url
-
-
-def sanitize_gcp_credentials(raw_value: str) -> str:
-    """Try to parse the raw string input that should contain a json object with the GCS credentials.
-    It will raise an exception if the parsing fails and help us to fail fast on invalid credentials input.
-
-    Args:
-        raw_value (str): A string representing a json object with the GCS credentials.
-
-    Returns:
-        str: The raw value string if it was successfully parsed.
-    """
-    return json.dumps(json.loads(raw_value))
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/git.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/git.py
deleted file mode 100644
index 926a07a76867..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/git.py
+++ /dev/null
@@ -1,129 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import functools
-from typing import Set
-
-import git
-from dagger import Connection, SessionError
-
-from pipelines.consts import CIContext
-from pipelines.dagger.containers.git import checked_out_git_container
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL
-from pipelines.helpers.utils import DAGGER_CONFIG, DIFF_FILTER
-
-
-def get_current_git_revision() -> str:  # noqa D103
-    return git.Repo(search_parent_directories=True).head.object.hexsha
-
-
-def get_current_git_branch() -> str:  # noqa D103
-    return git.Repo(search_parent_directories=True).active_branch.name
-
-
-async def get_modified_files_in_branch_remote(
-    current_git_repo_url: str, current_git_branch: str, current_git_revision: str, diffed_branch: str = "master", retries: int = 3
-) -> Set[str]:
-    """Use git diff to spot the modified files on the remote branch."""
-    try:
-        async with Connection(DAGGER_CONFIG) as dagger_client:
-            container = await checked_out_git_container(
-                dagger_client, current_git_branch, current_git_revision, diffed_branch, repo_url=current_git_repo_url
-            )
-            modified_files = await container.with_exec(
-                ["diff", f"--diff-filter={DIFF_FILTER}", "--name-only", f"origin/{diffed_branch}...target/{current_git_branch}"],
-                use_entrypoint=True,
-            ).stdout()
-    except SessionError:
-        if retries > 0:
-            return await get_modified_files_in_branch_remote(
-                current_git_repo_url, current_git_branch, current_git_revision, diffed_branch, retries - 1
-            )
-        else:
-            raise
-    return set(modified_files.split("\n"))
-
-
-def get_modified_files_local(current_git_revision: str, diffed: str = "master") -> Set[str]:
-    """Use git diff and git status to spot the modified files in the local repo."""
-    airbyte_repo = git.Repo()
-    modified_files = airbyte_repo.git.diff(f"--diff-filter={DIFF_FILTER}", "--name-only", f"{diffed}...{current_git_revision}").split("\n")
-    status_output = airbyte_repo.git.status("--porcelain")
-    for not_committed_change in status_output.split("\n"):
-        file_path = not_committed_change.strip().split(" ")[-1]
-        if file_path:
-            modified_files.append(file_path)
-    return set(modified_files)
-
-
-async def get_modified_files_in_branch(
-    current_repo_url: str, current_git_branch: str, current_git_revision: str, diffed_branch: str, is_local: bool = True
-) -> Set[str]:
-    """Retrieve the list of modified files on the branch."""
-    if is_local:
-        return get_modified_files_local(current_git_revision, diffed_branch)
-    else:
-        return await get_modified_files_in_branch_remote(current_repo_url, current_git_branch, current_git_revision, diffed_branch)
-
-
-async def get_modified_files_in_commit_remote(current_git_branch: str, current_git_revision: str, retries: int = 3) -> Set[str]:
-    try:
-        async with Connection(DAGGER_CONFIG) as dagger_client:
-            container = await checked_out_git_container(dagger_client, current_git_branch, current_git_revision)
-            modified_files = await container.with_exec(
-                ["diff-tree", "--no-commit-id", "--name-only", current_git_revision, "-r"], use_entrypoint=True
-            ).stdout()
-    except SessionError:
-        if retries > 0:
-            return await get_modified_files_in_commit_remote(current_git_branch, current_git_revision, retries - 1)
-        else:
-            raise
-    return set(modified_files.split("\n"))
-
-
-def get_modified_files_in_commit_local(current_git_revision: str) -> Set[str]:
-    airbyte_repo = git.Repo()
-    modified_files = airbyte_repo.git.diff_tree("--no-commit-id", "--name-only", current_git_revision, "-r").split("\n")
-    return set(modified_files)
-
-
-async def get_modified_files_in_commit(current_git_branch: str, current_git_revision: str, is_local: bool = True) -> Set[str]:
-    if is_local:
-        return get_modified_files_in_commit_local(current_git_revision)
-    else:
-        return await get_modified_files_in_commit_remote(current_git_branch, current_git_revision)
-
-
-@functools.cache
-def get_git_repo() -> git.Repo:
-    """Retrieve the git repo."""
-    return git.Repo(search_parent_directories=True)
-
-
-@functools.cache
-def get_git_repo_path() -> str:
-    """Retrieve the git repo path."""
-    return str(get_git_repo().working_tree_dir)
-
-
-async def get_modified_files(
-    git_branch: str,
-    git_revision: str,
-    diffed_branch: str,
-    is_local: bool,
-    ci_context: CIContext,
-    git_repo_url: str = AIRBYTE_GITHUB_REPO_URL,
-) -> Set[str]:
-    """Get the list of modified files in the current git branch.
-    If the current branch is master, it will return the list of modified files in the head commit.
-    The head commit on master should be the merge commit of the latest merged pull request as we squash commits on merge.
-    Pipelines like "publish on merge" are triggered on each new commit on master.
-
-    If the CI context is a pull request, it will return the list of modified files in the pull request, without using git diff.
-    If the current branch is not master, it will return the list of modified files in the current branch.
-    This latest case is the one we encounter when running the pipeline locally, on a local branch, or manually on GHA with a workflow dispatch event.
-    """
-    if ci_context is CIContext.MASTER or (ci_context is CIContext.MANUAL and git_branch == "master"):
-        return await get_modified_files_in_commit(git_branch, git_revision, is_local)
-    return await get_modified_files_in_branch(git_repo_url, git_branch, git_revision, diffed_branch, is_local)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/github.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/github.py
deleted file mode 100644
index 086cdce36c44..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/github.py
+++ /dev/null
@@ -1,237 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""Module grouping functions interacting with the GitHub API."""
-
-from __future__ import annotations
-
-import base64
-import os
-from dataclasses import dataclass
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-import github as github_sdk
-from connector_ops.utils import console  # type: ignore
-
-from pipelines import main_logger
-from pipelines.consts import CIContext
-from pipelines.models.secrets import Secret
-
-if TYPE_CHECKING:
-    from logging import Logger
-    from typing import Iterable, List, Optional
-
-
-DEFAULT_AIRBYTE_GITHUB_REPO = "airbytehq/airbyte"
-AIRBYTE_GITHUB_REPO = os.environ.get("AIRBYTE_GITHUB_REPO", DEFAULT_AIRBYTE_GITHUB_REPO)
-AIRBYTE_GITHUBUSERCONTENT_URL_PREFIX = f"https://raw.githubusercontent.com/{AIRBYTE_GITHUB_REPO}"
-AIRBYTE_GITHUB_REPO_URL_PREFIX = f"https://github.com/{AIRBYTE_GITHUB_REPO}"
-AIRBYTE_GITHUB_REPO_URL = f"{AIRBYTE_GITHUB_REPO_URL_PREFIX}.git"
-BASE_BRANCH = "master"
-
-
-def safe_log(logger: Optional[Logger], message: str, level: str = "info") -> None:
-    """Log a message to a logger if one is available, otherwise print to the console."""
-    if logger:
-        log_method = getattr(logger, level.lower())
-        log_method(message)
-    else:
-        main_logger.info(message)
-
-
-def update_commit_status_check(
-    sha: str,
-    state: str,
-    target_url: str,
-    description: str,
-    context: str,
-    is_optional: bool = False,
-    should_send: bool = True,
-    logger: Optional[Logger] = None,
-) -> None:
-    """Call the GitHub API to create commit status check.
-
-    Args:
-        sha (str): Hash of the commit for which you want to create a status check.
-        state (str): The check state (success, failure, pending)
-        target_url (str): The URL to attach to the commit check for details.
-        description (str): Description of the check that is run.
-        context (str): Name of the Check context e.g: source-pokeapi tests
-        should_send (bool, optional): Whether the commit check should actually be sent to GitHub API. Defaults to True.
-        logger (Logger, optional): A logger to log info about updates. Defaults to None.
-    """
-    if not should_send:
-        return
-
-    safe_log(logger, f"Attempting to create {state} status for commit {sha} on Github in {context} context.")
-    try:
-        github_client = github_sdk.Github(auth=github_sdk.Auth.Token(os.environ["CI_GITHUB_ACCESS_TOKEN"]))
-        airbyte_repo = github_client.get_repo(AIRBYTE_GITHUB_REPO)
-    except Exception as e:
-        if logger:
-            logger.error("No commit status check sent, the connection to Github API failed", exc_info=True)
-        else:
-            console.print(e)
-        return
-
-    # If the check is optional, we don't want to fail the build if it fails.
-    # Instead, we want to mark it as a warning.
-    # Unfortunately, Github doesn't have a warning state, so we use success instead.
-    if is_optional and state == "failure":
-        state = "success"
-        description = f"[WARNING] optional check failed {context}: {description}"
-
-    context = context if bool(os.environ.get("PRODUCTION", False)) is True else f"[please ignore] {context}"
-    airbyte_repo.get_commit(sha=sha).create_status(
-        state=state,
-        target_url=target_url,
-        description=description,
-        context=context,
-    )
-    safe_log(logger, f"Created {state} status for commit {sha} on Github in {context} context with desc: {description}.")
-
-
-def get_pull_request(pull_request_number: int, github_access_token: Secret) -> github_sdk.PullRequest.PullRequest:
-    """Get a pull request object from its number.
-
-    Args:
-        pull_request_number (str): The number of the pull request to get.
-        github_access_token (Secret): The GitHub access token to use to authenticate.
-    Returns:
-        PullRequest: The pull request object.
-    """
-    github_client = github_sdk.Github(auth=github_sdk.Auth.Token(github_access_token.value))
-    airbyte_repo = github_client.get_repo(AIRBYTE_GITHUB_REPO)
-    return airbyte_repo.get_pull(pull_request_number)
-
-
-def update_global_commit_status_check_for_tests(click_context: dict, github_state: str, logger: Optional[Logger] = None) -> None:
-    update_commit_status_check(
-        click_context["git_revision"],
-        github_state,
-        click_context["gha_workflow_run_url"],
-        click_context["global_status_check_description"],
-        click_context["global_status_check_context"],
-        should_send=click_context.get("ci_context") == CIContext.PULL_REQUEST,
-        logger=logger,
-    )
-
-
-@dataclass
-class ChangedFile:
-    path: str
-    sha: str | None
-
-
-def create_or_update_github_pull_request(
-    modified_repo_files: Iterable[Path],
-    github_token: str,
-    branch_id: str,
-    commit_message: str,
-    pr_title: str,
-    pr_body: str,
-    repo_name: str = AIRBYTE_GITHUB_REPO,
-    logger: Optional[Logger] = None,
-    skip_ci: bool = False,
-    labels: Optional[Iterable[str]] = None,
-    force_push: bool = True,
-    github_auto_merge: bool = False,
-) -> github_sdk.PullRequest.PullRequest:
-    logger = logger or main_logger
-    g = github_sdk.Github(auth=github_sdk.Auth.Token(github_token))
-    repo = g.get_repo(repo_name)
-    commit_message = commit_message if not skip_ci else f"[skip ci] {commit_message}"
-
-    changed_files: List[ChangedFile] = []
-    for modified_file in modified_repo_files:  # these are relative to the repo root
-        if modified_file.exists():
-            with open(modified_file, "rb") as file:
-                logger.info(f"Reading file: {modified_file}")
-                content = base64.b64encode(file.read()).decode("utf-8")  # Encode file content to base64
-                blob = repo.create_git_blob(content, "base64")
-                changed_file = ChangedFile(path=str(modified_file), sha=blob.sha)
-            changed_files.append(changed_file)
-        else:
-            logger.info(f"{modified_file} no longer exists, adding to PR as a deletion")
-            changed_file = ChangedFile(path=str(modified_file), sha=None)
-            changed_files.append(changed_file)
-    existing_ref = None
-    try:
-        existing_ref = repo.get_git_ref(f"heads/{branch_id}")
-        logger.info(f"Git ref {branch_id} already exists")
-    except github_sdk.GithubException:
-        pass
-
-    base_sha = repo.get_branch(BASE_BRANCH).commit.sha
-    if not existing_ref:
-        repo.create_git_ref(f"refs/heads/{branch_id}", base_sha)
-
-    parent_commit = repo.get_git_commit(base_sha)
-    parent_tree = repo.get_git_tree(base_sha)
-
-    # Filter and update tree elements
-    tree_elements: List[github_sdk.InputGitTreeElement] = []
-    for changed_file in changed_files:
-        if changed_file.sha is None:
-            # make sure it's actually in the current tree
-            try:
-                # Attempt to get the file from the specified commit
-                repo.get_contents(changed_file.path, ref=base_sha)
-                # logger.info(f"File {changed_file.path} exists in commit {base_sha}")
-            except github_sdk.UnknownObjectException:
-                # don't need to add it to the tree
-                logger.info(f"{changed_file.path} not in parent: {base_sha}")
-                continue
-
-        # Update or new file addition or needed deletion
-        tree_elements.append(
-            github_sdk.InputGitTreeElement(
-                path=changed_file.path,
-                mode="100644",
-                type="blob",
-                sha=changed_file.sha,
-            )
-        )
-
-    # Create a new commit pointing to that tree
-    tree = repo.create_git_tree(tree_elements, base_tree=parent_tree)
-    commit = repo.create_git_commit(commit_message, tree, [parent_commit])
-    repo.get_git_ref(f"heads/{branch_id}").edit(sha=commit.sha, force=force_push)
-    # Check if there's an existing pull request
-    found_pr = None
-    open_pulls = repo.get_pulls(state="open", base=BASE_BRANCH)
-    for pr in open_pulls:
-        if pr.head.ref == branch_id:
-            found_pr = pr
-            logger.info(f"Pull request already exists: {pr.html_url}")
-    if found_pr:
-        pull_request = found_pr
-        found_pr.edit(title=pr_title, body=pr_body)
-    else:
-        pull_request = repo.create_pull(
-            title=pr_title,
-            body=pr_body,
-            base=BASE_BRANCH,
-            head=branch_id,
-        )
-        logger.info(f"Created pull request: {pull_request.html_url}")
-
-    labels = labels or []
-    for label in labels:
-        pull_request.add_to_labels(label)
-        logger.info(f"Added label {label} to pull request")
-
-    if github_auto_merge:
-        logger.info("Enabling (native) GitHub auto-merge for the pull request")
-        pull_request.enable_automerge("SQUASH")
-
-    return pull_request
-
-
-def is_automerge_pull_request(pull_request: Optional[github_sdk.PullRequest.PullRequest]) -> bool:
-    labels = [label.name for label in pull_request.get_labels()] if pull_request else []
-    if labels and "auto-merge" in labels:
-        return True
-    return False
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/pip.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/pip.py
deleted file mode 100644
index ea982af53364..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/pip.py
+++ /dev/null
@@ -1,21 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from typing import Optional
-
-import requests
-
-
-def is_package_published(package_name: Optional[str], version: Optional[str], registry_url: str) -> bool:
-    """
-    Check if a package with a specific version is published on a python registry.
-    """
-    if not package_name or not version:
-        return False
-
-    url = f"{registry_url}/{package_name}/{version}/json"
-
-    try:
-        response = requests.get(url)
-        return response.status_code == 200
-    except requests.exceptions.ConnectionError:
-        return False
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/sentry_utils.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/sentry_utils.py
deleted file mode 100644
index ae190629e364..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/sentry_utils.py
+++ /dev/null
@@ -1,92 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import importlib.metadata
-import os
-from typing import TYPE_CHECKING
-
-import sentry_sdk
-from connector_ops.utils import Connector  # type: ignore
-
-if TYPE_CHECKING:
-    from typing import Any, Callable, Dict, Optional
-
-    from asyncclick import Command, Context
-
-    from pipelines.models.steps import Step
-
-
-def initialize() -> None:
-    if "SENTRY_DSN" in os.environ:
-        sentry_sdk.init(
-            dsn=os.environ.get("SENTRY_DSN"),
-            environment=os.environ.get("SENTRY_ENVIRONMENT") or "production",
-            before_send=before_send,  # type: ignore
-            release=f"pipelines@{importlib.metadata.version('pipelines')}",
-        )
-
-
-def before_send(event: Dict[str, Any], hint: Dict[str, Any]) -> Optional[Dict[str, Any]]:
-    # Ignore logged errors that do not contain an exception
-    if "log_record" in hint and "exc_info" not in hint:
-        return None
-
-    return event
-
-
-def with_step_context(func: Callable) -> Callable:
-    def wrapper(self: Step, *args: Any, **kwargs: Any) -> Step:
-        with sentry_sdk.configure_scope() as scope:
-            step_name = self.__class__.__name__
-            scope.set_tag("pipeline_step", step_name)
-            scope.set_context(
-                "Pipeline Step",
-                {
-                    "name": step_name,
-                    "step_title": self.title,
-                    "max_retries": self.max_retries,
-                    "max_duration": self.max_duration,
-                    "retry_count": self.retry_count,
-                },
-            )
-
-            if hasattr(self.context, "connector"):
-                connector: Connector = self.context.connector
-                scope.set_tag("connector", connector.technical_name)
-                scope.set_context(
-                    "Connector",
-                    {
-                        "name": connector.name,
-                        "technical_name": connector.technical_name,
-                        "language": connector.language,
-                        "version": connector.version,
-                        "support_level": connector.support_level,
-                    },
-                )
-
-            return func(self, *args, **kwargs)
-
-    return wrapper
-
-
-def with_command_context(func: Callable) -> Callable:
-    def wrapper(self: Command, ctx: Context, *args: Any, **kwargs: Any) -> Command:
-        with sentry_sdk.configure_scope() as scope:
-            scope.set_tag("pipeline_command", self.name)
-            scope.set_context(
-                "Pipeline Command",
-                {
-                    "name": self.name,
-                    "params": self.params,
-                },
-            )
-
-            scope.set_context("Click Context", ctx.obj)
-            scope.set_tag("git_branch", ctx.obj.get("git_branch", "unknown"))
-            scope.set_tag("git_revision", ctx.obj.get("git_revision", "unknown"))
-
-            return func(self, ctx, *args, **kwargs)
-
-    return wrapper
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/slack.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/slack.py
deleted file mode 100644
index 38c1818b0b7b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/slack.py
+++ /dev/null
@@ -1,29 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-import json
-import typing
-
-import requests
-
-from pipelines import main_logger
-
-if typing.TYPE_CHECKING:
-    from typing import List
-
-
-def send_message_to_webhook(message: str, channels: List[str], webhook: str) -> List[requests.Response]:
-    responses = []
-    for channel in channels:
-        channel = channel[1:] if channel.startswith("#") else channel
-        payload = {"channel": f"#{channel}", "username": "Connectors CI/CD Bot", "text": message}
-        response = requests.post(webhook, data={"payload": json.dumps(payload)})
-
-        # log if the request failed, but don't fail the pipeline
-        if not response.ok:
-            main_logger.error(f"Failed to send message to slack webhook: {response.text}")
-        responses.append(response)
-
-    return responses
diff --git a/airbyte-ci/connectors/pipelines/pipelines/helpers/utils.py b/airbyte-ci/connectors/pipelines/pipelines/helpers/utils.py
deleted file mode 100644
index c93394e4d215..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/helpers/utils.py
+++ /dev/null
@@ -1,409 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module groups util function used in pipelines."""
-
-from __future__ import annotations
-
-import contextlib
-import datetime
-import functools
-import os
-import re
-import sys
-import unicodedata
-import warnings
-import xml.sax.saxutils
-from io import TextIOWrapper
-from pathlib import Path
-from typing import TYPE_CHECKING
-
-import asyncclick as click
-import asyncer
-from dagger import Client, Config, Container, Directory, ExecError, File, ImageLayerCompression, Platform, Secret
-from exceptiongroup import ExceptionGroup
-from more_itertools import chunked
-
-if TYPE_CHECKING:
-    from typing import Any, Callable, Generator, List, Optional, Set, Tuple
-
-    from pipelines.airbyte_ci.connectors.context import ConnectorContext
-
-DAGGER_CONFIG = Config(log_output=sys.stderr)
-METADATA_FILE_NAME = "metadata.yaml"
-MANIFEST_FILE_NAME = "manifest.yaml"
-METADATA_ICON_FILE_NAME = "icon.svg"
-DIFF_FILTER = "MADRT"  # Modified, Added, Deleted, Renamed, Type changed
-IGNORED_FILE_EXTENSIONS: list[str] = [".md"]
-IGNORED_FILE_NAMES: list[str] = [
-    ".coveragerc",
-    "poe_tasks.toml",
-]
-
-
-# This utils will probably be redundant once https://github.com/dagger/dagger/issues/3764 is implemented
-async def check_path_in_workdir(container: Container, path: str) -> bool:
-    """Check if a local path is mounted to the working directory of a container.
-
-    Args:
-        container (Container): The container on which we want the check the path existence.
-        path (str): Directory or file path we want to check the existence in the container working directory.
-
-    Returns:
-        bool: Whether the path exists in the container working directory.
-    """
-    workdir = (await container.with_exec(["pwd"]).stdout()).strip()
-    mounts = await container.mounts()
-    if workdir in mounts:
-        expected_file_path = Path(workdir[1:]) / path
-        return expected_file_path.is_file() or expected_file_path.is_dir()
-    else:
-        return False
-
-
-def secret_host_variable(client: Client, name: str, default: str = "") -> Callable[[Container], Container]:
-    """Add a host environment variable as a secret in a container.
-
-    Example:
-        container.with_(secret_host_variable(client, "MY_SECRET"))
-
-    Args:
-        client (Client): The dagger client.
-        name (str): The name of the environment variable. The same name will be
-            used in the container, for the secret name and for the host variable.
-        default (str): The default value to use if the host variable is not set. Defaults to "".
-
-    Returns:
-        Callable[[Container], Container]: A function that can be used in a `Container.with_()` method.
-    """
-
-    def _secret_host_variable(container: Container) -> Container:
-        return container.with_secret_variable(name, get_secret_host_variable(client, name, default))
-
-    return _secret_host_variable
-
-
-def get_secret_host_variable(client: Client, name: str, default: str = "") -> Secret:
-    """Creates a dagger.Secret from a host environment variable.
-
-    Args:
-        client (Client): The dagger client.
-        name (str): The name of the environment variable. The same name will be used for the secret.
-        default (str): The default value to use if the host variable is not set. Defaults to "".
-
-    Returns:
-        Secret: A dagger secret.
-    """
-    return client.set_secret(name, os.environ.get(name, default))
-
-
-# This utils will probably be redundant once https://github.com/dagger/dagger/issues/3764 is implemented
-async def get_file_contents(container: Container, path: str) -> Optional[str]:
-    """Retrieve a container file contents.
-
-    Args:
-        container (Container): The container hosting the file you want to read.
-        path (str): Path, in the container, to the file you want to read.
-
-    Returns:
-        Optional[str]: The file content if the file exists in the container, None otherwise.
-    """
-    dir_name, file_name = os.path.split(path)
-    if file_name not in set(await container.directory(dir_name).entries()):
-        return None
-    return await container.file(path).contents()
-
-
-@contextlib.contextmanager
-def catch_exec_error_group() -> Generator:
-    try:
-        yield
-    except ExceptionGroup as eg:
-        for e in eg.exceptions:
-            if isinstance(e, ExecError):
-                raise e
-        raise
-
-
-async def get_container_output(container: Container) -> Tuple[str, str]:
-    """Retrieve both stdout and stderr of a container, concurrently.
-
-    Args:
-        container (Container): The container to execute.
-
-    Returns:
-        Tuple[str, str]: The stdout and stderr of the container, respectively.
-    """
-    with catch_exec_error_group():
-        async with asyncer.create_task_group() as task_group:
-            soon_stdout = task_group.soonify(container.stdout)()
-            soon_stderr = task_group.soonify(container.stderr)()
-    return soon_stdout.value, soon_stderr.value
-
-
-async def get_exec_result(container: Container) -> Tuple[int, str, str]:
-    """Retrieve the exit_code along with stdout and stderr of a container by handling the ExecError.
-
-    Note: It is preferrable to not worry about the exit code value and just capture
-    ExecError to handle errors. This is offered as a convenience when the exit code
-    value is actually needed.
-
-    If the container has a file at /exit_code, the exit code will be read from it.
-    See hacks.never_fail_exec for more details.
-
-    Args:
-        container (Container): The container to execute.
-
-    Returns:
-        Tuple[int, str, str]: The exit_code, stdout and stderr of the container, respectively.
-    """
-    try:
-        exit_code = 0
-        in_file_exit_code = await get_file_contents(container, "/exit_code")
-        if in_file_exit_code:
-            exit_code = int(in_file_exit_code)
-        return exit_code, *(await get_container_output(container))
-    except ExecError as e:
-        return e.exit_code, e.stdout, e.stderr
-
-
-async def with_exit_code(container: Container) -> int:
-    """Read the container exit code.
-
-    Args:
-        container (Container): The container from which you want to read the exit code.
-
-    Returns:
-        int: The exit code.
-    """
-    try:
-        await container
-    except ExecError as e:
-        return e.exit_code
-    return 0
-
-
-async def with_stderr(container: Container) -> str:
-    """Retrieve the stderr of a container even on execution error."""
-    try:
-        return await container.stderr()
-    except ExecError as e:
-        return e.stderr
-
-
-async def with_stdout(container: Container) -> str:
-    """Retrieve the stdout of a container even on execution error."""
-    try:
-        return await container.stdout()
-    except ExecError as e:
-        return e.stdout
-
-
-def get_current_epoch_time() -> int:  # noqa D103
-    return round(datetime.datetime.utcnow().timestamp())
-
-
-def slugify(value: object, allow_unicode: bool = False) -> str:
-    """
-    Taken from https://github.com/django/django/blob/master/django/utils/text.py.
-
-    Convert to ASCII if 'allow_unicode' is False. Convert spaces or repeated
-    dashes to single dashes. Remove characters that aren't alphanumerics,
-    underscores, or hyphens. Convert to lowercase. Also strip leading and
-    trailing whitespace, dashes, and underscores.
-    """
-    value = str(value)
-    if allow_unicode:
-        value = unicodedata.normalize("NFKC", value)
-    else:
-        value = unicodedata.normalize("NFKD", value).encode("ascii", "ignore").decode("ascii")
-    value = re.sub(r"[^\w\s-]", "", value.lower())
-    return re.sub(r"[-\s]+", "-", value).strip("-_")
-
-
-def key_value_text_to_dict(text: str) -> dict:
-    kv = {}
-    for line in text.split("\n"):
-        if "=" in line:
-            try:
-                k, v = line.split("=")
-            except ValueError:
-                continue
-            kv[k] = v
-    return kv
-
-
-async def key_value_file_to_dict(file: File) -> dict:
-    return key_value_text_to_dict(await file.contents())
-
-
-async def get_dockerfile_labels(dockerfile: File) -> dict:
-    return {k.replace("LABEL ", ""): v for k, v in (await key_value_file_to_dict(dockerfile)).items() if k.startswith("LABEL")}
-
-
-async def get_version_from_dockerfile(dockerfile: File) -> str:
-    dockerfile_labels = await get_dockerfile_labels(dockerfile)
-    try:
-        return dockerfile_labels["io.airbyte.version"]
-    except KeyError:
-        raise Exception("Could not get the version from the Dockerfile labels.")
-
-
-def create_and_open_file(file_path: Path) -> TextIOWrapper:
-    """Create a file and open it for writing.
-
-    Args:
-        file_path (Path): The path to the file to create.
-
-    Returns:
-        File: The file object.
-    """
-    file_path.parent.mkdir(parents=True, exist_ok=True)
-    file_path.touch()
-    return file_path.open("w")
-
-
-async def execute_concurrently(steps: List[Callable], concurrency: int = 5) -> List[Any]:
-    tasks = []
-    # Asyncer does not have builtin semaphore, so control concurrency via chunks of steps
-    # Anyio has semaphores but does not have the soonify method which allow access to results via the value task attribute.
-    for chunk in chunked(steps, concurrency):
-        async with asyncer.create_task_group() as task_group:
-            tasks += [task_group.soonify(step)() for step in chunk]
-    return [task.value for task in tasks]
-
-
-async def export_container_to_tarball(
-    context: ConnectorContext, container: Container, platform: Platform, tar_file_name: Optional[str] = None
-) -> Tuple[Optional[File], Optional[Path]]:
-    """Save the container image to the host filesystem as a tar archive.
-
-    Exports a container to a tarball file.
-    The tarball file is saved to the host filesystem in the directory specified by the host_image_export_dir_path attribute of the context.
-
-    Args:
-        context (ConnectorContext): The current connector context.
-        container (Container) : The list of container variants to export.
-        platform (Platform): The platform of the container to export.
-        tar_file_name (Optional[str], optional): The name of the tar archive file. Defaults to None.
-
-    Returns:
-        Tuple[Optional[File], Optional[Path]]: A tuple with the file object holding the tar archive on the host and its path.
-    """
-    tar_file_name = (
-        f"{slugify(context.connector.technical_name)}_{context.git_revision}_{platform.replace('/', '_')}.tar"
-        if tar_file_name is None
-        else tar_file_name
-    )
-    local_path = Path(f"{context.host_image_export_dir_path}/{tar_file_name}")
-    export_success = await container.export(str(local_path), forced_compression=ImageLayerCompression.Gzip)
-    if export_success:
-        return context.dagger_client.host().file(str(local_path)), local_path
-    return None, None
-
-
-def format_duration(time_delta: datetime.timedelta) -> str:
-    total_seconds = time_delta.total_seconds()
-    if total_seconds < 60:
-        return "{:.2f}s".format(total_seconds)
-    minutes = int(total_seconds // 60)
-    seconds = int(total_seconds % 60)
-    return "{:02d}mn{:02d}s".format(minutes, seconds)
-
-
-def sh_dash_c(lines: List[str]) -> List[str]:
-    """Wrap sequence of commands in shell for safe usage of dagger Container's with_exec method."""
-    return ["sh", "-c", " && ".join(["set -o xtrace"] + lines)]
-
-
-def transform_strs_to_paths(str_paths: Set[str]) -> List[Path]:
-    """Transform a list of string paths to an ordered list of Path objects.
-
-    Args:
-        str_paths (Set[str]): A set of string paths.
-
-    Returns:
-        List[Path]: A list of Path objects.
-    """
-    return sorted([Path(str_path) for str_path in str_paths])
-
-
-def fail_if_missing_docker_hub_creds(ctx: click.Context) -> None:
-    if ctx.obj["docker_hub_username"] is None or ctx.obj["docker_hub_password"] is None:
-        raise click.UsageError(
-            "You need to be logged to DockerHub registry to run this command. Please set DOCKER_HUB_USERNAME and DOCKER_HUB_PASSWORD environment variables."
-        )
-
-
-def java_log_scrub_pattern(secrets_to_mask: List[str]) -> str:
-    """Transforms a list of secrets into a LOG_SCRUB_PATTERN env var value for our log4j test configuration."""
-    # Build a regex pattern that matches any of the secrets to mask.
-    regex_pattern = "|".join(map(re.escape, secrets_to_mask))
-    # Now, make this string safe to consume by the log4j configuration.
-    # Its parser is XML-based so the pattern needs to be escaped again, and carefully.
-    return xml.sax.saxutils.escape(
-        regex_pattern,
-        # Annoyingly, the log4j properties file parser is quite brittle when it comes to
-        # handling log message patterns. In our case the env var is injected like this:
-        #
-        #     ${env:LOG_SCRUB_PATTERN:-defaultvalue}
-        #
-        # We must avoid confusing the parser with curly braces or colons otherwise the
-        # printed log messages will just consist of `%replace`.
-        {
-            "\t": "&#9;",
-            "'": "&apos;",
-            '"': "&quot;",
-            "{": "&#123;",
-            "}": "&#125;",
-            ":": "&#58;",
-        },
-    )
-
-
-def dagger_directory_as_zip_file(dagger_client: Client, directory: Directory, directory_name: str) -> File:
-    """Compress a directory and return a File object representing the zip file.
-
-    Args:
-        dagger_client (Client): The dagger client.
-        directory (Path): The directory to compress.
-        directory_name (str): The name of the directory.
-
-    Returns:
-        File: The File object representing the zip file.
-    """
-    return (
-        dagger_client.container()
-        .from_("alpine:3.19.1")
-        .with_exec(sh_dash_c(["apk update", "apk add zip"]))
-        .with_mounted_directory(f"/{directory_name}", directory)
-        .with_exec(["zip", "-r", "/zipped.zip", f"/{directory_name}"])
-        .file("/zipped.zip")
-    )
-
-
-async def raise_if_not_user(container: Container, expected_user: str) -> None:
-    """Raise an error if the container is not running as the specified user.
-
-    Args:
-        container (Container): The container to check.
-        expected_user (str): The expected user.
-    """
-    actual_user = (await container.with_exec(["whoami"]).stdout()).strip()
-
-    assert (
-        actual_user == expected_user
-    ), f"Container is not running as the expected user '{expected_user}', it is running as '{actual_user}'."
-
-
-def deprecated(reason: str) -> Callable:
-    def decorator(func: Callable) -> Callable:
-        @functools.wraps(func)
-        def wrapper(*args: Any, **kwargs: Any) -> Any:
-            warnings.warn(f"{func.__name__} is deprecated: {reason}", DeprecationWarning, stacklevel=2)
-            return func(*args, **kwargs)
-
-        return wrapper
-
-    return decorator
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/models/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/artifacts.py b/airbyte-ci/connectors/pipelines/pipelines/models/artifacts.py
deleted file mode 100644
index 295faf9acbcb..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/artifacts.py
+++ /dev/null
@@ -1,49 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from dataclasses import dataclass
-from pathlib import Path
-from typing import Optional
-
-import dagger
-
-from pipelines.consts import GCS_PUBLIC_DOMAIN
-from pipelines.dagger.actions import remote_storage
-from pipelines.models.secrets import Secret
-
-
-@dataclass(kw_only=True)
-class Artifact:
-    """A dataclass to represent an artifact produced by a pipeline execution."""
-
-    name: str
-    content_type: str
-    content: dagger.File
-    to_upload: bool = True
-    local_path: Optional[Path] = None
-    gcs_url: Optional[str] = None
-
-    async def save_to_local_path(self, path: Path) -> Path:
-        exported = await self.content.export(str(path))
-        if exported:
-            self.local_path = path
-            return path
-        else:
-            raise Exception(f"Failed to save artifact {self.name} to local path {path}")
-
-    async def upload_to_gcs(self, dagger_client: dagger.Client, bucket: str, key: str, gcs_credentials: Secret) -> str:
-        gcs_cp_flags = [f'--content-disposition=filename="{self.name}"']
-        if self.content_type is not None:
-            gcs_cp_flags = gcs_cp_flags + [f"--content-type={self.content_type}"]
-
-        report_upload_exit_code, _, _ = await remote_storage.upload_to_gcs(
-            dagger_client=dagger_client,
-            file_to_upload=self.content,
-            key=key,
-            bucket=bucket,
-            gcs_credentials=gcs_credentials,
-            flags=gcs_cp_flags,
-        )
-        if report_upload_exit_code != 0:
-            raise Exception(f"Failed to upload artifact {self.name} to GCS. Exit code: {report_upload_exit_code}.")
-        self.gcs_url = f"{GCS_PUBLIC_DOMAIN}/{bucket}/{key}"
-        return f"{GCS_PUBLIC_DOMAIN}/{bucket}/{key}"
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/ci_requirements.py b/airbyte-ci/connectors/pipelines/pipelines/models/ci_requirements.py
deleted file mode 100644
index 8da589d2fffa..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/ci_requirements.py
+++ /dev/null
@@ -1,27 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import json
-from dataclasses import dataclass
-from importlib import metadata
-
-
-@dataclass
-class CIRequirements:
-    """
-    A dataclass to store the CI requirements.
-    It used to make airbyte-ci client define the CI runners it will run on.
-    """
-
-    dagger_version = metadata.version("dagger-io")
-
-    @property
-    def dagger_engine_image(self) -> str:
-        return f"registry.dagger.io/engine:v{self.dagger_version}"
-
-    def to_json(self) -> str:
-        return json.dumps(
-            {
-                "dagger_version": self.dagger_version,
-                "dagger_engine_image": self.dagger_engine_image,
-            }
-        )
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/__init__.py b/airbyte-ci/connectors/pipelines/pipelines/models/contexts/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/click_pipeline_context.py b/airbyte-ci/connectors/pipelines/pipelines/models/contexts/click_pipeline_context.py
deleted file mode 100644
index 471b5840addb..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/click_pipeline_context.py
+++ /dev/null
@@ -1,122 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import io
-import sys
-import tempfile
-from pathlib import Path
-from typing import Any, Callable, Dict, Optional, TextIO, Tuple
-
-import anyio
-import dagger
-from asyncclick import Context, get_current_context
-from pydantic import BaseModel, Field, PrivateAttr
-
-from pipelines import main_logger
-from pipelines.cli.click_decorators import LazyPassDecorator
-
-from ..singleton import Singleton
-
-
-class ClickPipelineContext(BaseModel, Singleton):
-    """
-    A replacement class for the Click context object passed to click functions.
-
-    This class is meant to serve as a singleton object that initializes and holds onto a single instance of the
-    Dagger client, which is used to create containers for running pipelines.
-    """
-
-    dockerd_service: Optional[dagger.Container] = Field(default=None)
-    _dagger_client: Optional[dagger.Client] = PrivateAttr(default=None)
-    _click_context: Callable[[], Context] = PrivateAttr(default_factory=lambda: get_current_context)
-    _og_click_context: Context = PrivateAttr(default=None)
-
-    @property
-    def params(self) -> Dict[str, Any]:
-        """
-        Returns a combination of the click context object and the click context params.
-
-        This means that any arguments or options defined in the parent command will be available to the child command.
-        """
-        ctx = self._click_context()
-        click_obj = ctx.obj
-        click_params = ctx.params
-        command_name = ctx.command.name
-
-        # Error if click_obj and click_params have the same key, and not the same value
-        intersection = set(click_obj.keys()) & set(click_params.keys())
-        if intersection:
-            for key in intersection:
-                if click_obj[key] != click_params[key]:
-                    raise ValueError(
-                        f"Your command '{command_name}' has defined options/arguments with the same key as its parent, but with different values: {intersection}"
-                    )
-
-        return {**click_obj, **click_params}
-
-    class Config:
-        arbitrary_types_allowed = True
-
-    def __init__(self, **data: dict[str, Any]) -> None:
-        """
-        Initialize the ClickPipelineContext instance.
-
-        This method checks the _initialized flag for the ClickPipelineContext class in the Singleton base class.
-        If the flag is False, the initialization logic is executed and the flag is set to True.
-        If the flag is True, the initialization logic is skipped.
-
-        This ensures that the initialization logic is only executed once, even if the ClickPipelineContext instance is retrieved multiple times.
-        This can be useful if the initialization logic is expensive (e.g., it involves network requests or database queries).
-        """
-        if not Singleton._initialized[ClickPipelineContext]:
-            super().__init__(**data)
-            Singleton._initialized[ClickPipelineContext] = True
-
-            """
-            Note: Its important to hold onto the original click context object, as it is used to hold onto the Dagger client.
-            """
-            self._og_click_context = self._click_context()
-
-    _dagger_client_lock: anyio.Lock = PrivateAttr(default_factory=anyio.Lock)
-
-    async def get_dagger_client(self) -> dagger.Client:
-        """
-        Get (or initialize) the Dagger Client instance.
-        """
-        if not self._dagger_client:
-            async with self._dagger_client_lock:
-                if not self._dagger_client:
-                    connection = dagger.Connection(dagger.Config(log_output=self.get_log_output()))
-                    """
-                    Sets up the '_dagger_client' attribute, intended for single-threaded use within connectors.
-
-                    Caution:
-                        Avoid using this client across multiple thread pools, as it can lead to errors.
-                        Cross-thread pool calls are generally considered an anti-pattern.
-                    """
-                    self._dagger_client = await self._og_click_context.with_async_resource(connection)
-
-        assert self._dagger_client, "Error initializing Dagger client"
-        return self._dagger_client
-
-    def get_log_output(self) -> TextIO:
-        # This `show_dagger_logs` flag is likely going to be removed in the future.
-        # See https://github.com/airbytehq/airbyte/issues/33487
-        if self.params.get("show_dagger_logs", False):
-            return sys.stdout
-        else:
-            log_output, self._click_context().obj["dagger_logs_path"] = self._create_dagger_client_log_file()
-            return log_output
-
-    def _create_dagger_client_log_file(self) -> Tuple[TextIO, Path]:
-        """
-        Create the dagger client log file.
-        """
-        dagger_logs_file_descriptor, dagger_logs_temp_file_path = tempfile.mkstemp(dir="/tmp", prefix="dagger_client_", suffix=".log")
-        main_logger.info(f"Dagger client logs stored in {dagger_logs_temp_file_path}")
-        return io.TextIOWrapper(io.FileIO(dagger_logs_file_descriptor, "w+")), Path(dagger_logs_temp_file_path)
-
-
-# Create @pass_pipeline_context decorator for use in click commands
-pass_pipeline_context: LazyPassDecorator = LazyPassDecorator(ClickPipelineContext)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/pipeline_context.py b/airbyte-ci/connectors/pipelines/pipelines/models/contexts/pipeline_context.py
deleted file mode 100644
index 8b816c31334e..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/pipeline_context.py
+++ /dev/null
@@ -1,351 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""Module declaring context related classes."""
-
-from __future__ import annotations
-
-import logging
-import os
-from datetime import datetime
-from functools import lru_cache
-from glob import glob
-from types import TracebackType
-from typing import TYPE_CHECKING, Dict
-
-from asyncer import asyncify
-from dagger import Client, Directory, File, GitRepository, Service
-from dagger import Secret as DaggerSecret
-from github import PullRequest
-
-from pipelines.airbyte_ci.connectors.reports import ConnectorReport
-from pipelines.consts import MANUAL_PIPELINE_STATUS_CHECK_OVERRIDE_PREFIXES, CIContext, ContextState
-from pipelines.helpers.execution.run_steps import RunStepOptions
-from pipelines.helpers.github import AIRBYTE_GITHUB_REPO_URL, update_commit_status_check
-from pipelines.helpers.slack import send_message_to_webhook
-from pipelines.helpers.utils import java_log_scrub_pattern
-from pipelines.models.reports import Report
-from pipelines.models.secrets import Secret, SecretStore
-
-if TYPE_CHECKING:
-    from typing import List, Optional
-
-
-class PipelineContext:
-    """The pipeline context is used to store configuration for a specific pipeline run."""
-
-    _dagger_client: Optional[Client]
-    _report: Optional[Report | ConnectorReport]
-    dockerd_service: Optional[Service]
-    started_at: Optional[datetime]
-    stopped_at: Optional[datetime]
-
-    secrets_to_mask: List[str]
-
-    PRODUCTION = bool(os.environ.get("PRODUCTION", False))  # Set this to True to enable production mode (e.g. to send PR comments)
-
-    @lru_cache
-    def get_default_excluded_files(self) -> list[str]:
-        return (
-            [".git", "airbyte-ci/connectors/pipelines/*"]
-            + glob("**/build", recursive=True)
-            + glob("**/.venv", recursive=True)
-            + glob("**/secrets", recursive=True)
-            + glob("**/__pycache__", recursive=True)
-            + glob("**/*.egg-info", recursive=True)
-            + glob("**/.vscode", recursive=True)
-            + glob("**/.pytest_cache", recursive=True)
-            + glob("**/.eggs", recursive=True)
-            + glob("**/.mypy_cache", recursive=True)
-            + glob("**/.DS_Store", recursive=True)
-            + glob("**/airbyte_ci_logs", recursive=True)
-            + glob("**/.gradle", recursive=True)
-        )
-
-    def __init__(
-        self,
-        pipeline_name: str,
-        is_local: bool,
-        git_branch: str,
-        git_revision: str,
-        diffed_branch: str,
-        git_repo_url: str,
-        report_output_prefix: str,
-        gha_workflow_run_url: Optional[str] = None,
-        dagger_logs_url: Optional[str] = None,
-        pipeline_start_timestamp: Optional[int] = None,
-        ci_context: Optional[str] = None,
-        is_ci_optional: bool = False,
-        slack_webhook: Optional[str] = None,
-        pull_request: Optional[PullRequest.PullRequest] = None,
-        ci_report_bucket: Optional[str] = None,
-        ci_gcp_credentials: Optional[Secret] = None,
-        ci_git_user: Optional[str] = None,
-        ci_github_access_token: Optional[Secret] = None,
-        run_step_options: RunStepOptions = RunStepOptions(),
-        enable_report_auto_open: bool = True,
-        secret_stores: Dict[str, SecretStore] | None = None,
-    ) -> None:
-        """Initialize a pipeline context.
-
-        Args:
-            pipeline_name (str): The pipeline name.
-            is_local (bool): Whether the context is for a local run or a CI run.
-            git_branch (str): The current git branch name.
-            git_revision (str): The current git revision, commit hash.
-            diffed_branch (str): The branch to diff against.
-            git_repo_url (str): The git repository URL.
-            report_output_prefix (str): The prefix to use for the report output.
-            gha_workflow_run_url (Optional[str], optional): URL to the github action workflow run. Only valid for CI run. Defaults to None.
-            dagger_logs_url (Optional[str], optional): URL to the dagger logs. Only valid for CI run. Defaults to None.
-            pipeline_start_timestamp (Optional[int], optional): Timestamp at which the pipeline started. Defaults to None.
-            ci_context (Optional[str], optional): Pull requests, workflow dispatch or nightly build. Defaults to None.
-            is_ci_optional (bool, optional): Whether the CI is optional. Defaults to False.
-            slack_webhook (Optional[str], optional): Slack webhook to send messages to. Defaults to None.
-            pull_request (PullRequest, optional): The pull request object if the pipeline was triggered by a pull request. Defaults to None.
-        """
-        self.pipeline_name = pipeline_name
-        self.is_local = is_local
-        self.git_branch = git_branch
-        self.git_revision = git_revision
-        self.diffed_branch = diffed_branch
-        self.git_repo_url = git_repo_url
-        self.report_output_prefix = report_output_prefix
-        self.gha_workflow_run_url = gha_workflow_run_url
-        self.dagger_logs_url = dagger_logs_url
-        self.pipeline_start_timestamp = pipeline_start_timestamp
-        self.created_at = datetime.utcnow()
-        self.ci_context = ci_context
-        self.state = ContextState.INITIALIZED
-        self.is_ci_optional = is_ci_optional
-        self.slack_webhook = slack_webhook
-        self.pull_request = pull_request
-        self.logger = logging.getLogger(self.pipeline_name)
-        self._dagger_client = None
-        self._report = None
-        self.dockerd_service = None
-        self.ci_gcp_credentials = ci_gcp_credentials
-        self.ci_report_bucket = ci_report_bucket
-        self.ci_git_user = ci_git_user
-        self.ci_github_access_token = ci_github_access_token
-        self.started_at = None
-        self.stopped_at = None
-        self.secrets_to_mask = []
-        self.run_step_options = run_step_options
-        self.enable_report_auto_open = enable_report_auto_open
-        self.secret_stores = secret_stores if secret_stores else {}
-        update_commit_status_check(**self.github_commit_status)
-
-    @property
-    def dagger_client(self) -> Client:
-        assert self._dagger_client is not None, "The dagger client was not set on this PipelineContext"
-        return self._dagger_client
-
-    @dagger_client.setter
-    def dagger_client(self, dagger_client: Client) -> None:
-        self._dagger_client = dagger_client
-
-    @property
-    def is_ci(self) -> bool:
-        return self.is_local is False
-
-    @property
-    def is_pr(self) -> bool:
-        return self.ci_context == CIContext.PULL_REQUEST
-
-    @property
-    def repo(self) -> GitRepository:
-        return self.dagger_client.git(AIRBYTE_GITHUB_REPO_URL, keep_git_dir=True)
-
-    @property
-    def report(self) -> Report | ConnectorReport | None:
-        return self._report
-
-    @report.setter
-    def report(self, report: Report | ConnectorReport) -> None:
-        self._report = report
-
-    @property
-    def java_log_scrub_pattern_secret(self) -> Optional[DaggerSecret]:
-        if not self.secrets_to_mask:
-            return None
-        return self.dagger_client.set_secret("log_scrub_pattern", java_log_scrub_pattern(self.secrets_to_mask))
-
-    @property
-    def github_commit_status(self) -> dict:
-        """Build a dictionary used as kwargs to the update_commit_status_check function."""
-        target_url: Optional[str] = self.gha_workflow_run_url
-
-        if (
-            self.remote_storage_enabled
-            and self.state not in [ContextState.RUNNING, ContextState.INITIALIZED]
-            and isinstance(self.report, ConnectorReport)
-        ):
-            target_url = self.report.html_report_url
-
-        return {
-            "sha": self.git_revision,
-            "state": self.state.value["github_state"],
-            "target_url": target_url,
-            "description": self.state.value["description"],
-            "context": self.pipeline_name,
-            "should_send": self._should_send_status_check(),
-            "logger": self.logger,
-            "is_optional": self.is_ci_optional,
-        }
-
-    @property
-    def should_send_slack_message(self) -> bool:
-        return self.slack_webhook is not None
-
-    @property
-    def has_dagger_cloud_token(self) -> bool:
-        return "_EXPERIMENTAL_DAGGER_CLOUD_TOKEN" in os.environ
-
-    @property
-    def dagger_cloud_url(self) -> Optional[str]:
-        """Gets the link to the Dagger Cloud runs page for the current commit."""
-        if self.is_local or not self.has_dagger_cloud_token:
-            return None
-
-        return f"https://alpha.dagger.cloud/changeByPipelines?filter=dagger.io/git.ref:{self.git_revision}"
-
-    @property
-    def remote_storage_enabled(self) -> bool:
-        return bool(self.ci_report_bucket) and bool(self.ci_gcp_credentials)
-
-    def _should_send_status_check(self) -> bool:
-        should_send = self.is_pr or any(
-            self.pipeline_name.startswith(override) for override in MANUAL_PIPELINE_STATUS_CHECK_OVERRIDE_PREFIXES
-        )
-        self.logger.info(f"Should send status check: {should_send}")
-        return should_send
-
-    def get_repo_file(self, file_path: str) -> File:
-        """Get a file from the current repository.
-
-        The file is extracted from the host file system.
-
-        Args:
-            file_path (str): Path to the file to get.
-
-        Returns:
-            Path: The selected repo file.
-        """
-        return self.dagger_client.host().file(file_path)
-
-    def get_repo_dir(self, subdir: str = ".", exclude: Optional[List[str]] = None, include: Optional[List[str]] = None) -> Directory:
-        """Get a directory from the current repository.
-
-        The directory is extracted from the host file system.
-        A couple of files or directories that could corrupt builds are exclude by default (check DEFAULT_EXCLUDED_FILES).
-
-        Args:
-            subdir (str, optional): Path to the subdirectory to get. Defaults to "." to get the full repository.
-            exclude ([List[str], optional): List of files or directories to exclude from the directory. Defaults to None.
-            include ([List[str], optional): List of files or directories to include in the directory. Defaults to None.
-
-        Returns:
-            Directory: The selected repo directory.
-        """
-
-        if exclude is None:
-            exclude = self.get_default_excluded_files()
-        else:
-            exclude += self.get_default_excluded_files()
-            exclude = list(set(exclude))
-        exclude.sort()  # sort to make sure the order is always the same to not burst the cache. Casting exclude to set can change the order
-        if subdir != ".":
-            subdir = f"{subdir}/" if not subdir.endswith("/") else subdir
-            exclude = [f.replace(subdir, "") for f in exclude if subdir in f]
-        return self.dagger_client.host().directory(subdir, exclude=exclude, include=include)
-
-    def create_slack_message(self) -> str:
-        raise NotImplementedError()
-
-    def get_slack_channels(self) -> List[str]:
-        raise NotImplementedError()
-
-    async def __aenter__(self) -> PipelineContext:
-        """Perform setup operation for the PipelineContext.
-
-        Updates the current commit status on Github.
-
-        Raises:
-            Exception: An error is raised when the context was not initialized with a Dagger client
-        Returns:
-            PipelineContext: A running instance of the PipelineContext.
-        """
-        if self.dagger_client is None:
-            raise Exception("A Pipeline can't be entered with an undefined dagger_client")
-        self.state = ContextState.RUNNING
-        self.started_at = datetime.utcnow()
-        self.logger.info("Caching the latest CDK version...")
-        await asyncify(update_commit_status_check)(**self.github_commit_status)
-        if self.should_send_slack_message:
-            # Using a type ignore here because the should_send_slack_message property is checking for non nullity of the slack_webhook
-            await asyncify(send_message_to_webhook)(self.create_slack_message(), self.get_slack_channels(), self.slack_webhook)  # type: ignore
-        return self
-
-    @staticmethod
-    def determine_final_state(report: Optional[Report], exception_value: Optional[BaseException]) -> ContextState:
-        """Determine the final state of the context from the report or the exception value.
-
-        Args:
-            report (Optional[Report]): The pipeline report if any.
-            exception_value (Optional[BaseException]): The exception value if an exception was raised in the context execution, None otherwise.
-        Returns:
-            ContextState: The final state of the context.
-        """
-        if exception_value is not None or report is None:
-            return ContextState.ERROR
-        if report is not None and report.considered_failed_steps:
-            return ContextState.FAILURE
-        if report is not None and report.success:
-            return ContextState.SUCCESSFUL
-        raise Exception(
-            f"The final state of the context could not be determined for the report and exception value provided. Report: {report}, Exception: {exception_value}"
-        )
-
-    async def __aexit__(
-        self, exception_type: Optional[type[BaseException]], exception_value: Optional[BaseException], traceback: Optional[TracebackType]
-    ) -> bool:
-        """Perform teardown operation for the PipelineContext.
-
-        On the context exit the following operations will happen:
-            - Log the error value if an error was handled.
-            - Log the test report.
-            - Update the commit status check on GitHub if running in a CI environment.
-
-        It should gracefully handle all the execution errors that happened and always upload a test report and update commit status check.
-
-        Args:
-            exception_type (Optional[type[BaseException]]): The exception type if an exception was raised in the context execution, None otherwise.
-            exception_value (Optional[BaseException]): The exception value if an exception was raised in the context execution, None otherwise.
-            traceback (Optional[TracebackType]): The traceback if an exception was raised in the context execution, None otherwise.
-        Returns:
-            bool: Whether the teardown operation ran successfully.
-        """
-        if exception_value:
-            self.logger.error("An error was handled by the Pipeline", exc_info=True)
-
-        if self.report is None:
-            self.logger.error("No test report was provided. This is probably due to an upstream error")
-            self.report = Report(self, steps_results=[])
-
-        self.state = self.determine_final_state(self.report, exception_value)
-        self.stopped_at = datetime.utcnow()
-
-        self.report.print()
-
-        await asyncify(update_commit_status_check)(**self.github_commit_status)
-        if self.should_send_slack_message:
-            # Using a type ignore here because the should_send_slack_message property is checking for non nullity of the slack_webhook
-            await asyncify(send_message_to_webhook)(
-                self.create_slack_message(),
-                self.get_slack_channels(),
-                self.slack_webhook,  # type: ignore
-            )
-        # supress the exception if it was handled
-        return True
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/python_registry_publish.py b/airbyte-ci/connectors/pipelines/pipelines/models/contexts/python_registry_publish.py
deleted file mode 100644
index 9e8a75371b13..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/contexts/python_registry_publish.py
+++ /dev/null
@@ -1,116 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from dataclasses import dataclass
-from datetime import datetime
-from typing import Optional, Type
-
-from pipelines.airbyte_ci.connectors.context import PipelineContext
-from pipelines.airbyte_ci.connectors.publish.context import PublishConnectorContext
-from pipelines.consts import DEFAULT_PYTHON_PACKAGE_REGISTRY_URL
-from pipelines.models.secrets import Secret
-
-
-@dataclass
-class PythonPackageMetadata:
-    name: Optional[str]
-    version: Optional[str]
-
-
-class PythonRegistryPublishContext(PipelineContext):
-    def __init__(
-        self,
-        python_registry_token: Secret,
-        registry_check_url: str,
-        package_path: str,
-        report_output_prefix: str,
-        is_local: bool,
-        git_branch: str,
-        git_revision: str,
-        diffed_branch: str,
-        git_repo_url: str,
-        ci_report_bucket: Optional[str] = None,
-        registry: str = DEFAULT_PYTHON_PACKAGE_REGISTRY_URL,
-        gha_workflow_run_url: Optional[str] = None,
-        dagger_logs_url: Optional[str] = None,
-        pipeline_start_timestamp: Optional[int] = None,
-        ci_context: Optional[str] = None,
-        ci_gcp_credentials: Optional[Secret] = None,
-        package_name: Optional[str] = None,
-        version: Optional[str] = None,
-    ) -> None:
-        self.python_registry_token = python_registry_token
-        self.registry = registry
-        self.registry_check_url = registry_check_url
-        self.package_path = package_path
-        self.package_metadata = PythonPackageMetadata(package_name, version)
-
-        pipeline_name = f"Publish PyPI {package_path}"
-
-        super().__init__(
-            pipeline_name=pipeline_name,
-            report_output_prefix=report_output_prefix,
-            ci_report_bucket=ci_report_bucket,
-            is_local=is_local,
-            git_branch=git_branch,
-            git_revision=git_revision,
-            diffed_branch=diffed_branch,
-            git_repo_url=git_repo_url,
-            gha_workflow_run_url=gha_workflow_run_url,
-            dagger_logs_url=dagger_logs_url,
-            pipeline_start_timestamp=pipeline_start_timestamp,
-            ci_context=ci_context,
-            ci_gcp_credentials=ci_gcp_credentials,
-        )
-
-    @classmethod
-    async def from_publish_connector_context(
-        cls: Type["PythonRegistryPublishContext"], connector_context: PublishConnectorContext
-    ) -> Optional["PythonRegistryPublishContext"]:
-        """
-        Create a PythonRegistryPublishContext from a ConnectorContext.
-
-        The metadata of the connector is read from the current workdir to capture changes that are not yet published.
-        If pypi is not enabled, this will return None.
-        """
-
-        current_metadata = connector_context.connector.metadata
-        connector_context.logger.info(f"Current metadata: {str(current_metadata)}")
-        if (
-            "remoteRegistries" not in current_metadata
-            or "pypi" not in current_metadata["remoteRegistries"]
-            or not current_metadata["remoteRegistries"]["pypi"]["enabled"]
-        ):
-            return None
-
-        version = current_metadata["dockerImageTag"]
-        if connector_context.pre_release:
-            # use current date as pre-release version
-            # we can't use the git revision because not all python registries allow local version identifiers. Public version identifiers must conform to PEP 440 and only allow digits.
-            release_candidate_tag = datetime.now().strftime("%Y%m%d%H%M")
-            version = f"{version}.dev{release_candidate_tag}"
-
-        assert connector_context.python_registry_token is not None, "The connector context must have python_registry_token Secret attribute"
-        pypi_context = cls(
-            python_registry_token=connector_context.python_registry_token,
-            registry=str(connector_context.python_registry_url),
-            registry_check_url=str(connector_context.python_registry_check_url),
-            package_path=str(connector_context.connector.code_directory),
-            package_name=current_metadata["remoteRegistries"]["pypi"]["packageName"],
-            version=version,
-            ci_report_bucket=connector_context.ci_report_bucket,
-            report_output_prefix=connector_context.report_output_prefix,
-            is_local=connector_context.is_local,
-            git_branch=connector_context.git_branch,
-            git_revision=connector_context.git_revision,
-            diffed_branch=connector_context.diffed_branch,
-            git_repo_url=connector_context.git_repo_url,
-            gha_workflow_run_url=connector_context.gha_workflow_run_url,
-            dagger_logs_url=connector_context.dagger_logs_url,
-            pipeline_start_timestamp=connector_context.pipeline_start_timestamp,
-            ci_context=connector_context.ci_context,
-            ci_gcp_credentials=connector_context.ci_gcp_credentials,
-        )
-        pypi_context.dagger_client = connector_context.dagger_client
-        return pypi_context
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/reports.py b/airbyte-ci/connectors/pipelines/pipelines/models/reports.py
deleted file mode 100644
index 408b5ecded6b..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/reports.py
+++ /dev/null
@@ -1,212 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-"""This module declare base / abstract models to be reused in a pipeline lifecycle."""
-
-from __future__ import annotations
-
-import json
-import time
-import typing
-from dataclasses import dataclass, field
-from datetime import datetime, timedelta
-from pathlib import Path
-from typing import List
-
-from connector_ops.utils import console  # type: ignore
-from rich.console import Group
-from rich.panel import Panel
-from rich.style import Style
-from rich.table import Table
-from rich.text import Text
-
-from pipelines.consts import LOCAL_REPORTS_PATH_ROOT
-from pipelines.helpers.utils import format_duration, slugify
-from pipelines.models.artifacts import Artifact
-from pipelines.models.steps import StepResult, StepStatus
-
-if typing.TYPE_CHECKING:
-    from rich.tree import RenderableType
-
-    from pipelines.models.contexts.pipeline_context import PipelineContext
-
-
-@dataclass(frozen=True)
-class Report:
-    """A dataclass to build reports to share pipelines executions results with the user."""
-
-    pipeline_context: PipelineContext
-    steps_results: List[StepResult]
-    created_at: datetime = field(default_factory=datetime.utcnow)
-    name: str = "REPORT"
-    filename: str = "output"
-
-    @property
-    def report_output_prefix(self) -> str:
-        return self.pipeline_context.report_output_prefix
-
-    @property
-    def report_dir_path(self) -> Path:
-        return Path(f"{LOCAL_REPORTS_PATH_ROOT}/{self.report_output_prefix}")
-
-    @property
-    def json_report_file_name(self) -> str:
-        return self.filename + ".json"
-
-    @property
-    def json_report_remote_storage_key(self) -> str:
-        return f"{self.report_output_prefix}/{self.json_report_file_name}"
-
-    @property
-    def failed_steps(self) -> List[StepResult]:
-        return [step_result for step_result in self.steps_results if step_result.status is StepStatus.FAILURE]
-
-    @property
-    def considered_failed_steps(self) -> List[StepResult]:
-        return [step_result for step_result in self.failed_steps if step_result.consider_in_overall_status]
-
-    @property
-    def successful_steps(self) -> List[StepResult]:
-        return [step_result for step_result in self.steps_results if step_result.status is StepStatus.SUCCESS]
-
-    @property
-    def skipped_steps(self) -> List[StepResult]:
-        return [step_result for step_result in self.steps_results if step_result.status is StepStatus.SKIPPED]
-
-    @property
-    def success(self) -> bool:
-        return len(self.considered_failed_steps) == 0 and (len(self.skipped_steps) > 0 or len(self.successful_steps) > 0)
-
-    @property
-    def run_duration(self) -> timedelta:
-        assert self.pipeline_context.started_at is not None, "The pipeline started_at timestamp must be set to save reports."
-        assert self.pipeline_context.stopped_at is not None, "The pipeline stopped_at timestamp must be set to save reports."
-        return self.pipeline_context.stopped_at - self.pipeline_context.started_at
-
-    @property
-    def lead_duration(self) -> timedelta:
-        assert self.pipeline_context.started_at is not None, "The pipeline started_at timestamp must be set to save reports."
-        assert self.pipeline_context.stopped_at is not None, "The pipeline stopped_at timestamp must be set to save reports."
-        return self.pipeline_context.stopped_at - self.pipeline_context.created_at
-
-    async def save(self) -> None:
-        self.report_dir_path.mkdir(parents=True, exist_ok=True)
-        await self.save_json_report()
-        await self.save_step_result_artifacts()
-
-    async def save_json_report(self) -> None:
-        """Save the report as JSON, upload it to GCS if the pipeline is running in CI"""
-
-        json_report_path = self.report_dir_path / self.json_report_file_name
-        report_dir = self.pipeline_context.dagger_client.host().directory(str(self.report_dir_path))
-        local_json_report_file = report_dir.with_new_file(self.json_report_file_name, self.to_json()).file(self.json_report_file_name)
-        json_report_artifact = Artifact(name="JSON Report", content_type="application/json", content=local_json_report_file)
-        await json_report_artifact.save_to_local_path(json_report_path)
-        absolute_path = json_report_path.absolute()
-        self.pipeline_context.logger.info(f"Report saved locally at {absolute_path}")
-        if self.pipeline_context.remote_storage_enabled:
-            gcs_url = await json_report_artifact.upload_to_gcs(
-                dagger_client=self.pipeline_context.dagger_client,
-                bucket=self.pipeline_context.ci_report_bucket,  # type: ignore
-                key=self.json_report_remote_storage_key,
-                gcs_credentials=self.pipeline_context.ci_gcp_credentials,  # type: ignore
-            )
-            self.pipeline_context.logger.info(f"JSON Report uploaded to {gcs_url}")
-        else:
-            self.pipeline_context.logger.info("JSON Report not uploaded to GCS because remote storage is disabled.")
-
-    async def save_step_result_artifacts(self) -> None:
-        local_artifacts_dir = self.report_dir_path / "artifacts"
-        local_artifacts_dir.mkdir(parents=True, exist_ok=True)
-        # TODO: concurrent save and upload
-        for step_result in self.steps_results:
-            for artifact in step_result.artifacts:
-                step_artifacts_dir = local_artifacts_dir / slugify(step_result.step.title)
-                step_artifacts_dir.mkdir(parents=True, exist_ok=True)
-                await artifact.save_to_local_path(step_artifacts_dir / artifact.name)
-                if self.pipeline_context.remote_storage_enabled:
-                    upload_time = int(time.time())
-                    gcs_url = await artifact.upload_to_gcs(
-                        dagger_client=self.pipeline_context.dagger_client,
-                        bucket=self.pipeline_context.ci_report_bucket,  # type: ignore
-                        key=f"{self.report_output_prefix}/artifacts/{slugify(step_result.step.title)}/{upload_time}_{artifact.name}",
-                        gcs_credentials=self.pipeline_context.ci_gcp_credentials,  # type: ignore
-                    )
-                    self.pipeline_context.logger.info(f"Artifact {artifact.name} for {step_result.step.title} uploaded to {gcs_url}")
-                else:
-                    self.pipeline_context.logger.info(
-                        f"Artifact {artifact.name} for {step_result.step.title} not uploaded to GCS because remote storage is disabled."
-                    )
-
-    def to_json(self) -> str:
-        """Create a JSON representation of the report.
-
-        Returns:
-            str: The JSON representation of the report.
-        """
-        assert self.pipeline_context.pipeline_start_timestamp is not None, "The pipeline start timestamp must be set to save reports."
-        assert self.pipeline_context.started_at is not None, "The pipeline started_at timestamp must be set to save reports."
-        assert self.pipeline_context.stopped_at is not None, "The pipeline stopped_at timestamp must be set to save reports."
-        return json.dumps(
-            {
-                "pipeline_name": self.pipeline_context.pipeline_name,
-                "run_timestamp": self.pipeline_context.started_at.isoformat(),
-                "run_duration": self.run_duration.total_seconds(),
-                "success": self.success,
-                "failed_steps": [s.step.__class__.__name__ for s in self.failed_steps],
-                "successful_steps": [s.step.__class__.__name__ for s in self.successful_steps],
-                "skipped_steps": [s.step.__class__.__name__ for s in self.skipped_steps],
-                "gha_workflow_run_url": self.pipeline_context.gha_workflow_run_url,
-                "pipeline_start_timestamp": self.pipeline_context.pipeline_start_timestamp,
-                "pipeline_end_timestamp": round(self.pipeline_context.stopped_at.timestamp()),
-                "pipeline_duration": round(self.pipeline_context.stopped_at.timestamp()) - self.pipeline_context.pipeline_start_timestamp,
-                "git_branch": self.pipeline_context.git_branch,
-                "git_revision": self.pipeline_context.git_revision,
-                "ci_context": self.pipeline_context.ci_context,
-                "pull_request_url": self.pipeline_context.pull_request.html_url if self.pipeline_context.pull_request else None,
-                "dagger_cloud_url": self.pipeline_context.dagger_cloud_url,
-            }
-        )
-
-    def print(self) -> None:
-        """Print the test report to the console in a nice way."""
-        pipeline_name = self.pipeline_context.pipeline_name
-        main_panel_title = Text(f"{pipeline_name.upper()} - {self.name}")
-        main_panel_title.stylize(Style(color="blue", bold=True))
-        duration_subtitle = Text(f"⏲️  Total pipeline duration for {pipeline_name}: {format_duration(self.run_duration)}")
-        step_results_table = Table(title="Steps results")
-        step_results_table.add_column("Step")
-        step_results_table.add_column("Result")
-        step_results_table.add_column("Finished after")
-
-        for step_result in self.steps_results:
-            step = Text(step_result.step.title)
-            step.stylize(step_result.status.get_rich_style())
-            result = Text(step_result.status.value)
-            result.stylize(step_result.status.get_rich_style())
-
-            if step_result.status is StepStatus.SKIPPED:
-                step_results_table.add_row(step, result, "N/A")
-            else:
-                assert step_result.step.started_at is not None, "The step started_at timestamp must be set to print reports."
-                run_time = format_duration((step_result.created_at - step_result.step.started_at))
-                step_results_table.add_row(step, result, run_time)
-
-        to_render: List[RenderableType] = [step_results_table]
-        if self.failed_steps:
-            sub_panels = []
-            for failed_step in self.failed_steps:
-                errors = Text(failed_step.stderr) if failed_step.stderr else Text("")
-                panel_title = Text(f"{pipeline_name} {failed_step.step.title.lower()} failures")
-                panel_title.stylize(Style(color="red", bold=True))
-                sub_panel = Panel(errors, title=panel_title)
-                sub_panels.append(sub_panel)
-            failures_group = Group(*sub_panels)
-            to_render.append(failures_group)
-
-        if self.pipeline_context.dagger_cloud_url:
-            self.pipeline_context.logger.info(f"🔗 View runs for commit in Dagger Cloud: {self.pipeline_context.dagger_cloud_url}")
-
-        main_panel = Panel(Group(*to_render), title=main_panel_title, subtitle=duration_subtitle)
-        console.print(main_panel)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/secrets.py b/airbyte-ci/connectors/pipelines/pipelines/models/secrets.py
deleted file mode 100644
index a8a0aa7eb120..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/secrets.py
+++ /dev/null
@@ -1,140 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from __future__ import annotations
-
-import hashlib
-import json
-import os
-from abc import ABC, abstractmethod
-from dataclasses import dataclass
-from pathlib import Path
-from typing import Dict, List
-
-from dagger import Client as DaggerClient
-from dagger import Secret as DaggerSecret
-from google.cloud import secretmanager_v1  # type: ignore
-from google.oauth2 import service_account  # type: ignore
-
-
-class SecretNotFoundError(Exception):
-    pass
-
-
-class SecretString(str):
-    """The use of this string subtype will prevent accidental prints of secret value to the console."""
-
-    @property
-    def _masked_value(self) -> str:
-        return "<SecretString: hidden>"
-
-    def __repr__(self) -> str:
-        return self._masked_value
-
-
-class SecretStore(ABC):
-    @abstractmethod
-    def _fetch_secret(self, name: str) -> str:
-        raise NotImplementedError("SecretStore subclasses must implement a _fetch_secret method")
-
-    def fetch_secret(self, name: str) -> str:
-        return SecretString(self._fetch_secret(name))
-
-
-class GSMSecretStore(SecretStore):
-    def __init__(self, gcp_credentials: Secret) -> None:
-        service_account_info = json.loads(gcp_credentials.value)
-        credentials = service_account.Credentials.from_service_account_info(service_account_info)
-        self.gsm_client = secretmanager_v1.SecretManagerServiceClient.from_service_account_info(service_account_info)
-        # This assumes the service account can only read a single project: the one it was created on.
-        # If we want to read secrets from multiple project we'd have to create a secret mapping (in an env var?)
-        # Which would map secret store aliases to project ids.
-        self.project_id = credentials.project_id
-
-    def _fetch_secret(self, name: str) -> str:
-        request = secretmanager_v1.ListSecretVersionsRequest(
-            parent=f"projects/{self.project_id}/secrets/{name}",
-        )
-        secret_versions = self.gsm_client.list_secret_versions(request=request)
-        if not secret_versions:
-            raise SecretNotFoundError(f"No secret found in GSM for secret {name}")
-
-        for version in secret_versions:
-            # 1 means enabled version
-            if version.state == 1:
-                request = secretmanager_v1.AccessSecretVersionRequest(
-                    name=version.name,
-                )
-                response = self.gsm_client.access_secret_version(request=request)
-                return response.payload.data.decode()
-
-        raise SecretNotFoundError(f"No enabled secret version in GSM found for secret {name}")
-
-
-class EnvVarSecretStore(SecretStore):
-    def _fetch_secret(self, name: str) -> str:
-        try:
-            return os.environ[name]
-        except KeyError:
-            raise SecretNotFoundError(f"The environment variable {name} is not set.")
-
-
-class LocalDirectorySecretStore(SecretStore):
-    def __init__(self, local_directory_path: Path) -> None:
-        if not local_directory_path.exists() or not local_directory_path.is_dir():
-            raise ValueError(f"The path {local_directory_path} does not exists on your filesystem or is not a directory.")
-        self.local_directory_path = local_directory_path
-
-    def _fetch_secret(self, name: str) -> str:
-        secret_path = self.local_directory_path / name
-        if not secret_path.exists():
-            raise SecretNotFoundError(f"The file {secret_path} does not exists.")
-        if not secret_path.is_file():
-            raise SecretNotFoundError(f"The path {secret_path} is not a file.")
-        return secret_path.read_text()
-
-    def get_all_secrets(self) -> List[Secret]:
-        return [
-            Secret(
-                name=str(file.relative_to(self.local_directory_path)),
-                secret_store=self,
-                file_name=str(file.relative_to(self.local_directory_path)),
-            )
-            for file in self.local_directory_path.rglob("*")
-            if file.is_file()
-        ]
-
-
-class InMemorySecretStore(SecretStore):
-    def __init__(self) -> None:
-        self._store: Dict[str, str] = {}
-
-    def add_secret(self, name: str, value: str) -> Secret:
-        self._store[name] = value
-        return Secret(name, self)
-
-    def _fetch_secret(self, name: str) -> str:
-        try:
-            return self._store[name]
-        except KeyError:
-            raise SecretNotFoundError(f"Secret named {name} can't be found in the in memory secret store")
-
-
-@dataclass
-class Secret:
-    name: str
-    secret_store: SecretStore
-    file_name: str | None = None
-
-    def __post_init__(self) -> None:
-        self.value: str = self.secret_store.fetch_secret(self.name)
-        self.value_hash: str = self._get_value_hash(self.value)
-
-    @staticmethod
-    def _get_value_hash(value: str) -> str:
-        byte_string = value.encode("utf-8")
-        md5_hash = hashlib.md5()
-        md5_hash.update(byte_string)
-        return md5_hash.hexdigest()[:20]
-
-    def as_dagger_secret(self, dagger_client: DaggerClient) -> DaggerSecret:
-        return dagger_client.set_secret(self.value_hash, self.value)
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/singleton.py b/airbyte-ci/connectors/pipelines/pipelines/models/singleton.py
deleted file mode 100644
index 7fdb4b6f5dda..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/singleton.py
+++ /dev/null
@@ -1,26 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import Any, Type
-
-
-class Singleton:
-    """
-    A base class for implementing the Singleton pattern.
-
-    This class stores instances and initialization flags for each subclass in dictionaries.
-    This allows each subclass to have its own unique instance and control over its initialization process.
-
-    The __new__ method ensures that only one instance of each subclass is created.
-    The _initialized dictionary is used to control when the initialization logic of each subclass is executed.
-    """
-
-    _instances: dict[Type["Singleton"], Any] = {}
-    _initialized: dict[Type["Singleton"], bool] = {}
-
-    def __new__(cls: Type["Singleton"], *args: Any, **kwargs: Any) -> Any:  # noqa: ANN401
-        if cls not in cls._instances:
-            cls._instances[cls] = super().__new__(cls)
-            cls._initialized[cls] = False
-        return cls._instances[cls]
diff --git a/airbyte-ci/connectors/pipelines/pipelines/models/steps.py b/airbyte-ci/connectors/pipelines/pipelines/models/steps.py
deleted file mode 100644
index 1b165749f4c5..000000000000
--- a/airbyte-ci/connectors/pipelines/pipelines/models/steps.py
+++ /dev/null
@@ -1,439 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import annotations
-
-import logging
-from abc import abstractmethod
-from dataclasses import dataclass, field
-from datetime import datetime, timedelta
-from enum import Enum
-from pathlib import Path
-from typing import TYPE_CHECKING, Dict, List
-
-import anyio
-import asyncer
-import click
-from dagger import Client, Container, DaggerError
-
-from pipelines import main_logger
-from pipelines.helpers import sentry_utils
-from pipelines.helpers.utils import format_duration, get_exec_result
-from pipelines.models.artifacts import Artifact
-from pipelines.models.secrets import Secret
-
-if TYPE_CHECKING:
-    from typing import Any, ClassVar, Optional, Set, Union
-
-    import dagger
-
-    from pipelines.models.contexts.pipeline_context import PipelineContext
-
-
-from abc import ABC
-
-from rich.style import Style
-
-STEP_PARAMS = Dict[str, List[str]]
-
-
-@dataclass
-class MountPath:
-    path: Union[Path, str]
-    optional: bool = False
-
-    def _cast_fields(self) -> None:
-        self.path = Path(self.path)
-        self.optional = bool(self.optional)
-
-    def _check_exists(self) -> None:
-        if not self.get_path().exists():
-            message = f"{self.path} does not exist."
-            if self.optional:
-                main_logger.warning(message)
-            else:
-                raise FileNotFoundError(message)
-
-    def get_path(self) -> Path:
-        return Path(self.path)
-
-    def __post_init__(self) -> None:
-        self._cast_fields()
-        self._check_exists()
-
-    def __str__(self) -> str:
-        return str(self.path)
-
-
-@dataclass(kw_only=True, frozen=True)
-class Result:
-    status: StepStatus
-    created_at: datetime = field(default_factory=datetime.utcnow)
-    stderr: Optional[str] = None
-    stdout: Optional[str] = None
-    report: Optional[str] = None
-    exc_info: Optional[Exception] = None
-    output: Any = None
-    artifacts: List[Artifact] = field(default_factory=list)
-
-    @property
-    def success(self) -> bool:
-        return self.status is StepStatus.SUCCESS
-
-
-@dataclass(kw_only=True, frozen=True)
-class StepResult(Result):
-    """A dataclass to capture the result of a step."""
-
-    step: Step
-    consider_in_overall_status: bool = True
-
-    def __repr__(self) -> str:  # noqa D105
-        return f"{self.step.title}: {self.status.value}"
-
-    def __str__(self) -> str:  # noqa D105
-        return f"{self.step.title}: {self.status.value}\n\nSTDOUT:\n{self.stdout}\n\nSTDERR:\n{self.stderr}"
-
-    def __post_init__(self) -> None:
-        if self.stderr:
-            object.__setattr__(self, "stderr", self.redact_secrets_from_string(self.stderr))
-        if self.stdout:
-            object.__setattr__(self, "stdout", self.redact_secrets_from_string(self.stdout))
-
-    def redact_secrets_from_string(self, value: str) -> str:
-        for secret in self.step.context.secrets_to_mask:
-            value = value.replace(secret, "********")
-        return value
-
-
-@dataclass(kw_only=True, frozen=True)
-class CommandResult(Result):
-    """A dataclass to capture the result of a command."""
-
-    command: click.Command
-
-    def __repr__(self) -> str:  # noqa D105
-        return f"{self.command.name}: {self.status.value}"
-
-    def __str__(self) -> str:  # noqa D105
-        return f"{self.command.name}: {self.status.value}\n\nSTDOUT:\n{self.stdout}\n\nSTDERR:\n{self.stderr}"
-
-
-@dataclass(kw_only=True, frozen=True)
-class PoeTaskResult(Result):
-    task_name: str
-
-    def __repr__(self) -> str:  # noqa D105
-        return f"{self.task_name}: {self.status.value}"
-
-    def __str__(self) -> str:  # noqa D105
-        return f"{self.task_name}: {self.status.value}\n\nSTDOUT:\n{self.stdout}\n\nSTDERR:\n{self.stderr}"
-
-    def log(self, logger: logging.Logger, verbose: bool = False) -> None:
-        """Log the step result.
-
-        Args:
-            logger (logging.Logger): The logger to use.
-        """
-        if self.status is StepStatus.FAILURE:
-            logger.exception(self.exc_info)
-        else:
-            logger.info(f"{self.status.get_emoji()} - Poe {self.task_name} - {self.status.value}")
-            if verbose:
-                if self.stdout:
-                    for line in self.stdout.splitlines():
-                        logger.info(line)
-                if self.stderr:
-                    for line in self.stderr.splitlines():
-                        logger.error(line)
-
-
-class StepStatus(Enum):
-    """An Enum to characterize the success, failure or skipping of a Step."""
-
-    SUCCESS = "Successful"
-    FAILURE = "Failed"
-    SKIPPED = "Skipped"
-
-    def get_rich_style(self) -> Style:
-        """Match color used in the console output to the step status."""
-        if self is StepStatus.SUCCESS:
-            return Style(color="green")
-        if self is StepStatus.FAILURE:
-            return Style(color="red", bold=True)
-        if self is StepStatus.SKIPPED:
-            return Style(color="yellow")
-
-    def get_emoji(self) -> str:
-        """Match emoji used in the console output to the step status."""
-        if self is StepStatus.SUCCESS:
-            return "✅"
-        if self is StepStatus.FAILURE:
-            return "❌"
-        if self is StepStatus.SKIPPED:
-            return "🟡"
-
-    def get_github_state(self) -> str:
-        """Match state used in the GitHub commit checks to the step status."""
-        if self in [StepStatus.SUCCESS, StepStatus.SKIPPED]:
-            return "success"
-        if self is StepStatus.FAILURE:
-            return "failure"
-        raise NotImplementedError(f"Unknown state for {self}")
-
-    def __str__(self) -> str:  # noqa D105
-        return self.value
-
-
-class Step(ABC):
-    """An abstract class to declare and run pipeline step."""
-
-    max_retries: ClassVar[int] = 0
-    max_dagger_error_retries: ClassVar[int] = 3
-    should_log: ClassVar[bool] = True
-    success_exit_code: ClassVar[int] = 0
-    skipped_exit_code: ClassVar[Optional[int]] = None
-    # The max duration of a step run. If the step run for more than this duration it will be considered as timed out.
-    # The default of 5 hours is arbitrary and can be changed if needed.
-    max_duration: ClassVar[timedelta] = timedelta(hours=5)
-    retry_delay = timedelta(seconds=10)
-    accept_extra_params: bool = False
-
-    def __init__(self, context: PipelineContext, secrets: List[Secret] | None = None) -> None:  # noqa D107
-        self.context = context
-        self.secrets = secrets if secrets else []
-        self.retry_count = 0
-        self.started_at: Optional[datetime] = None
-        self.stopped_at: Optional[datetime] = None
-        self._extra_params: STEP_PARAMS = {}
-
-    @property
-    def extra_params(self) -> STEP_PARAMS:
-        return self._extra_params
-
-    @extra_params.setter
-    def extra_params(self, value: STEP_PARAMS) -> None:
-        if value and not self.accept_extra_params:
-            raise ValueError(f"{self.__class__.__name__} does not accept extra params.")
-        self._extra_params = value
-        self.logger.info(f"Will run with the following parameters: {self.params}")
-
-    @property
-    def default_params(self) -> STEP_PARAMS:
-        return {}
-
-    @property
-    def params(self) -> STEP_PARAMS:
-        return self.default_params | self.extra_params
-
-    @property
-    def params_as_cli_options(self) -> List[str]:
-        """Return the step params as a list of CLI options.
-
-        Returns:
-            List[str]: The step params as a list of CLI options.
-        """
-        cli_options: List[str] = []
-        for name, values in self.params.items():
-            if not values:
-                # If no values are available, we assume it is a flag
-                cli_options.append(name)
-            else:
-                cli_options.extend(f"{name}={value}" for value in values)
-        return cli_options
-
-    @property
-    def title(self) -> str:
-        """The title of the step."""
-        raise NotImplementedError("Steps must define a 'title' attribute.")
-
-    @property
-    def run_duration(self) -> timedelta:
-        if self.started_at and self.stopped_at:
-            return self.stopped_at - self.started_at
-        else:
-            return timedelta(seconds=0)
-
-    @property
-    def logger(self) -> logging.Logger:
-        if self.should_log:
-            return logging.getLogger(f"{self.context.pipeline_name} - {self.title}")
-        else:
-            disabled_logger = logging.getLogger()
-            disabled_logger.disabled = True
-            return disabled_logger
-
-    @property
-    def dagger_client(self) -> Client:
-        return self.context.dagger_client
-
-    async def log_progress(self, completion_event: anyio.Event) -> None:
-        """Log the step progress every 30 seconds until the step is done."""
-        while not completion_event.is_set():
-            assert self.started_at is not None, "The step must be started before logging its progress."
-            duration = datetime.utcnow() - self.started_at
-            elapsed_seconds = duration.total_seconds()
-            if elapsed_seconds > 30 and round(elapsed_seconds) % 30 == 0:
-                self.logger.info(f"⏳ Still running... (duration: {format_duration(duration)})")
-            await anyio.sleep(1)
-
-    async def run_with_completion(self, completion_event: anyio.Event, *args: Any, **kwargs: Any) -> StepResult:
-        """Run the step with a timeout and set the completion event when the step is done."""
-        try:
-            with anyio.fail_after(self.max_duration.total_seconds()):
-                result = await self._run(*args, **kwargs)
-                completion_event.set()
-            return result
-        except TimeoutError:
-            self.retry_count = self.max_retries + 1
-            self.logger.error(f"🚨 {self.title} timed out after {self.max_duration}. No additional retry will happen.")
-            completion_event.set()
-            return self._get_timed_out_step_result()
-
-    @sentry_utils.with_step_context
-    async def run(self, *args: Any, **kwargs: Any) -> StepResult:
-        """Public method to run the step. It output a step result.
-
-        If an unexpected dagger error happens it outputs a failed step result with the exception payload.
-
-        Returns:
-            StepResult: The step result following the step run.
-        """
-        self.logger.info(f"🚀 Start {self.title}")
-        self.started_at = datetime.utcnow()
-        completion_event = anyio.Event()
-        try:
-            async with asyncer.create_task_group() as task_group:
-                soon_result = task_group.soonify(self.run_with_completion)(completion_event, *args, **kwargs)
-                task_group.soonify(self.log_progress)(completion_event)
-            step_result = soon_result.value
-        except DaggerError as e:
-            self.logger.error("Step failed with an unexpected dagger error", exc_info=e)
-            step_result = StepResult(step=self, status=StepStatus.FAILURE, stderr=str(e), exc_info=e)
-
-        self.stopped_at = datetime.utcnow()
-        self.log_step_result(step_result)
-
-        lets_retry = self.should_retry(step_result)
-        step_result = await self.retry(step_result, *args, **kwargs) if lets_retry else step_result
-        return step_result
-
-    def should_retry(self, step_result: StepResult) -> bool:
-        """Return True if the step should be retried."""
-        if step_result.status is not StepStatus.FAILURE:
-            return False
-        max_retries = self.max_dagger_error_retries if step_result.exc_info else self.max_retries
-        return self.retry_count < max_retries and max_retries > 0
-
-    async def retry(self, step_result: StepResult, *args: Any, **kwargs: Any) -> StepResult:
-        self.retry_count += 1
-        self.logger.warn(
-            f"Failed with error: {step_result.stderr}.\nRetry #{self.retry_count} in {self.retry_delay.total_seconds()} seconds..."
-        )
-        await anyio.sleep(self.retry_delay.total_seconds())
-        return await self.run(*args, **kwargs)
-
-    def log_step_result(self, result: StepResult) -> None:
-        """Log the step result.
-
-        Args:
-            result (StepResult): The step result to log.
-        """
-        duration = format_duration(self.run_duration)
-        if result.status is StepStatus.FAILURE:
-            self.logger.info(f"{result.status.get_emoji()} failed (duration: {duration})")
-        if result.status is StepStatus.SKIPPED:
-            self.logger.info(f"{result.status.get_emoji()} was skipped (duration: {duration})")
-        if result.status is StepStatus.SUCCESS:
-            self.logger.info(f"{result.status.get_emoji()} was successful (duration: {duration})")
-
-    @abstractmethod
-    async def _run(self, *args: Any, **kwargs: Any) -> StepResult:
-        """Implement the execution of the step and return a step result.
-
-        Returns:
-            StepResult: The result of the step run.
-        """
-        raise NotImplementedError("Steps must define a '_run' attribute.")
-
-    def skip(self, reason: Optional[str] = None) -> StepResult:
-        """Declare a step as skipped.
-
-        Args:
-            reason (str, optional): Reason why the step was skipped.
-
-        Returns:
-            StepResult: A skipped step result.
-        """
-        return StepResult(step=self, status=StepStatus.SKIPPED, stdout=reason)
-
-    def get_step_status_from_exit_code(
-        self,
-        exit_code: int,
-    ) -> StepStatus:
-        """Map an exit code to a step status.
-
-        Args:
-            exit_code (int): A process exit code.
-
-        Raises:
-            ValueError: Raised if the exit code is not mapped to a step status.
-
-        Returns:
-            StepStatus: The step status inferred from the exit code.
-        """
-        if exit_code == self.success_exit_code:
-            return StepStatus.SUCCESS
-        elif self.skipped_exit_code is not None and exit_code == self.skipped_exit_code:
-            return StepStatus.SKIPPED
-        else:
-            return StepStatus.FAILURE
-
-    async def get_step_result(self, container: Container, *args: Any, **kwargs: Any) -> StepResult:
-        """Concurrent retrieval of exit code, stdout and stdout of a container.
-
-        Create a StepResult object from these objects.
-
-        Args:
-            container (Container): The container from which we want to infer a step result/
-
-        Returns:
-            StepResult: Failure or success with stdout and stderr.
-        """
-        exit_code, stdout, stderr = await get_exec_result(container)
-        return StepResult(
-            step=self,
-            status=self.get_step_status_from_exit_code(exit_code),
-            stderr=stderr,
-            stdout=stdout,
-            output=container,
-        )
-
-    def _get_timed_out_step_result(self) -> StepResult:
-        return StepResult(
-            step=self,
-            status=StepStatus.FAILURE,
-            stdout=f"Timed out after the max duration of {format_duration(self.max_duration)}. Please checkout the Dagger logs to see what happened.",
-        )
-
-
-class StepModifyingFiles(Step):
-    modified_files: List[str]
-    modified_directory: dagger.Directory
-
-    def __init__(self, context: PipelineContext, modified_directory: dagger.Directory, secrets: List[Secret] | None = None) -> None:
-        super().__init__(context, secrets)
-        self.modified_directory = modified_directory
-        self.modified_files = []
-
-    async def export_modified_files(
-        self,
-        export_to_directory: Path,
-    ) -> Set[Path]:
-        modified_files = set()
-        for modified_file in self.modified_files:
-            local_path = export_to_directory / modified_file
-            await self.modified_directory.file(str(modified_file)).export(str(local_path))
-            modified_files.add(local_path)
-        return modified_files
diff --git a/airbyte-ci/connectors/pipelines/poetry.lock b/airbyte-ci/connectors/pipelines/poetry.lock
deleted file mode 100644
index d262ac7277e3..000000000000
--- a/airbyte-ci/connectors/pipelines/poetry.lock
+++ /dev/null
@@ -1,3324 +0,0 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
-
-[[package]]
-name = "airbyte-protocol-models"
-version = "0.16.0"
-description = "Declares the Airbyte Protocol."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "airbyte_protocol_models-0.16.0-py3-none-any.whl", hash = "sha256:e0700dee175d3d4f1abbeace1b36ab2303bda1f0d578570425e0bc58d6d9f854"},
-    {file = "airbyte_protocol_models-0.16.0.tar.gz", hash = "sha256:6e2f82b2325e6972337d72d1956b2a5b725afb4c7151b9d3281a12e2ff603ddf"},
-]
-
-[package.dependencies]
-pydantic = ">=1.9.2,<2.0.0"
-
-[[package]]
-name = "altgraph"
-version = "0.17.4"
-description = "Python graph (network) package"
-optional = false
-python-versions = "*"
-groups = ["dev"]
-files = [
-    {file = "altgraph-0.17.4-py2.py3-none-any.whl", hash = "sha256:642743b4750de17e655e6711601b077bc6598dbfa3ba5fa2b2a35ce12b508dff"},
-    {file = "altgraph-0.17.4.tar.gz", hash = "sha256:1b5afbb98f6c4dcadb2e2ae6ab9fa994bbb8c1d75f4fa96d340f9437ae454406"},
-]
-
-[[package]]
-name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
-    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
-]
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
-
-[package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
-trio = ["trio (>=0.26.1)"]
-
-[[package]]
-name = "asyncclick"
-version = "8.1.8"
-description = "Composable command line interface toolkit,"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "asyncclick-8.1.8-py3-none-any.whl", hash = "sha256:eb1ccb44bc767f8f0695d592c7806fdf5bd575605b4ee246ffd5fadbcfdbd7c6"},
-    {file = "asyncclick-8.1.8.0-py3-none-any.whl", hash = "sha256:be146a2d8075d4fe372ff4e877f23c8b5af269d16705c1948123b9415f6fd678"},
-    {file = "asyncclick-8.1.8.tar.gz", hash = "sha256:0f0eb0f280e04919d67cf71b9fcdfb4db2d9ff7203669c40284485c149578e4c"},
-]
-
-[package.dependencies]
-anyio = ">=4.0,<5.0"
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
-[[package]]
-name = "asyncer"
-version = "0.0.8"
-description = "Asyncer, async and await, focused on developer experience."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "asyncer-0.0.8-py3-none-any.whl", hash = "sha256:5920d48fc99c8f8f0f1576e1882f5022885589c5fcbc46ce4224ec3e53776eeb"},
-    {file = "asyncer-0.0.8.tar.gz", hash = "sha256:a589d980f57e20efb07ed91d0dbe67f1d2fd343e7142c66d3a099f05c620739c"},
-]
-
-[package.dependencies]
-anyio = ">=3.4.0,<5.0"
-
-[[package]]
-name = "attrs"
-version = "25.3.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
-    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
-]
-
-[package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
-
-[[package]]
-name = "auto-merge"
-version = "0.1.5"
-description = ""
-optional = false
-python-versions = "^3.11"
-groups = ["main"]
-files = []
-develop = true
-
-[package.dependencies]
-anyio = "^4.3.0"
-pygithub = "^2.3.0"
-
-[package.source]
-type = "directory"
-url = "../auto_merge"
-
-[[package]]
-name = "backoff"
-version = "2.2.1"
-description = "Function decoration for backoff and retry"
-optional = false
-python-versions = ">=3.7,<4.0"
-groups = ["main"]
-files = [
-    {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
-    {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
-]
-
-[[package]]
-name = "beartype"
-version = "0.20.2"
-description = "Unbearably fast near-real-time hybrid runtime-static type-checking in pure Python."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "beartype-0.20.2-py3-none-any.whl", hash = "sha256:5171a91ecf01438a59884f0cde37d2d5da2c992198b53d6ba31db3940f47ff04"},
-    {file = "beartype-0.20.2.tar.gz", hash = "sha256:38c60c065ad99364a8c767e8a0e71ba8263d467b91414ed5dcffb7758a2e8079"},
-]
-
-[package.extras]
-dev = ["autoapi (>=0.9.0)", "click", "coverage (>=5.5)", "equinox ; sys_platform == \"linux\"", "jax[cpu] ; sys_platform == \"linux\"", "jaxtyping ; sys_platform == \"linux\"", "langchain", "mypy (>=0.800) ; platform_python_implementation != \"PyPy\"", "nuitka (>=1.2.6) ; sys_platform == \"linux\"", "numba ; python_version < \"3.13.0\"", "numpy ; sys_platform != \"darwin\" and platform_python_implementation != \"PyPy\"", "pandera", "pydata-sphinx-theme (<=0.7.2)", "pygments", "pyright (>=1.1.370)", "pytest (>=4.0.0)", "rich-click", "sphinx", "sphinx (>=4.2.0,<6.0.0)", "sphinxext-opengraph (>=0.7.5)", "tox (>=3.20.1)", "typing-extensions (>=3.10.0.0)", "xarray"]
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-    {file = "yarl-1.20.0-py3-none-any.whl", hash = "sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124"},
-    {file = "yarl-1.20.0.tar.gz", hash = "sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.1"
-
-[[package]]
-name = "zipp"
-version = "3.21.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.1"
-python-versions = "~3.11"
-content-hash = "40348b618d48960db388c3f77018908eb7ad483306154591ae7ce797dde399a6"
diff --git a/airbyte-ci/connectors/pipelines/pyinstaller_hooks/hook-certifi.py b/airbyte-ci/connectors/pipelines/pyinstaller_hooks/hook-certifi.py
deleted file mode 100644
index 4ebdd023f9b9..000000000000
--- a/airbyte-ci/connectors/pipelines/pyinstaller_hooks/hook-certifi.py
+++ /dev/null
@@ -1,6 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from PyInstaller.utils.hooks import collect_data_files
-
-# Get the cacert.pem
-datas = collect_data_files("certifi")
diff --git a/airbyte-ci/connectors/pipelines/pyproject.toml b/airbyte-ci/connectors/pipelines/pyproject.toml
deleted file mode 100644
index 6a3ff76b2ce2..000000000000
--- a/airbyte-ci/connectors/pipelines/pyproject.toml
+++ /dev/null
@@ -1,82 +0,0 @@
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry]
-name = "pipelines"
-version = "5.5.0"
-description = "Packaged maintained by the connector operations team to perform CI for connectors' pipelines"
-authors = ["Airbyte <contact@airbyte.io>"]
-
-[tool.poetry.dependencies]
-python = "~3.11"
-dagger-io = "==0.13.3"
-beartype = ">=0.18.2"
-asyncer = "^0.0.8"
-exceptiongroup = ">=1.2.0"
-anyio = ">=4.2.0"  # Required by Python 3.11
-trio = ">=0.24.0"  # Required by anyio
-more-itertools = "^8.11.0"
-docker = "^7"
-semver = "^3"
-airbyte-protocol-models = "^0.16.0"
-jinja2 = "^3.1.6"
-MarkupSafe = "==2.1.5"  # pin transitive dependency to avoid issues with version resolution
-requests = "^2.31"
-connector-ops = { path = "../connector_ops", develop = true }
-toml = "^0.10.2"
-types-requests = "^2.31"
-sentry-sdk = "^2.12.0"
-segment-analytics-python = "^2.2.3"
-pygit2 = "^1.13.1"
-asyncclick = "^8.1.3.4"
-certifi = ">=2024"
-tomli-w = "^1.0.0"
-dpath = "^2.1.6"
-xmltodict = "^0.13.0"
-ruamel-yaml = "^0.18.6"
-google-cloud-secret-manager = "^2.20.0"
-google-auth = "^2.29.0"
-pygithub = "^2.3.0"
-pydash = "6.0.2"
-python-slugify = ">=8.0.4"
-deepdiff = "^7.0.1"
-auto-merge = { path = "../auto_merge", develop = true }
-setuptools = "^80.1.0"  # Needed due to pkg_resources refs
-
-[tool.poetry.group.dev.dependencies]
-freezegun = "^1.2.2"
-pytest-cov = "^4.1.0"
-pyinstaller = "^6.1.0"
-poethepoet = "^0.24.2"
-pytest = "^8"
-pytest-mock = "^3.10.0"
-mypy = "^1.9"
-ruff = "^0.5.0"
-types-toml = "^0.10.8"
-types-requests = "^2.31"
-types-xmltodict = "^0.13.0"
-types-pyyaml = "^6.0.12.20240311"
-
-[tool.poetry.scripts]
-airbyte-ci = "pipelines.cli.airbyte_ci:airbyte_ci"
-airbyte-ci-dev = "pipelines.cli.airbyte_ci:airbyte_ci"
-
-
-[tool.poe.tasks.build-release-binary]
-shell = "pyinstaller --additional-hooks-dir=pyinstaller_hooks --collect-all pipelines --collect-all beartype --collect-all dagger --hidden-import strawberry --name $ARTIFACT_NAME --onefile pipelines/cli/airbyte_ci.py"
-args = [{ name = "ARTIFACT_NAME", default = "airbyte-ci", positional = true }]
-
-[tool.poe.tasks]
-test = "pytest tests -m 'not flaky'"
-type_check = "mypy pipelines --disallow-untyped-defs"
-lint = "ruff check pipelines"
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-optional_poetry_groups = ["dev"]
-poe_tasks = ["type_check", "test"]
-mount_docker_socket = true
-
-[tool.ruff]
-ignore = ["ANN401"]
diff --git a/airbyte-ci/connectors/pipelines/pytest.ini b/airbyte-ci/connectors/pipelines/pytest.ini
deleted file mode 100644
index 3c9d16b1fe5d..000000000000
--- a/airbyte-ci/connectors/pipelines/pytest.ini
+++ /dev/null
@@ -1,5 +0,0 @@
-[pytest]
-addopts = --cov=pipelines
-markers =
-    slow: marks tests as slow (deselect with '-m "not slow"')
-    flaky: marks tests as flaky (deselect with '-m "not flaky"')
diff --git a/airbyte-ci/connectors/pipelines/ruff.toml b/airbyte-ci/connectors/pipelines/ruff.toml
deleted file mode 100644
index e153f58f6938..000000000000
--- a/airbyte-ci/connectors/pipelines/ruff.toml
+++ /dev/null
@@ -1,15 +0,0 @@
-target-version = "py310"
-line-length = 140
-
-[lint]
-
-ignore = ["ANN003"]
-extend-select = [
-    "ANN", # flake8-annotations
-]
-
-[lint.pydocstyle]
-convention = "google"
-
-[lint.flake8-annotations]
-allow-star-arg-any = true
diff --git a/airbyte-ci/connectors/pipelines/tests/__init__.py b/airbyte-ci/connectors/pipelines/tests/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/conftest.py b/airbyte-ci/connectors/pipelines/tests/conftest.py
deleted file mode 100644
index 9226b46b7072..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/conftest.py
+++ /dev/null
@@ -1,84 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import os
-import platform
-import sys
-from pathlib import Path
-from typing import List
-
-import dagger
-import git
-import pytest
-import requests
-from connector_ops.utils import Connector
-
-from pipelines.helpers import utils
-from tests.utils import ALL_CONNECTORS
-
-
-@pytest.fixture(scope="module")
-def anyio_backend():
-    return "asyncio"
-
-
-@pytest.fixture(scope="module")
-def dagger_connection():
-    return dagger.Connection(dagger.Config(log_output=sys.stderr))
-
-
-@pytest.fixture(scope="module")
-async def dagger_client(dagger_connection):
-    async with dagger_connection as client:
-        yield client
-
-
-@pytest.fixture(scope="session")
-def oss_registry():
-    response = requests.get("https://connectors.airbyte.com/files/registries/v0/oss_registry.json")
-    response.raise_for_status()
-    return response.json()
-
-
-@pytest.fixture(scope="session")
-def airbyte_repo_path() -> Path:
-    return Path(git.Repo(search_parent_directories=True).working_tree_dir)
-
-
-@pytest.fixture
-def new_connector(airbyte_repo_path: Path, mocker) -> Connector:
-    new_connector_code_directory = airbyte_repo_path / "airbyte-integrations/connectors/source-new-connector"
-    Path(new_connector_code_directory).mkdir()
-
-    new_connector_code_directory.joinpath("metadata.yaml").touch()
-    mocker.patch.object(
-        utils,
-        "ALL_CONNECTOR_DEPENDENCIES",
-        [(connector, connector.get_local_dependency_paths()) for connector in utils.get_all_connectors_in_repo()],
-    )
-    yield Connector("source-new-connector")
-    new_connector_code_directory.joinpath("metadata.yaml").unlink()
-    new_connector_code_directory.rmdir()
-
-
-@pytest.fixture(autouse=True, scope="session")
-def from_airbyte_root(airbyte_repo_path):
-    """
-    Change the working directory to the root of the Airbyte repo.
-    This will make all the tests current working directory to be the root of the Airbyte repo as we've set autouse=True.
-    """
-    original_dir = Path.cwd()
-    os.chdir(airbyte_repo_path)
-    yield airbyte_repo_path
-    os.chdir(original_dir)
-
-
-@pytest.fixture(scope="session")
-def all_connectors() -> List[Connector]:
-    return sorted(ALL_CONNECTORS, key=lambda connector: connector.technical_name)
-
-
-@pytest.fixture(scope="session")
-def current_platform():
-    return dagger.Platform(f"linux/{platform.machine()}")
diff --git a/airbyte-ci/connectors/pipelines/tests/test_actions/test_environments.py b/airbyte-ci/connectors/pipelines/tests/test_actions/test_environments.py
deleted file mode 100644
index 691de4de1aa5..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_actions/test_environments.py
+++ /dev/null
@@ -1,69 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-from click import UsageError
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.dagger.actions.python import common
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture
-def connector_context(dagger_client):
-    context = ConnectorContext(
-        pipeline_name="test",
-        connector=ConnectorWithModifiedFiles("source-faker", modified_files={}),
-        git_branch="test",
-        git_revision="test",
-        diffed_branch="test",
-        git_repo_url="test",
-        report_output_prefix="test",
-        is_local=True,
-    )
-    context.dagger_client = dagger_client
-    return context
-
-
-@pytest.mark.parametrize("use_local_cdk, local_cdk_is_available", [(True, True), (True, False), (False, None)])
-async def test_apply_python_development_overrides(
-    dagger_client, mocker, tmp_path, connector_context, use_local_cdk, local_cdk_is_available
-):
-    local_cdk_path = tmp_path / "airbyte-python-cdk"
-    mocker.patch.object(common, "PATH_TO_LOCAL_CDK", local_cdk_path)
-    if local_cdk_is_available:
-        local_cdk_path.mkdir()
-        await (
-            dagger_client.git("https://github.com/airbytehq/airbyte-python-cdk", keep_git_dir=False)
-            .branch("main")
-            .tree()
-            .export(str(local_cdk_path))
-        )
-    connector_context.use_local_cdk = use_local_cdk
-    fake_connector_container = connector_context.dagger_client.container().from_("airbyte/python-connector-base:3.0.0")
-    before_override_pip_freeze = await fake_connector_container.with_exec(["pip", "freeze"], use_entrypoint=True).stdout()
-    assert "airbyte-cdk" not in before_override_pip_freeze.splitlines(), "The base image should not have the airbyte-cdk installed."
-    if use_local_cdk and not local_cdk_is_available:
-        # We assume the local cdk is not available so a UsageError should be raised.
-        with pytest.raises(UsageError):
-            await common.apply_python_development_overrides(connector_context, fake_connector_container, "airbyte")
-    else:
-        overriden_container = await common.apply_python_development_overrides(connector_context, fake_connector_container, "airbyte")
-        after_override_pip_freeze = await overriden_container.with_exec(["pip", "freeze"], use_entrypoint=True).stdout()
-
-        if use_local_cdk and local_cdk_is_available:
-            assert (
-                "airbyte-cdk @ file:///airbyte-cdk/python" in after_override_pip_freeze.splitlines()
-            ), "The override should install the airbyte-cdk package."
-            ls_ld_output = await overriden_container.with_exec(["ls", "-ld", "/airbyte-cdk/python"]).stdout()
-            airbyte_cdk_owner_user, airbyte_cdk_owner_group = ls_ld_output.split()[2], ls_ld_output.split()[3]
-            assert (
-                airbyte_cdk_owner_user == "airbyte" and airbyte_cdk_owner_group == "airbyte"
-            ), "The airbyte-cdk directory should be owned by the airbyte user."
-        else:
-            assert after_override_pip_freeze == before_override_pip_freeze, "The override should not change the pip freeze output."
diff --git a/airbyte-ci/connectors/pipelines/tests/test_bases.py b/airbyte-ci/connectors/pipelines/tests/test_bases.py
deleted file mode 100644
index 5f6045942f35..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_bases.py
+++ /dev/null
@@ -1,111 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from datetime import timedelta
-
-import anyio
-import pytest
-from dagger import DaggerError
-
-from pipelines.models import reports, steps
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-class TestStep:
-    class DummyStep(steps.Step):
-        title = "Dummy step"
-        max_retries = 3
-        max_duration = timedelta(seconds=2)
-
-        async def _run(self, run_duration: timedelta) -> steps.StepResult:
-            await anyio.sleep(run_duration.total_seconds())
-            return steps.StepResult(step=self, status=steps.StepStatus.SUCCESS)
-
-    @pytest.fixture
-    def test_context(self, mocker):
-        return mocker.Mock(secrets_to_mask=[])
-
-    async def test_run_with_timeout(self, test_context):
-        step = self.DummyStep(test_context)
-        step_result = await step.run(run_duration=step.max_duration - timedelta(seconds=1))
-        assert step_result.status == steps.StepStatus.SUCCESS
-        assert step.retry_count == 0
-
-        step_result = await step.run(run_duration=step.max_duration + timedelta(seconds=1))
-        timed_out_step_result = step._get_timed_out_step_result()
-        assert step_result.status == timed_out_step_result.status
-        assert step_result.stdout == timed_out_step_result.stdout
-        assert step_result.stderr == timed_out_step_result.stderr
-        assert step_result.output == timed_out_step_result.output
-        assert step.retry_count == step.max_retries + 1
-
-    @pytest.mark.parametrize(
-        "step_status, exc_info, max_retries, max_dagger_error_retries, expect_retry",
-        [
-            (steps.StepStatus.SUCCESS, None, 0, 0, False),
-            (steps.StepStatus.SUCCESS, None, 3, 0, False),
-            (steps.StepStatus.SUCCESS, None, 0, 3, False),
-            (steps.StepStatus.SUCCESS, None, 3, 3, False),
-            (steps.StepStatus.SKIPPED, None, 0, 0, False),
-            (steps.StepStatus.SKIPPED, None, 3, 0, False),
-            (steps.StepStatus.SKIPPED, None, 0, 3, False),
-            (steps.StepStatus.SKIPPED, None, 3, 3, False),
-            (steps.StepStatus.FAILURE, DaggerError(), 0, 0, False),
-            (steps.StepStatus.FAILURE, DaggerError(), 0, 3, True),
-            (steps.StepStatus.FAILURE, None, 0, 0, False),
-            (steps.StepStatus.FAILURE, None, 0, 3, False),
-            (steps.StepStatus.FAILURE, None, 3, 0, True),
-        ],
-    )
-    async def test_run_with_retries(self, mocker, test_context, step_status, exc_info, max_retries, max_dagger_error_retries, expect_retry):
-        step = self.DummyStep(test_context)
-        step.max_dagger_error_retries = max_dagger_error_retries
-        step.max_retries = max_retries
-        step.max_duration = timedelta(seconds=60)
-        step.retry_delay = timedelta(seconds=0)
-        step._run = mocker.AsyncMock(
-            side_effect=[steps.StepResult(step=step, status=step_status, exc_info=exc_info)]
-            * (max(max_dagger_error_retries, max_retries) + 1)
-        )
-
-        step_result = await step.run()
-
-        if expect_retry:
-            assert step.retry_count > 0
-        else:
-            assert step.retry_count == 0
-        assert step_result.status == step_status
-
-
-class TestReport:
-    @pytest.fixture
-    def test_context(self, mocker):
-        return mocker.Mock()
-
-    def test_report_failed_if_it_has_no_step_result(self, test_context):
-        report = reports.Report(test_context, [])
-        assert not report.success
-        report = reports.Report(test_context, [steps.StepResult(step=None, status=steps.StepStatus.FAILURE)])
-        assert not report.success
-
-        report = reports.Report(
-            test_context,
-            [steps.StepResult(step=None, status=steps.StepStatus.FAILURE), steps.StepResult(step=None, status=steps.StepStatus.SUCCESS)],
-        )
-        assert not report.success
-
-        report = reports.Report(test_context, [steps.StepResult(step=None, status=steps.StepStatus.SUCCESS)])
-        assert report.success
-
-        report = reports.Report(
-            test_context,
-            [steps.StepResult(step=None, status=steps.StepStatus.SUCCESS), steps.StepResult(step=None, status=steps.StepStatus.SKIPPED)],
-        )
-        assert report.success
-
-        report = reports.Report(test_context, [steps.StepResult(step=None, status=steps.StepStatus.SKIPPED)])
-        assert report.success
diff --git a/airbyte-ci/connectors/pipelines/tests/test_build_image/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_build_image/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_build_image/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_build_image/dummy_build_customization.py b/airbyte-ci/connectors/pipelines/tests/test_build_image/dummy_build_customization.py
deleted file mode 100644
index 6bc6ce686adc..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_build_image/dummy_build_customization.py
+++ /dev/null
@@ -1,36 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from __future__ import annotations
-
-from typing import TYPE_CHECKING
-
-if TYPE_CHECKING:
-    from dagger import Container
-
-
-async def pre_connector_install(base_image_container: Container) -> Container:
-    """This function will run before the connector installation.
-    It can mutate the base image container.
-
-    Args:
-        base_image_container (Container): The base image container to mutate.
-
-    Returns:
-        Container: The mutated base image container.
-    """
-    return base_image_container.with_env_variable("MY_PRE_BUILD_ENV_VAR", "my_pre_build_env_var_value")
-
-
-async def post_connector_install(connector_container: Container) -> Container:
-    """This function will run after the connector installation during the build process.
-    It can mutate the connector container.
-
-    Args:
-        connector_container (Container): The connector container to mutate.
-
-    Returns:
-        Container: The mutated connector container.
-    """
-    return connector_container.with_env_variable("MY_POST_BUILD_ENV_VAR", "my_post_build_env_var_value")
diff --git a/airbyte-ci/connectors/pipelines/tests/test_build_image/test_manifest_only_connectors.py b/airbyte-ci/connectors/pipelines/tests/test_build_image/test_manifest_only_connectors.py
deleted file mode 100644
index 13b2e59d6db4..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_build_image/test_manifest_only_connectors.py
+++ /dev/null
@@ -1,122 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pathlib import Path
-
-import pytest
-
-from pipelines.airbyte_ci.connectors.build_image.steps import build_customization, manifest_only_connectors
-from pipelines.consts import BUILD_PLATFORMS
-from pipelines.models.steps import StepStatus
-from tests.utils import mock_container
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-class TestBuildConnectorImage:
-    @pytest.fixture
-    def all_platforms(self):
-        return BUILD_PLATFORMS
-
-    @pytest.fixture
-    def test_context(self, mocker):
-        return mocker.Mock(secrets_to_mask=[], targeted_platforms=BUILD_PLATFORMS)
-
-    @pytest.fixture
-    def test_context_with_connector_with_base_image(self, test_context):
-        test_context.connector.metadata = {
-            "connectorBuildOptions": {"baseImage": "xyz"},
-            "dockerImageTag": "0.0.0",
-            "dockerRepository": "test",
-        }
-        return test_context
-
-    @pytest.fixture
-    def mock_connector_directory(self, mocker):
-        mock_components_file = mocker.Mock()
-        mock_connector_dir = mocker.Mock()
-        mock_connector_dir.file.return_value = mock_components_file
-        return mock_connector_dir, mock_components_file
-
-    def _assert_file_not_handled(self, container_mock, file_path):
-        """Assert that a specified file_path was not handled by the container_mock"""
-        assert not any(file_path in call.args[0] for call in container_mock.with_file.call_args_list)
-
-    async def test__run_using_base_image_with_mocks(self, mocker, test_context_with_connector_with_base_image, all_platforms):
-        container_built_from_base = mock_container()
-        container_built_from_base.with_label.return_value = container_built_from_base
-
-        mocker.patch.object(Path, "exists", return_value=True)  # Mock Path.exists() to always return True
-        mocker.patch.object(
-            manifest_only_connectors.BuildConnectorImages,
-            "_build_from_base_image",
-            mocker.AsyncMock(return_value=container_built_from_base),
-        )
-        mocker.patch.object(manifest_only_connectors.BuildConnectorImages, "get_step_result", mocker.AsyncMock())
-        step = manifest_only_connectors.BuildConnectorImages(test_context_with_connector_with_base_image)
-        step_result = await step._run()
-        assert step._build_from_base_image.call_count == len(all_platforms)
-        container_built_from_base.with_exec.assert_called_with(["spec"], use_entrypoint=True)
-        container_built_from_base.with_label.assert_any_call(
-            "io.airbyte.version", test_context_with_connector_with_base_image.connector.metadata["dockerImageTag"]
-        )
-        container_built_from_base.with_label.assert_any_call(
-            "io.airbyte.name", test_context_with_connector_with_base_image.connector.metadata["dockerRepository"]
-        )
-
-        assert step_result.status is StepStatus.SUCCESS
-        for platform in all_platforms:
-            assert step_result.output[platform] == container_built_from_base
-
-    @pytest.mark.parametrize("components_file_exists", [True, False])
-    async def test__run_using_base_image_with_components_file(
-        self, mocker, all_platforms, test_context_with_connector_with_base_image, mock_connector_directory, components_file_exists
-    ):
-        mock_connector_dir, mock_components_file = mock_connector_directory
-        container_built_from_base = mock_container()
-
-        container_built_from_base.with_label.return_value = container_built_from_base
-        container_built_from_base.with_file.return_value = container_built_from_base
-
-        test_context_with_connector_with_base_image.get_connector_dir = mocker.AsyncMock(return_value=mock_connector_dir)
-        test_context_with_connector_with_base_image.connector.manifest_only_components_path.exists = mocker.Mock(
-            return_value=components_file_exists
-        )
-
-        mocker.patch.object(
-            manifest_only_connectors.BuildConnectorImages,
-            "_get_base_container",
-            return_value=container_built_from_base,
-        )
-
-        mocker.patch.object(
-            manifest_only_connectors.BuildConnectorImages,
-            "get_image_user",
-            return_value="airbyte",
-        )
-
-        mocker.patch.object(
-            build_customization,
-            "apply_airbyte_entrypoint",
-            return_value=container_built_from_base,
-        )
-
-        mocker.patch.object(
-            manifest_only_connectors,
-            "apply_python_development_overrides",
-            side_effect=mocker.AsyncMock(return_value=container_built_from_base),
-        )
-
-        step = manifest_only_connectors.BuildConnectorImages(test_context_with_connector_with_base_image)
-
-        await step._build_connector(all_platforms[0], container_built_from_base)
-        if components_file_exists:
-            container_built_from_base.with_file.assert_any_call(
-                "source_declarative_manifest/components.py", mock_components_file, owner="airbyte"
-            )
-            mock_connector_dir.file.assert_any_call("components.py")
-        else:
-            self._assert_file_not_handled(container_built_from_base, "source_declarative_manifest/components.py")
diff --git a/airbyte-ci/connectors/pipelines/tests/test_build_image/test_python_connectors.py b/airbyte-ci/connectors/pipelines/tests/test_build_image/test_python_connectors.py
deleted file mode 100644
index f03496b7d99a..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_build_image/test_python_connectors.py
+++ /dev/null
@@ -1,180 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pathlib import Path
-
-import asyncclick as click
-import pytest
-
-from pipelines.airbyte_ci.connectors.build_image.steps import build_customization, python_connectors
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.consts import BUILD_PLATFORMS
-from pipelines.models.steps import StepStatus
-from tests.utils import mock_container
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-class TestBuildConnectorImage:
-    @pytest.fixture
-    def all_platforms(self):
-        return BUILD_PLATFORMS
-
-    @pytest.fixture
-    def test_context(self, mocker):
-        return mocker.Mock(secrets_to_mask=[], targeted_platforms=BUILD_PLATFORMS)
-
-    @pytest.fixture
-    def test_context_with_connector_with_base_image(self, test_context):
-        test_context.connector.metadata = {
-            "connectorBuildOptions": {"baseImage": "xyz"},
-            "dockerImageTag": "0.0.0",
-            "dockerRepository": "test",
-        }
-        return test_context
-
-    @pytest.fixture
-    def test_context_with_connector_without_base_image(self, test_context):
-        test_context.connector.metadata = {"dockerImageTag": "0.0.0", "dockerRepository": "test"}
-        return test_context
-
-    @pytest.fixture
-    def connector_with_base_image_no_build_customization(self, all_connectors):
-        for connector in all_connectors:
-            if connector.metadata and connector.metadata.get("connectorBuildOptions", {}).get("baseImage"):
-                if not (connector.code_directory / "build_customization.py").exists():
-                    return connector
-        pytest.skip("No connector with a connectorBuildOptions.baseImage metadata found")
-
-    @pytest.fixture
-    def connector_with_base_image_with_build_customization(self, connector_with_base_image_no_build_customization):
-        dummy_build_customization = (Path(__file__).parent / "dummy_build_customization.py").read_text()
-        (connector_with_base_image_no_build_customization.code_directory / "build_customization.py").write_text(dummy_build_customization)
-        yield connector_with_base_image_no_build_customization
-        (connector_with_base_image_no_build_customization.code_directory / "build_customization.py").unlink()
-
-    @pytest.fixture
-    def test_context_with_real_connector_using_base_image(
-        self, connector_with_base_image_no_build_customization, dagger_client, current_platform
-    ):
-        context = ConnectorContext(
-            pipeline_name="test build",
-            connector=connector_with_base_image_no_build_customization,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    @pytest.fixture
-    def test_context_with_real_connector_using_base_image_with_build_customization(
-        self, connector_with_base_image_with_build_customization, dagger_client, current_platform
-    ):
-        context = ConnectorContext(
-            pipeline_name="test build",
-            connector=connector_with_base_image_with_build_customization,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    @pytest.fixture
-    def connector_without_base_image(self, all_connectors):
-        for connector in all_connectors:
-            if connector.metadata and not connector.metadata.get("connectorBuildOptions", {}).get("baseImage"):
-                return connector
-        pytest.skip("No connector without a connectorBuildOptions.baseImage metadata found")
-
-    @pytest.fixture
-    def test_context_with_real_connector_without_base_image(self, connector_without_base_image, dagger_client, current_platform):
-        context = ConnectorContext(
-            pipeline_name="test build",
-            connector=connector_without_base_image,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    async def test__run_using_base_image_with_mocks(self, mocker, test_context_with_connector_with_base_image, all_platforms):
-        container_built_from_base = mock_container()
-
-        mocker.patch.object(
-            python_connectors.BuildConnectorImages, "_build_from_base_image", mocker.AsyncMock(return_value=container_built_from_base)
-        )
-        mocker.patch.object(python_connectors.BuildConnectorImages, "get_step_result", mocker.AsyncMock())
-        step = python_connectors.BuildConnectorImages(test_context_with_connector_with_base_image)
-        step_result = await step._run()
-        assert step._build_from_base_image.call_count == len(all_platforms)
-        container_built_from_base.with_exec.assert_called_with(["spec"], use_entrypoint=True)
-        assert step_result.status is StepStatus.SUCCESS
-        for platform in all_platforms:
-            assert step_result.output[platform] == container_built_from_base
-
-    @pytest.mark.slow
-    async def test_building_from_base_image_for_real(self, test_context_with_real_connector_using_base_image, current_platform):
-        step = python_connectors.BuildConnectorImages(test_context_with_real_connector_using_base_image)
-        step_result = await step._run()
-        step_result.status is StepStatus.SUCCESS
-        built_container = step_result.output[current_platform]
-        assert await built_container.env_variable("AIRBYTE_ENTRYPOINT") == " ".join(
-            build_customization.get_entrypoint(step.context.connector)
-        )
-        assert await built_container.workdir() == step.PATH_TO_INTEGRATION_CODE
-        assert await built_container.entrypoint() == build_customization.get_entrypoint(step.context.connector)
-        assert (
-            await built_container.label("io.airbyte.version")
-            == test_context_with_real_connector_using_base_image.connector.metadata["dockerImageTag"]
-        )
-        assert (
-            await built_container.label("io.airbyte.name")
-            == test_context_with_real_connector_using_base_image.connector.metadata["dockerRepository"]
-        )
-
-    @pytest.mark.slow
-    async def test_building_from_base_image_with_customization_for_real(
-        self, test_context_with_real_connector_using_base_image_with_build_customization, current_platform
-    ):
-        step = python_connectors.BuildConnectorImages(test_context_with_real_connector_using_base_image_with_build_customization)
-        step_result = await step._run()
-        step_result.status is StepStatus.SUCCESS
-        built_container = step_result.output[current_platform]
-        assert await built_container.env_variable("MY_PRE_BUILD_ENV_VAR") == "my_pre_build_env_var_value"
-        assert await built_container.env_variable("MY_POST_BUILD_ENV_VAR") == "my_post_build_env_var_value"
-
-    async def test__run_using_base_dockerfile_with_mocks(self, mocker, test_context_with_connector_without_base_image, all_platforms):
-        container_built_from_dockerfile = mock_container()
-        mocker.patch.object(
-            python_connectors.BuildConnectorImages, "_build_from_dockerfile", mocker.AsyncMock(return_value=container_built_from_dockerfile)
-        )
-        step = python_connectors.BuildConnectorImages(test_context_with_connector_without_base_image)
-        step_result = await step._run()
-        assert step._build_from_dockerfile.call_count == len(all_platforms)
-        container_built_from_dockerfile.with_exec.assert_called_with(["spec"], use_entrypoint=True)
-        assert step_result.status is StepStatus.SUCCESS
-        for platform in all_platforms:
-            assert step_result.output[platform] == container_built_from_dockerfile
-
-    async def test_building_from_dockerfile_for_real(self, test_context_with_real_connector_without_base_image):
-        step = python_connectors.BuildConnectorImages(test_context_with_real_connector_without_base_image)
-        step_result = await step._run()
-        step_result.status is StepStatus.SUCCESS
diff --git a/airbyte-ci/connectors/pipelines/tests/test_build_image/test_steps/test_common.py b/airbyte-ci/connectors/pipelines/tests/test_build_image/test_steps/test_common.py
deleted file mode 100644
index a2b164436231..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_build_image/test_steps/test_common.py
+++ /dev/null
@@ -1,131 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import os
-
-import dagger
-import docker
-import pytest
-
-from pipelines.airbyte_ci.connectors.build_image.steps import common
-from pipelines.consts import LOCAL_BUILD_PLATFORM
-from pipelines.models.steps import StepStatus
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.mark.slow
-class TestLoadContainerToLocalDockerHost:
-    @pytest.fixture(scope="class")
-    def faker_connector(self, all_connectors):
-        for connector in all_connectors:
-            if connector.technical_name == "source-faker":
-                return connector
-        pytest.fail("Could not find the source-faker connector.")
-
-    @pytest.fixture
-    def test_context(self, mocker, dagger_client, faker_connector, tmp_path):
-        return mocker.Mock(
-            secrets_to_mask=[],
-            dagger_client=dagger_client,
-            connector=faker_connector,
-            host_image_export_dir_path=tmp_path,
-            git_revision="test-revision",
-            diffed_branch="test-branch",
-            git_repo_url="test-repo-url",
-        )
-
-    @pytest.fixture
-    def bad_docker_host(self):
-        original_docker_host = os.environ.get("DOCKER_HOST")
-        yield "tcp://localhost:9999"
-        if original_docker_host:
-            os.environ["DOCKER_HOST"] = original_docker_host
-        else:
-            del os.environ["DOCKER_HOST"]
-
-    @pytest.mark.parametrize(
-        "platforms",
-        [
-            [dagger.Platform("linux/arm64")],
-            [dagger.Platform("linux/amd64")],
-            [dagger.Platform("linux/amd64"), dagger.Platform("linux/arm64")],
-        ],
-    )
-    async def test_run(self, dagger_client, test_context, platforms):
-        """Test that the step runs successfully and that the image is loaded in the local docker host."""
-        built_containers = {
-            platform: dagger_client.container(platform=platform).from_(f'{test_context.connector.metadata["dockerRepository"]}:latest')
-            for platform in platforms
-        }
-        step = common.LoadContainerToLocalDockerHost(test_context)
-
-        assert step.image_tag == "dev"
-        docker_client = docker.from_env()
-        step.image_tag = "test-load-container"
-        for platform in platforms:
-            full_image_name = f"{test_context.connector.metadata['dockerRepository']}:{step.image_tag}-{platform.replace('/', '-')}"
-            try:
-                docker_client.images.remove(full_image_name, force=True)
-            except docker.errors.ImageNotFound:
-                pass
-        result = await step.run(built_containers)
-        assert result.status is StepStatus.SUCCESS
-        multi_platforms = len(platforms) > 1
-        for platform in platforms:
-            if multi_platforms:
-                full_image_name = f"{test_context.connector.metadata['dockerRepository']}:{step.image_tag}-{platform.replace('/', '-')}"
-            else:
-                full_image_name = f"{test_context.connector.metadata['dockerRepository']}:{step.image_tag}"
-            docker_client.images.get(full_image_name)
-
-            # CI can't run docker arm64 containers
-            if platform is LOCAL_BUILD_PLATFORM or (os.environ.get("CI", "false").lower() != "true"):
-                docker_client.containers.run(full_image_name, "spec")
-            docker_client.images.remove(full_image_name, force=True)
-
-    async def test_run_export_failure(self, dagger_client, test_context, mocker):
-        """Test that the step fails if the export of the container fails."""
-        built_containers = {
-            LOCAL_BUILD_PLATFORM: dagger_client.container(platform=LOCAL_BUILD_PLATFORM).from_(
-                f'{test_context.connector.metadata["dockerRepository"]}:latest'
-            )
-        }
-        step = common.LoadContainerToLocalDockerHost(test_context)
-
-        mocker.patch.object(common, "export_container_to_tarball", return_value=(None, None))
-        result = await step.run(built_containers)
-        assert result.status is StepStatus.FAILURE
-        assert "Failed to export the connector image" in result.stderr
-
-    async def test_run_connection_error(self, dagger_client, test_context, bad_docker_host):
-        """Test that the step fails if the connection to the docker host fails."""
-        built_containers = {
-            LOCAL_BUILD_PLATFORM: dagger_client.container(platform=LOCAL_BUILD_PLATFORM).from_(
-                f'{test_context.connector.metadata["dockerRepository"]}:latest'
-            )
-        }
-        step = common.LoadContainerToLocalDockerHost(test_context)
-        os.environ["DOCKER_HOST"] = bad_docker_host
-        result = await step.run(built_containers)
-        assert result.status is StepStatus.FAILURE
-        assert "Something went wrong while interacting with the local docker client" in result.stderr
-
-    async def test_run_import_failure(self, dagger_client, test_context, mocker):
-        """Test that the step fails if the docker import of the tar fails."""
-        built_containers = {
-            LOCAL_BUILD_PLATFORM: dagger_client.container(platform=LOCAL_BUILD_PLATFORM).from_(
-                f'{test_context.connector.metadata["dockerRepository"]}:latest'
-            )
-        }
-        step = common.LoadContainerToLocalDockerHost(test_context)
-        mock_docker_client = mocker.MagicMock()
-        mock_docker_client.api.import_image_from_file.return_value = "bad response"
-        mock_docker_client.images.load.side_effect = docker.errors.DockerException("test error")
-        mocker.patch.object(common.docker, "from_env", return_value=mock_docker_client)
-        result = await step.run(built_containers)
-        assert result.status is StepStatus.FAILURE
-        assert "Something went wrong while interacting with the local docker client: test error" in result.stderr
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog.py b/airbyte-ci/connectors/pipelines/tests/test_changelog.py
deleted file mode 100644
index 4261048276b1..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog.py
+++ /dev/null
@@ -1,110 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-import difflib
-from pathlib import Path
-
-import pytest
-import semver
-
-from pipelines.helpers.changelog import Changelog, ChangelogParsingException
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-PATH_TO_INITIAL_FILES = Path("airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files")
-PATH_TO_RESULT_FILES = Path("airbyte-ci/connectors/pipelines/tests/test_changelog/result_files")
-
-# When WRITE_TO_RESULT_FILE is set to True, all tests below will generate the resulting markdown
-# and write it back to the fixture files.
-# This is useful when you changed the source files and need to regenrate the fixtures.
-# The comparison against target will still fail, but it will succeed on the subsequent test run.
-WRITE_TO_RESULT_FILE = False
-
-
-def check_result(changelog: Changelog, result_filename: str):
-    markdown = changelog.to_markdown()
-    result_filepath = PATH_TO_RESULT_FILES / result_filename
-    if not result_filepath.exists():
-        expected_text = ""
-    else:
-        expected_text = result_filepath.read_text()
-    diff = "".join(difflib.unified_diff(expected_text.splitlines(1), markdown.splitlines(1)))
-    if WRITE_TO_RESULT_FILE:
-        result_file = open(result_filepath, "w")
-        result_file.write(markdown)
-        result_file.close()
-    assert diff == ""
-
-
-def get_changelog(filename: str) -> Changelog:
-    filepath = PATH_TO_INITIAL_FILES / filename
-    return Changelog(open(filepath).read())
-
-
-@pytest.mark.parametrize("filename", ["valid_changelog_at_end.md", "valid_changelog_in_middle.md"])
-def test_single_insert(dagger_client, filename):
-    changelog = get_changelog(filename)
-    changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-01"), 123456, "test")
-    check_result(changelog, "single_insert_" + filename)
-
-
-@pytest.mark.parametrize("filename", ["valid_changelog_at_end.md", "valid_changelog_in_middle.md"])
-def test_insert_duplicate_versions(dagger_client, filename):
-    changelog = get_changelog(filename)
-    changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-01"), 123456, "test1")
-    changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-02"), 123457, "test2")
-    check_result(changelog, "dupicate_versions_" + filename)
-
-
-# This test is disabled because the current implementation allows inserting non number PR numbers.
-# This is because AddChangelogEntry defaults PR number is a string placeholder that is meant to be filled by the pull-request command
-# @pytest.mark.parametrize("filename", ["valid_changelog_at_end.md", "valid_changelog_in_middle.md"])
-# def test_insert_duplicate_version_date(dagger_client, filename):
-#     changelog = get_changelog(filename)
-#     changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-01"), 123456, "test1")
-#     changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-01"), 123457, "test2")
-#     check_result(changelog, "dupicate_version_date_" + filename)
-
-
-@pytest.mark.parametrize("filename", ["valid_changelog_at_end.md", "valid_changelog_in_middle.md"])
-def test_insert_duplicate_entries(dagger_client, filename):
-    changelog = get_changelog(filename)
-    changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-01"), 123456, "test")
-    changelog.add_entry(semver.VersionInfo.parse("3.4.0"), datetime.date.fromisoformat("2024-03-01"), 123456, "test")
-    check_result(changelog, "duplicate_entry_" + filename)
-
-
-@pytest.mark.parametrize("filename", ["valid_changelog_at_end.md", "valid_changelog_in_middle.md"])
-def test_insert_existing_entries(dagger_client, filename):
-    changelog = get_changelog(filename)
-    changelog.add_entry(semver.VersionInfo.parse("3.3.3"), datetime.date.fromisoformat("2024-01-26"), 34573, "Adopt CDK v0.16.0")
-    changelog.add_entry(
-        semver.VersionInfo.parse("3.3.2"),
-        datetime.date.fromisoformat("2024-01-24"),
-        34465,
-        "Check xmin only if user selects xmin sync mode.",
-    )
-    check_result(changelog, "existing_entries_" + filename)
-
-
-@pytest.mark.parametrize("filename", ["no_changelog_header.md", "changelog_header_no_separator.md", "changelog_header_no_newline.md"])
-def test_failure(dagger_client, filename):
-    try:
-        get_changelog(filename)
-        assert False
-    except ChangelogParsingException as e:
-        result_filepath = PATH_TO_RESULT_FILES / filename
-        if not result_filepath.exists():
-            expected_text = ""
-        else:
-            expected_text = result_filepath.read_text()
-        diff = "\n".join(difflib.unified_diff(expected_text.splitlines(), str(e).splitlines()))
-        if WRITE_TO_RESULT_FILE:
-            result_file = open(result_filepath, "w")
-            result_file.write(str(e))
-            result_file.close()
-        assert diff == ""
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/changelog_header_no_newline.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/changelog_header_no_newline.md
deleted file mode 100644
index 3ef88ff3c15a..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/changelog_header_no_newline.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-  | Version | Date | Pull Request | Subject |
-  |---------|------------|----------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-  | 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-  | 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-  | 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-  | 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/changelog_header_no_separator.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/changelog_header_no_separator.md
deleted file mode 100644
index 2f8ba0ddb515..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/changelog_header_no_separator.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date | Pull Request | Subject |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/no_changelog_header.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/no_changelog_header.md
deleted file mode 100644
index 7bf38a05bbf8..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/no_changelog_header.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-|---------|------------|----------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/valid_changelog_at_end.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/valid_changelog_at_end.md
deleted file mode 100644
index b74f996a7839..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/valid_changelog_at_end.md
+++ /dev/null
@@ -1,12 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.3.3   | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0                               |
-| 3.3.2   | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1   | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5.                  |
-| 3.3.0   | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag                        |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/valid_changelog_in_middle.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/valid_changelog_in_middle.md
deleted file mode 100644
index 38d22f55c644..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/initial_files/valid_changelog_in_middle.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.3.3   | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0                               |
-| 3.3.2   | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1   | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5.                  |
-| 3.3.0   | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag                        |
-
-Laurem Ipsum blah blah
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/changelog_header_no_newline.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/changelog_header_no_newline.md
deleted file mode 100644
index 922753a1706d..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/changelog_header_no_newline.md
+++ /dev/null
@@ -1 +0,0 @@
-Found changelog section table in the documentation file at line but there is not blank line before it.
\ No newline at end of file
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/changelog_header_no_separator.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/changelog_header_no_separator.md
deleted file mode 100644
index 06e63e850542..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/changelog_header_no_separator.md
+++ /dev/null
@@ -1 +0,0 @@
-The changelog table in the documentation file is missing the header delimiter.
\ No newline at end of file
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_version_date_valid_changelog_at_end.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_version_date_valid_changelog_at_end.md
deleted file mode 100644
index a82790ed851c..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_version_date_valid_changelog_at_end.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-01 | [123457](https://github.com/airbytehq/airbyte/pull/123457) | test2 |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test1 |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_version_date_valid_changelog_in_middle.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_version_date_valid_changelog_in_middle.md
deleted file mode 100644
index 52fa93f9ff63..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_version_date_valid_changelog_in_middle.md
+++ /dev/null
@@ -1,16 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-01 | [123457](https://github.com/airbytehq/airbyte/pull/123457) | test2 |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test1 |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
-
-Laurem Ipsum blah blah
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_versions_valid_changelog_at_end.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_versions_valid_changelog_at_end.md
deleted file mode 100644
index f9c07afa2967..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_versions_valid_changelog_at_end.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-02 | [123457](https://github.com/airbytehq/airbyte/pull/123457) | test2 |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test1 |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_versions_valid_changelog_in_middle.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_versions_valid_changelog_in_middle.md
deleted file mode 100644
index cfd750b9b023..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/dupicate_versions_valid_changelog_in_middle.md
+++ /dev/null
@@ -1,16 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-02 | [123457](https://github.com/airbytehq/airbyte/pull/123457) | test2 |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test1 |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
-
-Laurem Ipsum blah blah
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/duplicate_entry_valid_changelog_at_end.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/duplicate_entry_valid_changelog_at_end.md
deleted file mode 100644
index 2064364cae33..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/duplicate_entry_valid_changelog_at_end.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/duplicate_entry_valid_changelog_in_middle.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/duplicate_entry_valid_changelog_in_middle.md
deleted file mode 100644
index 404d5a0965aa..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/duplicate_entry_valid_changelog_in_middle.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
-
-Laurem Ipsum blah blah
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/existing_entries_valid_changelog_at_end.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/existing_entries_valid_changelog_at_end.md
deleted file mode 100644
index b497d1a2e5d8..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/existing_entries_valid_changelog_at_end.md
+++ /dev/null
@@ -1,12 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/existing_entries_valid_changelog_in_middle.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/existing_entries_valid_changelog_in_middle.md
deleted file mode 100644
index e4d5be7fd6da..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/existing_entries_valid_changelog_in_middle.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
-
-Laurem Ipsum blah blah
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/no_changelog_header.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/no_changelog_header.md
deleted file mode 100644
index b5212669f2b0..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/no_changelog_header.md
+++ /dev/null
@@ -1 +0,0 @@
-Could not find the changelog section table in the documentation file.
\ No newline at end of file
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/single_insert_valid_changelog_at_end.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/single_insert_valid_changelog_at_end.md
deleted file mode 100644
index 2064364cae33..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/single_insert_valid_changelog_at_end.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
diff --git a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/single_insert_valid_changelog_in_middle.md b/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/single_insert_valid_changelog_in_middle.md
deleted file mode 100644
index 404d5a0965aa..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_changelog/result_files/single_insert_valid_changelog_in_middle.md
+++ /dev/null
@@ -1,15 +0,0 @@
-# Postgres
-
-Airbyte's certified Postgres connector offers the following features:
-
-- Replicate data from tables, views and materilized views. Other data objects won't be replicated to the destination like indexes, permissions.
-
-| Version | Date       | Pull Request                                             | Subject                                         |
-| ------- | ---------- | -------------------------------------------------------- | ----------------------------------------------- |
-| 3.4.0 | 2024-03-01 | [123456](https://github.com/airbytehq/airbyte/pull/123456) | test |
-| 3.3.3 | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0 |
-| 3.3.2 | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode. |
-| 3.3.1 | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5. |
-| 3.3.0 | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag |
-
-Laurem Ipsum blah blah
diff --git a/airbyte-ci/connectors/pipelines/tests/test_cli/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_cli/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_cli/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_cli/test_click_decorators.py b/airbyte-ci/connectors/pipelines/tests/test_cli/test_click_decorators.py
deleted file mode 100644
index 3aa7ecfeecdb..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_cli/test_click_decorators.py
+++ /dev/null
@@ -1,85 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import asyncclick as click
-import pytest
-from asyncclick.testing import CliRunner
-
-from pipelines.cli.click_decorators import click_append_to_context_object, click_ignore_unused_kwargs, click_merge_args_into_context_obj
-
-
-@pytest.mark.anyio
-async def test_click_append_to_context_object():
-    runner = CliRunner()
-
-    def get_value(ctx):
-        return "got"
-
-    async def get_async_value(ctx):
-        return "async_got"
-
-    @click.command(name="test-command")
-    @click_append_to_context_object("get", get_value)
-    @click_append_to_context_object("async_get", get_async_value)
-    @click_append_to_context_object("foo", "bar")
-    @click_append_to_context_object("baz", lambda _ctx: "qux")
-    @click_append_to_context_object("foo2", lambda ctx: ctx.obj.get("foo") + "2")
-    async def test_command():
-        ctx = click.get_current_context()
-        assert ctx.obj["foo"] == "bar"
-        assert ctx.obj["baz"] == "qux"
-        assert ctx.obj["foo2"] == "bar2"
-        assert ctx.obj["get"] == "got"
-        assert ctx.obj["async_get"] == "async_got"
-
-    @click.command(name="test-command")
-    @click_append_to_context_object("get", get_value)
-    @click_append_to_context_object("async_get", get_async_value)
-    @click_append_to_context_object("foo", "bar")
-    @click_append_to_context_object("baz", lambda _ctx: "qux")
-    @click_append_to_context_object("foo2", lambda ctx: ctx.obj.get("foo") + "2")
-    async def test_command_async():
-        ctx = click.get_current_context()
-        assert ctx.obj["foo"] == "bar"
-        assert ctx.obj["baz"] == "qux"
-        assert ctx.obj["foo2"] == "bar2"
-        assert ctx.obj["get"] == "got"
-        assert ctx.obj["async_get"] == "async_got"
-
-    result = await runner.invoke(test_command)
-    assert result.exit_code == 0
-
-    result_async = await runner.invoke(test_command_async)
-    assert result_async.exit_code == 0
-
-
-@pytest.mark.anyio
-async def test_click_ignore_unused_kwargs():
-    @click_ignore_unused_kwargs
-    def decorated_function(a, b):
-        return a + b
-
-    # Test that the decorated function works as expected with matching kwargs
-    assert decorated_function(a=1, b=2) == 3
-
-    # Test that the decorated function ignores unmatched kwargs
-    assert decorated_function(a=1, b=2, c=3) == 3
-
-
-@pytest.mark.anyio
-async def test_click_merge_args_into_context_obj():
-    runner = CliRunner()
-
-    @click.command(name="test-command")
-    @click.option("--foo", help="foo option")
-    @click.option("--bar", help="bar option")
-    @click_merge_args_into_context_obj
-    @click_ignore_unused_kwargs
-    async def test_command(foo, bar):
-        ctx = click.get_current_context()
-        assert ctx.obj["foo"] == foo
-        assert ctx.obj["bar"] == bar
-
-    result = await runner.invoke(test_command, ["--foo", "hello", "--bar", "world"])
-    assert result.exit_code == 0
diff --git a/airbyte-ci/connectors/pipelines/tests/test_commands/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_commands/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_commands/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_commands/test_groups/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_commands/test_groups/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_commands/test_groups/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_commands/test_groups/test_connectors.py b/airbyte-ci/connectors/pipelines/tests/test_commands/test_groups/test_connectors.py
deleted file mode 100644
index b3f3b2057712..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_commands/test_groups/test_connectors.py
+++ /dev/null
@@ -1,346 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import Callable
-
-import asyncclick as click
-import pytest
-from asyncclick.testing import CliRunner
-from connector_ops.utils import METADATA_FILE_NAME, ConnectorLanguage
-
-from pipelines.airbyte_ci.connectors import commands as connectors_commands
-from pipelines.airbyte_ci.connectors.build_image import commands as connectors_build_command
-from pipelines.airbyte_ci.connectors.publish import commands as connectors_publish_command
-from pipelines.airbyte_ci.connectors.test import commands as connectors_test_command
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles
-from pipelines.models.secrets import InMemorySecretStore
-from tests.utils import pick_a_random_connector, pick_a_strict_encrypt_variant_pair
-
-
-@pytest.fixture(scope="session")
-def runner():
-    return CliRunner()
-
-
-def test_get_selected_connectors_by_name_no_file_modification():
-    connector = pick_a_random_connector()
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(connector.technical_name,),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=set(),
-    )
-
-    has_strict_encrypt_variant = any("-strict-encrypt" in c.technical_name for c in selected_connectors)
-    if has_strict_encrypt_variant:
-        assert len(selected_connectors) == 2
-    else:
-        assert len(selected_connectors) == 1
-
-    assert isinstance(selected_connectors[0], ConnectorWithModifiedFiles)
-    assert selected_connectors[0].technical_name == connector.technical_name
-    assert not selected_connectors[0].modified_files
-
-
-def test_get_selected_connectors_by_support_level_no_file_modification():
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=["certified"],
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=set(),
-    )
-
-    set([c.support_level for c in selected_connectors]) == {"certified"}
-
-
-def test_get_selected_connectors_by_language_no_file_modification():
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=(),
-        selected_languages=(ConnectorLanguage.LOW_CODE,),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=set(),
-    )
-
-    set([c.language for c in selected_connectors]) == {ConnectorLanguage.LOW_CODE}
-
-
-def test_get_selected_connectors_by_name_with_file_modification():
-    connector = pick_a_random_connector()
-    modified_files = {connector.code_directory / "setup.py"}
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(connector.technical_name,),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-
-    assert len(selected_connectors) == 1
-    assert isinstance(selected_connectors[0], ConnectorWithModifiedFiles)
-    assert selected_connectors[0].technical_name == connector.technical_name
-    assert selected_connectors[0].modified_files == modified_files
-
-
-def test_get_selected_connectors_by_name_and_support_level_or_languages_leads_to_intersection():
-    connector = pick_a_random_connector()
-    modified_files = {connector.code_directory / "setup.py"}
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(connector.technical_name,),
-        selected_support_levels=(connector.support_level,),
-        selected_languages=(connector.language,),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-
-    assert len(selected_connectors) == 1
-
-
-@pytest.mark.flaky
-def test_get_selected_connectors_with_modified():
-    first_modified_connector = pick_a_random_connector()
-    second_modified_connector = pick_a_random_connector(other_picked_connectors=[first_modified_connector])
-    modified_files = {first_modified_connector.code_directory / "setup.py", second_modified_connector.code_directory / "setup.py"}
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=True,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-
-    assert len(selected_connectors) == 2
-
-
-def test_get_selected_connectors_with_modified_and_language():
-    first_modified_connector = pick_a_random_connector(language=ConnectorLanguage.PYTHON)
-    second_modified_connector = pick_a_random_connector(language=ConnectorLanguage.JAVA, other_picked_connectors=[first_modified_connector])
-    modified_files = {first_modified_connector.code_directory / "setup.py", second_modified_connector.code_directory / "setup.py"}
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=(),
-        selected_languages=(ConnectorLanguage.JAVA,),
-        modified=True,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-    has_strict_encrypt_variant = any("-strict-encrypt" in c.technical_name for c in selected_connectors)
-    if has_strict_encrypt_variant:
-        assert len(selected_connectors) == 2
-    else:
-        assert len(selected_connectors) == 1
-        assert selected_connectors[0].technical_name == second_modified_connector.technical_name
-
-
-def test_get_selected_connectors_with_modified_and_support_level():
-    first_modified_connector = pick_a_random_connector(support_level="community")
-    second_modified_connector = pick_a_random_connector(support_level="certified", other_picked_connectors=[first_modified_connector])
-    modified_files = {first_modified_connector.code_directory / "setup.py", second_modified_connector.code_directory / "setup.py"}
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=["certified"],
-        selected_languages=(),
-        modified=True,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-    has_strict_encrypt_variant = any("-strict-encrypt" in c.technical_name for c in selected_connectors)
-    if has_strict_encrypt_variant:
-        assert len(selected_connectors) == 2
-    else:
-        assert len(selected_connectors) == 1
-        assert selected_connectors[0].technical_name == second_modified_connector.technical_name
-
-
-def test_get_selected_connectors_with_modified_and_metadata_only():
-    first_modified_connector = pick_a_random_connector()
-    second_modified_connector = pick_a_random_connector(other_picked_connectors=[first_modified_connector])
-    modified_files = {
-        first_modified_connector.code_directory / "setup.py",
-        second_modified_connector.code_directory / METADATA_FILE_NAME,
-        second_modified_connector.code_directory / "setup.py",
-    }
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=True,
-        metadata_changes_only=True,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-
-    has_strict_encrypt_variant = any("-strict-encrypt" in c.technical_name for c in selected_connectors)
-    if has_strict_encrypt_variant:
-        assert len(selected_connectors) == 2
-    else:
-        assert len(selected_connectors) == 1
-        assert selected_connectors[0].technical_name == second_modified_connector.technical_name
-        assert selected_connectors[0].modified_files == {
-            second_modified_connector.code_directory / METADATA_FILE_NAME,
-            second_modified_connector.code_directory / "setup.py",
-        }
-
-
-def test_get_selected_connectors_with_metadata_only():
-    first_modified_connector = pick_a_random_connector()
-    second_modified_connector = pick_a_random_connector(other_picked_connectors=[first_modified_connector])
-    modified_files = {
-        first_modified_connector.code_directory / "setup.py",
-        second_modified_connector.code_directory / METADATA_FILE_NAME,
-        second_modified_connector.code_directory / "setup.py",
-    }
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=True,
-        metadata_query=None,
-        modified_files=modified_files,
-    )
-    has_strict_encrypt_variant = any("-strict-encrypt" in c.technical_name for c in selected_connectors)
-    if has_strict_encrypt_variant:
-        assert len(selected_connectors) == 2
-    else:
-        assert len(selected_connectors) == 1
-        assert selected_connectors[0].technical_name == second_modified_connector.technical_name
-        assert selected_connectors[0].modified_files == {
-            second_modified_connector.code_directory / METADATA_FILE_NAME,
-            second_modified_connector.code_directory / "setup.py",
-        }
-
-
-def test_get_selected_connectors_with_metadata_query():
-    connector = pick_a_random_connector()
-    metadata_query = f"data.dockerRepository == '{connector.metadata['dockerRepository']}'"
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=metadata_query,
-        modified_files=set(),
-    )
-
-    assert len(selected_connectors) == 1
-    assert isinstance(selected_connectors[0], ConnectorWithModifiedFiles)
-    assert selected_connectors[0].technical_name == connector.technical_name
-    assert not selected_connectors[0].modified_files
-
-
-def test_strict_encrypt_variant_is_selected():
-    main_connector, strict_encrypt_variant = pick_a_strict_encrypt_variant_pair()
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(main_connector.technical_name,),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files={},
-    )
-    assert len(selected_connectors) == 2
-    selected_names = [c.technical_name for c in selected_connectors]
-    assert main_connector.technical_name in selected_names
-    assert strict_encrypt_variant.technical_name in selected_names
-
-
-def test_main_connector_selected_when_variant_is_selected():
-    main_connector, strict_encrypt_variant = pick_a_strict_encrypt_variant_pair()
-    selected_connectors = connectors_commands.get_selected_connectors_with_modified_files(
-        selected_names=(strict_encrypt_variant.technical_name,),
-        selected_support_levels=(),
-        selected_languages=(),
-        modified=False,
-        metadata_changes_only=False,
-        metadata_query=None,
-        modified_files={},
-    )
-    assert len(selected_connectors) == 2
-    selected_names = [c.technical_name for c in selected_connectors]
-    assert main_connector.technical_name in selected_names
-    assert strict_encrypt_variant.technical_name in selected_names
-
-
-@pytest.fixture()
-def in_memory_secret_store():
-    store = InMemorySecretStore()
-    store.add_secret("docker_hub_username", "foo")
-    store.add_secret("docker_hub_password", "bar")
-    return store
-
-
-@pytest.fixture()
-def click_context_obj(in_memory_secret_store):
-    return {
-        "git_branch": "test_branch",
-        "git_revision": "test_revision",
-        "pipeline_start_timestamp": 0,
-        "ci_context": "manual",
-        "show_dagger_logs": False,
-        "is_local": True,
-        "is_ci": False,
-        "select_modified_connectors": False,
-        "selected_connectors_with_modified_files": {},
-        "gha_workflow_run_url": None,
-        "ci_report_bucket_name": None,
-        "ci_gcp_credentials": None,
-        "execute_timeout": 0,
-        "concurrency": 1,
-        "ci_git_user": None,
-        "ci_github_access_token": None,
-        "docker_hub_username": "foo",
-        "diffed_branch": "master",
-        "git_repo_url": "https://github.com/airbytehq/airbyte",
-        "docker_hub_password": "bar",
-        "secret_stores": {"in_memory": in_memory_secret_store},
-    }
-
-
-@pytest.mark.parametrize(
-    "command, command_args",
-    [
-        (connectors_test_command.test, []),
-        (connectors_build_command.build, []),
-    ],
-)
-@pytest.mark.anyio
-async def test_commands_do_not_override_connector_selection(
-    mocker, runner: CliRunner, click_context_obj: dict, command: Callable, command_args: list
-):
-    """
-    This test is here to make sure that the commands do not override the connector selection
-    This is important because we want to control the connector selection in a single place.
-    """
-
-    selected_connector = mocker.MagicMock()
-    click_context_obj["selected_connectors_with_modified_files"] = [selected_connector]
-
-    mocker.patch.object(click, "confirm")
-    mock_connector_context = mocker.MagicMock()
-    mocker.patch.object(connectors_test_command, "ConnectorTestContext", mock_connector_context)
-    mocker.patch.object(connectors_build_command, "ConnectorContext", mock_connector_context)
-    mocker.patch.object(connectors_publish_command, "PublishConnectorContext", mock_connector_context)
-    await runner.invoke(command, command_args, catch_exceptions=False, obj=click_context_obj)
-    assert mock_connector_context.call_count == 1
-    # If the connector selection is overriden the context won't be instantiated with the selected connector mock instance
-    assert mock_connector_context.call_args_list[0].kwargs["connector"] == selected_connector
diff --git a/airbyte-ci/connectors/pipelines/tests/test_dagger/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_dagger/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_dagger/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/test_python/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/test_python/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/test_python/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/test_python/test_common.py b/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/test_python/test_common.py
deleted file mode 100644
index cbba74169eea..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_dagger/test_actions/test_python/test_common.py
+++ /dev/null
@@ -1,63 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-import datetime
-
-import asyncclick as click
-import pytest
-import requests
-
-from pipelines.airbyte_ci.connectors.build_image.steps.python_connectors import BuildConnectorImages
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.dagger.actions.python import common
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture(scope="module")
-def latest_cdk_version():
-    cdk_pypi_url = "https://pypi.org/pypi/airbyte-cdk/json"
-    response = requests.get(cdk_pypi_url)
-    response.raise_for_status()
-    package_info = response.json()
-    return package_info["info"]["version"]
-
-
-@pytest.fixture(scope="module")
-def python_connector_with_setup_not_latest_cdk(all_connectors):
-    for connector in all_connectors:
-        if (
-            connector.metadata.get("connectorBuildOptions", False)
-            # We want to select a connector with a base image version >= 2.0.0 to use Python 3.10
-            and not connector.metadata.get("connectorBuildOptions", {})
-            .get("baseImage", "")
-            .startswith("docker.io/airbyte/python-connector-base:1.")
-            and connector.language == "python"
-            and connector.code_directory.joinpath("setup.py").exists()
-        ):
-            return connector
-    pytest.skip("No python connector with setup.py and not latest cdk version found")
-
-
-@pytest.fixture(scope="module")
-def context_with_setup(dagger_client, python_connector_with_setup_not_latest_cdk):
-    context = ConnectorContext(
-        pipeline_name="test python common",
-        connector=python_connector_with_setup_not_latest_cdk,
-        git_branch="test",
-        git_revision="test",
-        diffed_branch="test",
-        git_repo_url="test",
-        report_output_prefix="test",
-        is_local=True,
-        pipeline_start_timestamp=datetime.datetime.now().isoformat(),
-    )
-    context.dagger_client = dagger_client
-    return context
-
-
-@pytest.fixture(scope="module")
-def python_connector_base_image_address(python_connector_with_setup_not_latest_cdk):
-    return python_connector_with_setup_not_latest_cdk.metadata["connectorBuildOptions"]["baseImage"]
diff --git a/airbyte-ci/connectors/pipelines/tests/test_gradle.py b/airbyte-ci/connectors/pipelines/tests/test_gradle.py
deleted file mode 100644
index 2dfca48de061..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_gradle.py
+++ /dev/null
@@ -1,43 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from __future__ import annotations
-
-from pathlib import Path
-
-import pytest
-
-import pipelines.helpers.connectors.modifed
-from pipelines.airbyte_ci.steps import gradle
-from pipelines.models import steps
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-class TestGradleTask:
-    class DummyStep(gradle.GradleTask):
-        gradle_task_name = "dummyTask"
-        title = "Dummy Step"
-
-        async def _run(self) -> steps.StepResult:
-            return steps.StepResult(step=self, status=steps.StepStatus.SUCCESS)
-
-    @pytest.fixture
-    def test_context(self, mocker, dagger_client):
-        return mocker.Mock(
-            secrets_to_mask=[],
-            dagger_client=dagger_client,
-            connector=pipelines.helpers.connectors.modifed.ConnectorWithModifiedFiles(
-                "source-postgres", frozenset({Path("airbyte-integrations/connectors/source-postgres/metadata.yaml")})
-            ),
-        )
-
-    def test_params(self, test_context):
-        step = self.DummyStep(test_context)
-        step.extra_params = {"-x": ["dummyTask", "dummyTask2"]}
-        assert set(step.params_as_cli_options) == {
-            "-x=dummyTask",
-            "-x=dummyTask2",
-        }
diff --git a/airbyte-ci/connectors/pipelines/tests/test_helpers/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_helpers/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_helpers/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/__init__.py
deleted file mode 100644
index e69de29bb2d1..000000000000
diff --git a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/test_argument_parsing.py b/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/test_argument_parsing.py
deleted file mode 100644
index a8630cb7988b..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/test_argument_parsing.py
+++ /dev/null
@@ -1,37 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import enum
-import time
-
-import anyio
-import pytest
-
-from pipelines.helpers.execution import argument_parsing
-
-
-class SupportedStepIds(enum.Enum):
-    STEP1 = "step1"
-    STEP2 = "step2"
-    STEP3 = "step3"
-
-
-def test_build_extra_params_mapping(mocker):
-    ctx = mocker.Mock()
-    argument = mocker.Mock()
-
-    raw_extra_params = (
-        "--step1.param1=value1",
-        "--step2.param2=value2",
-        "--step3.param3=value3",
-        "--step1.param4",
-    )
-
-    result = argument_parsing.build_extra_params_mapping(SupportedStepIds)(ctx, argument, raw_extra_params)
-
-    expected_result = {
-        SupportedStepIds.STEP1.value: {"param1": ["value1"], "param4": []},
-        SupportedStepIds.STEP2.value: {"param2": ["value2"]},
-        SupportedStepIds.STEP3.value: {"param3": ["value3"]},
-    }
-
-    assert result == expected_result
diff --git a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/test_run_steps.py b/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/test_run_steps.py
deleted file mode 100644
index 93cb3ace8ace..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_execution/test_run_steps.py
+++ /dev/null
@@ -1,439 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import time
-
-import anyio
-import pytest
-from exceptiongroup import ExceptionGroup
-
-from pipelines.helpers.execution.run_steps import InvalidStepConfiguration, RunStepOptions, StepToRun, run_steps
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from pipelines.models.steps import Step, StepResult, StepStatus
-
-test_context = PipelineContext(
-    pipeline_name="test",
-    is_local=True,
-    git_branch="test",
-    git_revision="test",
-    diffed_branch="test",
-    git_repo_url="test",
-    report_output_prefix="test",
-)
-
-
-class TestStep(Step):
-    title = "Test Step"
-
-    async def _run(self, result_status=StepStatus.SUCCESS) -> StepResult:
-        return StepResult(step=self, status=result_status)
-
-
-@pytest.mark.anyio
-@pytest.mark.parametrize(
-    "desc, steps, expected_results, options",
-    [
-        (
-            "All consecutive steps succeed",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [StepToRun(id="step2", step=TestStep(test_context))],
-                [StepToRun(id="step3", step=TestStep(test_context))],
-                [StepToRun(id="step4", step=TestStep(test_context))],
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.SUCCESS, "step3": StepStatus.SUCCESS, "step4": StepStatus.SUCCESS},
-            RunStepOptions(fail_fast=True),
-        ),
-        (
-            "Steps all succeed with parallel steps",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [
-                    StepToRun(id="step2", step=TestStep(test_context)),
-                    StepToRun(id="step3", step=TestStep(test_context)),
-                ],
-                [StepToRun(id="step4", step=TestStep(test_context))],
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.SUCCESS, "step3": StepStatus.SUCCESS, "step4": StepStatus.SUCCESS},
-            RunStepOptions(fail_fast=True),
-        ),
-        (
-            "Steps after a failed step are skipped, when fail_fast is True",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [StepToRun(id="step2", step=TestStep(test_context), args={"result_status": StepStatus.FAILURE})],
-                [StepToRun(id="step3", step=TestStep(test_context))],
-                [StepToRun(id="step4", step=TestStep(test_context))],
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.FAILURE, "step3": StepStatus.SKIPPED, "step4": StepStatus.SKIPPED},
-            RunStepOptions(fail_fast=True),
-        ),
-        (
-            "Steps after a failed step are not skipped, when fail_fast is False",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [StepToRun(id="step2", step=TestStep(test_context), args={"result_status": StepStatus.FAILURE})],
-                [StepToRun(id="step3", step=TestStep(test_context))],
-                [StepToRun(id="step4", step=TestStep(test_context))],
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.FAILURE, "step3": StepStatus.SUCCESS, "step4": StepStatus.SUCCESS},
-            RunStepOptions(fail_fast=False),
-        ),
-        (
-            "fail fast has no effect on parallel steps",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [
-                    StepToRun(id="step2", step=TestStep(test_context)),
-                    StepToRun(id="step3", step=TestStep(test_context)),
-                ],
-                [StepToRun(id="step4", step=TestStep(test_context))],
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.SUCCESS, "step3": StepStatus.SUCCESS, "step4": StepStatus.SUCCESS},
-            RunStepOptions(fail_fast=False),
-        ),
-        (
-            "Nested parallel steps execute properly",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [
-                    [StepToRun(id="step2", step=TestStep(test_context))],
-                    [StepToRun(id="step3", step=TestStep(test_context))],
-                    [
-                        StepToRun(id="step4", step=TestStep(test_context)),
-                        StepToRun(id="step5", step=TestStep(test_context)),
-                    ],
-                ],
-                [StepToRun(id="step6", step=TestStep(test_context))],
-            ],
-            {
-                "step1": StepStatus.SUCCESS,
-                "step2": StepStatus.SUCCESS,
-                "step3": StepStatus.SUCCESS,
-                "step4": StepStatus.SUCCESS,
-                "step5": StepStatus.SUCCESS,
-                "step6": StepStatus.SUCCESS,
-            },
-            RunStepOptions(fail_fast=True),
-        ),
-        (
-            "When fail_fast is True, nested parallel steps skip at the first failure",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [
-                    [StepToRun(id="step2", step=TestStep(test_context))],
-                    [StepToRun(id="step3", step=TestStep(test_context))],
-                    [
-                        StepToRun(id="step4", step=TestStep(test_context)),
-                        StepToRun(id="step5", step=TestStep(test_context), args={"result_status": StepStatus.FAILURE}),
-                    ],
-                ],
-                [StepToRun(id="step6", step=TestStep(test_context))],
-            ],
-            {
-                "step1": StepStatus.SUCCESS,
-                "step2": StepStatus.SUCCESS,
-                "step3": StepStatus.SUCCESS,
-                "step4": StepStatus.SUCCESS,
-                "step5": StepStatus.FAILURE,
-                "step6": StepStatus.SKIPPED,
-            },
-            RunStepOptions(fail_fast=True),
-        ),
-        (
-            "When fail_fast is False, nested parallel steps do not skip at the first failure",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [
-                    [StepToRun(id="step2", step=TestStep(test_context))],
-                    [StepToRun(id="step3", step=TestStep(test_context))],
-                    [
-                        StepToRun(id="step4", step=TestStep(test_context)),
-                        StepToRun(id="step5", step=TestStep(test_context), args={"result_status": StepStatus.FAILURE}),
-                    ],
-                ],
-                [StepToRun(id="step6", step=TestStep(test_context))],
-            ],
-            {
-                "step1": StepStatus.SUCCESS,
-                "step2": StepStatus.SUCCESS,
-                "step3": StepStatus.SUCCESS,
-                "step4": StepStatus.SUCCESS,
-                "step5": StepStatus.FAILURE,
-                "step6": StepStatus.SUCCESS,
-            },
-            RunStepOptions(fail_fast=False),
-        ),
-        (
-            "When fail_fast is False, consecutive steps still operate as expected",
-            [
-                StepToRun(id="step1", step=TestStep(test_context)),
-                StepToRun(id="step2", step=TestStep(test_context)),
-                StepToRun(id="step3", step=TestStep(test_context)),
-                StepToRun(id="step4", step=TestStep(test_context)),
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.SUCCESS, "step3": StepStatus.SUCCESS, "step4": StepStatus.SUCCESS},
-            RunStepOptions(fail_fast=False),
-        ),
-        (
-            "skip_steps skips the specified steps",
-            [
-                StepToRun(id="step1", step=TestStep(test_context)),
-                StepToRun(id="step2", step=TestStep(test_context)),
-                StepToRun(id="step3", step=TestStep(test_context)),
-                StepToRun(id="step4", step=TestStep(test_context)),
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.SKIPPED, "step3": StepStatus.SUCCESS, "step4": StepStatus.SUCCESS},
-            RunStepOptions(fail_fast=False, skip_steps=["step2"]),
-        ),
-        (
-            "step is skipped if the dependency fails",
-            [
-                [StepToRun(id="step1", step=TestStep(test_context))],
-                [StepToRun(id="step2", step=TestStep(test_context), args={"result_status": StepStatus.FAILURE})],
-                [StepToRun(id="step3", step=TestStep(test_context), depends_on=["step2"])],
-            ],
-            {"step1": StepStatus.SUCCESS, "step2": StepStatus.FAILURE, "step3": StepStatus.SKIPPED},
-            RunStepOptions(fail_fast=False),
-        ),
-    ],
-)
-async def test_run_steps_output(desc, steps, expected_results, options):
-    results = await run_steps(steps, options=options)
-
-    for step_id, expected_status in expected_results.items():
-        assert results[step_id].status == expected_status, desc
-
-
-@pytest.mark.anyio
-async def test_run_steps_throws_on_invalid_order():
-    concurrent_steps = [
-        StepToRun(id="step1", step=TestStep(test_context)),
-        StepToRun(id="step2", step=TestStep(test_context), depends_on=["step1"]),
-    ]
-
-    with pytest.raises(InvalidStepConfiguration):
-        await run_steps(concurrent_steps)
-
-
-@pytest.mark.anyio
-async def test_run_steps_concurrent():
-    ran_at = {}
-
-    class SleepStep(Step):
-        title = "Sleep Step"
-
-        async def _run(self, name, sleep) -> StepResult:
-            await anyio.sleep(sleep)
-            ran_at[name] = time.time()
-            return StepResult(step=self, status=StepStatus.SUCCESS)
-
-    steps = [
-        StepToRun(id="step1", step=SleepStep(test_context), args={"name": "step1", "sleep": 2}),
-        StepToRun(id="step2", step=SleepStep(test_context), args={"name": "step2", "sleep": 2}),
-        StepToRun(id="step3", step=SleepStep(test_context), args={"name": "step3", "sleep": 2}),
-        StepToRun(id="step4", step=SleepStep(test_context), args={"name": "step4", "sleep": 0}),
-    ]
-
-    await run_steps(steps)
-
-    # assert that step4 is the first step to finish
-    assert ran_at["step4"] < ran_at["step1"]
-    assert ran_at["step4"] < ran_at["step2"]
-    assert ran_at["step4"] < ran_at["step3"]
-
-
-@pytest.mark.anyio
-async def test_run_steps_concurrency_of_1():
-    ran_at = {}
-
-    class SleepStep(Step):
-        title = "Sleep Step"
-
-        async def _run(self, name, sleep) -> StepResult:
-            ran_at[name] = time.time()
-            await anyio.sleep(sleep)
-            return StepResult(step=self, status=StepStatus.SUCCESS)
-
-    steps = [
-        StepToRun(id="step1", step=SleepStep(test_context), args={"name": "step1", "sleep": 1}),
-        StepToRun(id="step2", step=SleepStep(test_context), args={"name": "step2", "sleep": 1}),
-        StepToRun(id="step3", step=SleepStep(test_context), args={"name": "step3", "sleep": 1}),
-        StepToRun(id="step4", step=SleepStep(test_context), args={"name": "step4", "sleep": 1}),
-    ]
-
-    await run_steps(steps, options=RunStepOptions(concurrency=1))
-
-    # Assert that they run sequentially
-    assert ran_at["step1"] < ran_at["step2"]
-    assert ran_at["step2"] < ran_at["step3"]
-    assert ran_at["step3"] < ran_at["step4"]
-
-
-@pytest.mark.anyio
-async def test_run_steps_sequential():
-    ran_at = {}
-
-    class SleepStep(Step):
-        title = "Sleep Step"
-
-        async def _run(self, name, sleep) -> StepResult:
-            await anyio.sleep(sleep)
-            ran_at[name] = time.time()
-            return StepResult(step=self, status=StepStatus.SUCCESS)
-
-    steps = [
-        [StepToRun(id="step1", step=SleepStep(test_context), args={"name": "step1", "sleep": 1})],
-        [StepToRun(id="step1", step=SleepStep(test_context), args={"name": "step2", "sleep": 1})],
-        [StepToRun(id="step3", step=SleepStep(test_context), args={"name": "step3", "sleep": 1})],
-        [StepToRun(id="step4", step=SleepStep(test_context), args={"name": "step4", "sleep": 0})],
-    ]
-
-    await run_steps(steps)
-
-    # assert that steps are run in order
-    assert ran_at["step1"] < ran_at["step2"]
-    assert ran_at["step2"] < ran_at["step3"]
-    assert ran_at["step3"] < ran_at["step4"]
-
-
-@pytest.mark.anyio
-async def test_run_steps_passes_results():
-    """
-    Example pattern
-        StepToRun(
-            id=CONNECTOR_TEST_STEP_ID.INTEGRATION,
-            step=IntegrationTests(context),
-            args=_create_integration_step_args_factory(context),
-            depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-        ),
-        StepToRun(
-            id=CONNECTOR_TEST_STEP_ID.ACCEPTANCE,
-            step=AcceptanceTests(context, True),
-            args=lambda results: {"connector_under_test_container": results[CONNECTOR_TEST_STEP_ID.BUILD].output[LOCAL_BUILD_PLATFORM]},
-            depends_on=[CONNECTOR_TEST_STEP_ID.BUILD],
-        ),
-
-    """
-
-    class Simple(Step):
-        title = "Test Step"
-
-        async def _run(self, arg1, arg2) -> StepResult:
-            output = f"{arg1}:{arg2}"
-            return StepResult(step=self, status=StepStatus.SUCCESS, output=output)
-
-    async def async_args(results):
-        return {"arg1": results["step2"].output, "arg2": "4"}
-
-    steps = [
-        [StepToRun(id="step1", step=Simple(test_context), args={"arg1": "1", "arg2": "2"})],
-        [StepToRun(id="step2", step=Simple(test_context), args=lambda results: {"arg1": results["step1"].output, "arg2": "3"})],
-        [StepToRun(id="step3", step=Simple(test_context), args=async_args)],
-    ]
-
-    results = await run_steps(steps)
-
-    assert results["step1"].output == "1:2"
-    assert results["step2"].output == "1:2:3"
-    assert results["step3"].output == "1:2:3:4"
-
-
-@pytest.mark.anyio
-@pytest.mark.parametrize(
-    "invalid_args",
-    [
-        1,
-        True,
-        "string",
-        [1, 2],
-        None,
-    ],
-)
-async def test_run_steps_throws_on_invalid_args(invalid_args):
-    steps = [
-        [StepToRun(id="step1", step=TestStep(test_context), args=invalid_args)],
-    ]
-
-    with pytest.raises(ExceptionGroup) as exc:
-        await run_steps(steps)
-
-    assert len(exc.value.exceptions) == 1
-    assert isinstance(exc.value.exceptions[0], TypeError)
-
-
-@pytest.mark.anyio
-async def test_run_steps_with_params():
-    steps = [StepToRun(id="step1", step=TestStep(test_context))]
-    options = RunStepOptions(fail_fast=True, step_params={"step1": {"--param1": ["value1"]}})
-    TestStep.accept_extra_params = False
-    with pytest.raises(ExceptionGroup) as exc:
-        await run_steps(steps, options=options)
-    assert len(exc.value.exceptions) == 1
-    assert isinstance(exc.value.exceptions[0], ValueError)
-    assert steps[0].step.params_as_cli_options == []
-    TestStep.accept_extra_params = True
-    await run_steps(steps, options=options)
-    assert steps[0].step.params_as_cli_options == ["--param1=value1"]
-
-
-class TestRunStepOptions:
-    def test_init(self):
-        options = RunStepOptions()
-        assert options.fail_fast is True
-        assert options.concurrency == 10
-        assert options.skip_steps == []
-        assert options.step_params == {}
-
-        options = RunStepOptions(fail_fast=False, concurrency=1, skip_steps=["step1"], step_params={"step1": {"--param1": ["value1"]}})
-        assert options.fail_fast is False
-        assert options.concurrency == 1
-        assert options.skip_steps == ["step1"]
-        assert options.step_params == {"step1": {"--param1": ["value1"]}}
-
-        with pytest.raises(ValueError):
-            RunStepOptions(skip_steps=["step1"], keep_steps=["step2"])
-
-    @pytest.mark.parametrize(
-        "step_tree, options, expected_skipped_ids",
-        [
-            (
-                [
-                    [StepToRun(id="step1", step=TestStep(test_context)), StepToRun(id="step2", step=TestStep(test_context))],
-                    StepToRun(id="step3", step=TestStep(test_context)),
-                    StepToRun(id="step4", step=TestStep(test_context), depends_on=["step3", "step1"]),
-                    StepToRun(id="step5", step=TestStep(test_context)),
-                ],
-                RunStepOptions(keep_steps=["step4"]),
-                {"step2", "step5"},
-            ),
-            (
-                [
-                    [StepToRun(id="step1", step=TestStep(test_context)), StepToRun(id="step2", step=TestStep(test_context))],
-                    StepToRun(id="step3", step=TestStep(test_context)),
-                    [
-                        StepToRun(id="step4", step=TestStep(test_context), depends_on=["step1"]),
-                        StepToRun(id="step6", step=TestStep(test_context), depends_on=["step4", "step5"]),
-                    ],
-                    StepToRun(id="step5", step=TestStep(test_context), depends_on=["step3"]),
-                ],
-                RunStepOptions(keep_steps=["step6"]),
-                {"step2"},
-            ),
-            (
-                [
-                    [StepToRun(id="step1", step=TestStep(test_context)), StepToRun(id="step2", step=TestStep(test_context))],
-                    StepToRun(id="step3", step=TestStep(test_context)),
-                    [
-                        StepToRun(id="step4", step=TestStep(test_context), depends_on=["step1"]),
-                        StepToRun(id="step6", step=TestStep(test_context), depends_on=["step4", "step5"]),
-                    ],
-                    StepToRun(id="step5", step=TestStep(test_context), depends_on=["step3"]),
-                ],
-                RunStepOptions(skip_steps=["step1"]),
-                {"step1"},
-            ),
-        ],
-    )
-    def test_get_step_ids_to_skip(self, step_tree, options, expected_skipped_ids):
-        skipped_ids = options.get_step_ids_to_skip(step_tree)
-        assert set(skipped_ids) == expected_skipped_ids
diff --git a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_pip.py b/airbyte-ci/connectors/pipelines/tests/test_helpers/test_pip.py
deleted file mode 100644
index fe1e88196060..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_pip.py
+++ /dev/null
@@ -1,24 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-import pytest
-
-from pipelines.helpers.pip import is_package_published
-
-
-@pytest.mark.parametrize(
-    "package_name, version, registry_url, expected",
-    [
-        pytest.param(None, None, "https://pypi.org/pypi", False, id="package_name and version are None"),
-        pytest.param(None, "0.2.0", "https://pypi.org/pypi", False, id="package_name is None"),
-        pytest.param("airbyte-source-pokeapi", None, "https://pypi.org/pypi", False, id="version is None"),
-        pytest.param("airbyte-source-pokeapi", "0.2.0", "https://pypi.org/pypi", True, id="published on pypi"),
-        pytest.param("airbyte-source-pokeapi", "0.1.0", "https://pypi.org/pypi", False, id="version not published on pypi"),
-        pytest.param("airbyte-source-nonexisting", "0.1.0", "https://pypi.org/pypi", False, id="package not published on pypi"),
-        pytest.param("airbyte-source-pokeapi", "0.2.1", "https://test.pypi.org/pypi", True, id="published on test.pypi"),
-        pytest.param("airbyte-source-pokeapi", "0.1.0", "https://test.pypi.org/pypi", False, id="version not published on test.pypi"),
-        pytest.param("airbyte-source-nonexisting", "0.1.0", "https://test.pypi.org/pypi", False, id="package not published on test.pypi"),
-        pytest.param("airbyte-source-pokeapi", "0.2.0", "https://some-non-existing-host.com", False, id="host does not exist"),
-    ],
-)
-def test_is_package_published(package_name, version, registry_url, expected):
-    assert is_package_published(package_name, version, registry_url) == expected
diff --git a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_utils.py b/airbyte-ci/connectors/pipelines/tests/test_helpers/test_utils.py
deleted file mode 100644
index 124da329a8d2..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_helpers/test_utils.py
+++ /dev/null
@@ -1,287 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pathlib import Path
-from unittest import mock
-
-import dagger
-import pytest
-from connector_ops.utils import Connector, ConnectorLanguage
-
-from pipelines import consts
-from pipelines.cli.dagger_pipeline_command import DaggerPipelineCommand
-from pipelines.helpers import utils
-from pipelines.helpers.connectors.modifed import _is_ignored_file, get_connector_modified_files, get_modified_connectors
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from tests.utils import pick_a_random_connector
-
-
-@pytest.mark.parametrize(
-    "ctx, expected",
-    [
-        (
-            mock.MagicMock(
-                command_path="my command path",
-                obj={
-                    "git_branch": "my_branch",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": None,
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_context/my_branch/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="my command path",
-                obj={
-                    "git_branch": "my_branch",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="my command path",
-                obj={
-                    "git_branch": "my_branch",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="my command path",
-                obj={
-                    "git_branch": "my_branch",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="my command path",
-                obj={
-                    "git_branch": "my_branch/with/slashes",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch_with_slashes/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="my command path",
-                obj={
-                    "git_branch": "my_branch/with/slashes#and!special@characters",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch_with_slashesandspecialcharacters/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="airbyte-ci command path",
-                obj={
-                    "git_branch": "my_branch/with/slashes#and!special@characters",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch_with_slashesandspecialcharacters/my_pipeline_start_timestamp/my_git_revision",
-        ),
-        (
-            mock.MagicMock(
-                command_path="airbyte-ci-internal command path",
-                obj={
-                    "git_branch": "my_branch/with/slashes#and!special@characters",
-                    "git_revision": "my_git_revision",
-                    "pipeline_start_timestamp": "my_pipeline_start_timestamp",
-                    "ci_context": "my_ci_context",
-                    "ci_job_key": "my_ci_job_key",
-                },
-            ),
-            f"{consts.STATIC_REPORT_PREFIX}/command/path/my_ci_job_key/my_branch_with_slashesandspecialcharacters/my_pipeline_start_timestamp/my_git_revision",
-        ),
-    ],
-)
-def test_render_report_output_prefix(ctx, expected):
-    assert DaggerPipelineCommand.render_report_output_prefix(ctx) == expected
-
-
-@pytest.mark.parametrize("enable_dependency_scanning", [True, False])
-def test_get_modified_connectors_with_dependency_scanning(all_connectors, enable_dependency_scanning):
-    base_java_changed_file = Path("airbyte-cdk/java/airbyte-cdk/core/src/main/java/io/airbyte/cdk/integrations/BaseConnector.java")
-    modified_files = [base_java_changed_file]
-
-    not_modified_java_connector = pick_a_random_connector(language=ConnectorLanguage.JAVA)
-    modified_java_connector = pick_a_random_connector(
-        language=ConnectorLanguage.JAVA, other_picked_connectors=[not_modified_java_connector]
-    )
-    modified_files.append(modified_java_connector.code_directory / "foo.bar")
-
-    modified_connectors = get_modified_connectors(set(modified_files), all_connectors, enable_dependency_scanning)
-    if enable_dependency_scanning:
-        assert not_modified_java_connector in modified_connectors
-    else:
-        assert not_modified_java_connector not in modified_connectors
-    assert modified_java_connector in modified_connectors
-
-
-def test_get_connector_modified_files():
-    connector = pick_a_random_connector()
-    other_connector = pick_a_random_connector(other_picked_connectors=[connector])
-
-    all_modified_files = {
-        connector.code_directory / "setup.py",
-        other_connector.code_directory / "README.md",
-    }
-
-    result = get_connector_modified_files(connector, all_modified_files)
-    assert result == frozenset({connector.code_directory / "setup.py"})
-
-
-def test_no_modified_files_in_connector_directory():
-    connector = pick_a_random_connector()
-    other_connector = pick_a_random_connector(other_picked_connectors=[connector])
-
-    all_modified_files = {
-        other_connector.code_directory / "README.md",
-    }
-
-    result = get_connector_modified_files(connector, all_modified_files)
-    assert result == frozenset()
-
-
-@pytest.mark.anyio
-async def test_check_path_in_workdir(dagger_client):
-    connector = Connector("source-openweather")
-    container = (
-        dagger_client.container()
-        .from_("bash")
-        .with_mounted_directory(str(connector.code_directory), dagger_client.host().directory(str(connector.code_directory)))
-        .with_workdir(str(connector.code_directory))
-    )
-    assert await utils.check_path_in_workdir(container, "metadata.yaml")
-    assert await utils.check_path_in_workdir(container, "manifest.yaml")
-    assert await utils.check_path_in_workdir(container, "not_existing_file") is False
-
-
-def test_sh_dash_c():
-    assert utils.sh_dash_c(["foo", "bar"]) == ["sh", "-c", "set -o xtrace && foo && bar"]
-    assert utils.sh_dash_c(["foo"]) == ["sh", "-c", "set -o xtrace && foo"]
-    assert utils.sh_dash_c([]) == ["sh", "-c", "set -o xtrace"]
-
-
-def test_java_log_scrub_pattern():
-    assert utils.java_log_scrub_pattern([]) == ""
-    assert utils.java_log_scrub_pattern(["foo", "bar"]) == "foo|bar"
-    assert utils.java_log_scrub_pattern(["|", "'\"{}\t[]<>&"]) == "\\||&apos;&quot;\\&#123;\\&#125;\\&#9;\\[\\]&lt;&gt;\\&amp;"
-
-
-@pytest.mark.anyio
-@pytest.mark.parametrize("tar_file_name", [None, "custom_tar_name.tar"])
-async def test_export_container_to_tarball(mocker, dagger_client, tmp_path, tar_file_name):
-    context = mocker.Mock(
-        dagger_client=dagger_client,
-        connector=mocker.Mock(technical_name="my_connector"),
-        host_image_export_dir_path=tmp_path,
-        git_revision="my_git_revision",
-        diffed_branch="my_diffed_branch",
-        git_repo_url="my_git_repo_url",
-    )
-    container = dagger_client.container().from_("bash:latest")
-    platform = consts.LOCAL_BUILD_PLATFORM
-
-    expected_tar_file_path = (
-        tmp_path / f"my_connector_my_git_revision_{platform.replace('/', '_')}.tar" if tar_file_name is None else tmp_path / tar_file_name
-    )
-    exported_tar_file, exported_tar_file_path = await utils.export_container_to_tarball(
-        context, container, platform, tar_file_name=tar_file_name
-    )
-    assert exported_tar_file_path == expected_tar_file_path
-    assert await exported_tar_file.size() == expected_tar_file_path.stat().st_size
-
-
-@pytest.mark.anyio
-async def test_export_container_to_tarball_failure(mocker, tmp_path):
-    context = mocker.Mock(
-        connector=mocker.Mock(technical_name="my_connector"),
-        host_image_export_dir_path=tmp_path,
-        git_revision="my_git_revision",
-    )
-
-    mock_export = mocker.AsyncMock(return_value=False)
-    container = mocker.AsyncMock(export=mock_export)
-    platform = consts.LOCAL_BUILD_PLATFORM
-    exported_tar_file, exported_tar_file_path = await utils.export_container_to_tarball(context, container, platform)
-    assert exported_tar_file is None
-    assert exported_tar_file_path is None
-
-    mock_export.assert_called_once_with(
-        str(tmp_path / f"my_connector_my_git_revision_{platform.replace('/', '_')}.tar"),
-        forced_compression=dagger.ImageLayerCompression.Gzip,
-    )
-
-
-# @pytest.mark.anyio
-async def test_get_repo_dir(dagger_client):
-    test_context = PipelineContext(
-        pipeline_name="test",
-        is_local=True,
-        git_branch="test",
-        git_revision="test",
-        diffed_branch="test",
-        git_repo_url="test",
-        report_output_prefix="test",
-    )
-    test_context.dagger_client = dagger_client
-    # we know airbyte-ci/connectors/pipelines/ is excluded
-    filtered_entries = await test_context.get_repo_dir("airbyte-ci/connectors/pipelines/").entries()
-    assert not filtered_entries
-    unfiltered_entries = await dagger_client.host().directory("airbyte-ci/connectors/pipelines/").entries()
-    assert unfiltered_entries
-    # we also know that **/secrets is excluded and that source-mysql contains a secrets file
-    filtered_entries = await test_context.get_repo_dir("airbyte-integrations/connectors/source-mysql/").entries()
-    assert "secrets" not in filtered_entries
-    unfiltered_entries = await dagger_client.host().directory("airbyte-integrations/connectors/source-mysql/").entries()
-    assert "secrets" in unfiltered_entries
-
-
-@pytest.mark.parametrize(
-    "file_path,expected_result",
-    [
-        ("connector/file.md", True),
-        ("connector/file.py", False),
-        ("connector/file.yaml", False),
-        ("connector/README.md", True),
-    ],
-)
-def test_is_ignored_file(file_path, expected_result):
-    """Test that files with ignored extensions are correctly identified."""
-
-    suff = Path(file_path).suffix
-    print(suff)
-
-    assert _is_ignored_file(Path(file_path)) == expected_result
diff --git a/airbyte-ci/connectors/pipelines/tests/test_models/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_models/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_models/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_models/test_click_pipeline_context.py b/airbyte-ci/connectors/pipelines/tests/test_models/test_click_pipeline_context.py
deleted file mode 100644
index 3a554f3435ce..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_models/test_click_pipeline_context.py
+++ /dev/null
@@ -1,68 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from unittest.mock import patch
-
-import asyncclick as click
-import dagger
-import pytest
-
-from pipelines.models.contexts.click_pipeline_context import ClickPipelineContext
-
-
-@pytest.mark.anyio
-async def test_get_dagger_client_singleton(dagger_connection):
-    @click.command()
-    def cli():
-        pass
-
-    ctx = click.Context(cli)
-    ctx.obj = {"foo": "bar"}
-    ctx.params = {"baz": "qux"}
-
-    async with ctx.scope():
-        click_pipeline_context = ClickPipelineContext()
-        with patch("pipelines.models.contexts.click_pipeline_context.dagger.Connection", lambda _x: dagger_connection):
-            client1 = await click_pipeline_context.get_dagger_client()
-            client2 = await click_pipeline_context.get_dagger_client()
-            assert isinstance(client1, dagger.Client)
-            assert isinstance(client2, dagger.Client)
-            assert client1 == client2
-
-
-@pytest.mark.anyio
-async def test_get_dagger_client_click_params(dagger_connection):
-    @click.command()
-    def cli():
-        pass
-
-    given_click_obj = {"foo": "bar"}
-    given_click_params = {"baz": "qux"}
-
-    ctx = click.Context(cli, obj=given_click_obj)
-    ctx.params = given_click_params
-
-    async with ctx.scope():
-        click_pipeline_context = ClickPipelineContext()
-        with patch("pipelines.models.contexts.click_pipeline_context.dagger.Connection", lambda _x: dagger_connection):
-            pipeline_context_params = click_pipeline_context.params
-            assert pipeline_context_params == {**given_click_obj, **given_click_params}
-
-
-@pytest.mark.anyio
-async def test_get_dagger_client_click_params_duplicate(dagger_connection):
-    @click.command()
-    def cli():
-        pass
-
-    given_click_obj = {"foo": "bar"}
-    given_click_params = {"foo": "qux"}
-
-    ctx = click.Context(cli, obj=given_click_obj)
-    ctx.params = given_click_params
-    ctx.command.params = [click.Option(["--foo"])]
-
-    async with ctx.scope():
-        click_pipeline_context = ClickPipelineContext()
-        with patch("pipelines.models.contexts.click_pipeline_context.dagger.Connection", lambda _x: dagger_connection):
-            with pytest.raises(ValueError):
-                click_pipeline_context.params
diff --git a/airbyte-ci/connectors/pipelines/tests/test_models/test_singleton.py b/airbyte-ci/connectors/pipelines/tests/test_models/test_singleton.py
deleted file mode 100644
index 87648f432a12..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_models/test_singleton.py
+++ /dev/null
@@ -1,31 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from pipelines.models.singleton import Singleton
-
-
-class SingletonChild(Singleton):
-    def __init__(self):
-        if not self._initialized[self.__class__]:
-            self.value = "initialized"
-            self._initialized[self.__class__] = True
-
-
-def test_singleton_instance():
-    instance1 = SingletonChild()
-    instance2 = SingletonChild()
-    assert instance1 is instance2
-
-
-def test_singleton_unique_per_subclass():
-    class AnotherSingletonChild(Singleton):
-        pass
-
-    instance1 = SingletonChild()
-    instance2 = AnotherSingletonChild()
-    assert instance1 is not instance2
-
-
-def test_singleton_initialized():
-    instance = SingletonChild()
-    instance.value  # This should initialize the instance
-    assert instance._initialized[SingletonChild]
diff --git a/airbyte-ci/connectors/pipelines/tests/test_poetry/test_poetry_publish.py b/airbyte-ci/connectors/pipelines/tests/test_poetry/test_poetry_publish.py
deleted file mode 100644
index 65e46ef028fb..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_poetry/test_poetry_publish.py
+++ /dev/null
@@ -1,95 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from unittest.mock import MagicMock
-
-import pytest
-import requests
-from dagger import Client, Platform
-
-from pipelines.airbyte_ci.connectors.publish import pipeline as publish_pipeline
-from pipelines.dagger.actions.python.poetry import with_poetry
-from pipelines.models.contexts.python_registry_publish import PythonPackageMetadata, PythonRegistryPublishContext
-from pipelines.models.secrets import InMemorySecretStore, Secret
-from pipelines.models.steps import StepStatus
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture
-def context(dagger_client: Client):
-    in_memory_secret_store = InMemorySecretStore()
-    in_memory_secret_store.add_secret("python_registry_token", "test")
-
-    context = PythonRegistryPublishContext(
-        package_path="test",
-        version="0.2.0",
-        python_registry_token=Secret("python_registry_token", in_memory_secret_store),
-        package_name="test",
-        registry_check_url="http://local_registry:8080/",
-        registry="http://local_registry:8080/",
-        is_local=True,
-        git_branch="test",
-        git_revision="test",
-        diffed_branch="test",
-        git_repo_url="test",
-        report_output_prefix="test",
-        ci_report_bucket="test",
-    )
-    context.dagger_client = dagger_client
-    return context
-
-
-@pytest.mark.parametrize(
-    "package_path, package_name, version, expected_asset",
-    [
-        pytest.param(
-            "airbyte-integrations/connectors/source-fauna",
-            "airbyte-source-fauna",
-            "1.0.0",
-            "airbyte_source_fauna-1.0.0-py3-none-any.whl",
-            id="setup.py project",
-        ),
-        pytest.param(
-            "airbyte-integrations/connectors/destination-duckdb",
-            "destination-duckdb",
-            "0.2.0",
-            "destination_duckdb-0.2.0-py3-none-any.whl",
-            id="poetry project",
-        ),
-    ],
-)
-async def test_run_poetry_publish(
-    context: PythonRegistryPublishContext, package_path: str, package_name: str, version: str, expected_asset: str
-):
-    context.package_metadata = PythonPackageMetadata(package_name, version)
-    context.package_path = package_path
-    pypi_registry = (
-        # need to use linux/amd64 because the pypiserver image is only available for that platform
-        context.dagger_client.container(platform=Platform("linux/amd64"))
-        .from_("pypiserver/pypiserver:v2.0.1")
-        .with_exec(["run", "-P", ".", "-a", "."], use_entrypoint=True)
-        .with_exposed_port(8080)
-        .as_service()
-    )
-
-    base_container = with_poetry(context).with_service_binding("local_registry", pypi_registry)
-    step = publish_pipeline.PublishToPythonRegistry(context)
-    step._get_base_container = MagicMock(return_value=base_container)
-    step_result = await step.run()
-    assert step_result.status == StepStatus.SUCCESS
-
-    # Query the registry to check that the package was published
-    tunnel = await context.dagger_client.host().tunnel(pypi_registry).start()
-    endpoint = await tunnel.endpoint(scheme="http")
-    list_url = f"{endpoint}/simple/"
-    list_response = requests.get(list_url)
-    assert list_response.status_code == 200
-    assert package_name in list_response.text
-    url = f"{endpoint}/simple/{package_name}"
-    response = requests.get(url)
-    assert response.status_code == 200
-    assert expected_asset in response.text
diff --git a/airbyte-ci/connectors/pipelines/tests/test_publish.py b/airbyte-ci/connectors/pipelines/tests/test_publish.py
deleted file mode 100644
index 32ded44d52ce..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_publish.py
+++ /dev/null
@@ -1,431 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-import json
-import os
-import random
-from typing import List
-
-import anyio
-import pytest
-
-from pipelines.airbyte_ci.connectors.publish import pipeline as publish_pipeline
-from pipelines.airbyte_ci.connectors.publish.context import RolloutMode
-from pipelines.models.steps import StepStatus
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture
-def publish_context(mocker, dagger_client, tmpdir):
-    return mocker.MagicMock(
-        dagger_client=dagger_client,
-        get_connector_dir=mocker.MagicMock(return_value=dagger_client.host().directory(str(tmpdir))),
-        docker_hub_username=None,
-        docker_hub_password=None,
-        docker_image="hello-world:latest",
-        rollout_mode=RolloutMode.PUBLISH,
-    )
-
-
-class TestCheckConnectorImageDoesNotExists:
-    @pytest.fixture(scope="class")
-    def three_random_connectors_image_names(self, oss_registry: dict) -> List[str]:
-        connectors = oss_registry["sources"] + oss_registry["destinations"]
-        random.shuffle(connectors)
-        return [f"{connector['dockerRepository']}:{connector['dockerImageTag']}" for connector in connectors[:3]]
-
-    async def test_run_skipped_when_already_published(self, three_random_connectors_image_names, publish_context):
-        """We pick three random connectors from the OSS registry. They should be published. We check that the step is skipped."""
-        for image_name in three_random_connectors_image_names:
-            publish_context.docker_image = image_name
-            step = publish_pipeline.CheckConnectorImageDoesNotExist(publish_context)
-            step_result = await step.run()
-            assert step_result.status == StepStatus.SKIPPED
-
-    async def test_run_success_when_already_published(self, publish_context):
-        publish_context.docker_image = "airbyte/source-pokeapi:0.0.0"
-        step = publish_pipeline.CheckConnectorImageDoesNotExist(publish_context)
-        step_result = await step.run()
-        assert step_result.status == StepStatus.SUCCESS
-
-
-class TestUploadSpecToCache:
-    @pytest.fixture(scope="class")
-    def random_connector(self, oss_registry: dict) -> dict:
-        connectors = oss_registry["sources"] + oss_registry["destinations"]
-        random.shuffle(connectors)
-        return connectors[0]
-
-    @pytest.mark.parametrize(
-        "valid_spec, successful_upload",
-        [
-            [True, True],
-            [False, True],
-            [True, False],
-            [False, False],
-        ],
-    )
-    async def test_run(self, mocker, dagger_client, valid_spec, successful_upload, random_connector, publish_context):
-        """Test that the spec is correctly uploaded to the spec cache bucket.
-        We pick a random connector from the oss registry, by nature this connector should have a valid spec and be published.
-        We load this connector as a Dagger container and run spec against it.
-        We validate that the outputted spec is the same as the one in the OSS registry.
-        We also artificially set the spec to be invalid and check that the step fails.
-        """
-        image_name = f"{random_connector['dockerRepository']}:{random_connector['dockerImageTag']}"
-        publish_context.docker_image = image_name
-        expected_spec = random_connector["spec"]
-        connector_container = dagger_client.container().from_(image_name)
-
-        upload_exit_code = 0 if successful_upload else 1
-        mocker.patch.object(
-            publish_pipeline,
-            "upload_to_gcs",
-            mocker.AsyncMock(return_value=(upload_exit_code, "upload_to_gcs_stdout", "upload_to_gcs_stderr")),
-        )
-        if not valid_spec:
-            mocker.patch.object(
-                publish_pipeline.UploadSpecToCache,
-                "_get_connector_spec",
-                mocker.Mock(side_effect=publish_pipeline.InvalidSpecOutputError("Invalid spec.")),
-            )
-
-        step = publish_pipeline.UploadSpecToCache(publish_context)
-        step_result = await step.run(connector_container)
-        if valid_spec:
-            # First call should be for OSS spec
-            publish_pipeline.upload_to_gcs.assert_any_call(
-                publish_context.dagger_client,
-                mocker.ANY,
-                f"specs/{image_name.replace(':', '/')}/spec.json",
-                publish_context.spec_cache_bucket_name,
-                publish_context.spec_cache_gcs_credentials,
-                flags=['--cache-control="no-cache"'],
-            )
-
-            # Second call should be for Cloud spec if different from OSS
-            cloud_spec = await step._get_connector_spec(connector_container, "CLOUD")
-            oss_spec = await step._get_connector_spec(connector_container, "OSS")
-            if cloud_spec != oss_spec:
-                publish_pipeline.upload_to_gcs.assert_any_call(
-                    publish_context.dagger_client,
-                    mocker.ANY,
-                    f"specs/{image_name.replace(':', '/')}/spec.cloud.json",
-                    publish_context.spec_cache_bucket_name,
-                    publish_context.spec_cache_gcs_credentials,
-                    flags=['--cache-control="no-cache"'],
-                )
-
-            spec_file = publish_pipeline.upload_to_gcs.call_args.args[1]
-            uploaded_content = await spec_file.contents()
-            assert json.loads(uploaded_content) == expected_spec
-
-        if successful_upload and valid_spec:
-            assert step_result.status == StepStatus.SUCCESS
-            assert step_result.stdout == "Uploaded connector spec to spec cache bucket."
-            assert step_result.stderr is None
-        if valid_spec and not successful_upload:
-            assert step_result.status == StepStatus.FAILURE
-            assert step_result.stdout == "upload_to_gcs_stdout"
-            assert step_result.stderr == "upload_to_gcs_stderr"
-        if (not valid_spec and successful_upload) or (not valid_spec and not successful_upload):
-            assert step_result.status == StepStatus.FAILURE
-            assert step_result.stderr == "Invalid spec."
-            assert step_result.stdout is None
-            publish_pipeline.upload_to_gcs.assert_not_called()
-
-    def test_parse_spec_output_valid(self, publish_context, random_connector):
-        step = publish_pipeline.UploadSpecToCache(publish_context)
-        correct_spec_message = json.dumps({"type": "SPEC", "spec": random_connector["spec"]})
-        spec_output = f'random_stuff\n{{"type": "RANDOM_MESSAGE"}}\n{correct_spec_message}'
-        result = step._parse_spec_output(spec_output)
-        assert json.loads(result) == random_connector["spec"]
-
-    def test_parse_spec_output_invalid_json(self, publish_context):
-        step = publish_pipeline.UploadSpecToCache(publish_context)
-        spec_output = "Invalid JSON"
-        with pytest.raises(publish_pipeline.InvalidSpecOutputError):
-            step._parse_spec_output(spec_output)
-
-    def test_parse_spec_output_invalid_key(self, publish_context):
-        step = publish_pipeline.UploadSpecToCache(publish_context)
-        spec_output = '{"type": "SPEC", "spec": {"invalid_key": "value"}}'
-        with pytest.raises(publish_pipeline.InvalidSpecOutputError):
-            step._parse_spec_output(spec_output)
-
-    def test_parse_spec_output_no_spec(self, publish_context):
-        step = publish_pipeline.UploadSpecToCache(publish_context)
-        spec_output = '{"type": "OTHER"}'
-        with pytest.raises(publish_pipeline.InvalidSpecOutputError):
-            step._parse_spec_output(spec_output)
-
-
-STEPS_TO_PATCH = [
-    (publish_pipeline, "MetadataUpload"),
-    (publish_pipeline, "CheckConnectorImageDoesNotExist"),
-    (publish_pipeline, "UploadSpecToCache"),
-    (publish_pipeline, "PushConnectorImageToRegistry"),
-    (publish_pipeline, "PullConnectorImageFromRegistry"),
-    (publish_pipeline.steps, "run_connector_build"),
-    (publish_pipeline, "CheckPythonRegistryPackageDoesNotExist"),
-    (publish_pipeline, "UploadSbom"),
-]
-
-
-@pytest.mark.parametrize(
-    "check_image_exists_status, pre_release",
-    [
-        (StepStatus.SKIPPED, False),
-        (StepStatus.SKIPPED, True),
-        (StepStatus.FAILURE, False),
-    ],
-)
-async def test_run_connector_publish_pipeline_when_image_exists_or_failed(mocker, check_image_exists_status, pre_release, publish_context):
-    """We validate that when the connector image exists or the check fails, we don't run the rest of the pipeline.
-    We also validate that the metadata upload step is called when the image exists (Skipped status).
-    We do this to ensure that the metadata is still updated in the case where the connector image already exists.
-    It's the role of the metadata service upload command to actually upload the file if the metadata has changed.
-    But we check that the metadata upload step does not happen if the image check fails (Failure status).
-    """
-    publish_context.pre_release = pre_release
-
-    for module, to_mock in STEPS_TO_PATCH:
-        mocker.patch.object(module, to_mock, return_value=mocker.AsyncMock())
-
-    # ensure spec and sbom upload always succeeds
-    run_upload_spec_to_cache = publish_pipeline.UploadSpecToCache.return_value.run
-    run_upload_spec_to_cache.return_value = mocker.Mock(status=StepStatus.SUCCESS)
-    run_upload_sbom = publish_pipeline.UploadSbom.return_value.run
-    run_upload_sbom.return_value = mocker.Mock(status=StepStatus.SUCCESS)
-
-    run_check_connector_image_does_not_exist = publish_pipeline.CheckConnectorImageDoesNotExist.return_value.run
-    run_check_connector_image_does_not_exist.return_value = mocker.Mock(status=check_image_exists_status)
-
-    run_metadata_upload = publish_pipeline.MetadataUpload.return_value.run
-
-    semaphore = anyio.Semaphore(1)
-    report = await publish_pipeline.run_connector_publish_pipeline(publish_context, semaphore)
-    run_check_connector_image_does_not_exist.assert_called_once()
-
-    # Check that nothing else is called
-    for module, to_mock in STEPS_TO_PATCH:
-        if to_mock not in ["MetadataUpload", "CheckConnectorImageDoesNotExist", "UploadSpecToCache", "UploadSbom"]:
-            getattr(module, to_mock).return_value.run.assert_not_called()
-
-    if check_image_exists_status is StepStatus.SKIPPED and not pre_release:
-        run_metadata_upload.assert_called_once()
-        assert (
-            report.steps_results
-            == publish_context.report.steps_results
-            == [
-                run_check_connector_image_does_not_exist.return_value,
-                run_upload_spec_to_cache.return_value,
-                run_upload_sbom.return_value,
-                run_metadata_upload.return_value,
-            ]
-        )
-
-    if check_image_exists_status is StepStatus.SKIPPED and pre_release:
-        run_metadata_upload.assert_not_called()
-
-    if check_image_exists_status is StepStatus.FAILURE:
-        run_metadata_upload.assert_not_called()
-        assert (
-            report.steps_results
-            == publish_context.report.steps_results
-            == [
-                run_check_connector_image_does_not_exist.return_value,
-            ]
-        )
-
-
-@pytest.mark.parametrize(
-    "pre_release, build_step_status, push_step_status, pull_step_status, upload_to_spec_cache_step_status, metadata_upload_step_status",
-    [
-        (False, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS),
-        (False, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.FAILURE),
-        (False, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.FAILURE, None),
-        (False, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.FAILURE, None, None),
-        (False, StepStatus.SUCCESS, StepStatus.FAILURE, None, None, None),
-        (False, StepStatus.FAILURE, None, None, None, None),
-        (True, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS, StepStatus.SUCCESS),
-    ],
-)
-async def test_run_connector_publish_pipeline_when_image_does_not_exist(
-    mocker,
-    pre_release,
-    build_step_status,
-    push_step_status,
-    pull_step_status,
-    upload_to_spec_cache_step_status,
-    metadata_upload_step_status,
-):
-    """We check that the full pipeline is executed as expected when the connector image does not exist and the metadata validation passed."""
-    for module, to_mock in STEPS_TO_PATCH:
-        mocker.patch.object(module, to_mock, return_value=mocker.AsyncMock())
-    publish_pipeline.CheckConnectorImageDoesNotExist.return_value.run.return_value = mocker.Mock(
-        name="check_connector_image_does_not_exist_result", status=StepStatus.SUCCESS
-    )
-
-    # have output.values return []
-    built_connector_platform = mocker.Mock()
-    built_connector_platform.values.return_value = ["linux/amd64"]
-
-    publish_pipeline.steps.run_connector_build.return_value = mocker.Mock(
-        name="build_connector_for_publish_result", status=build_step_status, output=built_connector_platform
-    )
-
-    publish_pipeline.PushConnectorImageToRegistry.return_value.run.return_value = mocker.Mock(
-        name="push_connector_image_to_registry_result", status=push_step_status
-    )
-
-    publish_pipeline.PullConnectorImageFromRegistry.return_value.run.return_value = mocker.Mock(
-        name="pull_connector_image_from_registry_result", status=pull_step_status
-    )
-
-    publish_pipeline.UploadSpecToCache.return_value.run.return_value = mocker.Mock(
-        name="upload_spec_to_cache_result", status=upload_to_spec_cache_step_status
-    )
-    publish_pipeline.MetadataUpload.return_value.run.return_value = mocker.Mock(
-        name="metadata_upload_result", status=metadata_upload_step_status
-    )
-
-    context = mocker.MagicMock(pre_release=pre_release, rollout_mode=RolloutMode.PUBLISH)
-    semaphore = anyio.Semaphore(1)
-    report = await publish_pipeline.run_connector_publish_pipeline(context, semaphore)
-
-    steps_to_run = [
-        publish_pipeline.CheckConnectorImageDoesNotExist.return_value.run,
-        publish_pipeline.steps.run_connector_build,
-        publish_pipeline.PushConnectorImageToRegistry.return_value.run,
-        publish_pipeline.PullConnectorImageFromRegistry.return_value.run,
-    ]
-
-    for i, step_to_run in enumerate(steps_to_run):
-        if step_to_run.return_value.status is StepStatus.FAILURE or i == len(steps_to_run) - 1:
-            assert len(report.steps_results) == len(context.report.steps_results)
-
-            previous_steps = steps_to_run[:i]
-            for _, step_ran in enumerate(previous_steps):
-                step_ran.assert_called_once()
-                step_ran.return_value
-
-            remaining_steps = steps_to_run[i + 1 :]
-            for step_to_run in remaining_steps:
-                step_to_run.assert_not_called()
-            break
-    if build_step_status is StepStatus.SUCCESS:
-        publish_pipeline.PushConnectorImageToRegistry.return_value.run.assert_called_once_with(["linux/amd64"])
-    else:
-        publish_pipeline.PushConnectorImageToRegistry.return_value.run.assert_not_called()
-        publish_pipeline.PullConnectorImageFromRegistry.return_value.run.assert_not_called()
-        publish_pipeline.UploadSpecToCache.return_value.run.assert_not_called()
-        publish_pipeline.MetadataUpload.return_value.run.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "pypi_enabled, pypi_package_does_not_exist_status, publish_step_status, expect_publish_to_pypi_called, expect_build_connector_called,api_token",
-    [
-        pytest.param(True, StepStatus.SUCCESS, StepStatus.SUCCESS, True, True, "test", id="happy_path"),
-        pytest.param(False, StepStatus.SUCCESS, StepStatus.SUCCESS, False, True, "test", id="pypi_disabled, skip all pypi steps"),
-        pytest.param(True, StepStatus.SKIPPED, StepStatus.SUCCESS, False, True, "test", id="pypi_package_exists, skip publish_to_pypi"),
-        pytest.param(True, StepStatus.SUCCESS, StepStatus.FAILURE, True, False, "test", id="publish_step_fails, abort"),
-        pytest.param(True, StepStatus.FAILURE, StepStatus.FAILURE, False, False, "test", id="pypi_package_does_not_exist_fails, abort"),
-        pytest.param(True, StepStatus.SUCCESS, StepStatus.SUCCESS, False, False, None, id="no_api_token, abort"),
-    ],
-)
-async def test_run_connector_python_registry_publish_pipeline(
-    mocker,
-    pypi_enabled,
-    pypi_package_does_not_exist_status,
-    publish_step_status,
-    expect_publish_to_pypi_called,
-    expect_build_connector_called,
-    api_token,
-):
-    for module, to_mock in STEPS_TO_PATCH:
-        mocker.patch.object(module, to_mock, return_value=mocker.AsyncMock())
-
-    mocked_publish_to_python_registry = mocker.patch(
-        "pipelines.airbyte_ci.connectors.publish.pipeline.PublishToPythonRegistry", return_value=mocker.AsyncMock()
-    )
-
-    for step in [
-        publish_pipeline.CheckConnectorImageDoesNotExist,
-        publish_pipeline.UploadSpecToCache,
-        publish_pipeline.MetadataUpload,
-        publish_pipeline.PushConnectorImageToRegistry,
-        publish_pipeline.PullConnectorImageFromRegistry,
-    ]:
-        step.return_value.run.return_value = mocker.Mock(name=f"{step.title}_result", status=StepStatus.SUCCESS)
-
-    mocked_publish_to_python_registry.return_value.run.return_value = mocker.Mock(
-        name="publish_to_python_registry_result", status=publish_step_status
-    )
-
-    publish_pipeline.CheckPythonRegistryPackageDoesNotExist.return_value.run.return_value = mocker.Mock(
-        name="python_registry_package_does_not_exist_result", status=pypi_package_does_not_exist_status
-    )
-
-    context = mocker.MagicMock(
-        ci_gcp_credentials="",
-        pre_release=False,
-        connector=mocker.MagicMock(
-            code_directory="path/to/connector",
-            metadata={"dockerImageTag": "1.2.3", "remoteRegistries": {"pypi": {"enabled": pypi_enabled, "packageName": "test"}}},
-        ),
-        python_registry_token=api_token,
-        python_registry_url="https://test.pypi.org/legacy/",
-        rollout_mode=RolloutMode.PUBLISH,
-    )
-    semaphore = anyio.Semaphore(1)
-    if api_token is None:
-        with pytest.raises(AssertionError):
-            await publish_pipeline.run_connector_publish_pipeline(context, semaphore)
-    else:
-        await publish_pipeline.run_connector_publish_pipeline(context, semaphore)
-        if expect_publish_to_pypi_called:
-            mocked_publish_to_python_registry.return_value.run.assert_called_once()
-            # assert that the first argument passed to mocked_publish_to_pypi contains the things from the context
-            assert mocked_publish_to_python_registry.call_args.args[0].python_registry_token == api_token
-            assert mocked_publish_to_python_registry.call_args.args[0].package_metadata.name == "test"
-            assert mocked_publish_to_python_registry.call_args.args[0].package_metadata.version == "1.2.3"
-            assert mocked_publish_to_python_registry.call_args.args[0].registry == "https://test.pypi.org/legacy/"
-            assert mocked_publish_to_python_registry.call_args.args[0].package_path == "path/to/connector"
-        else:
-            mocked_publish_to_python_registry.return_value.run.assert_not_called()
-
-        if expect_build_connector_called:
-            publish_pipeline.steps.run_connector_build.assert_called_once()
-
-
-class TestPushConnectorImageToRegistry:
-    @pytest.mark.parametrize(
-        "is_pre_release, version, should_publish_latest",
-        [
-            (False, "1.0.0", True),
-            (True, "1.1.0-dev", False),
-            (False, "1.1.0-rc.1", False),
-            (True, "1.1.0-rc.1", False),
-        ],
-    )
-    async def test_publish_latest_tag(self, mocker, publish_context, is_pre_release, version, should_publish_latest):
-        publish_context.docker_image = "airbyte/source-pokeapi:0.0.0"
-        publish_context.docker_repository = "airbyte/source-pokeapi"
-        publish_context.pre_release = is_pre_release
-        publish_context.connector.version = version
-        publish_context.connector.metadata = {"dockerImageTag": version}
-        step = publish_pipeline.PushConnectorImageToRegistry(publish_context)
-        amd_built_container = mocker.Mock(publish=mocker.AsyncMock())
-        arm_built_container = mocker.Mock(publish=mocker.AsyncMock())
-        built_containers_per_platform = [amd_built_container, arm_built_container]
-        await step.run(built_containers_per_platform)
-        assert amd_built_container.publish.call_args_list[0][0][0] == "docker.io/airbyte/source-pokeapi:0.0.0"
-        if should_publish_latest:
-            assert amd_built_container.publish.await_count == 2, "Expected to publish the latest tag and the specific version tag"
-            assert amd_built_container.publish.call_args_list[1][0][0] == "docker.io/airbyte/source-pokeapi:latest"
-        else:
-            assert amd_built_container.publish.await_count == 1, "Expected to publish only the specific version tag"
diff --git a/airbyte-ci/connectors/pipelines/tests/test_steps/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_steps/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_steps/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_steps/test_simple_docker_step.py b/airbyte-ci/connectors/pipelines/tests/test_steps/test_simple_docker_step.py
deleted file mode 100644
index 9671d3e3d648..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_steps/test_simple_docker_step.py
+++ /dev/null
@@ -1,103 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pathlib import Path
-
-import pytest
-
-from pipelines.airbyte_ci.steps.docker import SimpleDockerStep
-from pipelines.helpers.utils import get_exec_result
-from pipelines.models.contexts.pipeline_context import PipelineContext
-from pipelines.models.steps import MountPath
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture
-def context(dagger_client):
-    context = PipelineContext(
-        pipeline_name="test",
-        is_local=True,
-        git_branch="test",
-        git_revision="test",
-        diffed_branch="test",
-        git_repo_url="test",
-        report_output_prefix="test",
-    )
-    context.dagger_client = dagger_client
-    return context
-
-
-class TestSimpleDockerStep:
-    async def test_env_variables_set(self, context):
-        # Define test inputs
-        title = "test_env_variables_set"
-        env_variables = {"VAR1": "value1", "VAR2": "value2"}
-
-        # Create SimpleDockerStep instance
-        step = SimpleDockerStep(title=title, context=context, env_variables=env_variables)
-
-        # Initialize container
-        container = await step.init_container()
-
-        # Check if environment variables are set
-        for key, expected_value in env_variables.items():
-            stdout_value = await container.with_exec(["printenv", key], use_entrypoint=True).stdout()
-            actual_value = stdout_value.strip()
-            assert actual_value == expected_value
-
-    async def test_mount_paths(self, context):
-        # Define test inputs
-        title = "test_mount_paths"
-
-        path_to_current_file = Path(__file__).relative_to(Path.cwd())
-        invalid_path = Path("invalid_path")
-        paths_to_mount = [
-            MountPath(path=path_to_current_file, optional=False),
-            MountPath(path=invalid_path, optional=True),
-        ]
-
-        # Create SimpleDockerStep instance
-        step = SimpleDockerStep(title=title, context=context, paths_to_mount=paths_to_mount)
-
-        # Initialize container
-        container = await step.init_container()
-
-        for path_to_mount in paths_to_mount:
-            exit_code, _stdout, _stderr = await get_exec_result(
-                container.with_exec(["test", "-f", f"{str(path_to_mount)}"], use_entrypoint=True)
-            )
-
-            expected_exit_code = 1 if path_to_mount.optional else 0
-            assert exit_code == expected_exit_code
-
-    async def test_invalid_mount_paths(self):
-        path_to_current_file = Path(__file__).relative_to(Path.cwd())
-        invalid_path = Path("invalid_path")
-
-        # No errors expected
-        MountPath(path=path_to_current_file, optional=False)
-        MountPath(path=invalid_path, optional=True)
-
-        # File not found error expected
-        with pytest.raises(FileNotFoundError):
-            MountPath(path=invalid_path, optional=False)
-
-    async def test_work_dir(self, context):
-        # Define test inputs
-        title = "test_work_dir"
-        working_directory = "/test"
-
-        # Create SimpleDockerStep instance
-        step = SimpleDockerStep(title=title, context=context, working_directory=working_directory)
-
-        # Initialize container
-        container = await step.init_container()
-
-        # Check if working directory is set
-        stdout_value = await container.with_exec(["pwd"], use_entrypoint=True).stdout()
-        actual_value = stdout_value.strip()
-        assert actual_value == working_directory
diff --git a/airbyte-ci/connectors/pipelines/tests/test_steps/test_version_check.py b/airbyte-ci/connectors/pipelines/tests/test_steps/test_version_check.py
deleted file mode 100644
index 3ab131da3b9d..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_steps/test_version_check.py
+++ /dev/null
@@ -1,164 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import pytest
-from connector_ops.utils import METADATA_FILE_NAME
-from semver import VersionInfo
-
-from pipelines.airbyte_ci.connectors.test.steps.common import VersionIncrementCheck
-from pipelines.models.steps import StepStatus
-
-
-class TestVersionIncrementCheck:
-    @pytest.fixture
-    def context(self, mocker, tmp_path):
-        context = mocker.Mock()
-        context.connector = mocker.Mock(code_directory=str(tmp_path), technical_name="test-connector")
-        context.modified_files = ["/path/to/connector/src/main.py", "/path/to/connector/README.md"]
-        context.secrets_to_mask = []
-        return context
-
-    def _get_version_increment_check(self, mocker, context, master_version="1.0.0", current_version="1.0.1"):
-        mocker.patch(
-            "pipelines.airbyte_ci.connectors.test.steps.common.VersionIncrementCheck.master_connector_version",
-            new_callable=mocker.PropertyMock,
-            return_value=VersionInfo.parse(master_version),
-        )
-        mocker.patch(
-            "pipelines.airbyte_ci.connectors.test.steps.common.VersionIncrementCheck.current_connector_version",
-            new_callable=mocker.PropertyMock,
-            return_value=VersionInfo.parse(current_version),
-        )
-
-        return VersionIncrementCheck(context)
-
-    def test_should_run(self, context):
-        context.modified_files = ["some_file"]
-        assert VersionIncrementCheck(context).should_run
-
-    def test_should_not_run(self, context):
-        for bypassed_file in VersionIncrementCheck.BYPASS_CHECK_FOR:
-            context.modified_files = [bypassed_file]
-            assert not VersionIncrementCheck(context).should_run
-
-    def test_validate_success_no_rc_increment(self, mocker, context):
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.1")
-        result = version_increment_check.validate()
-        assert result.success
-
-    def test_validate_failure_no_increment(self, context, mocker):
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        # Set up metadata to ensure registryOverrides check doesn't bypass the failure
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0"}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0"}}
-        result = version_increment_check.validate()
-        assert not result.success
-        assert (
-            result.stderr
-            == f"The dockerImageTag in {METADATA_FILE_NAME} was not incremented. Master version is {version_increment_check.master_connector_version}, current version is {version_increment_check.current_connector_version}"
-        )
-
-    def test_validate_failure_rc_with_different_versions(self, context, mocker):
-        version_increment_check = self._get_version_increment_check(
-            mocker, context, master_version="1.0.0-rc.1", current_version="1.0.1-rc.1"
-        )
-        result = version_increment_check.validate()
-        assert not result.success
-        assert (
-            result.stderr
-            == f"Master and current version are release candidates but they have different major, minor or patch versions. Release candidates should only differ in the prerelease part. Master version is {version_increment_check.master_connector_version}, current version is {version_increment_check.current_connector_version}"
-        )
-
-    def test_validate_success_rc_increment(self, context, mocker):
-        version_increment_check = self._get_version_increment_check(
-            mocker, context, master_version="1.0.1-rc.1", current_version="1.0.1-rc.2"
-        )
-        result = version_increment_check.validate()
-        assert result.success
-
-    def test_validate_skipped_registry_override_oss_added(self, context, mocker):
-        """Test that version increment check is skipped when registryOverrides.oss.dockerImageTag is added."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0"}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"oss": {"dockerImageTag": "1.0.0-oss"}}}}
-        result = version_increment_check.validate()
-        assert result.status == StepStatus.SKIPPED
-
-    def test_validate_skipped_registry_override_oss_removed(self, context, mocker):
-        """Test that version increment check is skipped when registryOverrides.oss.dockerImageTag is removed."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"oss": {"dockerImageTag": "1.0.0-oss"}}}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0"}}
-        result = version_increment_check.validate()
-        assert result.status == StepStatus.SKIPPED
-
-    def test_validate_skipped_registry_override_oss_changed(self, context, mocker):
-        """Test that version increment check is skipped when registryOverrides.oss.dockerImageTag is changed."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"oss": {"dockerImageTag": "1.0.0-oss"}}}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"oss": {"dockerImageTag": "1.0.1-oss"}}}}
-        result = version_increment_check.validate()
-        assert result.status == StepStatus.SKIPPED
-
-    def test_validate_skipped_registry_override_cloud_added(self, context, mocker):
-        """Test that version increment check is skipped when registryOverrides.cloud.dockerImageTag is added."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0"}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"cloud": {"dockerImageTag": "1.0.0-cloud"}}}}
-        result = version_increment_check.validate()
-        assert result.status == StepStatus.SKIPPED
-
-    def test_validate_skipped_registry_override_cloud_removed(self, context, mocker):
-        """Test that version increment check is skipped when registryOverrides.cloud.dockerImageTag is removed."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"cloud": {"dockerImageTag": "1.0.0-cloud"}}}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0"}}
-        result = version_increment_check.validate()
-        assert result.status == StepStatus.SKIPPED
-
-    def test_validate_skipped_registry_override_cloud_changed(self, context, mocker):
-        """Test that version increment check is skipped when registryOverrides.cloud.dockerImageTag is changed."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"cloud": {"dockerImageTag": "1.0.0-cloud"}}}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"cloud": {"dockerImageTag": "1.0.1-cloud"}}}}
-        result = version_increment_check.validate()
-        assert result.status == StepStatus.SKIPPED
-
-    def test_validate_failure_no_increment_registry_override_unchanged(self, context, mocker):
-        """Test that version increment check fails when dockerImageTag is not incremented and registryOverrides are unchanged."""
-        version_increment_check = self._get_version_increment_check(mocker, context, master_version="1.0.0", current_version="1.0.0")
-        mocker.patch.object(
-            version_increment_check,
-            "master_metadata",
-            {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"oss": {"dockerImageTag": "1.0.0-oss"}}}},
-        )
-        context.metadata = {"data": {"dockerImageTag": "1.0.0", "registryOverrides": {"oss": {"dockerImageTag": "1.0.0-oss"}}}}
-        result = version_increment_check.validate()
-        assert not result.success
diff --git a/airbyte-ci/connectors/pipelines/tests/test_tests/__init__.py b/airbyte-ci/connectors/pipelines/tests/test_tests/__init__.py
deleted file mode 100644
index c941b3045795..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_tests/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-ci/connectors/pipelines/tests/test_tests/test_common.py b/airbyte-ci/connectors/pipelines/tests/test_tests/test_common.py
deleted file mode 100644
index 4019951179a9..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_tests/test_common.py
+++ /dev/null
@@ -1,265 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import datetime
-import pathlib
-import time
-from typing import List
-
-import asyncclick as click
-import dagger
-import pytest
-import yaml
-from freezegun import freeze_time
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.test.steps import common
-from pipelines.dagger.actions.system import docker
-from pipelines.helpers.connectors.modifed import ConnectorWithModifiedFiles
-from pipelines.models.secrets import InMemorySecretStore, Secret
-from pipelines.models.steps import StepStatus
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-class TestAcceptanceTests:
-    @staticmethod
-    def get_dummy_cat_container(dagger_client: dagger.Client, exit_code: int, secret_file_paths: List, stdout: str, stderr: str):
-        secret_file_paths = secret_file_paths or []
-        container = (
-            dagger_client.container()
-            .from_("bash:latest")
-            .with_exec(["mkdir", "-p", common.AcceptanceTests.CONTAINER_TEST_INPUT_DIRECTORY], use_entrypoint=True)
-            .with_exec(["mkdir", "-p", common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY], use_entrypoint=True)
-        )
-
-        for secret_file_path in secret_file_paths:
-            secret_dir_name = str(pathlib.Path(secret_file_path).parent)
-            container = container.with_exec(["mkdir", "-p", secret_dir_name], use_entrypoint=True)
-            container = container.with_exec(["sh", "-c", f"echo foo > {secret_file_path}"], use_entrypoint=True)
-        return container.with_new_file("/stupid_bash_script.sh", contents=f"echo {stdout}; echo {stderr} >&2; exit {exit_code}")
-
-    @pytest.fixture
-    def test_context_ci(self, current_platform, dagger_client):
-        secret_store = InMemorySecretStore()
-        secret_store.add_secret("SECRET_SOURCE-FAKER_CREDS", "bar")
-
-        context = ConnectorContext(
-            pipeline_name="test",
-            connector=ConnectorWithModifiedFiles("source-faker", frozenset()),
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=False,
-            targeted_platforms=[current_platform],
-            secret_stores={"airbyte-connector-testing-secret-store": secret_store},
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    @pytest.fixture
-    def dummy_connector_under_test_container(self, dagger_client) -> dagger.Container:
-        return dagger_client.container().from_("airbyte/source-faker:latest")
-
-    @pytest.fixture
-    def another_dummy_connector_under_test_container(self, dagger_client) -> dagger.File:
-        return dagger_client.container().from_("airbyte/source-pokeapi:latest")
-
-    async def test_skipped_when_no_acceptance_test_config(self, mocker, test_context_ci):
-        test_context_ci.connector = mocker.MagicMock(acceptance_test_config=None)
-        acceptance_test_step = common.AcceptanceTests(test_context_ci, secrets=[])
-        step_result = await acceptance_test_step._run(None)
-        assert step_result.status == StepStatus.SKIPPED
-
-    @pytest.mark.parametrize(
-        "exit_code,expected_status,secrets_file_names,expect_updated_secrets",
-        [
-            (0, StepStatus.SUCCESS, [], False),
-            (1, StepStatus.FAILURE, [], False),
-            (2, StepStatus.FAILURE, [], False),
-            (common.AcceptanceTests.skipped_exit_code, StepStatus.SKIPPED, [], False),
-            (0, StepStatus.SUCCESS, [f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json"], False),
-            (1, StepStatus.FAILURE, [f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json"], False),
-            (2, StepStatus.FAILURE, [f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json"], False),
-            (
-                common.AcceptanceTests.skipped_exit_code,
-                StepStatus.SKIPPED,
-                [f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json"],
-                False,
-            ),
-            (
-                0,
-                StepStatus.SUCCESS,
-                [
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json",
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/updated_configurations/updated_config.json",
-                ],
-                True,
-            ),
-            (
-                1,
-                StepStatus.FAILURE,
-                [
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json",
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/updated_configurations/updated_config.json",
-                ],
-                True,
-            ),
-            (
-                2,
-                StepStatus.FAILURE,
-                [
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json",
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/updated_configurations/updated_config.json",
-                ],
-                True,
-            ),
-            (
-                common.AcceptanceTests.skipped_exit_code,
-                StepStatus.SKIPPED,
-                [
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/config.json",
-                    f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}/updated_configurations/updated_config.json",
-                ],
-                True,
-            ),
-        ],
-    )
-    async def test__run(
-        self,
-        test_context_ci,
-        mocker,
-        exit_code: int,
-        expected_status: StepStatus,
-        secrets_file_names: List,
-        expect_updated_secrets: bool,
-        test_input_dir: dagger.Directory,
-    ):
-        """Test the behavior of the run function using a dummy container."""
-        cat_container = self.get_dummy_cat_container(
-            test_context_ci.dagger_client, exit_code, secrets_file_names, stdout="hello", stderr="world"
-        )
-        async_mock = mocker.AsyncMock(return_value=cat_container)
-        mocker.patch.object(common.AcceptanceTests, "_build_connector_acceptance_test", side_effect=async_mock)
-        mocker.patch.object(common.AcceptanceTests, "get_cat_command", return_value=["bash", "/stupid_bash_script.sh"])
-        test_context_ci.get_connector_dir = mocker.AsyncMock(return_value=test_input_dir)
-        acceptance_test_step = common.AcceptanceTests(test_context_ci, secrets=[])
-        step_result = await acceptance_test_step._run(None)
-        assert step_result.status == expected_status
-        assert step_result.stdout.strip() == "hello"
-        assert step_result.stderr.strip() == "world"
-        if expect_updated_secrets:
-            assert (
-                await test_context_ci.updated_secrets_dir.entries()
-                == await cat_container.directory(f"{common.AcceptanceTests.CONTAINER_SECRETS_DIRECTORY}").entries()
-            )
-            assert any("updated_configurations" in str(file_name) for file_name in await test_context_ci.updated_secrets_dir.entries())
-
-    @pytest.fixture
-    def test_input_dir(self, dagger_client, tmpdir):
-        with open(tmpdir / "acceptance-test-config.yml", "w") as f:
-            yaml.safe_dump({"connector_image": "airbyte/connector_under_test_image:dev"}, f)
-        return dagger_client.host().directory(str(tmpdir))
-
-    def get_patched_acceptance_test_step(self, mocker, test_context_ci, test_input_dir):
-        in_memory_secret_store = InMemorySecretStore()
-        in_memory_secret_store.add_secret("config.json", "connector_secret")
-        secrets = [Secret("config.json", in_memory_secret_store, file_name="config.json")]
-        test_context_ci.get_connector_dir = mocker.AsyncMock(return_value=test_input_dir)
-        test_context_ci.connector_acceptance_test_image = "bash:latest"
-
-        mocker.patch.object(docker, "load_image_to_docker_host", return_value="image_sha")
-        mocker.patch.object(docker, "with_bound_docker_host", lambda _, cat_container: cat_container)
-        return common.AcceptanceTests(test_context_ci, secrets=secrets)
-
-    async def test_cat_container_provisioning(
-        self, dagger_client, mocker, test_context_ci, test_input_dir, dummy_connector_under_test_container
-    ):
-        """Check that the acceptance test container is correctly provisioned.
-        We check that:
-            - the test input and secrets are correctly mounted.
-            - the cache buster and image sha are correctly set as environment variables.
-            - that the entrypoint is correctly set.
-            - the current working directory is correctly set.
-        """
-        # The mounted_connector_secrets behaves differently when the test is run locally or in CI.
-        # It is not masking the secrets when run locally.
-        # We want to confirm that the secrets are correctly masked when run in CI.
-
-        acceptance_test_step = self.get_patched_acceptance_test_step(mocker, test_context_ci, test_input_dir)
-        cat_container = await acceptance_test_step._build_connector_acceptance_test(dummy_connector_under_test_container, test_input_dir)
-        assert (
-            await cat_container.with_exec(["pwd"], use_entrypoint=True).stdout()
-        ).strip() == acceptance_test_step.CONTAINER_TEST_INPUT_DIRECTORY
-        test_input_ls_result = await cat_container.with_exec(["ls"], use_entrypoint=True).stdout()
-        assert all(
-            file_or_directory in test_input_ls_result.splitlines() for file_or_directory in ["secrets", "acceptance-test-config.yml"]
-        )
-        assert (
-            await cat_container.with_exec(
-                ["cat", f"{acceptance_test_step.CONTAINER_SECRETS_DIRECTORY}/config.json"], use_entrypoint=True
-            ).stdout()
-            == "***"
-        )
-        env_vars = {await env_var.name(): await env_var.value() for env_var in await cat_container.env_variables()}
-        assert "CACHEBUSTER" in env_vars
-
-    @pytest.mark.flaky
-    # This test has shown some flakiness in CI
-    # This should be investigated and fixed
-    # https://github.com/airbytehq/airbyte-internal-issues/issues/6304
-    async def test_cat_container_caching(
-        self,
-        dagger_client,
-        mocker,
-        test_context_ci,
-        test_input_dir,
-        dummy_connector_under_test_container,
-        another_dummy_connector_under_test_container,
-    ):
-        """Check that the acceptance test container caching behavior is correct."""
-
-        initial_datetime = datetime.datetime(year=1992, month=6, day=19, hour=13, minute=1, second=0)
-
-        with freeze_time(initial_datetime) as frozen_datetime:
-            acceptance_test_step = self.get_patched_acceptance_test_step(mocker, test_context_ci, test_input_dir)
-            first_cat_container = await acceptance_test_step._build_connector_acceptance_test(
-                dummy_connector_under_test_container, test_input_dir
-            )
-            fist_date_result = await first_cat_container.with_exec(["date"], use_entrypoint=True).stdout()
-
-            frozen_datetime.tick(delta=datetime.timedelta(hours=5))
-            # Check that cache is used in the same day
-            second_cat_container = await acceptance_test_step._build_connector_acceptance_test(
-                dummy_connector_under_test_container, test_input_dir
-            )
-
-            second_date_result = await second_cat_container.with_exec(["date"], use_entrypoint=True).stdout()
-            assert fist_date_result == second_date_result
-
-            # Check that cache bursted after a day
-            frozen_datetime.tick(delta=datetime.timedelta(days=1, minutes=10))
-            third_cat_container = await acceptance_test_step._build_connector_acceptance_test(
-                dummy_connector_under_test_container, test_input_dir
-            )
-            third_date_result = await third_cat_container.with_exec(["date"], use_entrypoint=True).stdout()
-            assert third_date_result != second_date_result
-
-            time.sleep(1)
-            # Check that changing the container invalidates the cache
-            fourth_cat_container = await acceptance_test_step._build_connector_acceptance_test(
-                another_dummy_connector_under_test_container, test_input_dir
-            )
-            fourth_date_result = await fourth_cat_container.with_exec(["date"], use_entrypoint=True).stdout()
-            assert fourth_date_result != third_date_result
-
-    async def test_params(self, dagger_client, mocker, test_context_ci, test_input_dir):
-        acceptance_test_step = self.get_patched_acceptance_test_step(mocker, test_context_ci, test_input_dir)
-        assert set(acceptance_test_step.params_as_cli_options) == {"-ra", "--disable-warnings", "--durations=3"}
-        acceptance_test_step.extra_params = {"--durations": ["5"], "--collect-only": []}
-        assert set(acceptance_test_step.params_as_cli_options) == {"-ra", "--disable-warnings", "--durations=5", "--collect-only"}
diff --git a/airbyte-ci/connectors/pipelines/tests/test_tests/test_context.py b/airbyte-ci/connectors/pipelines/tests/test_tests/test_context.py
deleted file mode 100644
index c5cdabc010e0..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_tests/test_context.py
+++ /dev/null
@@ -1,70 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from pathlib import Path
-
-import pytest
-
-CONNECTOR_CODE_DIRECTORY = Path("/path/to/connector")
-
-
-@pytest.mark.parametrize(
-    "modified_files,expected_result",
-    [
-        pytest.param(
-            frozenset([CONNECTOR_CODE_DIRECTORY / "unit_tests" / "test_source.py"]),
-            True,
-            id="only_unit_tests_changed",
-        ),
-        pytest.param(
-            frozenset([CONNECTOR_CODE_DIRECTORY / "integration_tests" / "test_integration.py"]),
-            True,
-            id="only_integration_tests_changed",
-        ),
-        pytest.param(
-            frozenset(
-                [
-                    CONNECTOR_CODE_DIRECTORY / "unit_tests" / "test_source.py",
-                    CONNECTOR_CODE_DIRECTORY / "integration_tests" / "test_integration.py",
-                ]
-            ),
-            True,
-            id="both_unit_and_integration_tests_changed",
-        ),
-        pytest.param(
-            frozenset(
-                [
-                    CONNECTOR_CODE_DIRECTORY / "unit_tests" / "test_source.py",
-                    CONNECTOR_CODE_DIRECTORY / "src" / "main.py",
-                ]
-            ),
-            False,
-            id="unit_tests_and_source_code_changed",
-        ),
-        pytest.param(
-            frozenset([CONNECTOR_CODE_DIRECTORY / "src" / "main.py"]),
-            False,
-            id="only_source_code_changed",
-        ),
-        pytest.param(
-            frozenset(),
-            True,
-            id="no_modified_files",
-        ),
-    ],
-)
-def test_test_only_change(mocker, modified_files, expected_result):
-    """Test that test_only_change correctly identifies when only test files are modified."""
-    from pipelines.airbyte_ci.connectors.test.context import ConnectorTestContext
-
-    mock_connector = mocker.Mock()
-    mock_connector.code_directory = CONNECTOR_CODE_DIRECTORY
-
-    mock_context = mocker.Mock(spec=ConnectorTestContext)
-    mock_context.modified_files = modified_files
-    mock_context.connector = mock_connector
-
-    result = ConnectorTestContext.test_only_change.fget(mock_context)
-
-    assert result == expected_result
diff --git a/airbyte-ci/connectors/pipelines/tests/test_tests/test_python_connectors.py b/airbyte-ci/connectors/pipelines/tests/test_tests/test_python_connectors.py
deleted file mode 100644
index ada4a7a4e520..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_tests/test_python_connectors.py
+++ /dev/null
@@ -1,183 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from unittest.mock import patch
-
-import asyncclick as click
-import pytest
-from connector_ops.utils import Connector, ConnectorLanguage
-
-from pipelines.airbyte_ci.connectors.build_image.steps.python_connectors import BuildConnectorImages
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.test.steps.python_connectors import PyAirbyteValidation, UnitTests
-from pipelines.models.steps import StepResult, StepStatus
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-class TestUnitTests:
-    @pytest.fixture
-    def connector_with_poetry(self):
-        return Connector("destination-duckdb")
-
-    @pytest.fixture
-    def certified_connector_with_setup(self, all_connectors):
-        for connector in all_connectors:
-            if connector.support_level == "certified" and connector.language in [ConnectorLanguage.LOW_CODE, ConnectorLanguage.PYTHON]:
-                if connector.code_directory.joinpath("setup.py").exists():
-                    return connector
-        pytest.skip("No certified connector with setup.py found.")
-
-    @pytest.fixture
-    def context_for_certified_connector_with_setup(self, mocker, certified_connector_with_setup, dagger_client, current_platform):
-        context = ConnectorContext(
-            pipeline_name="test unit tests",
-            connector=certified_connector_with_setup,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    @pytest.fixture
-    async def certified_container_with_setup(self, context_for_certified_connector_with_setup, current_platform):
-        result = await BuildConnectorImages(context_for_certified_connector_with_setup).run()
-        return result.output[current_platform]
-
-    @pytest.fixture
-    def context_for_connector_with_poetry(self, mocker, connector_with_poetry, dagger_client, current_platform):
-        context = ConnectorContext(
-            pipeline_name="test unit tests",
-            connector=connector_with_poetry,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    @pytest.fixture
-    async def container_with_poetry(self, context_for_connector_with_poetry, current_platform):
-        result = await BuildConnectorImages(context_for_connector_with_poetry).run()
-        return result.output[current_platform]
-
-    async def test__run_for_setup_py(self, context_for_certified_connector_with_setup, certified_container_with_setup):
-        # Assume that the tests directory is available
-        result = await UnitTests(context_for_certified_connector_with_setup)._run(certified_container_with_setup)
-        assert isinstance(result, StepResult)
-        assert "test session starts" in result.stdout or "test session starts" in result.stderr
-        assert (
-            "Total coverage:" in result.stdout
-        ), "The pytest-cov package should be installed in the test environment and test coverage report should be displayed."
-        assert "Required test coverage of" in result.stdout, "A test coverage threshold should be defined for certified connectors."
-        pip_freeze_output = await result.output.with_exec(["pip", "freeze"]).stdout()
-        assert (
-            context_for_certified_connector_with_setup.connector.technical_name in pip_freeze_output
-        ), "The connector should be installed in the test environment."
-        assert "pytest" in pip_freeze_output, "The pytest package should be installed in the test environment."
-        assert "pytest-cov" in pip_freeze_output, "The pytest-cov package should be installed in the test environment."
-
-    async def test__run_for_poetry(self, context_for_connector_with_poetry, container_with_poetry):
-        # Assume that the tests directory is available
-        result = await UnitTests(context_for_connector_with_poetry).run(container_with_poetry)
-        assert isinstance(result, StepResult)
-        # We only check for the presence of "test session starts" because we have no guarantee that the tests will pass
-        assert "test session starts" in result.stdout or "test session starts" in result.stderr, "The pytest tests should have started."
-        pip_freeze_output = await result.output.with_exec(["poetry", "run", "pip", "freeze"]).stdout()
-
-        assert (
-            context_for_connector_with_poetry.connector.technical_name in pip_freeze_output
-        ), "The connector should be installed in the test environment."
-        assert "pytest" in pip_freeze_output, "The pytest package should be installed in the test environment."
-
-    def test_params(self, context_for_certified_connector_with_setup):
-        step = UnitTests(context_for_certified_connector_with_setup)
-        assert step.params_as_cli_options == [
-            "-s",
-            f"--cov={context_for_certified_connector_with_setup.connector.technical_name.replace('-', '_')}",
-            f"--cov-fail-under={step.MINIMUM_COVERAGE_FOR_CERTIFIED_CONNECTORS}",
-        ]
-
-
-class TestPyAirbyteValidationTests:
-    @pytest.fixture
-    def compatible_connector(self):
-        return Connector("source-faker")
-
-    @pytest.fixture
-    def incompatible_connector(self):
-        return Connector("source-postgres")
-
-    @pytest.fixture
-    def context_for_valid_connector(self, compatible_connector, dagger_client, current_platform):
-        context = ConnectorContext(
-            pipeline_name="CLI smoke test with PyAirbyte",
-            connector=compatible_connector,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    @pytest.fixture
-    def context_for_invalid_connector(self, incompatible_connector, dagger_client, current_platform):
-        context = ConnectorContext(
-            pipeline_name="CLI smoke test with PyAirbyte",
-            connector=incompatible_connector,
-            git_branch="test",
-            git_revision="test",
-            diffed_branch="test",
-            git_repo_url="test",
-            report_output_prefix="test",
-            is_local=True,
-            targeted_platforms=[current_platform],
-        )
-        context.dagger_client = dagger_client
-        return context
-
-    async def test__run_validation_success(self, mocker, context_for_valid_connector: ConnectorContext):
-        result = await PyAirbyteValidation(context_for_valid_connector)._run(mocker.MagicMock())
-        assert isinstance(result, StepResult)
-        assert result.status == StepStatus.SUCCESS
-        # Verify the connector name appears in output (stable across PyAirbyte versions)
-        assert context_for_valid_connector.connector.technical_name in (result.stdout + result.stderr)
-
-    async def test__run_validation_skip_unpublished_connector(
-        self,
-        mocker,
-        context_for_invalid_connector: ConnectorContext,
-    ):
-        result = await PyAirbyteValidation(context_for_invalid_connector)._run(mocker.MagicMock())
-        assert isinstance(result, StepResult)
-        assert result.status == StepStatus.SKIPPED
-
-    async def test__run_validation_fail(
-        self,
-        mocker,
-        context_for_invalid_connector: ConnectorContext,
-    ):
-        metadata = context_for_invalid_connector.connector.metadata
-        metadata["remoteRegistries"] = {"pypi": {"enabled": True, "packageName": "airbyte-source-postgres"}}
-        metadata_mock = mocker.PropertyMock(return_value=metadata)
-        with patch.object(Connector, "metadata", metadata_mock):
-            result = await PyAirbyteValidation(context_for_invalid_connector)._run(mocker.MagicMock())
-            assert isinstance(result, StepResult)
-            assert result.status == StepStatus.FAILURE
-            assert "is not installable" in result.stderr
diff --git a/airbyte-ci/connectors/pipelines/tests/test_upgrade_java_cdk.py b/airbyte-ci/connectors/pipelines/tests/test_upgrade_java_cdk.py
deleted file mode 100644
index 4e515605107d..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/test_upgrade_java_cdk.py
+++ /dev/null
@@ -1,136 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import random
-from pathlib import Path
-from typing import List
-from unittest.mock import AsyncMock, MagicMock
-
-import anyio
-import asyncclick as click
-import pytest
-from connector_ops.utils import Connector, ConnectorLanguage
-from dagger import Directory
-
-from pipelines.airbyte_ci.connectors.context import ConnectorContext
-from pipelines.airbyte_ci.connectors.publish import pipeline as publish_pipeline
-from pipelines.airbyte_ci.connectors.upgrade_cdk import pipeline as upgrade_cdk_pipeline
-from pipelines.models.steps import StepStatus
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture
-def sample_connector():
-    return Connector("source-postgres")
-
-
-def get_sample_build_gradle(airbyte_cdk_version: str, useLocalCdk: str):
-    return f"""import org.jsonschema2pojo.SourceType
-
-plugins {{
-    id 'application'
-    id 'airbyte-java-connector'
-    id "org.jsonschema2pojo" version "1.2.1"
-}}
-
-java {{
-    compileJava {{
-        options.compilerArgs += "-Xlint:-try,-rawtypes,-unchecked"
-    }}
-}}
-
-airbyteJavaConnector {{
-    cdkVersionRequired = '{airbyte_cdk_version}'
-    features = ['db-sources']
-    useLocalCdk = {useLocalCdk}
-}}
-
-
-application {{
-    mainClass = 'io.airbyte.integrations.source.postgres.PostgresSource'
-    applicationDefaultJvmArgs = ['-XX:+ExitOnOutOfMemoryError', '-XX:MaxRAMPercentage=75.0']
-}}
-"""
-
-
-@pytest.fixture
-def connector_context(sample_connector, dagger_client, current_platform):
-    context = ConnectorContext(
-        pipeline_name="test",
-        connector=sample_connector,
-        git_branch="test",
-        git_revision="test",
-        diffed_branch="test",
-        git_repo_url="test",
-        report_output_prefix="test",
-        is_local=True,
-        targeted_platforms=[current_platform],
-    )
-    context.dagger_client = dagger_client
-    return context
-
-
-@pytest.mark.parametrize(
-    "build_gradle_content, expected_build_gradle_content",
-    [
-        (get_sample_build_gradle("1.2.3", "false"), get_sample_build_gradle("6.6.6", "false")),
-        (get_sample_build_gradle("1.2.3", "true"), get_sample_build_gradle("6.6.6", "false")),
-        (get_sample_build_gradle("6.6.6", "false"), get_sample_build_gradle("6.6.6", "false")),
-        (get_sample_build_gradle("6.6.6", "true"), get_sample_build_gradle("6.6.6", "false")),
-        (get_sample_build_gradle("7.0.0", "false"), get_sample_build_gradle("6.6.6", "false")),
-        (get_sample_build_gradle("7.0.0", "true"), get_sample_build_gradle("6.6.6", "false")),
-    ],
-)
-async def test_run_connector_cdk_upgrade_pipeline(
-    connector_context: ConnectorContext, build_gradle_content: str, expected_build_gradle_content: str
-):
-    full_og_connector_dir = await connector_context.get_connector_dir()
-    updated_connector_dir = full_og_connector_dir.with_new_file("build.gradle", build_gradle_content)
-
-    # For this test, replace the actual connector dir with an updated version that sets the build.gradle contents
-    connector_context.get_connector_dir = AsyncMock(return_value=updated_connector_dir)
-
-    # Mock the diff method to record the resulting directory and return a mock to not actually export the diff to the repo
-    updated_connector_dir.diff = MagicMock(return_value=AsyncMock())
-    step = upgrade_cdk_pipeline.SetCDKVersion(connector_context, "6.6.6")
-    step_result = await step.run()
-    assert step_result.status == StepStatus.SUCCESS
-
-    # Check that the resulting directory that got passed to the mocked diff method looks as expected
-    resulting_directory: Directory = await full_og_connector_dir.diff(updated_connector_dir.diff.call_args[0][0])
-    files = await resulting_directory.entries()
-    # validate only build.gradle is changed
-    assert files == ["build.gradle"]
-    build_gradle = resulting_directory.file("build.gradle")
-    actual_build_gradle_content = await build_gradle.contents()
-    assert actual_build_gradle_content == expected_build_gradle_content
-
-    # Assert that the diff was exported to the repo
-    assert updated_connector_dir.diff.return_value.export.call_count == 1
-
-
-async def test_skip_connector_cdk_upgrade_pipeline_on_missing_build_gradle(connector_context: ConnectorContext):
-    full_og_connector_dir = await connector_context.get_connector_dir()
-    updated_connector_dir = full_og_connector_dir.without_file("build.gradle")
-
-    connector_context.get_connector_dir = AsyncMock(return_value=updated_connector_dir)
-
-    step = upgrade_cdk_pipeline.SetCDKVersion(connector_context, "6.6.6")
-    step_result = await step.run()
-    assert step_result.status == StepStatus.FAILURE
-
-
-async def test_fail_connector_cdk_upgrade_pipeline_on_missing_airbyte_cdk(connector_context: ConnectorContext):
-    full_og_connector_dir = await connector_context.get_connector_dir()
-    updated_connector_dir = full_og_connector_dir.with_new_file("build.gradle", get_sample_build_gradle("abc", "false"))
-
-    connector_context.get_connector_dir = AsyncMock(return_value=updated_connector_dir)
-
-    step = upgrade_cdk_pipeline.SetCDKVersion(connector_context, "6.6.6")
-    step_result = await step.run()
-    assert step_result.status == StepStatus.FAILURE
diff --git a/airbyte-ci/connectors/pipelines/tests/utils.py b/airbyte-ci/connectors/pipelines/tests/utils.py
deleted file mode 100644
index b140bca6779c..000000000000
--- a/airbyte-ci/connectors/pipelines/tests/utils.py
+++ /dev/null
@@ -1,68 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import random
-from unittest.mock import AsyncMock
-
-from connector_ops.utils import Connector, ConnectorLanguage, get_all_connectors_in_repo
-
-ALL_CONNECTORS = get_all_connectors_in_repo()
-
-
-class MockContainerClass:
-    """HACK: We Mock the Dagger.container class manually as AsyncMock does not properly infer the return type of the with_label and with_exec methods."""
-
-    def with_label(self, *args, **kwargs):
-        return self
-
-    async def with_exec(self, *args, **kwargs):
-        return self
-
-    def with_file(self, *args, **kwargs):
-        return self
-
-    def with_directory(self, *args, **kwargs):
-        return self
-
-    def with_env_variable(self, *args, **kwargs):
-        return self
-
-
-def pick_a_random_connector(
-    language: ConnectorLanguage = None,
-    support_level: str = None,
-    other_picked_connectors: list = None,
-    ignore_strict_encrypt_variants: bool = True,
-) -> Connector:
-    """Pick a random connector from the list of all connectors."""
-    if not ignore_strict_encrypt_variants:
-        all_connectors = [c for c in list(ALL_CONNECTORS)]
-    else:
-        all_connectors = [c for c in list(ALL_CONNECTORS) if "-strict-encrypt" not in c.technical_name]
-    if language:
-        all_connectors = [c for c in all_connectors if c.language is language]
-    if support_level:
-        all_connectors = [c for c in all_connectors if c.support_level == support_level]
-    else:
-        all_connectors = [c for c in all_connectors if c.support_level != "archived"]
-    picked_connector = random.choice(all_connectors)
-    if other_picked_connectors:
-        while picked_connector in other_picked_connectors:
-            picked_connector = random.choice(all_connectors)
-    return picked_connector
-
-
-def pick_a_strict_encrypt_variant_pair():
-    for c in ALL_CONNECTORS:
-        if c.technical_name.endswith("-strict-encrypt") and c.support_level != "archived":
-            main_connector = Connector(c.relative_connector_path.replace("-strict-encrypt", ""))
-            return main_connector, c
-
-
-def mock_container():
-    container_mock = AsyncMock(MockContainerClass)
-    container_mock.with_label.return_value = container_mock
-    container_mock.with_exec.return_value = container_mock
-    container_mock.with_file.return_value = container_mock
-    return container_mock
diff --git a/airbyte-integrations/bases/connector-acceptance-test/.coveragerc b/airbyte-integrations/bases/connector-acceptance-test/.coveragerc
deleted file mode 100644
index 2cda014ccf5e..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/.coveragerc
+++ /dev/null
@@ -1,8 +0,0 @@
-[report]
-# show lines missing coverage
-show_missing = true
-# coverage 74% measured on 4977ac2c527f03c15ce0094cfd48f6104a0fd82f (2022-10-26)
-# This number should probably never be adjusted down, only up i.e: we should only ever increase our test coverage
-fail_under = 74
-skip_covered = true
-skip_empty = true
diff --git a/airbyte-integrations/bases/connector-acceptance-test/.dockerignore b/airbyte-integrations/bases/connector-acceptance-test/.dockerignore
deleted file mode 100644
index b93d78698493..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/.dockerignore
+++ /dev/null
@@ -1,7 +0,0 @@
-*
-!Dockerfile
-!connector_acceptance_test
-!pyproject.toml
-!poetry.lock
-!pytest.ini
-!requirements.txt
\ No newline at end of file
diff --git a/airbyte-integrations/bases/connector-acceptance-test/CHANGELOG.md b/airbyte-integrations/bases/connector-acceptance-test/CHANGELOG.md
deleted file mode 100644
index 2f2ef4c8045f..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/CHANGELOG.md
+++ /dev/null
@@ -1,599 +0,0 @@
-# Changelog
-
-## 3.9.9
-
-Allow for additionalProperties in the stream schema to be any value except False in the case of connectors whose schemas that have an actual data field called additionalProperties (not the JSON schema additionalProperties).
-
-## 3.9.8
-
-Give ownership of copied connection object files to the image user to make sure it has permission to write them (config migration).
-
-## 3.9.7
-
-Mount connection objects to readable paths in the container for rootless images.
- 
-## 3.9.6
-
-Write connector output to a writtable directory to avoid permission issues on rootless images.
-
-## 3.9.5
-
-Fix parsing of inlined manifest specs in `test_match_expected`
-
-## 3.9.4
-
-Upgrade to Dagger 0.13
-
-## 3.9.3
-
-Undo failure trace message test case changes from 3.9.1
-
-## 3.9.2
-
-Relax test_oneof_usage criteria for constant value definitions.
-
-## 3.9.1
-
-Bug fixes for dagger execution caching and for failure trace message test case.
-
-## 3.9.0
-
-Add support for using `manifest.yaml` as a spec input.
-
-## 3.8.6
-
-Allow a final teardown command to be run after all tests.
-
-## 3.8.5
-
-Update CAT tests for discover to deduplicate on namespace and stream name pair.
-
-## 3.8.4
-
-Only export /integration-tests directory back to host (for use by DB sources).
-
-## 3.8.3
-
-Add handling for global state messages (for use by DB sources).
-
-## 3.8.2
-
-Allow tests to access the setup/teardown container.
-
-## 3.8.1
-
-Provide the ability for users to perform setup/teardown by building and running a container before each test.
-
-## 3.8.0
-
-Add `TestDiscovery.test_primary_keys_data_type`, which validates that primary keys are not of type `array` or `object` in discovered catalog.
-Add `validate_primary_keys_data_type` to `TestBasicRead.test_read`, which validates that primary keys are not of type `array` or `object` in records
-and ensures that at least one primary key is non-null when there is a composite primary key.
-
-## 3.7.0
-
-Add `validate_state_messages` to TestBasicRead.test_read:: Validate that all states contain neither legacy state emissions nor missing source stats in the state message.
-
-## 3.6.0
-
-Relaxing CATs validation when a stream has a primary key defined.
-
-## 3.5.0
-
-Add `validate_stream_statuses` to TestBasicRead.test_read:: Validate all statuses for all streams in the catalogs were emitted in correct order.
-
-## 3.4.0
-
-Add TestConnectorDocumentation suite for validating connectors documentation structure and content.
-
-## 3.3.3
-
-Аix `NoAdditionalPropertiesValidator` if no type found in `items`
-
-## 3.3.2
-
-Fix TestBasicRead.test_read.validate_schema: set `additionalProperties` to False recursively for objects.
-
-## 3.3.1
-
-Fix TestSpec.test_oauth_is_default_method to skip connectors that doesn't have predicate_key object.
-
-## 3.3.0
-
-Add `test_certified_connector_has_allowed_hosts` and `test_certified_connector_has_suggested_streams` tests to the `connector_attribute` test suite
-
-## 3.2.0
-
-Add `TestBasicRead.test_all_supported_file_types_present`, which validates that all supported file types are present in the sandbox account for certified file-based connectors.
-
-## 3.1.0
-
-Add TestSpec.test_oauth_is_default_method test with OAuth is default option validation.
-
-## 3.0.1
-
-Upgrade to Dagger 0.9.6
-
-## 3.0.0
-
-Upgrade to Dagger 0.9.5
-
-## 2.2.0
-
-Add connector_attribute test suite and stream primary key validation
-
-## 2.1.4
-
-Add check to ensure stream schemas are valid json schemas
-
-## 2.1.3
-
-Remove dockerfile and migrations tools. We are now running CAT with `airbyte-ci` and new migration operation will be done by the `airbyte-ci` tool.
-
-## 2.1.2
-
-Add check for duplicate stream names
-
-## 2.1.1
-
-Centralize timeout duration declaration and increase timeout for discover.
-
-## 2.1.0
-
-Make the container under test a sessions scoped fixture.
-Support loading it from its Dagger container id for better performance.
-Install pytest-xdist to support running tests in parallel.
-
-## 2.0.2
-
-Make `test_two_sequential_reads` handle namespace property in stream descriptor.
-
-## 2.0.1
-
-Changing `format` or `airbyte_type` in a field definition of a schema or specification is now a breaking change.
-
-## 2.0.0
-
-Update test_incremental.test_two_sequential_reads to be unaware of the contents of the state message. This is to support connectors that have a custom implementation of a cursor.
-
-## 1.0.4
-
-Fix edge case in skip_backward_compatibility_tests_fixture on discovery: if the current config structure is not compatible with the previous connector version, the discovery command failing and the previous connector version catalog could not be retrieved.
-
-## 1.0.3
-
-Add tests for display_type property
-
-## 1.0.2
-
-Fix bug in skip_backward_compatibility_tests_fixture, the previous connector version could not be retrieved.
-
-## 1.0.1
-
-Pin airbyte-protocol-model to <1.0.0.
-
-## 1.0.0
-
-Bump to Python 3.10, use dagger instead of docker-py in the ConnectorRunner.
-
-## 0.11.5
-
-Changing test output and adding diff to test_read
-
-## 0.11.4
-
-Relax checking of `oneOf` common property and allow optional `default` keyword additional to `const` keyword.
-
-## 0.11.3
-
-Refactor test_oauth_flow_parameters to validate advanced_auth instead of the deprecated authSpecification
-
-## 0.11.2
-
-Do not enforce spec.json/spec.yaml
-
-## 0.11.1
-
-Test connector image labels and make sure they are set correctly and match metadata.yaml.
-
-## 0.11.0
-
-Add backward_compatibility.check_if_field_removed test to check if a field has been removed from the catalog.
-
-## 0.10.8
-
-Increase the connection timeout to Docker client to 2 minutes ([context](https://github.com/airbytehq/airbyte/issues/27401))
-
-## 0.10.7
-
-Fix on supporting arrays in the state (ensure string are parsed as string and not int)
-
-## 0.10.6
-
-Supporting arrays in the state by allowing ints in cursor_paths
-
-## 0.10.5
-
-Skipping test_catalog_has_supported_data_types as it is failing on too many connectors. Will first address globally the type/format problems at scale and then re-enable it.
-
-## 0.10.4
-
-Fixing bug: test_catalog_has_supported_data_types should support stream properties having `/` in it.
-
-## 0.10.3
-
-Fixing bug: test_catalog_has_supported_data_types , integer is a supported airbyte type.
-
-## 0.10.2
-
-Fixing bug: test_catalog_has_supported_data_types was failing when a connector stream property is named 'type'.
-
-## 0.10.1
-
-Reverting to 0.9.0 as the latest version. 0.10.0 was released with a bug failing CAT on a couple of connectors.
-
-## 0.10.0
-
-Discovery test: add validation that fails if the declared types/format/airbyte_types in the connector's streams properties are not [supported data types](https://docs.airbyte.com/understanding-airbyte/supported-data-types/) or if their combination is invalid.
-
-## 0.9.0
-
-Basic read test: add validation that fails if undeclared columns are present in records. Add `fail_on_extra_fields` input parameter to ignore this failure if desired.
-
-## 0.8.0
-
-Spec tests: Make sure grouping and ordering properties are used in a consistent way.
-
-## 0.7.2
-
-TestConnection: assert that a check with `exception` status emits a trace message.
-
-## 0.7.1
-
-Discovery backward compatibility tests: handle errors on previous connectors catalog retrieval. Return None when the discovery failed. It should unblock the situation when tests fails even if you bypassed backward compatibility tests.
-
-## 0.7.0
-
-Basic read test: add `ignored_fields`, change configuration format by adding optional `bypass_reason` [#22996](https://github.com/airbytehq/airbyte/pull/22996)
-
-## 0.6.1
-
-Fix docker API - "Error" is optional. [#22987](https://github.com/airbytehq/airbyte/pull/22987)
-
-## 0.6.0
-
-Allow passing custom environment variables to the connector under test. [#22937](https://github.com/airbytehq/airbyte/pull/22937).
-
-## 0.5.3
-
-Spec tests: Make `oneOf` checks work for nested `oneOf`s. [#22395](https://github.com/airbytehq/airbyte/pull/22395)
-
-## 0.5.2
-
-Check that `emitted_at` increases during subsequent reads. [#22291](https://github.com/airbytehq/airbyte/pull/22291)
-
-## 0.5.1
-
-Fix discovered catalog caching for different configs. [#22301](https://github.com/airbytehq/airbyte/pull/22301)
-
-## 0.5.0
-
-Re-release of 0.3.0 [#21451](https://github.com/airbytehq/airbyte/pull/21451)
-
-# Renamed image from `airbyte/source-acceptance-test` to `airbyte/connector-acceptance-test` - Older versions are only available under the old name
-
-## 0.4.0
-
-Revert 0.3.0
-
-## 0.3.0
-
-(Broken) Add various stricter checks for specs (see PR for details). [#21451](https://github.com/airbytehq/airbyte/pull/21451)
-
-## 0.2.26
-
-Check `future_state` only for incremental streams. [#21248](https://github.com/airbytehq/airbyte/pull/21248)
-
-## 0.2.25
-
-Enable bypass reason for future state test config.[#20549](https://github.com/airbytehq/airbyte/pull/20549)
-
-## 0.2.24
-
-Check for nullity of docker runner in `previous_discovered_catalog_fixture`.[#20899](https://github.com/airbytehq/airbyte/pull/20899)
-
-## 0.2.23
-
-Skip backward compatibility tests on specifications if actual and previous specifications and discovered catalogs are identical.[#20435](https://github.com/airbytehq/airbyte/pull/20435)
-
-## 0.2.22
-
-Capture control messages to store and use updated configurations. [#19979](https://github.com/airbytehq/airbyte/pull/19979).
-
-## 0.2.21
-
-Optionally disable discovered catalog caching. [#19806](https://github.com/airbytehq/airbyte/pull/19806).
-
-## 0.2.20
-
-Stricter integer field schema validation. [#19820](https://github.com/airbytehq/airbyte/pull/19820).
-
-## 0.2.19
-
-Test for exposed secrets: const values can not hold secrets. [#19465](https://github.com/airbytehq/airbyte/pull/19465).
-
-## 0.2.18
-
-Test connector specification against exposed secret fields. [#19124](https://github.com/airbytehq/airbyte/pull/19124).
-
-## 0.2.17
-
-Make `incremental.future_state` mandatory in `high` `test_strictness_level`. [#19085](https://github.com/airbytehq/airbyte/pull/19085/).
-
-## 0.2.16
-
-Run `basic_read` on the discovered catalog in `high` `test_strictness_level`. [#18937](https://github.com/airbytehq/airbyte/pull/18937).
-
-## 0.2.15
-
-Make `expect_records` mandatory in `high` `test_strictness_level`. [#18497](https://github.com/airbytehq/airbyte/pull/18497/).
-
-## 0.2.14
-
-Fail basic read in `high` `test_strictness_level` if no `bypass_reason` is set on empty_streams. [#18425](https://github.com/airbytehq/airbyte/pull/18425/).
-
-## 0.2.13
-
-Fail tests in `high` `test_strictness_level` if all tests are not configured. [#18414](https://github.com/airbytehq/airbyte/pull/18414/).
-
-## 0.2.12
-
-Declare `bypass_reason` field in test configuration. [#18364](https://github.com/airbytehq/airbyte/pull/18364).
-
-## 0.2.11
-
-Declare `test_strictness_level` field in test configuration. [#18218](https://github.com/airbytehq/airbyte/pull/18218).
-
-## 0.2.10
-
-Bump `airbyte-cdk~=0.2.0`
-
-## 0.2.9
-
-Update tests after protocol change making `supported_sync_modes` a required property of `AirbyteStream` [#15591](https://github.com/airbytehq/airbyte/pull/15591/)
-
-## 0.2.8
-
-Make full refresh tests tolerant to new records in a sequential read.[#17660](https://github.com/airbytehq/airbyte/pull/17660/)
-
-## 0.2.7
-
-Fix a bug when a state is evaluated once before used in a loop of `test_read_sequential_slices` [#17757](https://github.com/airbytehq/airbyte/pull/17757/)
-
-## 0.2.6
-
-Backward compatibility hypothesis testing: disable "filtering too much" health check. [#17871](https://github.com/airbytehq/airbyte/pull/17871)
-
-## 0.2.5
-
-Unit test `test_state_with_abnormally_large_values` to check state emission testing is working. [#17791](https://github.com/airbytehq/airbyte/pull/17791)
-
-## 0.2.4
-
-Make incremental tests compatible with per stream states.[#16686](https://github.com/airbytehq/airbyte/pull/16686/)
-
-## 0.2.3
-
-Backward compatibility tests: improve `check_if_type_of_type_field_changed` to make it less radical when validating specs and allow `'str' -> ['str', '<another_type>']` type changes.[#16429](https://github.com/airbytehq/airbyte/pull/16429/)
-
-## 0.2.2
-
-Backward compatibility tests: improve `check_if_cursor_field_was_changed` to make it less radical and allow stream addition to catalog.[#15835](https://github.com/airbytehq/airbyte/pull/15835/)
-
-## 0.2.1
-
-Don't fail on updating `additionalProperties`: fix IndexError [#15532](https://github.com/airbytehq/airbyte/pull/15532/)
-
-## 0.2.0
-
-Finish backward compatibility syntactic tests implementation: check that cursor fields were not changed. [#15520](https://github.com/airbytehq/airbyte/pull/15520/)
-
-## 0.1.62
-
-Backward compatibility tests: add syntactic validation of catalogs [#15486](https://github.com/airbytehq/airbyte/pull/15486/)
-
-## 0.1.61
-
-Add unit tests coverage computation [#15443](https://github.com/airbytehq/airbyte/pull/15443/).
-
-## 0.1.60
-
-Backward compatibility tests: validate fake previous config against current connector specification. [#15367](https://github.com/airbytehq/airbyte/pull/15367)
-
-## 0.1.59
-
-Backward compatibility tests: add syntactic validation of specs [#15194](https://github.com/airbytehq/airbyte/pull/15194/).
-
-## 0.1.58
-
-Bootstrap spec backward compatibility tests. Add fixtures to retrieve a previous connector version spec [#14954](https://github.com/airbytehq/airbyte/pull/14954/).
-
-## 0.1.57
-
-Run connector from its image `working_dir` instead of from `/data`.
-
-## 0.1.56
-
-Add test case in `TestDiscovery` and `TestConnection` to assert `additionalProperties` fields are set to true if they are declared [#14878](https://github.com/airbytehq/airbyte/pull/14878/).
-
-## 0.1.55
-
-Add test case in `TestDiscovery` to assert `supported_sync_modes` stream field in catalog is set and not empty.
-
-## 0.1.54
-
-Fixed `AirbyteTraceMessage` test case to make connectors fail more reliably.
-
-## 0.1.53
-
-Add more granular incremental testing that walks through syncs and verifies records according to cursor value.
-
-## 0.1.52
-
-Add test case for `AirbyteTraceMessage` emission on connector failure: [#12796](https://github.com/airbytehq/airbyte/pull/12796/).
-
-## 0.1.51
-
-- Add `threshold_days` option for lookback window support in incremental tests.
-- Update CDK to prevent warnings when encountering new `AirbyteTraceMessage`s.
-
-## 0.1.50
-
-Added support for passing a `.yaml` file as `spec_path`.
-
-## 0.1.49
-
-Fixed schema parsing when a JSONschema `type` was not present - we now assume `object` if the `type` is not present.
-
-## 0.1.48
-
-Add checking that oneOf common property has only `const` keyword, no `default` and `enum` keywords: [#11704](https://github.com/airbytehq/airbyte/pull/11704)
-
-## 0.1.47
-
-Added local test success message containing git hash: [#11497](https://github.com/airbytehq/airbyte/pull/11497)
-
-## 0.1.46
-
-Fix `test_oneof_usage` test: [#9861](https://github.com/airbytehq/airbyte/pull/9861)
-
-## 0.1.45
-
-Check for not allowed keywords `allOf`, `not` in connectors schema: [#9851](https://github.com/airbytehq/airbyte/pull/9851)
-
-## 0.1.44
-
-Fix incorrect name of `primary_keys` attribute: [#9768](https://github.com/airbytehq/airbyte/pull/9768)
-
-## 0.1.43
-
-`TestFullRefresh` test can compare records using PKs: [#9768](https://github.com/airbytehq/airbyte/pull/9768)
-
-## 0.1.36
-
-Add assert that `spec.json` file does not have any `$ref` in it: [#8842](https://github.com/airbytehq/airbyte/pull/8842)
-
-## 0.1.32
-
-Add info about skipped failed tests in `/test` command message on GitHub: [#8691](https://github.com/airbytehq/airbyte/pull/8691)
-
-## 0.1.31
-
-Take `ConfiguredAirbyteCatalog` from discover command by default
-
-## 0.1.30
-
-Validate if each field in a stream has appeared at least once in some record.
-
-## 0.1.29
-
-Add assert that output catalog does not have any `$ref` in it
-
-## 0.1.28
-
-Print stream name when incremental sync tests fail
-
-## 0.1.27
-
-Add ignored fields for full refresh test (unit tests)
-
-## 0.1.26
-
-Add ignored fields for full refresh test
-
-## 0.1.25
-
-Fix incorrect nested structures compare.
-
-## 0.1.24
-
-Improve message about errors in the stream's schema: [#6934](https://github.com/airbytehq/airbyte/pull/6934)
-
-## 0.1.23
-
-Fix incorrect auth init flow check defect.
-
-## 0.1.22
-
-Fix checking schemas with root `$ref` keyword
-
-## 0.1.21
-
-Fix rootObject oauth init parameter check
-
-## 0.1.20
-
-Add oauth init flow parameter verification for spec.
-
-## 0.1.19
-
-Assert a non-empty overlap between the fields present in the record and the declared json schema.
-
-## 0.1.18
-
-Fix checking date-time format against nullable field.
-
-## 0.1.17
-
-Fix serialize function for acceptance-tests: [#5738](https://github.com/airbytehq/airbyte/pull/5738)
-
-## 0.1.16
-
-Fix for flake8-ckeck for acceptance-tests: [#5785](https://github.com/airbytehq/airbyte/pull/5785)
-
-## 0.1.15
-
-Add detailed logging for acceptance tests: [5392](https://github.com/airbytehq/airbyte/pull/5392)
-
-## 0.1.14
-
-Fix for NULL datetime in MySQL format (i.e. `0000-00-00`): [#4465](https://github.com/airbytehq/airbyte/pull/4465)
-
-## 0.1.13
-
-Replace `validate_output_from_all_streams` with `empty_streams` param: [#4897](https://github.com/airbytehq/airbyte/pull/4897)
-
-## 0.1.12
-
-Improve error message when data mismatches schema: [#4753](https://github.com/airbytehq/airbyte/pull/4753)
-
-## 0.1.11
-
-Fix error in the naming of method `test_match_expected` for class `TestSpec`.
-
-## 0.1.10
-
-Add validation of input config.json against spec.json.
-
-## 0.1.9
-
-Add configurable validation of schema for all records in BasicRead test: [#4345](https://github.com/airbytehq/airbyte/pull/4345)
-
-The validation is ON by default.
-To disable validation for the source you need to set `validate_schema: off` in the config file.
-
-## 0.1.8
-
-Fix cursor_path to support nested and absolute paths: [#4552](https://github.com/airbytehq/airbyte/pull/4552)
-
-## 0.1.7
-
-Add: `test_spec` additionally checks if Dockerfile has `ENV AIRBYTE_ENTRYPOINT` defined and equal to space_joined `ENTRYPOINT`
-
-## 0.1.6
-
-Add test whether PKs present and not None if `source_defined_primary_key` defined: [#4140](https://github.com/airbytehq/airbyte/pull/4140)
-
-## 0.1.5
-
-Add configurable timeout for the acceptance tests: [#4296](https://github.com/airbytehq/airbyte/pull/4296)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/Dockerfile b/airbyte-integrations/bases/connector-acceptance-test/Dockerfile
deleted file mode 100644
index acd8ba2e1a9a..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/Dockerfile
+++ /dev/null
@@ -1,28 +0,0 @@
-FROM python:3.11.9 as base
-
-
-ENV ACCEPTANCE_TEST_DOCKER_CONTAINER 1
-ENV DOCKER_VERSION = "24.0.2"
-
-RUN apt-get update \
-    && pip install --upgrade pip \
-    && apt-get -y install tzdata bash curl
-
-# Docker is required for the dagger in docker use case.
-RUN curl -fsSL https://get.docker.com | sh
-
-
-RUN pip install poetry==1.8.4
-RUN poetry config virtualenvs.create false
-RUN echo "Etc/UTC" > /etc/timezone
-
-WORKDIR /app
-COPY pyproject.toml /app
-COPY poetry.lock /app
-RUN poetry install --no-root --only main --no-interaction --no-ansi
-COPY . /app
-RUN poetry install --only main --no-cache --no-interaction --no-ansi
-
-
-WORKDIR /test_input
-ENTRYPOINT ["python", "-m", "pytest", "-p", "connector_acceptance_test.plugin", "-r", "fEsx", "--show-capture=log"]
diff --git a/airbyte-integrations/bases/connector-acceptance-test/README.md b/airbyte-integrations/bases/connector-acceptance-test/README.md
deleted file mode 100644
index 15937f7d80f6..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/README.md
+++ /dev/null
@@ -1,115 +0,0 @@
-# Connector Acceptance Tests (CAT)
-
-This package gathers multiple test suites to assess the sanity of any Airbyte connector.
-It is shipped as a [pytest](https://docs.pytest.org/en/7.1.x/) plugin and relies on pytest to discover, configure and execute tests.
-Test-specific documentation can be found [here](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference/).
-
-## Configuration
-
-The acceptance tests are configured via the `acceptance-test-config.yml` YAML file, which is passed to the plugin via the `--acceptance-test-config` option.
-
-## Running the acceptance tests locally
-
-Note there are MANY ways to do this at this time, but we are working on consolidating them.
-
-Which method you choose to use depends on the context you are in.
-
-Pre-requisites:
-
-- Setting up a Service Account for Google Secrets Manager (GSM) access. See [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/ci_credentials/README.md)
-- Ensuring that you have the `GCP_GSM_CREDENTIALS` environment variable set to the contents of your GSM service account key file.
-- [Poetry](https://python-poetry.org/docs/#installation) installed
-- [Pipx](https://pypa.github.io/pipx/installation/) installed
-
-### Running CAT in the same environment as our CI/CD pipeline (`airbyte-ci`)
-
-_Note: Install instructions for airbyte-ci are [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) _
-
-**This runs connector acceptance and other tests that run in our CI**
-
-```bash
-airbyte-ci connectors --name=<connector-name> test
-```
-
-### Running CAT locally for Debugging/Development Purposes
-
-**Pre-requisites:**
-
-To learn how to set up `ci_credentials` and your GSM Service account see [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/ci_credentials/README.md)
-
-```bash
-# Hook up your GSM service account
-export GCP_GSM_CREDENTIALS=`cat <path-to-gsm-service-account-key-file>`
-
-# Install the credentials tool
-pipx install airbyte-ci/connectors/ci_credentials/ --force --editable
-```
-
-**Retrieve a connectors sandbox secrets**
-
-```bash
-# From the root of the airbyte repo
-
-# Writes the secrets to airbyte-integrations/connectors/source-faker/secrets
-VERSION=dev ci_credentials connectors/source-faker write-to-storage
-```
-
-**Run install dependencies**
-
-```bash
-# Navigate to our CAT test directory
-cd airbyte-integrations/bases/connector-acceptance-test/
-
-# Install dependencies
-poetry install
-```
-
-**Run the tests**
-
-```bash
-# Run tests against your connector
-poetry run pytest -p connector_acceptance_test.plugin --acceptance-test-config=../../connectors/source-faker --pdb
-```
-
-### Manually
-
-1. `cd` into your connector project (e.g. `airbyte-integrations/connectors/source-pokeapi`)
-2. Edit `acceptance-test-config.yml` according to your need. Please refer to our [Connector Acceptance Test Reference](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference/) if you need details about the available options.
-3. Build the connector docker image ( e.g.: `airbyte-ci connectors --name=source-pokeapi build`)
-4. Use one of the following ways to run tests (**from your connector project directory**)
-
-## Developing on the acceptance tests
-
-You may want to iterate on the acceptance test project itself: adding new tests, fixing a bug etc.
-These iterations are more conveniently achieved by remaining in the current directory.
-
-1. Install dependencies via `poetry install`
-2. Run the unit tests on the acceptance tests themselves: `poetry run pytest unit_tests` (add the `--pdb` option if you want to enable the debugger on test failure)
-3. To run specific unit test(s), add `-k` to the above command, e.g. `poetry run python -m pytest unit_tests -k 'test_property_can_store_secret'`. You can use wildcards `*` here as well.
-4. Make the changes you want:
-   - Global pytest fixtures are defined in `./connector_acceptance_test/conftest.py`
-   - Existing test modules are defined in `./connector_acceptance_test/tests`
-   - `acceptance-test-config.yaml` structure is defined in `./connector_acceptance_test/config.py`
-5. Unit test your changes by adding tests to `./unit_tests`
-6. Run the unit tests on the acceptance tests again: `poetry run pytest unit_tests`, make sure the coverage did not decrease. You can bypass slow tests by using the `slow` marker: `poetry run pytest unit_tests -m "not slow"`.
-7. Manually test the changes you made by running acceptance tests on a specific connector:
-   - First build the connector to ensure your local image is up-to-date: `airbyte-ci connectors --name=source-pokeapi build`
-   - Then run the acceptance tests on the connector: `poetry run pytest -p connector_acceptance_test.plugin --acceptance-test-config=../../connectors/source-pokeapi`
-8. Make sure you updated `docs/connector-development/testing-connectors/connector-acceptance-tests-reference.md` according to your changes
-9. Update the project changelog `airbyte-integrations/bases/connector-acceptance-test/CHANGELOG.md`
-10. Open a PR on our GitHub repository
-11. This [GitHub action workflow](https://github.com/airbytehq/airbyte/blob/master/.github/workflows/cat-tests.yml) will be triggered and run the unit tests on your branch.
-12. Publish the new acceptance test version if your PR is approved by running `/legacy-publish connector=bases/connector-acceptance-test run-tests=false` in a GitHub comment
-13. Merge your PR
-
-## Migrating `acceptance-test-config.yml` to latest configuration format
-
-We introduced changes in the structure of `acceptance-test-config.yml` files in version 0.2.12.
-The _legacy_ configuration format is still supported but should be deprecated soon.
-To migrate a legacy configuration to the latest configuration format please run:
-
-```bash
-python -m venv .venv # If you don't have a virtualenv already
-source ./.venv/bin/activate # If you're not in your virtualenv already
-python connector_acceptance_test/tools/strictness_level_migration/config_migration.py ../../connectors/source-to-migrate/acceptance-test-config.yml
-```
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/__init__.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/__init__.py
deleted file mode 100644
index 8e0468ee8193..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/__init__.py
+++ /dev/null
@@ -1,7 +0,0 @@
-#
-# Copyright (c) 2021 Airbyte, Inc., all rights reserved.
-#
-
-from .base import BaseTest
-
-__all__ = ["BaseTest"]
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/base.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/base.py
deleted file mode 100644
index 9c0047ac4c3a..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/base.py
+++ /dev/null
@@ -1,22 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import inflection
-import pytest
-
-from connector_acceptance_test.config import Config
-
-
-@pytest.mark.usefixtures("inputs")
-class BaseTest:
-    @classmethod
-    def config_key(cls):
-        """Name of the test in configuration file, used to override test inputs,"""
-        class_name = cls.__name__
-        if class_name.startswith("Test"):
-            class_name = class_name[len("Test") :]
-        return inflection.underscore(class_name)
-
-    MANDATORY_FOR_TEST_STRICTNESS_LEVELS = [Config.TestStrictnessLevel.high]
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/config.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/config.py
deleted file mode 100644
index 6f2a376b73a2..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/config.py
+++ /dev/null
@@ -1,392 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import logging
-from copy import deepcopy
-from enum import Enum
-from pathlib import Path
-from typing import Any, Dict, Generic, List, Mapping, Optional, Set, TypeVar
-
-from pydantic import BaseModel, Field, root_validator, validator
-from pydantic.generics import GenericModel
-
-
-config_path: str = Field(default="secrets/config.json", description="Path to a JSON object representing a valid connector configuration")
-invalid_config_path: str = Field(description="Path to a JSON object representing an invalid connector configuration")
-spec_path: str = Field(
-    default="secrets/spec.json", description="Path to a JSON object representing the spec expected to be output by this connector"
-)
-configured_catalog_path: Optional[str] = Field(default=None, description="Path to configured catalog")
-timeout_seconds: int = Field(default=None, description="Test execution timeout_seconds", ge=0)
-deployment_mode: Optional[str] = Field(default=None, description="Deployment mode to run the test in", regex=r"^(cloud|oss)$")
-
-SEMVER_REGEX = r"(0|(?:[1-9]\d*))(?:\.(0|(?:[1-9]\d*))(?:\.(0|(?:[1-9]\d*)))?(?:\-([\w][\w\.\-_]*))?)?"
-ALLOW_LEGACY_CONFIG = True
-
-
-class BaseConfig(BaseModel):
-    class Config:
-        extra = "forbid"
-
-
-TestConfigT = TypeVar("TestConfigT")
-
-
-class BackwardCompatibilityTestsConfig(BaseConfig):
-    previous_connector_version: str = Field(
-        regex=SEMVER_REGEX, default="latest", description="Previous connector version to use for backward compatibility tests."
-    )
-    disable_for_version: Optional[str] = Field(
-        regex=SEMVER_REGEX, default=None, description="Disable backward compatibility tests for a specific connector version."
-    )
-
-
-class OAuthTestConfig(BaseConfig):
-    oauth = Field(True, description="Allow source to have another default method that OAuth.")
-    bypass_reason: Optional[str] = Field(description="Reason why OAuth is not default method.")
-
-    @validator("oauth", always=True)
-    def validate_oauth(cls, oauth, values):
-        if oauth is False and not values.get("bypass_reason"):
-            raise ValueError("Please provide a bypass reason for Auth default method")
-        return oauth
-
-
-class SpecTestConfig(BaseConfig):
-    spec_path: str = spec_path
-    config_path: str = config_path
-    timeout_seconds: int = timeout_seconds
-    deployment_mode: Optional[str] = deployment_mode
-    backward_compatibility_tests_config: BackwardCompatibilityTestsConfig = Field(
-        description="Configuration for the backward compatibility tests.", default=BackwardCompatibilityTestsConfig()
-    )
-    auth_default_method: Optional[OAuthTestConfig] = Field(description="Auth default method details.")
-
-
-class ConnectionTestConfig(BaseConfig):
-    class Status(Enum):
-        Succeed = "succeed"
-        Failed = "failed"
-        Exception = "exception"
-
-    config_path: str = config_path
-    status: Status = Field(Status.Succeed, description="Indicate if connection check should succeed with provided config")
-    timeout_seconds: int = timeout_seconds
-    deployment_mode: Optional[str] = deployment_mode
-
-
-class DiscoveryTestConfig(BaseConfig):
-    config_path: str = config_path
-    timeout_seconds: int = timeout_seconds
-    deployment_mode: Optional[str] = deployment_mode
-    backward_compatibility_tests_config: BackwardCompatibilityTestsConfig = Field(
-        description="Configuration for the backward compatibility tests.", default=BackwardCompatibilityTestsConfig()
-    )
-    validate_primary_keys_data_type: bool = Field(True, description="Ensure correct primary keys data type")
-
-
-class ExpectedRecordsConfig(BaseModel):
-    class Config:
-        extra = "forbid"
-
-    bypass_reason: Optional[str] = Field(description="Reason why this test is bypassed.")
-    path: Optional[Path] = Field(description="File with expected records")
-    exact_order: bool = Field(False, description="Ensure that records produced in exact same order")
-
-    @validator("path", always=True)
-    def no_bypass_reason_when_path_is_set(cls, path, values):
-        if path and values.get("bypass_reason"):
-            raise ValueError("You can't set a bypass_reason if a path is set")
-        if not path and not values.get("bypass_reason"):
-            raise ValueError("A path or a bypass_reason must be set")
-        return path
-
-
-class EmptyStreamConfiguration(BaseConfig):
-    name: str
-    bypass_reason: Optional[str] = Field(default=None, description="Reason why this stream is considered empty.")
-
-    def __hash__(self):  # make it hashable
-        return hash((type(self),) + tuple(self.__dict__.values()))
-
-
-class IgnoredFieldsConfiguration(BaseConfig):
-    name: str
-    bypass_reason: Optional[str] = Field(default=None, description="Reason why this field is considered ignored.")
-
-
-class NoPrimaryKeyConfiguration(BaseConfig):
-    name: str
-    bypass_reason: Optional[str] = Field(default=None, description="Reason why this stream does not support a primary key")
-
-
-class AllowedHostsConfiguration(BaseConfig):
-    bypass_reason: Optional[str] = Field(
-        default=None, description="Reason why the Metadata `AllowedHosts` check should be skipped for this certified connector."
-    )
-
-
-class SuggestedStreamsConfiguration(BaseConfig):
-    bypass_reason: Optional[str] = Field(
-        default=None, description="Reason why the Metadata `SuggestedStreams` check should be skipped for this certified connector."
-    )
-
-
-class UnsupportedFileTypeConfig(BaseConfig):
-    extension: str
-    bypass_reason: Optional[str] = Field(description="Reason why this type is considered unsupported.")
-
-    @validator("extension", always=True)
-    def extension_properly_formatted(cls, extension: str) -> str:
-        if not extension.startswith(".") or len(extension) < 2:
-            raise ValueError("Please provide a valid file extension (e.g. '.csv').")
-        return extension
-
-
-class FileTypesConfig(BaseConfig):
-    bypass_reason: Optional[str] = Field(description="Reason why this test is bypassed.")
-    unsupported_types: Optional[List[UnsupportedFileTypeConfig]] = Field(description="A list of unsupported file types for the source.")
-    skip_test: Optional[bool] = Field(False, description="Skip file-based connector specific test.")
-
-    @validator("skip_test", always=True)
-    def no_unsupported_types_when_skip_test(cls, skip_test: bool, values: Dict[str, Any]) -> bool:
-        if skip_test and values.get("unsupported_types"):
-            raise ValueError("You can't set 'unsupported_types' if the test is skipped.")
-        if not skip_test and values.get("bypass_reason") is not None:
-            raise ValueError("You can't set 'bypass_reason' if the test is not skipped.")
-        return skip_test
-
-
-class ClientContainerConfig(BaseConfig):
-    secrets_path: str = Field(None, description="Path in the setup/teardown container at which to copy connector secrets.")
-    client_container_dockerfile_path: str = Field(
-        None, description="Path to Dockerfile to run before each test for which a config is provided."
-    )
-    setup_command: Optional[List[str]] = Field(None, description="Command for running the setup/teardown container for setup.")
-    teardown_command: Optional[List[str]] = Field(None, description="Command for running the setup/teardown container for teardown.")
-    between_syncs_command: Optional[List[str]] = Field(None, description="Command to run between syncs that occur in a test.")
-    final_teardown_command: Optional[List[str]] = Field(None, description="Command for running teardown after all tests have run.")
-
-
-class BasicReadTestConfig(BaseConfig):
-    config_path: str = config_path
-    deployment_mode: Optional[str] = deployment_mode
-    configured_catalog_path: Optional[str] = configured_catalog_path
-    empty_streams: Set[EmptyStreamConfiguration] = Field(
-        default_factory=set, description="We validate that all streams has records. These are exceptions"
-    )
-    expect_records: Optional[ExpectedRecordsConfig] = Field(description="Expected records from the read")
-    validate_schema: bool = Field(True, description="Ensure that records match the schema of the corresponding stream")
-    validate_stream_statuses: bool = Field(None, description="Ensure that all streams emit status messages")
-    validate_state_messages: bool = Field(True, description="Ensure that state messages emitted as expected")
-    validate_primary_keys_data_type: bool = Field(True, description="Ensure correct primary keys data type")
-    fail_on_extra_columns: bool = Field(True, description="Fail if extra top-level properties (i.e. columns) are detected in records.")
-    # TODO: remove this field after https://github.com/airbytehq/airbyte/issues/8312 is done
-    validate_data_points: bool = Field(
-        False, description="Set whether we need to validate that all fields in all streams contained at least one data point"
-    )
-    expect_trace_message_on_failure: bool = Field(True, description="Ensure that a trace message is emitted when the connector crashes")
-    timeout_seconds: int = timeout_seconds
-    file_types: Optional[FileTypesConfig] = Field(
-        default_factory=FileTypesConfig,
-        description="For file-based connectors, unsupported by source file types can be configured or a test can be skipped at all",
-    )
-    client_container_config: Optional[ClientContainerConfig] = Field(
-        description="Information required to run a client Docker container before each test.",
-    )
-
-
-class FullRefreshConfig(BaseConfig):
-    """Full refresh test config
-
-    Attributes:
-        ignored_fields for each stream, list of fields path. Path should be in format "object_key/object_key2"
-    """
-
-    config_path: str = config_path
-    configured_catalog_path: Optional[str] = configured_catalog_path
-    timeout_seconds: int = timeout_seconds
-    deployment_mode: Optional[str] = deployment_mode
-    ignored_fields: Optional[Mapping[str, List[IgnoredFieldsConfiguration]]] = Field(
-        description="For each stream, list of fields path ignoring in sequential reads test"
-    )
-    client_container_config: Optional[ClientContainerConfig] = Field(
-        description="Information required to run a client Docker container before each test.",
-    )
-
-
-class FutureStateCursorFormatStreamConfiguration(BaseConfig):
-    name: str
-    format: Optional[str] = Field(default=None, description="Expected format of the cursor value")
-
-
-class FutureStateCursorFormatConfiguration(BaseConfig):
-    format: Optional[str] = Field(
-        default=None,
-        description="The default format of the cursor value will be used for all streams except those defined in the streams section",
-    )
-    streams: List[FutureStateCursorFormatStreamConfiguration] = Field(
-        default_factory=list, description="Expected cursor value format for a particular stream"
-    )
-
-
-class FutureStateConfig(BaseConfig):
-    future_state_path: Optional[str] = Field(description="Path to a state file with values in far future")
-    missing_streams: List[EmptyStreamConfiguration] = Field(default=[], description="List of missing streams with valid bypass reasons.")
-    bypass_reason: Optional[str]
-    cursor_format: Optional[FutureStateCursorFormatConfiguration] = Field(
-        default_factory=FutureStateCursorFormatConfiguration,
-        description=("Expected cursor format"),
-    )
-
-
-class IncrementalConfig(BaseConfig):
-    config_path: str = config_path
-    configured_catalog_path: Optional[str] = configured_catalog_path
-    future_state: Optional[FutureStateConfig] = Field(description="Configuration for the future state.")
-    timeout_seconds: int = timeout_seconds
-    deployment_mode: Optional[str] = deployment_mode
-    skip_comprehensive_incremental_tests: Optional[bool] = Field(
-        description="Determines whether to skip more granular testing for incremental syncs", default=False
-    )
-    client_container_config: Optional[ClientContainerConfig] = Field(
-        description="Information required to run a client Docker container before each test.",
-    )
-
-    class Config:
-        smart_union = True
-
-
-class ConnectorAttributesConfig(BaseConfig):
-    """
-    Config that is used to verify that a connector and its streams uphold certain behavior and features that are
-    required to maintain enterprise-level standard of quality.
-
-    Attributes:
-        streams_without_primary_key: A list of streams where a primary key is not available from the API or is not relevant to the record
-    """
-
-    timeout_seconds: int = timeout_seconds
-    config_path: str = config_path
-
-    streams_without_primary_key: Optional[List[NoPrimaryKeyConfiguration]] = Field(
-        description="Streams that do not support a primary key such as reports streams"
-    )
-    allowed_hosts: Optional[AllowedHostsConfiguration] = Field(
-        description="Used to bypass checking the `allowedHosts` field in a source's `metadata.yaml` when all external hosts should be reachable."
-    )
-    suggested_streams: Optional[SuggestedStreamsConfiguration] = Field(
-        description="Used to bypass checking the `suggestedStreams` field in a source's `metadata.yaml` when certified source doesn't have any."
-    )
-
-
-class TestConnectorDocumentationConfig(BaseConfig):
-    timeout_seconds: int = timeout_seconds
-    config_path: str = config_path
-
-
-class GenericTestConfig(GenericModel, Generic[TestConfigT]):
-    bypass_reason: Optional[str]
-    tests: Optional[List[TestConfigT]]
-
-    @validator("tests", always=True)
-    def no_bypass_reason_when_tests_is_set(cls, tests, values):
-        if tests and values.get("bypass_reason"):
-            raise ValueError("You can't set a bypass_reason if tests are set.")
-        return tests
-
-
-class AcceptanceTestConfigurations(BaseConfig):
-    spec: Optional[GenericTestConfig[SpecTestConfig]]
-    connection: Optional[GenericTestConfig[ConnectionTestConfig]]
-    discovery: Optional[GenericTestConfig[DiscoveryTestConfig]]
-    basic_read: Optional[GenericTestConfig[BasicReadTestConfig]]
-    full_refresh: Optional[GenericTestConfig[FullRefreshConfig]]
-    incremental: Optional[GenericTestConfig[IncrementalConfig]]
-    connector_attributes: Optional[GenericTestConfig[ConnectorAttributesConfig]]
-    connector_documentation: Optional[GenericTestConfig[TestConnectorDocumentationConfig]]
-    client_container_config: Optional[ClientContainerConfig]
-
-
-class Config(BaseConfig):
-    class TestStrictnessLevel(str, Enum):
-        high = "high"
-        low = "low"
-
-    connector_image: str = Field(description="Docker image to test, for example 'airbyte/source-hubspot:dev'")
-    acceptance_tests: AcceptanceTestConfigurations = Field(description="List of the acceptance test to run with their configs")
-    base_path: Optional[str] = Field(description="Base path for all relative paths")
-    test_strictness_level: Optional[TestStrictnessLevel] = Field(
-        default=TestStrictnessLevel.low,
-        description="Corresponds to a strictness level of the test suite and will change which tests are mandatory for a successful run.",
-    )
-    custom_environment_variables: Optional[Mapping] = Field(
-        default={}, description="Mapping of custom environment variables to pass to the connector under test."
-    )
-
-    @staticmethod
-    def is_legacy(config: dict) -> bool:
-        """Check if a configuration is 'legacy'.
-        We consider it is legacy if a 'tests' field exists at its root level (prior to v0.2.12).
-
-        Args:
-            config (dict): A configuration
-
-        Returns:
-            bool: Whether the configuration is legacy.
-        """
-        return "tests" in config
-
-    @staticmethod
-    def migrate_legacy_to_current_config(legacy_config: dict) -> dict:
-        """Convert configuration structure created prior to v0.2.12 into the current structure.
-        e.g.
-        This structure:
-            {"connector_image": "my-connector-image", "tests": {"spec": [{"spec_path": "my/spec/path.json"}]}}
-        Gets converted to:
-            {"connector_image": "my-connector-image", "acceptance_tests": {"spec": {"tests": [{"spec_path": "my/spec/path.json"}]}}}
-
-        Args:
-            legacy_config (dict): A legacy configuration
-
-        Returns:
-            dict: A migrated configuration
-        """
-        migrated_config = deepcopy(legacy_config)
-        migrated_config.pop("tests")
-        migrated_config["acceptance_tests"] = {}
-        for test_name, test_configs in legacy_config["tests"].items():
-            migrated_config["acceptance_tests"][test_name] = {"tests": test_configs}
-        for basic_read_tests in migrated_config["acceptance_tests"].get("basic_read", {}).get("tests", []):
-            if "empty_streams" in basic_read_tests:
-                basic_read_tests["empty_streams"] = [
-                    {"name": empty_stream_name} for empty_stream_name in basic_read_tests.get("empty_streams", [])
-                ]
-        for full_refresh_test in migrated_config["acceptance_tests"].get("full_refresh", {}).get("tests", []):
-            if "ignored_fields" in full_refresh_test:
-                full_refresh_test["ignored_fields"] = {
-                    stream: [{"name": field_name} for field_name in ignore_fields]
-                    for stream, ignore_fields in full_refresh_test["ignored_fields"].items()
-                }
-        for incremental_test in migrated_config["acceptance_tests"].get("incremental", {}).get("tests", []):
-            if "future_state_path" in incremental_test:
-                incremental_test["future_state"] = {"future_state_path": incremental_test.pop("future_state_path")}
-        return migrated_config
-
-    @root_validator(pre=True)
-    def legacy_format_adapter(cls, values: dict) -> dict:
-        """Root level validator executed 'pre' field validation to migrate a legacy config to the current structure.
-
-        Args:
-            values (dict): The raw configuration.
-
-        Returns:
-            dict: The migrated configuration if needed.
-        """
-        if ALLOW_LEGACY_CONFIG and cls.is_legacy(values):
-            logging.warning("The acceptance-test-config.yml file is in a legacy format. Please migrate to the latest format.")
-            return cls.migrate_legacy_to_current_config(values)
-        else:
-            return values
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/conftest.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/conftest.py
deleted file mode 100644
index 357f38318df9..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/conftest.py
+++ /dev/null
@@ -1,532 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import copy
-import itertools
-import json
-import logging
-import os
-import sys
-from glob import glob
-from logging import Logger
-from pathlib import Path
-from subprocess import STDOUT, check_output, run
-from typing import Any, List, Mapping, MutableMapping, Optional, Set
-
-import dagger
-import pytest
-
-from airbyte_protocol.models import AirbyteRecordMessage, AirbyteStream, ConfiguredAirbyteCatalog, ConnectorSpecification, Type
-from connector_acceptance_test.base import BaseTest
-from connector_acceptance_test.config import (
-    ClientContainerConfig,
-    Config,
-    EmptyStreamConfiguration,
-    ExpectedRecordsConfig,
-    IgnoredFieldsConfiguration,
-)
-from connector_acceptance_test.tests import TestBasicRead
-from connector_acceptance_test.utils import (
-    SecretDict,
-    build_configured_catalog_from_custom_catalog,
-    build_configured_catalog_from_discovered_catalog_and_empty_streams,
-    client_container_runner,
-    connector_runner,
-    filter_output,
-    is_manifest_file,
-    load_config,
-    load_yaml_or_json_path,
-    parse_manifest_spec,
-)
-
-
-@pytest.fixture(name="acceptance_test_config", scope="session")
-def acceptance_test_config_fixture(pytestconfig) -> Config:
-    """Fixture with test's config"""
-    return load_config(pytestconfig.getoption("--acceptance-test-config", skip=True))
-
-
-@pytest.fixture(name="base_path", scope="session")
-def base_path_fixture(pytestconfig, acceptance_test_config) -> Path:
-    """Fixture to define base path for every path-like fixture"""
-    if acceptance_test_config.base_path:
-        return Path(acceptance_test_config.base_path).absolute()
-    return Path(pytestconfig.getoption("--acceptance-test-config")).absolute()
-
-
-@pytest.fixture(name="test_strictness_level", scope="session")
-def test_strictness_level_fixture(acceptance_test_config: Config) -> Config.TestStrictnessLevel:
-    return acceptance_test_config.test_strictness_level
-
-
-@pytest.fixture(name="custom_environment_variables", scope="session")
-def custom_environment_variables_fixture(acceptance_test_config: Config) -> Mapping:
-    return acceptance_test_config.custom_environment_variables
-
-
-@pytest.fixture(name="deployment_mode")
-def deployment_mode_fixture(inputs) -> Optional[str]:
-    return getattr(inputs, "deployment_mode", None)
-
-
-@pytest.fixture(name="connector_config_path")
-def connector_config_path_fixture(inputs, base_path) -> Path:
-    """Fixture with connector's config path. The path to the latest updated configurations will be returned if any."""
-    original_configuration_path = Path(base_path) / getattr(inputs, "config_path")
-    updated_configurations_glob = f"{original_configuration_path.parent}/updated_configurations/{original_configuration_path.stem}|**{original_configuration_path.suffix}"
-    existing_configurations_path_creation_time = [
-        (config_file_path, os.path.getctime(config_file_path)) for config_file_path in glob(updated_configurations_glob)
-    ]
-    if existing_configurations_path_creation_time:
-        existing_configurations_path_creation_time.sort(key=lambda x: x[1])
-        most_recent_configuration_path = existing_configurations_path_creation_time[-1][0]
-    else:
-        most_recent_configuration_path = original_configuration_path
-    logging.info(f"Using {most_recent_configuration_path} as configuration. It is the most recent version.")
-    return Path(most_recent_configuration_path)
-
-
-@pytest.fixture(name="invalid_connector_config_path")
-def invalid_connector_config_path_fixture(inputs, base_path) -> Path:
-    """Fixture with connector's config path"""
-    return Path(base_path) / getattr(inputs, "invalid_config_path")
-
-
-@pytest.fixture(name="connector_spec_path")
-def connector_spec_path_fixture(inputs, base_path) -> Path:
-    """Fixture with connector's specification path"""
-    return Path(base_path) / getattr(inputs, "spec_path")
-
-
-@pytest.fixture(name="configured_catalog_path")
-def configured_catalog_path_fixture(inputs, base_path) -> Optional[str]:
-    """Fixture with connector's configured_catalog path"""
-    if getattr(inputs, "configured_catalog_path"):
-        return Path(base_path) / getattr(inputs, "configured_catalog_path")
-    return None
-
-
-@pytest.fixture(name="configured_catalog")
-def configured_catalog_fixture(
-    configured_catalog_path: Optional[str],
-    discovered_catalog: MutableMapping[str, AirbyteStream],
-) -> ConfiguredAirbyteCatalog:
-    """Build a configured catalog.
-    If a configured catalog path is given we build a configured catalog from it, we build it from the discovered catalog otherwise.
-    """
-    if configured_catalog_path:
-        return build_configured_catalog_from_custom_catalog(configured_catalog_path, discovered_catalog)
-    else:
-        return build_configured_catalog_from_discovered_catalog_and_empty_streams(discovered_catalog, set())
-
-
-@pytest.fixture(name="image_tag", scope="session")
-def image_tag_fixture(acceptance_test_config) -> str:
-    return acceptance_test_config.connector_image
-
-
-@pytest.fixture(name="connector_config")
-def connector_config_fixture(base_path, connector_config_path) -> Optional[SecretDict]:
-    try:
-        with open(str(connector_config_path), "r") as file:
-            contents = file.read()
-
-        return SecretDict(json.loads(contents))
-    except FileNotFoundError:
-        logging.warning(f"Connector config file not found at {connector_config_path}")
-        return None
-
-
-@pytest.fixture(name="client_container_config")
-def client_container_config_fixture(inputs, base_path, acceptance_test_config) -> Optional[ClientContainerConfig]:
-    """Fixture with connector's setup/teardown Dockerfile path, if it exists."""
-    if hasattr(inputs, "client_container_config") and inputs.client_container_config:
-        return inputs.client_container_config
-
-
-@pytest.fixture(name="client_container_config_global", scope="session")
-async def client_container_config_global_fixture(acceptance_test_config: Config) -> ClientContainerConfig:
-    if (
-        hasattr(acceptance_test_config.acceptance_tests, "client_container_config")
-        and acceptance_test_config.acceptance_tests.client_container_config
-    ):
-        return acceptance_test_config.acceptance_tests.client_container_config
-
-
-@pytest.fixture(name="client_container_config_secrets")
-def client_container_config_secrets_fixture(base_path, client_container_config) -> Optional[SecretDict]:
-    if client_container_config and hasattr(client_container_config, "secrets_path") and client_container_config.secrets_path:
-        with open(str(base_path / client_container_config.secrets_path), "r") as file:
-            contents = file.read()
-        return SecretDict(json.loads(contents))
-    return None
-
-
-@pytest.fixture(name="invalid_connector_config")
-def invalid_connector_config_fixture(base_path, invalid_connector_config_path) -> MutableMapping[str, Any]:
-    """TODO: implement default value - generate from valid config"""
-    with open(str(invalid_connector_config_path), "r") as file:
-        contents = file.read()
-    return json.loads(contents)
-
-
-@pytest.fixture(name="malformed_connector_config")
-def malformed_connector_config_fixture(connector_config) -> MutableMapping[str, Any]:
-    """TODO: drop required field, add extra"""
-    malformed_config = copy.deepcopy(connector_config)
-    return malformed_config
-
-
-@pytest.fixture(name="connector_spec")
-def connector_spec_fixture(connector_spec_path) -> Optional[ConnectorSpecification]:
-    try:
-        spec_obj = load_yaml_or_json_path(connector_spec_path)
-        # handle the case where a manifest.yaml is specified as the spec file
-        if is_manifest_file(connector_spec_path):
-            return parse_manifest_spec(spec_obj)
-        return ConnectorSpecification.parse_obj(spec_obj)
-    except FileNotFoundError:
-        return None
-
-
-@pytest.fixture(scope="session")
-def anyio_backend():
-    """Determine the anyio backend to use for the tests.
-    anyio allows us to run async tests.
-    """
-    return "asyncio"
-
-
-@pytest.fixture(scope="session")
-async def dagger_client(anyio_backend):
-    """Exposes a Dagger client available for the whole test session.
-    Dagger is a tool to programmatically create and interact with containers with out of the box caching.
-    More info here: https://dagger.io/
-    """
-    async with dagger.Connection(config=dagger.Config(log_output=sys.stderr)) as client:
-        yield client
-
-
-@pytest.fixture(scope="session")
-async def connector_container(dagger_client, image_tag):
-    connector_container = await connector_runner.get_connector_container(dagger_client, image_tag)
-    if cachebuster := os.environ.get("CACHEBUSTER"):
-        connector_container = connector_container.with_env_variable("CACHEBUSTER", cachebuster)
-    return await connector_container
-
-
-@pytest.fixture(name="docker_runner", autouse=True)
-def docker_runner_fixture(
-    connector_container, connector_config_path, custom_environment_variables, deployment_mode
-) -> connector_runner.ConnectorRunner:
-    return connector_runner.ConnectorRunner(
-        connector_container,
-        connector_configuration_path=connector_config_path,
-        custom_environment_variables=custom_environment_variables,
-        deployment_mode=deployment_mode,
-    )
-
-
-@pytest.fixture(autouse=True)
-async def client_container(
-    base_path: Path,
-    dagger_client: dagger.Client,
-    client_container_config: Optional[ClientContainerConfig],
-) -> Optional[dagger.Container]:
-    if client_container_config:
-        return await client_container_runner.get_client_container(
-            dagger_client,
-            base_path,
-            base_path / client_container_config.client_container_dockerfile_path,
-        )
-
-
-@pytest.fixture(scope="session")
-async def client_final_teardown_container(
-    base_path: Path,
-    dagger_client: dagger.Client,
-    client_container_config_global: Optional[ClientContainerConfig],
-) -> Optional[dagger.Container]:
-    if client_container_config_global:
-        return await client_container_runner.get_client_container(
-            dagger_client,
-            base_path,
-            base_path / client_container_config_global.client_container_dockerfile_path,
-        )
-
-
-@pytest.fixture(autouse=True)
-async def setup_and_teardown(
-    client_container: Optional[dagger.Container],
-    client_container_config: Optional[ClientContainerConfig],
-    client_container_config_secrets: Optional[SecretDict],
-    base_path: Path,
-):
-    if client_container and hasattr(client_container_config, "setup_command") and client_container_config.setup_command:
-        logging.info("Running setup")
-        setup_teardown_container = await client_container_runner.do_setup(
-            client_container,
-            client_container_config.setup_command,
-            client_container_config_secrets,
-            base_path,
-        )
-        logging.info(f"Setup stdout: {await setup_teardown_container.stdout()}")
-    yield None
-    if client_container and hasattr(client_container_config, "teardown_command") and client_container_config.teardown_command:
-        logging.info("Running teardown")
-        setup_teardown_container = await client_container_runner.do_teardown(
-            client_container,
-            client_container_config.teardown_command,
-        )
-        logging.info(f"Teardown stdout: {await setup_teardown_container.stdout()}")
-
-
-@pytest.fixture(scope="session")
-async def final_teardown(
-    client_container_config_global: Optional[ClientContainerConfig],
-    client_final_teardown_container: Optional[dagger.Container],
-):
-    yield
-    if client_final_teardown_container and client_container_config_global:
-        logging.info("Doing final teardown.")
-        if hasattr(client_container_config_global, "final_teardown_command"):
-            setup_teardown_container = await client_container_runner.do_teardown(
-                client_final_teardown_container,
-                client_container_config_global.final_teardown_command,
-            )
-            logging.info(f"Final teardown stdout: {await setup_teardown_container.stdout()}")
-
-
-@pytest.fixture(name="previous_connector_image_name")
-def previous_connector_image_name_fixture(image_tag, inputs) -> str:
-    """Fixture with previous connector image name to use for backward compatibility tests"""
-    return f"{image_tag.split(':')[0]}:{inputs.backward_compatibility_tests_config.previous_connector_version}"
-
-
-@pytest.fixture()
-async def previous_version_connector_container(
-    dagger_client,
-    previous_connector_image_name,
-):
-    connector_container = await connector_runner.get_connector_container(dagger_client, previous_connector_image_name)
-    if cachebuster := os.environ.get("CACHEBUSTER"):
-        connector_container = connector_container.with_env_variable("CACHEBUSTER", cachebuster)
-    return await connector_container
-
-
-@pytest.fixture(name="previous_connector_docker_runner")
-async def previous_connector_docker_runner_fixture(
-    previous_version_connector_container, deployment_mode
-) -> connector_runner.ConnectorRunner:
-    """Fixture to create a connector runner with the previous connector docker image.
-    Returns None if the latest image was not found, to skip downstream tests if the current connector is not yet published to the docker registry.
-    Raise not found error if the previous connector image is not latest and expected to be published.
-    """
-    return connector_runner.ConnectorRunner(previous_version_connector_container, deployment_mode=deployment_mode)
-
-
-@pytest.fixture(name="empty_streams")
-def empty_streams_fixture(inputs, test_strictness_level) -> Set[EmptyStreamConfiguration]:
-    empty_streams = getattr(inputs, "empty_streams", set())
-    if test_strictness_level is Config.TestStrictnessLevel.high and empty_streams:
-        all_empty_streams_have_bypass_reasons = all([bool(empty_stream.bypass_reason) for empty_stream in inputs.empty_streams])
-        if not all_empty_streams_have_bypass_reasons:
-            pytest.fail("A bypass_reason must be filled in for all empty streams when test_strictness_level is set to high.")
-    return empty_streams
-
-
-@pytest.fixture(name="ignored_fields")
-def ignored_fields_fixture(inputs, test_strictness_level) -> Optional[Mapping[str, List[IgnoredFieldsConfiguration]]]:
-    ignored_fields = getattr(inputs, "ignored_fields", {}) or {}
-    if test_strictness_level is Config.TestStrictnessLevel.high and ignored_fields:
-        all_ignored_fields_have_bypass_reasons = all(
-            [bool(ignored_field.bypass_reason) for ignored_field in itertools.chain.from_iterable(inputs.ignored_fields.values())]
-        )
-        if not all_ignored_fields_have_bypass_reasons:
-            pytest.fail("A bypass_reason must be filled in for all ignored fields when test_strictness_level is set to high.")
-    return ignored_fields
-
-
-@pytest.fixture(name="expect_records_config")
-def expect_records_config_fixture(inputs):
-    return inputs.expect_records
-
-
-@pytest.fixture(name="expected_records_by_stream")
-def expected_records_by_stream_fixture(
-    test_strictness_level: Config.TestStrictnessLevel,
-    configured_catalog: ConfiguredAirbyteCatalog,
-    empty_streams: Set[EmptyStreamConfiguration],
-    expect_records_config: ExpectedRecordsConfig,
-    base_path,
-) -> MutableMapping[str, List[MutableMapping]]:
-    def enforce_high_strictness_level_rules(expect_records_config, configured_catalog, empty_streams, records_by_stream) -> Optional[str]:
-        error_prefix = "High strictness level error: "
-        if expect_records_config is None:
-            pytest.fail(error_prefix + "expect_records must be configured for the basic_read test.")
-        elif expect_records_config.path:
-            not_seeded_streams = find_not_seeded_streams(configured_catalog, empty_streams, records_by_stream)
-            if not_seeded_streams:
-                pytest.fail(
-                    error_prefix
-                    + f"{', '.join(not_seeded_streams)} streams are declared in the catalog but do not have expected records. Please add expected records to {expect_records_config.path} or declare these streams in empty_streams."
-                )
-        else:
-            if not getattr(expect_records_config, "bypass_reason", None):
-                pytest.fail(error_prefix / "A bypass reason must be filled if no path to expected records is provided.")
-
-    expected_records_by_stream = {}
-    if expect_records_config:
-        if expect_records_config.path:
-            expected_records_file_path = str(base_path / expect_records_config.path)
-            with open(expected_records_file_path, "r") as f:
-                all_records = [AirbyteRecordMessage.parse_raw(line) for line in f]
-                expected_records_by_stream = TestBasicRead.group_by_stream(all_records)
-
-    if test_strictness_level is Config.TestStrictnessLevel.high:
-        enforce_high_strictness_level_rules(expect_records_config, configured_catalog, empty_streams, expected_records_by_stream)
-    return expected_records_by_stream
-
-
-def find_not_seeded_streams(
-    configured_catalog: ConfiguredAirbyteCatalog,
-    empty_streams: Set[EmptyStreamConfiguration],
-    records_by_stream: MutableMapping[str, List[MutableMapping]],
-) -> Set[str]:
-    stream_names_in_catalog = set([configured_stream.stream.name for configured_stream in configured_catalog.streams])
-    empty_streams_names = set([stream.name for stream in empty_streams])
-    expected_record_stream_names = set(records_by_stream.keys())
-    expected_seeded_stream_names = stream_names_in_catalog - empty_streams_names
-
-    return expected_seeded_stream_names - expected_record_stream_names
-
-
-@pytest.fixture(name="discovered_catalog")
-async def discovered_catalog_fixture(
-    connector_config,
-    docker_runner: connector_runner.ConnectorRunner,
-) -> MutableMapping[str, AirbyteStream]:
-    """JSON schemas for each stream"""
-
-    output = await docker_runner.call_discover(config=connector_config)
-    catalogs = [message.catalog for message in output if message.type == Type.CATALOG]
-    if len(catalogs) == 0:
-        raise ValueError("No catalog message was emitted")
-    return {stream.name: stream for stream in catalogs[-1].streams}
-
-
-@pytest.fixture(name="previous_discovered_catalog")
-async def previous_discovered_catalog_fixture(
-    connector_config,
-    previous_connector_image_name,
-    previous_connector_docker_runner: connector_runner.ConnectorRunner,
-) -> MutableMapping[str, AirbyteStream]:
-    """JSON schemas for each stream"""
-    if previous_connector_docker_runner is None:
-        logging.warning(
-            f"\n We could not retrieve the previous discovered catalog as a connector runner for the previous connector version ({previous_connector_image_name}) could not be instantiated."
-        )
-        return None
-    try:
-        output = await previous_connector_docker_runner.call_discover(config=connector_config)
-    except dagger.DaggerError:
-        logging.warning(
-            "\n DISCOVER on the previous connector version failed. This could be because the current connector config is not compatible with the previous connector version."
-        )
-        return None
-    catalogs = [message.catalog for message in output if message.type == Type.CATALOG]
-    if len(catalogs) == 0:
-        raise ValueError("No catalog message was emitted")
-    return {stream.name: stream for stream in catalogs[-1].streams}
-
-
-@pytest.fixture
-def detailed_logger() -> Logger:
-    """
-    Create logger object for recording detailed test information into a file
-    """
-    LOG_DIR = "acceptance_tests_logs"
-    if os.environ.get("ACCEPTANCE_TEST_DOCKER_CONTAINER"):
-        LOG_DIR = os.path.join("/test_input", LOG_DIR)
-    run(["mkdir", "-p", LOG_DIR])
-    filename = os.environ["PYTEST_CURRENT_TEST"].split("/")[-1].replace(" (setup)", "").replace(":", "_") + ".txt"
-    filename = os.path.join(LOG_DIR, filename)
-    formatter = logging.Formatter("%(message)s")
-    logger = logging.getLogger(f"detailed_logger {filename}")
-    logger.setLevel(logging.DEBUG)
-    fh = logging.FileHandler(filename, mode="w")
-    fh.setFormatter(formatter)
-    logger.log_json_list = lambda line: logger.info(json.dumps(list(line), indent=1))
-    logger.handlers = [fh]
-    return logger
-
-
-@pytest.fixture(name="actual_connector_spec")
-async def actual_connector_spec_fixture(docker_runner: connector_runner.ConnectorRunner) -> ConnectorSpecification:
-    output = await docker_runner.call_spec()
-    spec_messages = filter_output(output, Type.SPEC)
-    assert len(spec_messages) == 1, "Spec message should be emitted exactly once"
-    return spec_messages[0].spec
-
-
-@pytest.fixture(name="previous_connector_spec")
-async def previous_connector_spec_fixture(
-    request: BaseTest, previous_connector_docker_runner: connector_runner.ConnectorRunner
-) -> Optional[ConnectorSpecification]:
-    if previous_connector_docker_runner is None:
-        logging.warning(
-            "\n We could not retrieve the previous connector spec as a connector runner for the previous connector version could not be instantiated."
-        )
-        return None
-    output = await previous_connector_docker_runner.call_spec()
-    spec_messages = filter_output(output, Type.SPEC)
-    assert len(spec_messages) == 1, "Spec message should be emitted exactly once"
-    return spec_messages[0].spec
-
-
-def pytest_sessionfinish(session, exitstatus):
-    """Called after whole test run finished, right before returning the exit status to the system.
-    https://docs.pytest.org/en/6.2.x/reference.html#pytest.hookspec.pytest_sessionfinish
-    """
-    logger = logging.getLogger()
-
-    # this is specifically for contributors to run tests locally and show success for a git hash
-    # therefore if this fails for any reason we just treat as a no-op
-    try:
-        result = "PASSED" if session.testscollected > 0 and session.testsfailed == 0 else "FAILED"
-        print()  # create a line break
-        logger.info(
-            # session.startdir gives local path to the connector folder, so we can verify which cnctr was tested
-            f"{session.startdir} - Connector Acceptance Test run - "
-            # using subprocess.check_output to run cmd to get git hash
-            f"{check_output('git rev-parse HEAD', stderr=STDOUT, shell=True).decode('ascii').strip()}"
-            f" - {result}"
-        )
-    except Exception as e:
-        logger.info(e)  # debug
-        pass
-
-
-@pytest.fixture(name="connector_metadata")
-def connector_metadata_fixture(base_path) -> dict:
-    return load_yaml_or_json_path(base_path / "metadata.yaml")
-
-
-@pytest.fixture(name="docs_path")
-def docs_path_fixture(base_path, connector_metadata) -> Path:
-    path_to_docs = connector_metadata["data"]["documentationUrl"].replace("https://docs.airbyte.com", "docs") + ".md"
-    airbyte_path = Path(base_path).parents[6]
-    return airbyte_path / path_to_docs
-
-
-@pytest.fixture(name="connector_documentation")
-def connector_documentation_fixture(docs_path: str) -> str:
-    with open(docs_path, "r") as f:
-        return f.read().rstrip()
-
-
-@pytest.fixture(name="is_connector_certified")
-def connector_certification_status_fixture(connector_metadata: dict) -> bool:
-    return connector_metadata.get("data", {}).get("ab_internal", {}).get("ql", 0) >= 400
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/plugin.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/plugin.py
deleted file mode 100644
index 23665c66165e..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/plugin.py
+++ /dev/null
@@ -1,150 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-from enum import Enum
-from pathlib import Path
-from typing import Callable, List, Tuple, Type
-
-import pytest
-from _pytest.config import Config
-from _pytest.config.argparsing import Parser
-
-from connector_acceptance_test.base import BaseTest
-from connector_acceptance_test.config import Config as AcceptanceTestConfig
-from connector_acceptance_test.config import GenericTestConfig
-from connector_acceptance_test.utils import diff_dicts, load_config
-
-
-HERE = Path(__file__).parent.absolute()
-
-
-def pytest_configure(config):
-    config.addinivalue_line("markers", "default_timeout: mark test to be wrapped by `timeout` decorator with default value")
-    config.addinivalue_line(
-        "markers",
-        "backward_compatibility: mark test to be part of the backward compatibility tests suite (deselect with '-m \"not backward_compatibility\"')",
-    )
-
-
-def pytest_load_initial_conftests(early_config: Config, parser: Parser, args: List[str]):
-    """Hook function to add acceptance tests to args"""
-    args.append(str(HERE / "tests"))
-
-
-def pytest_addoption(parser):
-    """Hook function to add CLI option `acceptance-test-config`"""
-    parser.addoption(
-        "--acceptance-test-config", action="store", default=".", help="Folder with standard test config - acceptance_test_config.yml"
-    )
-
-
-class TestAction(Enum):
-    PARAMETRIZE = 1
-    SKIP = 2
-    FAIL = 3
-
-
-def pytest_generate_tests(metafunc):
-    """Hook function to customize test discovery and parametrization.
-    It parametrizes, skips or fails a discovered test according the test configuration.
-    """
-
-    if "inputs" in metafunc.fixturenames:
-        test_config_key = metafunc.cls.config_key()
-        global_config = load_config(metafunc.config.getoption("--acceptance-test-config"))
-        test_configuration: GenericTestConfig = getattr(global_config.acceptance_tests, test_config_key, None)
-        test_action, reason = parametrize_skip_or_fail(
-            metafunc.cls, metafunc.function, global_config.test_strictness_level, test_configuration
-        )
-
-        if test_action == TestAction.PARAMETRIZE:
-            metafunc.parametrize("inputs", test_configuration.tests)
-        if test_action == TestAction.SKIP:
-            pytest.skip(reason)
-        if test_action == TestAction.FAIL:
-            pytest.fail(reason)
-
-
-def parametrize_skip_or_fail(
-    TestClass: Type[BaseTest],
-    test_function: Callable,
-    global_test_mode: AcceptanceTestConfig.TestStrictnessLevel,
-    test_configuration: GenericTestConfig,
-) -> Tuple[TestAction, str]:
-    """Use the current test strictness level and test configuration to determine if the discovered test should be parametrized, skipped or failed.
-    We parametrize a test if:
-      - the configuration declares tests.
-    We skip a test if:
-      - the configuration does not declare tests and:
-        - the current test mode allows this test to be skipped.
-        - Or a bypass_reason is declared in the test configuration.
-    We fail a test if:
-        - the configuration does not declare the test but the discovered test is declared as mandatory for the current test strictness level.
-    Args:
-        TestClass (Type[BaseTest]): The discovered test class
-        test_function (Callable): The discovered test function
-        global_test_mode (AcceptanceTestConfig.TestStrictnessLevel): The global test strictness level (from the global configuration object)
-        test_configuration (GenericTestConfig): The current test configuration.
-
-    Returns:
-        Tuple[TestAction, str]: The test action the execution should take and the reason why.
-    """
-    test_name = f"{TestClass.__name__}.{test_function.__name__}"
-    test_mode_can_skip_this_test = global_test_mode not in TestClass.MANDATORY_FOR_TEST_STRICTNESS_LEVELS
-    skipping_reason_prefix = f"Skipping {test_name}: "
-    default_skipping_reason = skipping_reason_prefix + "not found in the config."
-
-    if test_configuration is None:
-        if test_mode_can_skip_this_test:
-            return TestAction.SKIP, default_skipping_reason
-        else:
-            return (
-                TestAction.FAIL,
-                f"{test_name} failed: it was not configured but must be according to the current {global_test_mode} test strictness level.",
-            )
-    else:
-        if test_configuration.tests is not None:
-            return TestAction.PARAMETRIZE, f"Parametrize {test_name}: tests are configured."
-        else:
-            return TestAction.SKIP, skipping_reason_prefix + test_configuration.bypass_reason
-
-
-def pytest_collection_modifyitems(config, items):
-    """
-    Get prepared test items and wrap them with `pytest.mark.timeout(timeout_seconds)` decorator.
-
-    `timeout_seconds` may be received either from acceptance test config or `pytest.mark.default_timeout(timeout_seconds)`,
-    if `timeout_seconds` is not specified in the acceptance test config.
-    """
-
-    config = load_config(config.getoption("--acceptance-test-config"))
-
-    i = 0
-    packed_items = []
-    while i < len(items):
-        inner_items = [item for item in items if item.originalname == items[i].originalname]
-        packed_items.append(inner_items)
-        i += len(inner_items)
-
-    for items in packed_items:
-        if not hasattr(items[0].cls, "config_key"):
-            # Skip user defined test classes from integration_tests/ directory.
-            continue
-        test_configs = getattr(config.acceptance_tests, items[0].cls.config_key())
-
-        for test_config, item in zip(test_configs.tests, items):
-            default_timeout = item.get_closest_marker("default_timeout")
-            if test_config.timeout_seconds:
-                item.add_marker(pytest.mark.timeout(test_config.timeout_seconds))
-            elif default_timeout:
-                item.add_marker(pytest.mark.timeout(*default_timeout.args))
-
-
-def pytest_assertrepr_compare(config, op, left, right):
-    if op != "==":
-        return
-
-    use_markup = config.get_terminal_writer().hasmarkup
-    return diff_dicts(left, right, use_markup=use_markup)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/__init__.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/__init__.py
deleted file mode 100644
index 5236bba39b4b..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/__init__.py
+++ /dev/null
@@ -1,9 +0,0 @@
-#
-# Copyright (c) 2021 Airbyte, Inc., all rights reserved.
-#
-
-from .test_core import TestBasicRead, TestConnection, TestConnectorAttributes, TestDiscovery, TestSpec, TestConnectorDocumentation
-from .test_full_refresh import TestFullRefresh
-from .test_incremental import TestIncremental
-
-__all__ = ["TestSpec", "TestBasicRead", "TestConnection", "TestConnectorAttributes", "TestDiscovery", "TestFullRefresh", "TestIncremental", "TestConnectorDocumentation"]
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/for_airbyte_cloud.txt b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/for_airbyte_cloud.txt
deleted file mode 100644
index 54946b70acdc..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/for_airbyte_cloud.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. Click Sources and then click + New source/destination.
-3. On the Set up the source page, select {connector_name} from the Source type dropdown.
-4. Enter a name for the {connector_name} connector.
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/for_airbyte_open_source.txt b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/for_airbyte_open_source.txt
deleted file mode 100644
index c5249d21023a..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/for_airbyte_open_source.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-
-1. Navigate to the Airbyte Open Source dashboard.
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/source.txt b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/source.txt
deleted file mode 100644
index d7b36f402209..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/source.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-
-<HideInUI>
-
-This page contains the setup guide and reference information for the [{connector_name}]({docs_link}) source connector.
-
-</HideInUI>
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/supported_sync_modes.txt b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/supported_sync_modes.txt
deleted file mode 100644
index 51e8f806ff65..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/supported_sync_modes.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-
-The {connector_name} source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts/#connection-sync-modes):
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/tutorials.txt b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/tutorials.txt
deleted file mode 100644
index 584c04f8daf5..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/doc_templates/tutorials.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-
-Now that you have set up the {connector_name} source connector, check out the following {connector_name} tutorials:
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_core.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_core.py
deleted file mode 100644
index ee23685697ff..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_core.py
+++ /dev/null
@@ -1,1638 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import logging
-import re
-from collections import Counter, defaultdict
-from functools import reduce
-from logging import Logger
-from os.path import splitext
-from pathlib import Path
-from threading import Thread
-from typing import Any, Dict, Iterable, List, Mapping, MutableMapping, Optional, Set, Tuple
-from xmlrpc.client import Boolean
-
-import connector_acceptance_test.utils.docs as docs_utils
-import dpath.util
-import jsonschema
-import pytest
-import requests
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStateStats,
-    AirbyteStateType,
-    AirbyteStream,
-    AirbyteStreamStatus,
-    AirbyteStreamStatusTraceMessage,
-    AirbyteTraceMessage,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    ConnectorSpecification,
-    DestinationSyncMode,
-    Status,
-    SyncMode,
-    TraceType,
-    Type,
-)
-from connector_acceptance_test.base import BaseTest
-from connector_acceptance_test.config import (
-    BasicReadTestConfig,
-    Config,
-    ConnectionTestConfig,
-    ConnectorAttributesConfig,
-    DiscoveryTestConfig,
-    EmptyStreamConfiguration,
-    ExpectedRecordsConfig,
-    IgnoredFieldsConfiguration,
-    NoPrimaryKeyConfiguration,
-    SpecTestConfig,
-    UnsupportedFileTypeConfig,
-)
-from connector_acceptance_test.utils import ConnectorRunner, SecretDict, filter_output, make_hashable, verify_records_schema
-from connector_acceptance_test.utils.backward_compatibility import CatalogDiffChecker, SpecDiffChecker, validate_previous_configs
-from connector_acceptance_test.utils.common import (
-    build_configured_catalog_from_custom_catalog,
-    build_configured_catalog_from_discovered_catalog_and_empty_streams,
-    find_all_values_for_key_in_schema,
-    find_keyword_schema,
-)
-from connector_acceptance_test.utils.json_schema_helper import (
-    JsonSchemaHelper,
-    flatten_tuples,
-    get_expected_schema_structure,
-    get_object_structure,
-    get_paths_in_connector_config,
-)
-from connector_acceptance_test.utils.timeouts import FIVE_MINUTES, ONE_MINUTE, TEN_MINUTES
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-@pytest.fixture(name="connector_spec_dict")
-def connector_spec_dict_fixture(actual_connector_spec):
-    return json.loads(actual_connector_spec.json())
-
-
-@pytest.fixture(name="secret_property_names")
-def secret_property_names_fixture():
-    return (
-        "client_token",
-        "access_token",
-        "api_token",
-        "token",
-        "secret",
-        "client_secret",
-        "password",
-        "key",
-        "service_account_info",
-        "service_account",
-        "tenant_id",
-        "certificate",
-        "jwt",
-        "credentials",
-        "app_id",
-        "appid",
-        "refresh_token",
-    )
-
-
-DATE_PATTERN = "^[0-9]{2}-[0-9]{2}-[0-9]{4}$"
-DATETIME_PATTERN = "^[0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2})?$"
-
-
-# Running tests in parallel can sometime delay the execution of the tests if downstream services are not able to handle the load.
-# This is why we set a timeout on tests that call command that should return quickly, like spec
-@pytest.mark.default_timeout(ONE_MINUTE)
-class TestSpec(BaseTest):
-    @pytest.fixture(name="skip_backward_compatibility_tests")
-    async def skip_backward_compatibility_tests_fixture(
-        self,
-        inputs: SpecTestConfig,
-        previous_connector_docker_runner: ConnectorRunner,
-        previous_connector_spec: ConnectorSpecification,
-        actual_connector_spec: ConnectorSpecification,
-    ) -> bool:
-        if actual_connector_spec == previous_connector_spec:
-            pytest.skip("The previous and actual specifications are identical.")
-
-        if previous_connector_docker_runner is None:
-            pytest.skip("The previous connector image could not be retrieved.")
-
-        # Get the real connector version in case 'latest' is used in the config:
-        previous_connector_version = await previous_connector_docker_runner.get_container_label("io.airbyte.version")
-
-        if previous_connector_version == inputs.backward_compatibility_tests_config.disable_for_version:
-            pytest.skip(f"Backward compatibility tests are disabled for version {previous_connector_version}.")
-        return False
-
-    @pytest.fixture(name="skip_oauth_default_method_test")
-    def skip_oauth_default_method_test_fixture(self, inputs: SpecTestConfig):
-        if inputs.auth_default_method and not inputs.auth_default_method.oauth:
-            pytest.skip(f"Skipping OAuth is default method test: {inputs.auth_default_method.bypass_reason}")
-        return False
-
-    def test_config_match_spec(self, actual_connector_spec: ConnectorSpecification, connector_config: Optional[SecretDict]):
-        """Check that config matches the actual schema from the spec call"""
-        if not connector_config:
-            pytest.skip("Config is not provided")
-
-        # Getting rid of technical variables that start with an underscore
-        config = {key: value for key, value in connector_config.data.items() if not key.startswith("_")}
-        try:
-            jsonschema.validate(instance=config, schema=actual_connector_spec.connectionSpecification)
-        except jsonschema.exceptions.ValidationError as err:
-            pytest.fail(f"Config invalid: {err}")
-        except jsonschema.exceptions.SchemaError as err:
-            pytest.fail(f"Spec is invalid: {err}")
-
-    def test_match_expected(self, connector_spec: ConnectorSpecification, actual_connector_spec: ConnectorSpecification):
-        """Check that spec call returns a spec equals to expected one"""
-        if connector_spec:
-            assert actual_connector_spec == connector_spec, "Spec should be equal to the one in spec.yaml or spec.json file"
-        else:
-            pytest.skip("The spec.yaml or spec.json does not exist. Hence, comparison with the actual one can't be performed")
-
-    def test_enum_usage(self, actual_connector_spec: ConnectorSpecification):
-        """Check that enum lists in specs contain distinct values."""
-        docs_url = "https://docs.airbyte.io/connector-development/connector-specification-reference"
-        docs_msg = f"See specification reference at {docs_url}."
-
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        enum_paths = schema_helper.find_nodes(keys=["enum"])
-
-        for path in enum_paths:
-            enum_list = schema_helper.get_node(path)
-            assert len(set(enum_list)) == len(
-                enum_list
-            ), f"Enum lists should not contain duplicate values. Misconfigured enum array: {enum_list}. {docs_msg}"
-
-    def test_oneof_usage(self, actual_connector_spec: ConnectorSpecification):
-        """Check that if spec contains oneOf it follows the rules according to reference
-        https://docs.airbyte.io/connector-development/connector-specification-reference
-        """
-        docs_url = "https://docs.airbyte.io/connector-development/connector-specification-reference"
-        docs_msg = f"See specification reference at {docs_url}."
-
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        variant_paths = schema_helper.find_nodes(keys=["oneOf", "anyOf"])
-
-        for variant_path in variant_paths:
-            top_level_obj = schema_helper.get_node(variant_path[:-1])
-            assert (
-                top_level_obj.get("type") == "object"
-            ), f"The top-level definition in a `oneOf` block should have type: object. misconfigured object: {top_level_obj}. {docs_msg}"
-
-            variants = schema_helper.get_node(variant_path)
-            for variant in variants:
-                assert "properties" in variant, f"Each item in the oneOf array should be a property with type object. {docs_msg}"
-
-            oneof_path = ".".join(map(str, variant_path))
-            variant_props = [set(v["properties"].keys()) for v in variants]
-            common_props = set.intersection(*variant_props)
-            assert common_props, f"There should be at least one common property for {oneof_path} subobjects. {docs_msg}"
-
-            const_common_props = set()
-            enum_common_props = set()
-            for common_prop in common_props:
-                if all(["const" in variant["properties"][common_prop] for variant in variants]):
-                    const_common_props.add(common_prop)
-                if all(["enum" in variant["properties"][common_prop] for variant in variants]):
-                    enum_common_props.add(common_prop)
-            assert len(const_common_props) == 1 or (
-                len(const_common_props) == 0 and len(enum_common_props) == 1
-            ), f"There should be exactly one common property with 'const' keyword (or equivalent) for {oneof_path} subobjects. {docs_msg}"
-
-            const_common_prop = const_common_props.pop() if const_common_props else enum_common_props.pop()
-            for n, variant in enumerate(variants):
-                prop_obj = variant["properties"][const_common_prop]
-                prop_info = f"common property {oneof_path}[{n}].{const_common_prop}. It's recommended to just use `const`."
-                if "const" in prop_obj:
-                    const_value = prop_obj["const"]
-                    assert (
-                        "default" not in prop_obj or prop_obj["default"] == const_value
-                    ), f"'default' needs to be identical to 'const' in {prop_info}. {docs_msg}"
-                    assert "enum" not in prop_obj or prop_obj["enum"] == [
-                        const_value
-                    ], f"'enum' needs to be an array with a single item identical to 'const' in {prop_info}. {docs_msg}"
-                else:
-                    assert (
-                        "enum" in prop_obj and "default" in prop_obj and prop_obj["enum"] == [prop_obj["default"]]
-                    ), f"'enum' needs to be an array with a single item identical to 'default' in {prop_info}. {docs_msg}"
-
-    def test_required(self):
-        """Check that connector will fail if any required field is missing"""
-
-    def test_optional(self):
-        """Check that connector can work without any optional field"""
-
-    def test_has_secret(self):
-        """Check that spec has a secret. Not sure if this should be always the case"""
-
-    def test_secret_never_in_the_output(self):
-        """This test should be injected into any docker command it needs to know current config and spec"""
-
-    @staticmethod
-    def _is_spec_property_name_secret(path: str, secret_property_names) -> Tuple[Optional[str], bool]:
-        """
-        Given a path to a type field, extract a field name and decide whether it is a name of secret or not
-        based on a provided list of secret names.
-        Split the path by `/`, drop the last item and make list reversed.
-        Then iterate over it and find the first item that's not a reserved keyword or an index.
-        Example:
-        properties/credentials/oneOf/1/properties/api_key/type -> [api_key, properties, 1, oneOf, credentials, properties] -> api_key
-        """
-        reserved_keywords = ("anyOf", "oneOf", "allOf", "not", "properties", "items", "type", "prefixItems")
-        for part in reversed(path.split("/")[:-1]):
-            if part.isdigit() or part in reserved_keywords:
-                continue
-            return part, part.lower() in secret_property_names
-        return None, False
-
-    @staticmethod
-    def _property_can_store_secret(prop: dict) -> bool:
-        """
-        Some fields can not hold a secret by design, others can.
-        Null type as well as boolean can not hold a secret value.
-        A string, a number or an integer type can always store secrets.
-        Secret objects and arrays can not be rendered correctly in the UI:
-        A field with a constant value can not hold a secret as well.
-        """
-        unsecure_types = {"string", "integer", "number"}
-        type_ = prop["type"]
-        is_property_constant_value = bool(prop.get("const"))
-        can_store_secret = any(
-            [
-                isinstance(type_, str) and type_ in unsecure_types,
-                isinstance(type_, list) and (set(type_) & unsecure_types),
-            ]
-        )
-        if not can_store_secret:
-            return False
-        # if a property can store a secret, additional check should be done if it's a constant value
-        return not is_property_constant_value
-
-    def test_secret_is_properly_marked(self, connector_spec_dict: dict, detailed_logger, secret_property_names):
-        """
-        Each field has a type, therefore we can make a flat list of fields from the returned specification.
-        Iterate over the list, check if a field name is a secret name, can potentially hold a secret value
-        and make sure it is marked as `airbyte_secret`.
-        """
-        secrets_exposed = []
-        non_secrets_hidden = []
-        spec_properties = connector_spec_dict["connectionSpecification"]["properties"]
-        for type_path, type_value in dpath.util.search(spec_properties, "**/type", yielded=True):
-            _, is_property_name_secret = self._is_spec_property_name_secret(type_path, secret_property_names)
-            if not is_property_name_secret:
-                continue
-            absolute_path = f"/{type_path}"
-            property_path, _ = absolute_path.rsplit(sep="/", maxsplit=1)
-            property_definition = dpath.util.get(spec_properties, property_path)
-            marked_as_secret = property_definition.get("airbyte_secret", False)
-            possibly_a_secret = self._property_can_store_secret(property_definition)
-            if marked_as_secret and not possibly_a_secret:
-                non_secrets_hidden.append(property_path)
-            if not marked_as_secret and possibly_a_secret:
-                secrets_exposed.append(property_path)
-
-        if non_secrets_hidden:
-            properties = "\n".join(non_secrets_hidden)
-            pytest.fail(
-                f"""Some properties are marked with `airbyte_secret` although they probably should not be.
-                Please double check them. If they're okay, please fix this test.
-                {properties}"""
-            )
-        if secrets_exposed:
-            properties = "\n".join(secrets_exposed)
-            pytest.fail(
-                f"""The following properties should be marked with `airbyte_secret!`
-                    {properties}"""
-            )
-
-    def _fail_on_errors(self, errors: List[str]):
-        if len(errors) > 0:
-            pytest.fail("\n".join(errors))
-
-    def test_property_type_is_not_array(self, actual_connector_spec: ConnectorSpecification):
-        """
-        Each field has one or multiple types, but the UI only supports a single type and optionally "null" as a second type.
-        """
-        errors = []
-        for type_path, type_value in dpath.util.search(actual_connector_spec.connectionSpecification, "**/properties/*/type", yielded=True):
-            if isinstance(type_value, List):
-                number_of_types = len(type_value)
-                if number_of_types != 2 and number_of_types != 1:
-                    errors.append(
-                        f"{type_path} is not either a simple type or an array of a simple type plus null: {type_value} (for example: type: [string, null])"
-                    )
-                if number_of_types == 2 and type_value[1] != "null":
-                    errors.append(
-                        f"Second type of {type_path} is not null: {type_value}. Type can either be a simple type or an array of a simple type plus null (for example: type: [string, null])"
-                    )
-        self._fail_on_errors(errors)
-
-    def test_object_not_empty(self, actual_connector_spec: ConnectorSpecification):
-        """
-        Each object field needs to have at least one property as the UI won't be able to show them otherwise.
-        If the whole spec is empty, it's allowed to have a single empty object at the top level
-        """
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        errors = []
-        for type_path, type_value in dpath.util.search(actual_connector_spec.connectionSpecification, "**/type", yielded=True):
-            if type_path == "type":
-                # allow empty root object
-                continue
-            if type_value == "object":
-                property = schema_helper.get_parent(type_path)
-                if "oneOf" not in property and ("properties" not in property or len(property["properties"]) == 0):
-                    errors.append(
-                        f"{type_path} is an empty object which will not be represented correctly in the UI. Either remove or add specific properties"
-                    )
-        self._fail_on_errors(errors)
-
-    def test_array_type(self, actual_connector_spec: ConnectorSpecification):
-        """
-        Each array has one or multiple types for its items, but the UI only supports a single type which can either be object, string or an enum
-        """
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        errors = []
-        for type_path, type_type in dpath.util.search(actual_connector_spec.connectionSpecification, "**/type", yielded=True):
-            property_definition = schema_helper.get_parent(type_path)
-            if type_type != "array":
-                # unrelated "items", not an array definition
-                continue
-            items_value = property_definition.get("items", None)
-            if items_value is None:
-                continue
-            elif isinstance(items_value, List):
-                errors.append(f"{type_path} is not just a single item type: {items_value}")
-            elif items_value.get("type") not in ["object", "string", "number", "integer"] and "enum" not in items_value:
-                errors.append(f"Items of {type_path} has to be either object or string or define an enum")
-        self._fail_on_errors(errors)
-
-    def test_forbidden_complex_types(self, actual_connector_spec: ConnectorSpecification):
-        """
-        not, anyOf, patternProperties, prefixItems, allOf, if, then, else, dependentSchemas and dependentRequired are not allowed
-        """
-        forbidden_keys = [
-            "not",
-            "anyOf",
-            "patternProperties",
-            "prefixItems",
-            "allOf",
-            "if",
-            "then",
-            "else",
-            "dependentSchemas",
-            "dependentRequired",
-        ]
-        found_keys = set()
-        for forbidden_key in forbidden_keys:
-            for path, value in dpath.util.search(actual_connector_spec.connectionSpecification, f"**/{forbidden_key}", yielded=True):
-                found_keys.add(path)
-
-        for forbidden_key in forbidden_keys:
-            # remove forbidden keys if they are used as properties directly
-            for path, _value in dpath.util.search(
-                actual_connector_spec.connectionSpecification, f"**/properties/{forbidden_key}", yielded=True
-            ):
-                found_keys.remove(path)
-
-        if len(found_keys) > 0:
-            key_list = ", ".join(found_keys)
-            pytest.fail(f"Found the following disallowed JSON schema features: {key_list}")
-
-    def test_date_pattern(self, actual_connector_spec: ConnectorSpecification, detailed_logger):
-        """
-        Properties with format date or date-time should always have a pattern defined how the date/date-time should be formatted
-        that corresponds with the format the datepicker component is creating.
-        """
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        for format_path, format in dpath.util.search(actual_connector_spec.connectionSpecification, "**/format", yielded=True):
-            if not isinstance(format, str):
-                # format is not a format definition here but a property named format
-                continue
-            property_definition = schema_helper.get_parent(format_path)
-            pattern = property_definition.get("pattern")
-            if format == "date" and not pattern == DATE_PATTERN:
-                detailed_logger.warning(
-                    f"{format_path} is defining a date format without the corresponding pattern. Consider setting the pattern to {DATE_PATTERN} to make it easier for users to edit this field in the UI."
-                )
-            if format == "date-time" and not pattern == DATETIME_PATTERN:
-                detailed_logger.warning(
-                    f"{format_path} is defining a date-time format without the corresponding pattern Consider setting the pattern to {DATETIME_PATTERN} to make it easier for users to edit this field in the UI."
-                )
-
-    def test_date_format(self, actual_connector_spec: ConnectorSpecification, detailed_logger):
-        """
-        Properties with a pattern that looks like a date should have their format set to date or date-time.
-        """
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        for pattern_path, pattern in dpath.util.search(actual_connector_spec.connectionSpecification, "**/pattern", yielded=True):
-            if not isinstance(pattern, str):
-                # pattern is not a pattern definition here but a property named pattern
-                continue
-            if pattern == DATE_PATTERN or pattern == DATETIME_PATTERN:
-                property_definition = schema_helper.get_parent(pattern_path)
-                format = property_definition.get("format")
-                if not format == "date" and pattern == DATE_PATTERN:
-                    detailed_logger.warning(
-                        f"{pattern_path} is defining a pattern that looks like a date without setting the format to `date`. Consider specifying the format to make it easier for users to edit this field in the UI."
-                    )
-                if not format == "date-time" and pattern == DATETIME_PATTERN:
-                    detailed_logger.warning(
-                        f"{pattern_path} is defining a pattern that looks like a date-time without setting the format to `date-time`. Consider specifying the format to make it easier for users to edit this field in the UI."
-                    )
-
-    def test_duplicate_order(self, actual_connector_spec: ConnectorSpecification):
-        """
-        Custom ordering of field (via the "order" property defined in the field) is not allowed to have duplicates within the same group.
-        `{ "a": { "order": 1 }, "b": { "order": 1 } }` is invalid because there are two fields with order 1
-        `{ "a": { "order": 1 }, "b": { "order": 1, "group": "x" } }` is valid because the fields with the same order are in different groups
-        """
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        errors = []
-        for properties_path, properties in dpath.util.search(actual_connector_spec.connectionSpecification, "**/properties", yielded=True):
-            definition = schema_helper.get_parent(properties_path)
-            if definition.get("type") != "object":
-                # unrelated "properties", not an actual object definition
-                continue
-            used_orders: Dict[str, Set[int]] = {}
-            for property in properties.values():
-                if "order" not in property:
-                    continue
-                order = property.get("order")
-                group = property.get("group", "")
-                if group not in used_orders:
-                    used_orders[group] = set()
-                orders_for_group = used_orders[group]
-                if order in orders_for_group:
-                    errors.append(f"{properties_path} has duplicate order: {order}")
-                orders_for_group.add(order)
-        self._fail_on_errors(errors)
-
-    def test_nested_group(self, actual_connector_spec: ConnectorSpecification):
-        """
-        Groups can only be defined on the top level properties
-        `{ "a": { "group": "x" }}` is valid because field "a" is a top level field
-        `{ "a": { "oneOf": [{ "type": "object", "properties": { "b": { "group": "x" } } }] }}` is invalid because field "b" is nested in a oneOf
-        """
-        errors = []
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        for result in dpath.util.search(actual_connector_spec.connectionSpecification, "/properties/**/group", yielded=True):
-            group_path = result[0]
-            parent_path = schema_helper.get_parent_path(group_path)
-            is_property_named_group = parent_path.endswith("properties")
-            grandparent_path = schema_helper.get_parent_path(parent_path)
-            if grandparent_path != "/properties" and not is_property_named_group:
-                errors.append(f"Groups can only be defined on top level, is defined at {group_path}")
-        self._fail_on_errors(errors)
-
-    def test_display_type(self, actual_connector_spec: ConnectorSpecification):
-        """
-        The display_type property can only be set on fields which have a oneOf property, and must be either "dropdown" or "radio"
-        """
-        errors = []
-        schema_helper = JsonSchemaHelper(actual_connector_spec.connectionSpecification)
-        for result in dpath.util.search(actual_connector_spec.connectionSpecification, "/properties/**/display_type", yielded=True):
-            display_type_path = result[0]
-            parent_path = schema_helper.get_parent_path(display_type_path)
-            is_property_named_display_type = parent_path.endswith("properties")
-            if is_property_named_display_type:
-                continue
-            parent_object = schema_helper.get_parent(display_type_path)
-            if "oneOf" not in parent_object:
-                errors.append(f"display_type is only allowed on fields which have a oneOf property, but is set on {parent_path}")
-            display_type_value = parent_object.get("display_type")
-            if display_type_value != "dropdown" and display_type_value != "radio":
-                errors.append(
-                    f"display_type must be either 'dropdown' or 'radio', but is set to '{display_type_value}' at {display_type_path}"
-                )
-        self._fail_on_errors(errors)
-
-    def test_defined_refs_exist_in_json_spec_file(self, connector_spec_dict: dict):
-        """Checking for the presence of unresolved `$ref`s values within each json spec file"""
-        check_result = list(find_all_values_for_key_in_schema(connector_spec_dict, "$ref"))
-        assert not check_result, "Found unresolved `$refs` value in spec.json file"
-
-    def test_oauth_flow_parameters(self, actual_connector_spec: ConnectorSpecification):
-        """Check if connector has correct oauth flow parameters according to
-        https://docs.airbyte.io/connector-development/connector-specification-reference
-        """
-        advanced_auth = actual_connector_spec.advanced_auth
-        if not advanced_auth:
-            return
-        spec_schema = actual_connector_spec.connectionSpecification
-        paths_to_validate = set()
-        if advanced_auth.predicate_key:
-            paths_to_validate.add("/" + "/".join(advanced_auth.predicate_key))
-        oauth_config_specification = advanced_auth.oauth_config_specification
-        if oauth_config_specification:
-            if oauth_config_specification.oauth_user_input_from_connector_config_specification:
-                paths_to_validate.update(
-                    get_paths_in_connector_config(
-                        oauth_config_specification.oauth_user_input_from_connector_config_specification["properties"]
-                    )
-                )
-            if oauth_config_specification.complete_oauth_output_specification:
-                paths_to_validate.update(
-                    get_paths_in_connector_config(oauth_config_specification.complete_oauth_output_specification["properties"])
-                )
-            if oauth_config_specification.complete_oauth_server_output_specification:
-                paths_to_validate.update(
-                    get_paths_in_connector_config(oauth_config_specification.complete_oauth_server_output_specification["properties"])
-                )
-
-        diff = paths_to_validate - set(get_expected_schema_structure(spec_schema))
-        assert diff == set(), f"Specified oauth fields are missed from spec schema: {diff}"
-
-    def test_oauth_is_default_method(self, skip_oauth_default_method_test: bool, actual_connector_spec: ConnectorSpecification):
-        """
-        OAuth is default check.
-        If credentials do have oneOf: we check that the OAuth is listed at first.
-        If there is no oneOf and Oauth: OAuth is only option to authenticate the source and no check is needed.
-        """
-        advanced_auth = actual_connector_spec.advanced_auth
-        if not advanced_auth:
-            pytest.skip("Source does not have OAuth method.")
-        if not advanced_auth.predicate_key:
-            pytest.skip("Advanced Auth object does not have predicate_key, only one option to authenticate.")
-
-        spec_schema = actual_connector_spec.connectionSpecification
-        credentials = advanced_auth.predicate_key[0]
-        try:
-            one_of_default_method = dpath.util.get(spec_schema, f"/**/{credentials}/oneOf/0")
-        except KeyError as e:  # Key Error when oneOf is not in credentials object
-            pytest.skip("Credentials object does not have oneOf option.")
-
-        path_in_credentials = "/".join(advanced_auth.predicate_key[1:])
-        auth_method_predicate_const = dpath.util.get(one_of_default_method, f"/**/{path_in_credentials}/const")
-        assert (
-            auth_method_predicate_const == advanced_auth.predicate_value
-        ), f"Oauth method should be a default option. Current default method is {auth_method_predicate_const}."
-
-    @pytest.mark.default_timeout(ONE_MINUTE)
-    @pytest.mark.backward_compatibility
-    def test_backward_compatibility(
-        self,
-        skip_backward_compatibility_tests: bool,
-        actual_connector_spec: ConnectorSpecification,
-        previous_connector_spec: ConnectorSpecification,
-        number_of_configs_to_generate: int = 100,
-    ):
-        """Check if the current spec is backward_compatible with the previous one"""
-        assert isinstance(actual_connector_spec, ConnectorSpecification) and isinstance(previous_connector_spec, ConnectorSpecification)
-        checker = SpecDiffChecker(previous=previous_connector_spec.dict(), current=actual_connector_spec.dict())
-        checker.assert_is_backward_compatible()
-        validate_previous_configs(previous_connector_spec, actual_connector_spec, number_of_configs_to_generate)
-
-    def test_additional_properties_is_true(self, actual_connector_spec: ConnectorSpecification):
-        """Check that value of the "additionalProperties" field is always true.
-        A spec declaring "additionalProperties": false introduces the risk of accidental breaking changes.
-        Specifically, when removing a property from the spec, existing connector configs will no longer be valid.
-        False value introduces the risk of accidental breaking changes.
-        Read https://github.com/airbytehq/airbyte/issues/14196 for more details"""
-        additional_properties_values = find_all_values_for_key_in_schema(
-            actual_connector_spec.connectionSpecification, "additionalProperties"
-        )
-        if additional_properties_values:
-            assert all(
-                [additional_properties_value is True for additional_properties_value in additional_properties_values]
-            ), "When set, additionalProperties field value must be true for backward compatibility."
-
-    # This test should not be part of TestSpec because it's testing the connector's docker image content, not the spec itself
-    # But it's cumbersome to declare a separate, non configurable, test class
-    # See https://github.com/airbytehq/airbyte/issues/15551
-    async def test_image_labels(self, docker_runner: ConnectorRunner, connector_metadata: dict):
-        """Check that connector's docker image has required labels"""
-        assert (
-            await docker_runner.get_container_label("io.airbyte.name") == connector_metadata["data"]["dockerRepository"]
-        ), "io.airbyte.name must be equal to dockerRepository in metadata.yaml"
-        assert (
-            await docker_runner.get_container_label("io.airbyte.version") == connector_metadata["data"]["dockerImageTag"]
-        ), "io.airbyte.version must be equal to dockerImageTag in metadata.yaml"
-
-    # This test should not be part of TestSpec because it's testing the connector's docker image content, not the spec itself
-    # But it's cumbersome to declare a separate, non configurable, test class
-    # See https://github.com/airbytehq/airbyte/issues/15551
-    async def test_image_environment_variables(self, docker_runner: ConnectorRunner):
-        """Check that connector's docker image has required envs"""
-        assert await docker_runner.get_container_env_variable_value("AIRBYTE_ENTRYPOINT"), "AIRBYTE_ENTRYPOINT must be set in dockerfile"
-        assert await docker_runner.get_container_env_variable_value("AIRBYTE_ENTRYPOINT") == await docker_runner.get_container_entrypoint()
-
-
-@pytest.mark.default_timeout(ONE_MINUTE)
-class TestConnection(BaseTest):
-    async def test_check(self, connector_config, inputs: ConnectionTestConfig, docker_runner: ConnectorRunner):
-        if inputs.status == ConnectionTestConfig.Status.Succeed:
-            output = await docker_runner.call_check(config=connector_config)
-            con_messages = filter_output(output, Type.CONNECTION_STATUS)
-
-            assert len(con_messages) == 1, "Connection status message should be emitted exactly once"
-            assert con_messages[0].connectionStatus.status == Status.SUCCEEDED
-        elif inputs.status == ConnectionTestConfig.Status.Failed:
-            output = await docker_runner.call_check(config=connector_config)
-            con_messages = filter_output(output, Type.CONNECTION_STATUS)
-
-            assert len(con_messages) == 1, "Connection status message should be emitted exactly once"
-            assert con_messages[0].connectionStatus.status == Status.FAILED
-        elif inputs.status == ConnectionTestConfig.Status.Exception:
-            output = await docker_runner.call_check(config=connector_config, raise_container_error=False)
-            trace_messages = filter_output(output, Type.TRACE)
-            assert len(trace_messages) == 1, "A trace message should be emitted in case of unexpected errors"
-            trace = trace_messages[0].trace
-            assert isinstance(trace, AirbyteTraceMessage)
-            assert trace.error is not None
-            assert trace.error.message is not None
-
-
-# Running tests in parallel can sometime delay the execution of the tests if downstream services are not able to handle the load.
-# This is why we set a timeout on tests that call command that should return quickly, like discover
-@pytest.mark.default_timeout(FIVE_MINUTES)
-class TestDiscovery(BaseTest):
-    VALID_TYPES = {"null", "string", "number", "integer", "boolean", "object", "array"}
-    VALID_AIRBYTE_TYPES = {"timestamp_with_timezone", "timestamp_without_timezone", "integer"}
-    VALID_FORMATS = {"date-time", "date"}
-    VALID_TYPE_FORMAT_COMBINATIONS = [
-        ({"string"}, "date"),
-        ({"string"}, "date-time"),
-        ({"string", "null"}, "date"),
-        ({"string", "null"}, "date-time"),
-    ]
-    VALID_TYPE_AIRBYTE_TYPE_COMBINATIONS = [
-        ({"string"}, "timestamp_with_timezone"),
-        ({"string"}, "timestamp_without_timezone"),
-        ({"string", "null"}, "timestamp_with_timezone"),
-        ({"integer"}, "integer"),
-        ({"integer", "null"}, "integer"),
-        ({"number"}, "integer"),
-        ({"number", "null"}, "integer"),
-    ]
-
-    @pytest.fixture()
-    async def skip_backward_compatibility_tests_for_version(
-        self, inputs: DiscoveryTestConfig, previous_connector_docker_runner: ConnectorRunner
-    ):
-        # Get the real connector version in case 'latest' is used in the config:
-        previous_connector_version = await previous_connector_docker_runner.get_container_label("io.airbyte.version")
-        if previous_connector_version == inputs.backward_compatibility_tests_config.disable_for_version:
-            pytest.skip(f"Backward compatibility tests are disabled for version {previous_connector_version}.")
-        return False
-
-    @pytest.fixture(name="skip_backward_compatibility_tests")
-    async def skip_backward_compatibility_tests_fixture(
-        self,
-        # Even if unused, this fixture is required to make sure that the skip_backward_compatibility_tests_for_version fixture is called.
-        skip_backward_compatibility_tests_for_version: bool,
-        previous_connector_docker_runner: ConnectorRunner,
-        discovered_catalog: MutableMapping[str, AirbyteStream],
-        previous_discovered_catalog: MutableMapping[str, AirbyteStream],
-    ) -> bool:
-        if discovered_catalog == previous_discovered_catalog:
-            pytest.skip("The previous and actual discovered catalogs are identical.")
-
-        if previous_connector_docker_runner is None:
-            pytest.skip("The previous connector image could not be retrieved.")
-
-        return False
-
-    async def test_discover(self, connector_config, docker_runner: ConnectorRunner):
-        """Verify that discover produce correct schema."""
-        output = await docker_runner.call_discover(config=connector_config)
-        catalog_messages = filter_output(output, Type.CATALOG)
-        duplicated_stream_names = self.duplicated_stream_names(catalog_messages[0].catalog.streams)
-
-        assert len(catalog_messages) == 1, "Catalog message should be emitted exactly once"
-        assert catalog_messages[0].catalog, "Message should have catalog"
-        assert catalog_messages[0].catalog.streams, "Catalog should contain streams"
-        assert len(duplicated_stream_names) == 0, f"Catalog should have uniquely named streams, duplicates are: {duplicated_stream_names}"
-
-    def duplicated_stream_names(self, streams) -> List[Tuple[str, str]]:
-        """Counts number of times a stream appears in the catalog"""
-        name_counts = dict()
-        for stream in streams:
-            count = name_counts.get((stream.namespace, stream.name), 0)
-            name_counts[(stream.namespace, stream.name)] = count + 1
-        return [k for k, v in name_counts.items() if v > 1]
-
-    def test_streams_have_valid_json_schemas(self, discovered_catalog: Mapping[str, Any]):
-        """Check if all stream schemas are valid json schemas."""
-        for stream_name, stream in discovered_catalog.items():
-            jsonschema.Draft7Validator.check_schema(stream.json_schema)
-
-    def test_defined_cursors_exist_in_schema(self, discovered_catalog: Mapping[str, Any]):
-        """Check if all of the source defined cursor fields are exists on stream's json schema."""
-        for stream_name, stream in discovered_catalog.items():
-            if not stream.default_cursor_field:
-                continue
-            schema = stream.json_schema
-            assert "properties" in schema, f"Top level item should have an 'object' type for {stream_name} stream schema"
-            cursor_path = "/properties/".join(stream.default_cursor_field)
-            cursor_field_location = dpath.util.search(schema["properties"], cursor_path)
-            assert cursor_field_location, (
-                f"Some of defined cursor fields {stream.default_cursor_field} are not specified in discover schema "
-                f"properties for {stream_name} stream"
-            )
-
-    def test_defined_refs_exist_in_schema(self, discovered_catalog: Mapping[str, Any]):
-        """Check the presence of unresolved `$ref`s values within each json schema."""
-        schemas_errors = []
-        for stream_name, stream in discovered_catalog.items():
-            check_result = list(find_all_values_for_key_in_schema(stream.json_schema, "$ref"))
-            if check_result:
-                schemas_errors.append({stream_name: check_result})
-
-        assert not schemas_errors, f"Found unresolved `$refs` values for selected streams: {tuple(schemas_errors)}."
-
-    @pytest.mark.parametrize("keyword", ["allOf", "not"])
-    def test_defined_keyword_exist_in_schema(self, keyword, discovered_catalog):
-        """Checking for the presence of not allowed keywords within each json schema"""
-        schemas_errors = []
-        for stream_name, stream in discovered_catalog.items():
-            check_result = find_keyword_schema(stream.json_schema, key=keyword)
-            if check_result:
-                schemas_errors.append(stream_name)
-
-        assert not schemas_errors, f"Found not allowed `{keyword}` keyword for selected streams: {schemas_errors}."
-
-    def test_primary_keys_exist_in_schema(self, discovered_catalog: Mapping[str, Any]):
-        """Check that all primary keys are present in catalog."""
-        for stream_name, stream in discovered_catalog.items():
-            for pk in stream.source_defined_primary_key or []:
-                schema = stream.json_schema
-                pk_path = "/properties/".join(pk)
-                pk_field_location = dpath.util.search(schema["properties"], pk_path)
-                assert pk_field_location, f"One of the PKs ({pk}) is not specified in discover schema for {stream_name} stream"
-
-    def test_streams_has_sync_modes(self, discovered_catalog: Mapping[str, Any]):
-        """Checking that the supported_sync_modes is a not empty field in streams of the catalog."""
-        for _, stream in discovered_catalog.items():
-            assert stream.supported_sync_modes is not None, f"The stream {stream.name} is missing supported_sync_modes field declaration."
-            assert len(stream.supported_sync_modes) > 0, f"supported_sync_modes list on stream {stream.name} should not be empty."
-
-    def test_additional_properties_is_true(self, discovered_catalog: Mapping[str, Any]):
-        """Check that value of the "additionalProperties" field is always true.
-        A stream schema declaring "additionalProperties": false introduces the risk of accidental breaking changes.
-        Specifically, when removing a property from the stream schema, existing connector catalog will no longer be valid.
-        False value introduces the risk of accidental breaking changes.
-        Read https://github.com/airbytehq/airbyte/issues/14196 for more details"""
-        for stream in discovered_catalog.values():
-            additional_properties_values = list(find_all_values_for_key_in_schema(stream.json_schema, "additionalProperties"))
-            if additional_properties_values:
-                assert all(
-                    [additional_properties_value is not False for additional_properties_value in additional_properties_values]
-                ), "When set, additionalProperties field value must not be false for backward compatibility. It can also be another object."
-
-    @pytest.mark.default_timeout(ONE_MINUTE)
-    @pytest.mark.backward_compatibility
-    def test_backward_compatibility(
-        self,
-        skip_backward_compatibility_tests: bool,
-        discovered_catalog: MutableMapping[str, AirbyteStream],
-        previous_discovered_catalog: MutableMapping[str, AirbyteStream],
-    ):
-        """Check if the current catalog is backward_compatible with the previous one."""
-        assert isinstance(discovered_catalog, MutableMapping) and isinstance(previous_discovered_catalog, MutableMapping)
-        checker = CatalogDiffChecker(previous_discovered_catalog, discovered_catalog)
-        checker.assert_is_backward_compatible()
-
-    @pytest.mark.skip("This tests currently leads to too much failures. We need to fix the connectors at scale first.")
-    def test_catalog_has_supported_data_types(self, discovered_catalog: Mapping[str, Any]):
-        """Check that all streams have supported data types, format and airbyte_types.
-        Supported data types are listed there: https://docs.airbyte.com/understanding-airbyte/supported-data-types/
-        """
-        for stream_name, stream_data in discovered_catalog.items():
-            schema_helper = JsonSchemaHelper(stream_data.json_schema)
-
-            for type_path, type_value in dpath.util.search(stream_data.json_schema, "**^^type", yielded=True, separator="^^"):
-                parent_path = schema_helper.get_parent_path(type_path)
-                parent = schema_helper.get_parent(type_path, separator="^^")
-                if not isinstance(type_value, list) and not isinstance(type_value, str):
-                    # Skip when type is the name of a property.
-                    continue
-                type_values = set(type_value) if isinstance(type_value, list) else {type_value}
-
-                # Check unsupported type
-                has_unsupported_type = any(t not in self.VALID_TYPES for t in type_values)
-                if has_unsupported_type:
-                    raise AssertionError(f"Found unsupported type ({type_values}) in {stream_name} stream on property {parent_path}")
-
-                # Check unsupported format
-                property_format = parent.get("format")
-                if property_format and property_format not in self.VALID_FORMATS:
-                    raise AssertionError(f"Found unsupported format ({property_format}) in {stream_name} stream on property {parent_path}")
-
-                # Check unsupported airbyte_type and type/airbyte_type combination
-                airbyte_type = parent.get("airbyte_type")
-                if airbyte_type and airbyte_type not in self.VALID_AIRBYTE_TYPES:
-                    raise AssertionError(
-                        f"Found unsupported airbyte_type ({airbyte_type}) in {stream_name} stream on property {parent_path}"
-                    )
-                if airbyte_type:
-                    type_airbyte_type_combination = (type_values, airbyte_type)
-                    if type_airbyte_type_combination not in self.VALID_TYPE_AIRBYTE_TYPE_COMBINATIONS:
-                        raise AssertionError(
-                            f"Found unsupported type/airbyte_type combination {type_airbyte_type_combination} in {stream_name} stream on property {parent_path}"
-                        )
-                # Check unsupported type/format combination
-                if property_format:
-                    type_format_combination = (type_values, property_format)
-                    if type_format_combination not in self.VALID_TYPE_FORMAT_COMBINATIONS:
-                        raise AssertionError(
-                            f"Found unsupported type/format combination {type_format_combination} in {stream_name} stream on property {parent_path}"
-                        )
-
-    def test_primary_keys_data_type(self, inputs: DiscoveryTestConfig, discovered_catalog: Mapping[str, Any]):
-        if not inputs.validate_primary_keys_data_type:
-            pytest.skip("Primary keys data type validation is disabled in config.")
-
-        forbidden_primary_key_data_types: Set[str] = {"object", "array"}
-        errors: List[str] = []
-
-        for stream_name, stream in discovered_catalog.items():
-            if not stream.source_defined_primary_key:
-                continue
-
-            for primary_key_part in stream.source_defined_primary_key:
-                primary_key_path = "/properties/".join(primary_key_part)
-                try:
-                    primary_key_definition = dpath.util.get(stream.json_schema["properties"], primary_key_path)
-                except KeyError:
-                    errors.append(f"Stream {stream_name} does not have defined primary key in schema")
-                    continue
-
-                data_type = set(primary_key_definition.get("type", []))
-
-                if data_type.intersection(forbidden_primary_key_data_types):
-                    errors.append(f"Stream {stream_name} contains primary key with forbidden type of {data_type}")
-
-        assert not errors, "\n".join(errors)
-
-
-def primary_keys_for_records(streams, records):
-    streams_with_primary_key = [stream for stream in streams if stream.stream.source_defined_primary_key]
-    for stream in streams_with_primary_key:
-        stream_records = [r for r in records if r.stream == stream.stream.name]
-        for stream_record in stream_records:
-            pk_values = _extract_primary_key_value(stream_record.data, stream.stream.source_defined_primary_key)
-            yield pk_values, stream_record
-
-
-def _extract_pk_values(records: Iterable[Mapping[str, Any]], primary_key: List[List[str]]) -> Iterable[dict[Tuple[str], Any]]:
-    for record in records:
-        yield _extract_primary_key_value(record, primary_key)
-
-
-def _extract_primary_key_value(record: Mapping[str, Any], primary_key: List[List[str]]) -> dict[Tuple[str], Any]:
-    pk_values = {}
-    for pk_path in primary_key:
-        pk_value: Any = reduce(lambda data, key: data.get(key) if isinstance(data, dict) else None, pk_path, record)
-        pk_values[tuple(pk_path)] = pk_value
-    return pk_values
-
-
-@pytest.mark.default_timeout(TEN_MINUTES)
-@pytest.mark.usefixtures("final_teardown")
-class TestBasicRead(BaseTest):
-    @staticmethod
-    def _validate_records_structure(records: List[AirbyteRecordMessage], configured_catalog: ConfiguredAirbyteCatalog):
-        """
-        Check object structure similar to one expected by schema. Sometimes
-        just running schema validation is not enough case schema could have
-        additionalProperties parameter set to true and no required fields
-        therefore any arbitrary object would pass schema validation.
-        This method is here to catch those cases by extracting all the paths
-        from the object and compare it to paths expected from jsonschema. If
-        there no common paths then raise an alert.
-
-        :param records: List of airbyte record messages gathered from connector instances.
-        :param configured_catalog: Testcase parameters parsed from yaml file
-        """
-        schemas: Dict[str, Set] = {}
-        for stream in configured_catalog.streams:
-            schemas[stream.stream.name] = set(get_expected_schema_structure(stream.stream.json_schema))
-
-        for record in records:
-            schema_paths = schemas.get(record.stream)
-            if not schema_paths:
-                continue
-            record_fields = set(get_object_structure(record.data))
-            common_fields = set.intersection(record_fields, schema_paths)
-
-            assert (
-                common_fields
-            ), f" Record {record} from {record.stream} stream with fields {record_fields} should have some fields mentioned by json schema: {schema_paths}"
-
-    @staticmethod
-    def _validate_schema(records: List[AirbyteRecordMessage], configured_catalog: ConfiguredAirbyteCatalog):
-        """
-        Check if data type and structure in records matches the one in json_schema of the stream in catalog
-        """
-        TestBasicRead._validate_records_structure(records, configured_catalog)
-        bar = "-" * 80
-        streams_errors = verify_records_schema(records, configured_catalog)
-        for stream_name, errors in streams_errors.items():
-            errors = map(str, errors.values())
-            str_errors = f"\n{bar}\n".join(errors)
-            logging.error(f"\nThe {stream_name} stream has the following schema errors:\n{str_errors}")
-
-        if streams_errors:
-            pytest.fail(f"Please check your json_schema in selected streams {tuple(streams_errors.keys())}.")
-
-    def _validate_empty_streams(self, records, configured_catalog, allowed_empty_streams):
-        """
-        Only certain streams allowed to be empty
-        """
-        allowed_empty_stream_names = set([allowed_empty_stream.name for allowed_empty_stream in allowed_empty_streams])
-        counter = Counter(record.stream for record in records)
-
-        all_streams = set(stream.stream.name for stream in configured_catalog.streams)
-        streams_with_records = set(counter.keys())
-        streams_without_records = all_streams - streams_with_records
-
-        streams_without_records = streams_without_records - allowed_empty_stream_names
-        assert not streams_without_records, f"All streams should return some records, streams without records: {streams_without_records}"
-
-    def _validate_field_appears_at_least_once_in_stream(self, records: List, schema: Dict):
-        """
-        Get all possible schema paths, then diff with existing record paths.
-        In case of `oneOf` or `anyOf` schema props, compare only choice which is present in records.
-        """
-        expected_paths = get_expected_schema_structure(schema, annotate_one_of=True)
-        expected_paths = set(flatten_tuples(tuple(expected_paths)))
-
-        for record in records:
-            record_paths = set(get_object_structure(record))
-            paths_to_remove = {path for path in expected_paths if re.sub(r"\([0-9]*\)", "", path) in record_paths}
-            for path in paths_to_remove:
-                path_parts = re.split(r"\([0-9]*\)", path)
-                if len(path_parts) > 1:
-                    expected_paths -= {path for path in expected_paths if path_parts[0] in path}
-            expected_paths -= paths_to_remove
-
-        return sorted(list(expected_paths))
-
-    def _validate_field_appears_at_least_once(self, records: List[AirbyteRecordMessage], configured_catalog: ConfiguredAirbyteCatalog):
-        """
-        Validate if each field in a stream has appeared at least once in some record.
-        """
-
-        stream_name_to_empty_fields_mapping = {}
-        for stream in configured_catalog.streams:
-            stream_records = [record.data for record in records if record.stream == stream.stream.name]
-
-            empty_field_paths = self._validate_field_appears_at_least_once_in_stream(
-                records=stream_records, schema=stream.stream.json_schema
-            )
-            if empty_field_paths:
-                stream_name_to_empty_fields_mapping[stream.stream.name] = empty_field_paths
-
-        msg = "Following streams has records with fields, that are either null or not present in each output record:\n"
-        for stream_name, fields in stream_name_to_empty_fields_mapping.items():
-            msg += f"`{stream_name}` stream has `{fields}` empty fields\n"
-        assert not stream_name_to_empty_fields_mapping, msg
-
-    def _validate_expected_records(
-        self,
-        records: List[AirbyteRecordMessage],
-        expected_records_by_stream: MutableMapping[str, List[MutableMapping]],
-        flags,
-        ignored_fields: Optional[Mapping[str, List[IgnoredFieldsConfiguration]]],
-        detailed_logger: Logger,
-        configured_catalog: ConfiguredAirbyteCatalog,
-    ):
-        """
-        We expect some records from stream to match expected_records, partially or fully, in exact or any order.
-        """
-        actual_by_stream = self.group_by_stream(records)
-        for stream_name, expected in expected_records_by_stream.items():
-            actual = actual_by_stream.get(stream_name, [])
-            detailed_logger.info(f"Actual records for stream {stream_name}:")
-            detailed_logger.info(actual)
-            ignored_field_names = [field.name for field in ignored_fields.get(stream_name, [])]
-            self.compare_records(
-                stream_name=stream_name,
-                actual=actual,
-                expected=expected,
-                exact_order=flags.exact_order,
-                detailed_logger=detailed_logger,
-                configured_catalog=configured_catalog,
-            )
-
-    @pytest.fixture(name="should_validate_schema")
-    def should_validate_schema_fixture(self, inputs: BasicReadTestConfig, test_strictness_level: Config.TestStrictnessLevel):
-        if not inputs.validate_schema and test_strictness_level is Config.TestStrictnessLevel.high:
-            pytest.fail("High strictness level error: validate_schema must be set to true in the basic read test configuration.")
-        else:
-            return inputs.validate_schema
-
-    @pytest.fixture(name="should_validate_stream_statuses")
-    def should_validate_stream_statuses_fixture(self, inputs: BasicReadTestConfig, is_connector_certified: bool):
-        if inputs.validate_stream_statuses is None and is_connector_certified:
-            return True
-        if not inputs.validate_stream_statuses and is_connector_certified:
-            pytest.fail("High strictness level error: validate_stream_statuses must be set to true in the basic read test configuration.")
-        return inputs.validate_stream_statuses
-
-    @pytest.fixture(name="should_validate_state_messages")
-    def should_validate_state_messages_fixture(self, inputs: BasicReadTestConfig):
-        return inputs.validate_state_messages
-
-    @pytest.fixture(name="should_validate_primary_keys_data_type")
-    def should_validate_primary_keys_data_type_fixture(self, inputs: BasicReadTestConfig):
-        return inputs.validate_primary_keys_data_type
-
-    @pytest.fixture(name="should_fail_on_extra_columns")
-    def should_fail_on_extra_columns_fixture(self, inputs: BasicReadTestConfig):
-        # TODO (Ella): enforce this param once all connectors are passing
-        return inputs.fail_on_extra_columns
-
-    @pytest.fixture(name="should_validate_data_points")
-    def should_validate_data_points_fixture(self, inputs: BasicReadTestConfig) -> Boolean:
-        # TODO: we might want to enforce this when Config.TestStrictnessLevel.high
-        return inputs.validate_data_points
-
-    @pytest.fixture(name="configured_catalog")
-    def configured_catalog_fixture(
-        self,
-        test_strictness_level: Config.TestStrictnessLevel,
-        configured_catalog_path: Optional[str],
-        discovered_catalog: MutableMapping[str, AirbyteStream],
-        empty_streams: Set[EmptyStreamConfiguration],
-    ) -> ConfiguredAirbyteCatalog:
-        """Build a configured catalog for basic read only.
-        We discard the use of custom configured catalog if:
-        - No custom configured catalog is declared with configured_catalog_path.
-        - We are in high test strictness level.
-        When a custom configured catalog is discarded we use the discovered catalog from which we remove the declared empty streams.
-        We use a custom configured catalog if a configured_catalog_path is declared and we are not in high test strictness level.
-        Args:
-            test_strictness_level (Config.TestStrictnessLevel): The current test strictness level according to the global test configuration.
-            configured_catalog_path (Optional[str]): Path to a JSON file containing a custom configured catalog.
-            discovered_catalog (MutableMapping[str, AirbyteStream]): The discovered catalog.
-            empty_streams (Set[EmptyStreamConfiguration]): The empty streams declared in the test configuration.
-
-        Returns:
-            ConfiguredAirbyteCatalog: the configured Airbyte catalog.
-        """
-        if test_strictness_level is Config.TestStrictnessLevel.high or not configured_catalog_path:
-            if configured_catalog_path:
-                pytest.fail(
-                    "High strictness level error: you can't set a custom configured catalog on the basic read test when strictness level is high."
-                )
-            return build_configured_catalog_from_discovered_catalog_and_empty_streams(discovered_catalog, empty_streams)
-        else:
-            return build_configured_catalog_from_custom_catalog(configured_catalog_path, discovered_catalog)
-
-    _file_types: Set[str] = set()
-
-    async def test_read(
-        self,
-        connector_config: SecretDict,
-        configured_catalog: ConfiguredAirbyteCatalog,
-        expect_records_config: ExpectedRecordsConfig,
-        should_validate_schema: Boolean,
-        should_validate_data_points: Boolean,
-        should_validate_stream_statuses: Boolean,
-        should_validate_state_messages: Boolean,
-        should_validate_primary_keys_data_type: Boolean,
-        should_fail_on_extra_columns: Boolean,
-        empty_streams: Set[EmptyStreamConfiguration],
-        ignored_fields: Optional[Mapping[str, List[IgnoredFieldsConfiguration]]],
-        expected_records_by_stream: MutableMapping[str, List[MutableMapping]],
-        docker_runner: ConnectorRunner,
-        detailed_logger: Logger,
-        certified_file_based_connector: bool,
-    ):
-        output = await docker_runner.call_read(connector_config, configured_catalog)
-
-        records = [message.record for message in filter_output(output, Type.RECORD)]
-        state_messages = [message for message in filter_output(output, Type.STATE)]
-
-        if certified_file_based_connector:
-            self._file_types.update(self._get_actual_file_types(records))
-
-        assert records, "At least one record should be read using provided catalog"
-
-        if should_validate_schema:
-            self._validate_schema(records=records, configured_catalog=configured_catalog)
-
-        self._validate_empty_streams(records=records, configured_catalog=configured_catalog, allowed_empty_streams=empty_streams)
-
-        if should_validate_primary_keys_data_type:
-            self._validate_primary_keys_data_type(streams=configured_catalog.streams, records=records)
-
-        # TODO: remove this condition after https://github.com/airbytehq/airbyte/issues/8312 is done
-        if should_validate_data_points:
-            self._validate_field_appears_at_least_once(records=records, configured_catalog=configured_catalog)
-
-        if expected_records_by_stream:
-            self._validate_expected_records(
-                records=records,
-                expected_records_by_stream=expected_records_by_stream,
-                flags=expect_records_config,
-                ignored_fields=ignored_fields,
-                detailed_logger=detailed_logger,
-                configured_catalog=configured_catalog,
-            )
-
-        if should_validate_stream_statuses:
-            all_statuses = [
-                message.trace.stream_status
-                for message in filter_output(output, Type.TRACE)
-                if message.trace.type == TraceType.STREAM_STATUS
-            ]
-            self._validate_stream_statuses(configured_catalog=configured_catalog, statuses=all_statuses)
-
-        if should_validate_state_messages:
-            self._validate_state_messages(state_messages=state_messages, configured_catalog=configured_catalog)
-
-    async def test_airbyte_trace_message_on_failure(self, connector_config, inputs: BasicReadTestConfig, docker_runner: ConnectorRunner):
-        if not inputs.expect_trace_message_on_failure:
-            pytest.skip("Skipping `test_airbyte_trace_message_on_failure` because `inputs.expect_trace_message_on_failure=False`")
-            return
-
-        invalid_configured_catalog = ConfiguredAirbyteCatalog(
-            streams=[
-                # Create ConfiguredAirbyteStream which is deliberately invalid
-                # with regard to the Airbyte Protocol.
-                # This should cause the connector to fail.
-                ConfiguredAirbyteStream.construct(
-                    stream=AirbyteStream(
-                        name="__AIRBYTE__stream_that_does_not_exist",
-                        json_schema={"type": "object", "properties": {"f1": {"type": "string"}}},
-                        supported_sync_modes=[SyncMode.full_refresh],
-                    ),
-                    sync_mode="INVALID",
-                    destination_sync_mode="INVALID",
-                )
-            ]
-        )
-
-        output = await docker_runner.call_read(connector_config, invalid_configured_catalog, raise_container_error=False)
-        trace_messages = filter_output(output, Type.TRACE)
-        error_trace_messages = list(filter(lambda m: m.trace.type == TraceType.ERROR, trace_messages))
-
-        assert len(error_trace_messages) >= 1, "Connector should emit at least one error trace message"
-
-    @staticmethod
-    def compare_records(
-        stream_name: str,
-        actual: List[Mapping[str, Any]],
-        expected: List[Mapping[str, Any]],
-        exact_order: bool,
-        detailed_logger: Logger,
-        configured_catalog: ConfiguredAirbyteCatalog,
-    ):
-        """Compare records using combination of restrictions"""
-        configured_streams = [stream for stream in configured_catalog.streams if stream.stream.name == stream_name]
-        if len(configured_streams) != 1:
-            raise ValueError(f"Expected exactly one stream matching name {stream_name} but got {len(configured_streams)}")
-
-        configured_stream = configured_streams[0]
-        if configured_stream.stream.source_defined_primary_key:
-            # as part of the migration for relaxing CATs, we are starting only with the streams that defines primary keys
-            expected_primary_keys = list(_extract_pk_values(expected, configured_stream.stream.source_defined_primary_key))
-            actual_primary_keys = list(_extract_pk_values(actual, configured_stream.stream.source_defined_primary_key))
-            if exact_order:
-                assert (
-                    actual_primary_keys[: len(expected_primary_keys)] == expected_primary_keys
-                ), f"Expected to see those primary keys in order in the actual response for stream {stream_name}."
-            else:
-                expected_but_not_found = set(map(make_hashable, expected_primary_keys)).difference(
-                    set(map(make_hashable, actual_primary_keys))
-                )
-                assert (
-                    not expected_but_not_found
-                ), f"Expected to see those primary keys in the actual response for stream {stream_name} but they were not found."
-        elif len(expected) > len(actual):
-            if exact_order:
-                detailed_logger.warning("exact_order is `True` but validation without primary key does not consider order")
-
-            expected = set(map(make_hashable, expected))
-            actual = set(map(make_hashable, actual))
-            missing_expected = set(expected) - set(actual)
-
-            extra = set(actual) - set(expected)
-            msg = f"Expected to have at least as many records than expected for stream {stream_name}."
-            detailed_logger.info(msg)
-            detailed_logger.info("missing:")
-            detailed_logger.log_json_list(sorted(missing_expected))
-            detailed_logger.info("expected:")
-            detailed_logger.log_json_list(sorted(expected))
-            detailed_logger.info("actual:")
-            detailed_logger.log_json_list(sorted(actual))
-            detailed_logger.info("extra:")
-            detailed_logger.log_json_list(sorted(extra))
-            pytest.fail(msg)
-
-    @staticmethod
-    def group_by_stream(records: List[AirbyteRecordMessage]) -> MutableMapping[str, List[MutableMapping]]:
-        """Group records by a source stream"""
-        result = defaultdict(list)
-        for record in records:
-            result[record.stream].append(record.data)
-
-        return result
-
-    @pytest.fixture(name="certified_file_based_connector")
-    def is_certified_file_based_connector(self, connector_metadata: Dict[str, Any], is_connector_certified: bool) -> bool:
-        metadata = connector_metadata.get("data", {})
-
-        # connector subtype is specified in data.connectorSubtype field
-        file_based_connector = metadata.get("connectorSubtype") == "file"
-
-        return file_based_connector and is_connector_certified
-
-    @staticmethod
-    def _get_file_extension(file_name: str) -> str:
-        _, file_extension = splitext(file_name)
-        return file_extension.casefold()
-
-    def _get_actual_file_types(self, records: List[AirbyteRecordMessage]) -> Set[str]:
-        return {self._get_file_extension(record.data.get("_ab_source_file_url", "")) for record in records}
-
-    @staticmethod
-    def _get_unsupported_file_types(config: List[UnsupportedFileTypeConfig]) -> Set[str]:
-        return {t.extension.casefold() for t in config}
-
-    async def test_all_supported_file_types_present(self, certified_file_based_connector: bool, inputs: BasicReadTestConfig):
-        if not certified_file_based_connector or inputs.file_types.skip_test:
-            reason = (
-                "Skipping the test for supported file types"
-                f"{' as it is only applicable for certified file-based connectors' if not certified_file_based_connector else ''}."
-            )
-            pytest.skip(reason)
-
-        structured_types = {".avro", ".csv", ".jsonl", ".parquet"}
-        unstructured_types = {".pdf", ".doc", ".docx", ".ppt", ".pptx", ".md"}
-
-        if inputs.file_types.unsupported_types:
-            unsupported_file_types = self._get_unsupported_file_types(inputs.file_types.unsupported_types)
-            structured_types.difference_update(unsupported_file_types)
-            unstructured_types.difference_update(unsupported_file_types)
-
-        missing_structured_types = structured_types - self._file_types
-        missing_unstructured_types = unstructured_types - self._file_types
-
-        # all structured and at least one of unstructured supported file types should be present
-        assert not missing_structured_types and len(missing_unstructured_types) != len(unstructured_types), (
-            f"Please make sure you added files with the following supported structured types {missing_structured_types} "
-            f"and at least one with unstructured type {unstructured_types} to the test account "
-            "or add them to the `file_types -> unsupported_types` list in config."
-        )
-
-    @staticmethod
-    def _validate_stream_statuses(configured_catalog: ConfiguredAirbyteCatalog, statuses: List[AirbyteStreamStatusTraceMessage]):
-        """Validate all statuses for all streams in the catalogs were emitted in correct order:
-        1. STARTED
-        2. RUNNING (can be >1)
-        3. COMPLETE
-        """
-        stream_statuses = defaultdict(list)
-        for status in statuses:
-            stream_statuses[f"{status.stream_descriptor.namespace}-{status.stream_descriptor.name}"].append(status.status)
-
-        assert set(f"{x.stream.namespace}-{x.stream.name}" for x in configured_catalog.streams) == set(
-            stream_statuses
-        ), "All stream must emit status"
-
-        for stream_name, status_list in stream_statuses.items():
-            assert len(status_list) >= 2, f"Stream `{stream_name}` should contain at least : `STARTED` and `COMPLETE`"
-            assert status_list[0] == AirbyteStreamStatus.STARTED
-            assert status_list[-1] == AirbyteStreamStatus.COMPLETE
-            assert all(x == AirbyteStreamStatus.RUNNING for x in status_list[1:-1])
-
-    @staticmethod
-    def _validate_state_messages(state_messages: List[AirbyteMessage], configured_catalog: ConfiguredAirbyteCatalog):
-        # Ensure that at least one state message is emitted for each stream
-        assert len(state_messages) >= len(
-            configured_catalog.streams
-        ), "At least one state message should be emitted for each configured stream."
-
-        for state_message in state_messages:
-            state = state_message.state
-            stream_name = state.stream.stream_descriptor.name
-            state_type = state.type
-
-            # Ensure legacy state type is not emitted anymore
-            assert state_type != AirbyteStateType.LEGACY, (
-                f"Ensure that statuses from the {stream_name} stream are emitted using either "
-                "`STREAM` or `GLOBAL` state types, as the `LEGACY` state type is now deprecated."
-            )
-
-            # Check if stats are of the correct type and present in state message
-            assert isinstance(state.sourceStats, AirbyteStateStats), "Source stats should be in state message."
-
-    @staticmethod
-    def _validate_primary_keys_data_type(streams: List[ConfiguredAirbyteStream], records: List[AirbyteRecordMessage]):
-        data_types_mapping = {"dict": "object", "list": "array"}
-        for primary_keys, record in primary_keys_for_records(streams=streams, records=records):
-            stream_name = record.stream
-            non_nullable_key_part_found = False
-            for primary_key_path, primary_key_value in primary_keys.items():
-                if primary_key_value is not None:
-                    non_nullable_key_part_found = True
-
-                assert not isinstance(primary_key_value, (list, dict)), (
-                    f"Stream {stream_name} contains primary key with forbidden type "
-                    f"of '{data_types_mapping.get(primary_key_value.__class__.__name__)}'"
-                )
-
-            assert non_nullable_key_part_found, f"Stream {stream_name} contains primary key with null values in all its parts"
-
-
-@pytest.mark.default_timeout(TEN_MINUTES)
-class TestConnectorAttributes(BaseTest):
-    # Override from BaseTest!
-    # Used so that this is not part of the mandatory high strictness test suite yet
-    MANDATORY_FOR_TEST_STRICTNESS_LEVELS = []
-
-    @pytest.fixture(name="operational_certification_test")
-    async def operational_certification_test_fixture(self, is_connector_certified: bool) -> bool:
-        """
-        Fixture that is used to skip a test that is reserved only for connectors that are supposed to be tested
-        against operational certification criteria
-        """
-
-        if not is_connector_certified:
-            pytest.skip("Skipping operational connector certification test for uncertified connector")
-        return True
-
-    @pytest.fixture(name="streams_without_primary_key")
-    def streams_without_primary_key_fixture(self, inputs: ConnectorAttributesConfig) -> List[NoPrimaryKeyConfiguration]:
-        return inputs.streams_without_primary_key or []
-
-    async def test_streams_define_primary_key(
-        self, operational_certification_test, streams_without_primary_key, connector_config, docker_runner: ConnectorRunner
-    ) -> None:
-        output = await docker_runner.call_discover(config=connector_config)
-        catalog_messages = filter_output(output, Type.CATALOG)
-        streams = catalog_messages[0].catalog.streams
-        discovered_streams_without_primary_key = {stream.name for stream in streams if not stream.source_defined_primary_key}
-        missing_primary_keys = discovered_streams_without_primary_key - {stream.name for stream in streams_without_primary_key}
-
-        quoted_missing_primary_keys = {f"'{primary_key}'" for primary_key in missing_primary_keys}
-        assert not missing_primary_keys, f"The following streams {', '.join(quoted_missing_primary_keys)} do not define a primary_key"
-
-    @pytest.fixture(name="allowed_hosts_test")
-    def allowed_hosts_fixture_test(self, inputs: ConnectorAttributesConfig) -> bool:
-        allowed_hosts = inputs.allowed_hosts
-        bypass_reason = allowed_hosts.bypass_reason if allowed_hosts else None
-        if bypass_reason:
-            pytest.skip(f"Skipping `metadata.allowedHosts` checks. Reason: {bypass_reason}")
-        return True
-
-    async def test_certified_connector_has_allowed_hosts(
-        self, operational_certification_test, allowed_hosts_test, connector_metadata: dict
-    ) -> None:
-        """
-        Checks whether or not the connector has `allowedHosts` and it's components defined in `metadata.yaml`.
-        Suitable for certified connectors starting `ql` >= 400.
-
-        Arguments:
-            :: operational_certification_test -- pytest.fixure defines the connector is suitable for this test or not.
-            :: connector_metadata -- `metadata.yaml` file content
-        """
-        metadata = connector_metadata.get("data", {})
-
-        has_allowed_hosts_property = "allowedHosts" in metadata.keys()
-        assert has_allowed_hosts_property, f"The `allowedHosts` property is missing in `metadata.data` for `metadata.yaml`."
-
-        allowed_hosts = metadata.get("allowedHosts", {})
-        has_hosts_property = "hosts" in allowed_hosts.keys() if allowed_hosts else False
-        assert has_hosts_property, f"The `hosts` property is missing in `metadata.data.allowedHosts` for `metadata.yaml`."
-
-        hosts = allowed_hosts.get("hosts", [])
-        has_assigned_hosts = len(hosts) > 0 if hosts else False
-        assert (
-            has_assigned_hosts
-        ), f"The `hosts` empty list is not allowed for `metadata.data.allowedHosts` for certified connectors. Please add `hosts` or define the `allowed_hosts.bypass_reason` in `acceptance-test-config.yaml`."
-
-    @pytest.fixture(name="suggested_streams_test")
-    def suggested_streams_fixture_test(self, inputs: ConnectorAttributesConfig) -> bool:
-        suggested_streams = inputs.suggested_streams
-        bypass_reason = suggested_streams.bypass_reason if suggested_streams else None
-        if bypass_reason:
-            pytest.skip(f"Skipping `metadata.suggestedStreams` checks. Reason: {bypass_reason}")
-        return True
-
-    async def test_certified_connector_has_suggested_streams(
-        self, operational_certification_test, suggested_streams_test, connector_metadata: dict
-    ) -> None:
-        """
-        Checks whether or not the connector has `suggestedStreams` and it's components defined in `metadata.yaml`.
-        Suitable for certified connectors starting `ql` >= 400.
-
-        Arguments:
-            :: operational_certification_test -- pytest.fixure defines the connector is suitable for this test or not.
-            :: connector_metadata -- `metadata.yaml` file content
-        """
-
-        metadata = connector_metadata.get("data", {})
-
-        has_suggested_streams_property = "suggestedStreams" in metadata.keys()
-        assert has_suggested_streams_property, f"The `suggestedStreams` property is missing in `metadata.data` for `metadata.yaml`."
-
-        suggested_streams = metadata.get("suggestedStreams", {})
-        has_streams_property = "streams" in suggested_streams.keys() if suggested_streams else False
-        assert has_streams_property, f"The `streams` property is missing in `metadata.data.suggestedStreams` for `metadata.yaml`."
-
-        streams = suggested_streams.get("streams", [])
-        has_assigned_suggested_streams = len(streams) > 0 if streams else False
-        assert (
-            has_assigned_suggested_streams
-        ), f"The `streams` empty list is not allowed for `metadata.data.suggestedStreams` for certified connectors."
-
-
-class TestConnectorDocumentation(BaseTest):
-    MANDATORY_FOR_TEST_STRICTNESS_LEVELS = []  # Used so that this is not part of the mandatory high strictness test suite yet
-
-    PREREQUISITES = "Prerequisites"
-    HEADING = "heading"
-    CREDENTIALS_KEYWORDS = ["account", "auth", "credentials", "access"]
-    CONNECTOR_SPECIFIC_HEADINGS = "<Connector-specific features>"
-
-    @pytest.fixture(name="operational_certification_test")
-    async def operational_certification_test_fixture(self, is_connector_certified: bool) -> bool:
-        """
-        Fixture that is used to skip a test that is reserved only for connectors that are supposed to be tested
-        against operational certification criteria
-        """
-        if not is_connector_certified:
-            pytest.skip("Skipping testing source connector documentation due to low ql.")
-        return True
-
-    def _get_template_headings(self, connector_name: str) -> tuple[tuple[str], tuple[str]]:
-        """
-        https://hackmd.io/Bz75cgATSbm7DjrAqgl4rw - standard template
-        Headings in order to docs structure.
-        """
-        all_headings = (
-            connector_name,
-            "Prerequisites",
-            "Setup guide",
-            f"Set up {connector_name}",
-            "For Airbyte Cloud:",
-            "For Airbyte Open Source:",
-            f"Set up the {connector_name} connector in Airbyte",
-            "For Airbyte Cloud:",
-            "For Airbyte Open Source:",
-            "Supported sync modes",
-            "Supported Streams",
-            self.CONNECTOR_SPECIFIC_HEADINGS,
-            "Performance considerations",
-            "Data type map",
-            "Troubleshooting",
-            "Tutorials",
-            "Changelog",
-        )
-        not_required_heading = (
-            f"Set up the {connector_name} connector in Airbyte",
-            "For Airbyte Cloud:",
-            "For Airbyte Open Source:",
-            self.CONNECTOR_SPECIFIC_HEADINGS,
-            "Performance considerations",
-            "Data type map",
-            "Troubleshooting",
-            "Tutorials",
-        )
-        return all_headings, not_required_heading
-
-    def _headings_description(self, connector_name: str) -> dict[str:Path]:
-        """
-        Headings with path to file with template description
-        """
-        descriptions_paths = {
-            connector_name: Path(__file__).parent / "doc_templates/source.txt",
-            "For Airbyte Cloud:": Path(__file__).parent / "doc_templates/for_airbyte_cloud.txt",
-            "For Airbyte Open Source:": Path(__file__).parent / "doc_templates/for_airbyte_open_source.txt",
-            "Supported sync modes": Path(__file__).parent / "doc_templates/supported_sync_modes.txt",
-            "Tutorials": Path(__file__).parent / "doc_templates/tutorials.txt",
-        }
-        return descriptions_paths
-
-    def test_prerequisites_content(
-        self, operational_certification_test, actual_connector_spec: ConnectorSpecification, connector_documentation: str, docs_path: str
-    ):
-        node = docs_utils.documentation_node(connector_documentation)
-        header_line_map = {docs_utils.header_name(n): n.map[1] for n in node if n.type == self.HEADING}
-        headings = tuple(header_line_map.keys())
-
-        if not header_line_map.get(self.PREREQUISITES):
-            pytest.fail(f"Documentation does not have {self.PREREQUISITES} section.")
-
-        prereq_start_line = header_line_map[self.PREREQUISITES]
-        prereq_end_line = docs_utils.description_end_line_index(self.PREREQUISITES, headings, header_line_map)
-
-        with open(docs_path, "r") as docs_file:
-            prereq_content_lines = docs_file.readlines()[prereq_start_line:prereq_end_line]
-            # adding real character to avoid accidentally joining lines into a wanted title.
-            prereq_content = "|".join(prereq_content_lines).lower()
-            required_titles, has_credentials = docs_utils.required_titles_from_spec(actual_connector_spec.connectionSpecification)
-
-            for title in required_titles:
-                assert title in prereq_content, (
-                    f"Required '{title}' field is not in {self.PREREQUISITES} section " f"or title in spec doesn't match name in the docs."
-                )
-
-            if has_credentials:
-                # credentials has specific check for keywords as we have a lot of way how to describe this step
-                credentials_validation = [k in prereq_content for k in self.CREDENTIALS_KEYWORDS]
-                assert True in credentials_validation, f"Required 'credentials' field is not in {self.PREREQUISITES} section."
-
-    def test_docs_structure(self, operational_certification_test, connector_documentation: str, connector_metadata: dict):
-        """
-        test_docs_structure gets all top-level headers from source documentation file and check that the order is correct.
-        The order of the headers should follow our standard template https://hackmd.io/Bz75cgATSbm7DjrAqgl4rw.
-        _get_template_headings returns tuple of headers as in standard template and non-required headers that might nor be in the source docs.
-        CONNECTOR_SPECIFIC_HEADINGS value in list of required headers that shows a place where should be a connector specific headers,
-        which can be skipped as out of standard template and depend of connector.
-        """
-
-        heading_names = docs_utils.prepare_headers(connector_documentation)
-        template_headings, non_required_heading = self._get_template_headings(connector_metadata["data"]["name"])
-
-        heading_names_len, template_headings_len = len(heading_names), len(template_headings)
-        heading_names_index, template_headings_index = 0, 0
-
-        while heading_names_index < heading_names_len and template_headings_index < template_headings_len:
-            heading_names_value = heading_names[heading_names_index]
-            template_headings_value = template_headings[template_headings_index]
-            # check that template header is specific for connector and actual header should not be validated
-            if template_headings_value == self.CONNECTOR_SPECIFIC_HEADINGS:
-                # check that actual header is not in required headers, as required headers should be on a right place and order
-                if heading_names_value not in template_headings:
-                    heading_names_index += 1  # go to the next actual header as CONNECTOR_SPECIFIC_HEADINGS can be more than one
-                    continue
-                else:
-                    # if actual header is required go to the next template header to validate actual header order
-                    template_headings_index += 1
-                    continue
-            # strict check that actual header equals template header
-            if heading_names_value == template_headings_value:
-                # found expected header, go to the next header in template and actual headers
-                heading_names_index += 1
-                template_headings_index += 1
-                continue
-            # actual header != template header means that template value is not required and can be skipped
-            if template_headings_value in non_required_heading:
-                # found non-required header, go to the next template header to validate actual header
-                template_headings_index += 1
-                continue
-            # any check is True, indexes didn't move to the next step
-            pytest.fail(docs_utils.reason_titles_not_match(heading_names_value, template_headings_value, template_headings))
-        # indexes didn't move to the last required one, so some headers are missed
-        if template_headings_index != template_headings_len:
-            pytest.fail(docs_utils.reason_missing_titles(template_headings_index, template_headings))
-
-    def test_docs_descriptions(
-        self, operational_certification_test, docs_path: str, connector_documentation: str, connector_metadata: dict
-    ):
-        connector_name = connector_metadata["data"]["name"]
-        template_descriptions = self._headings_description(connector_name)
-
-        node = docs_utils.documentation_node(connector_documentation)
-        header_line_map = {docs_utils.header_name(n): n.map[1] for n in node if n.type == self.HEADING}
-        actual_headings = tuple(header_line_map.keys())
-
-        for heading, description in template_descriptions.items():
-            if heading in actual_headings:
-
-                description_start_line = header_line_map[heading]
-                description_end_line = docs_utils.description_end_line_index(heading, actual_headings, header_line_map)
-
-                with open(docs_path, "r") as docs_file, open(description, "r") as template_file:
-
-                    docs_description_content = docs_file.readlines()[description_start_line:description_end_line]
-                    template_description_content = template_file.readlines()
-
-                    for d, t in zip(docs_description_content, template_description_content):
-                        d, t = docs_utils.prepare_lines_to_compare(connector_name, d, t)
-                        assert d == t, f"Description for '{heading}' does not follow structure.\nExpected: {t} Actual: {d}"
-
-    def test_validate_links(self, operational_certification_test, connector_documentation: str):
-        valid_status_codes = [200, 403, 401, 405]  # we skip 4xx due to needed access
-        links = re.findall("(https?://[^\s)]+)", connector_documentation)
-        invalid_links = []
-        threads = []
-
-        def validate_docs_links(docs_link):
-            response = requests.get(docs_link)
-            if response.status_code not in valid_status_codes:
-                invalid_links.append(docs_link)
-
-        for link in links:
-            process = Thread(target=validate_docs_links, args=[link])
-            process.start()
-            threads.append(process)
-
-        for process in threads:
-            process.join(timeout=30)  # 30s timeout for process else link will be skipped
-            process.is_alive()
-
-        assert not invalid_links, f"{len(invalid_links)} invalid links were found in the connector documentation: {invalid_links}."
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_full_refresh.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_full_refresh.py
deleted file mode 100644
index 54a6e5308d83..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_full_refresh.py
+++ /dev/null
@@ -1,77 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import time
-from collections import defaultdict
-from functools import partial
-from logging import Logger
-from typing import List, Mapping, Optional
-
-import pytest
-from airbyte_protocol.models import ConfiguredAirbyteCatalog, Type
-from connector_acceptance_test.base import BaseTest
-from connector_acceptance_test.config import IgnoredFieldsConfiguration
-from connector_acceptance_test.utils import ConnectorRunner, JsonSchemaHelper, SecretDict, full_refresh_only_catalog, make_hashable
-from connector_acceptance_test.utils.json_schema_helper import CatalogField
-from connector_acceptance_test.utils.timeouts import TWENTY_MINUTES
-
-
-def primary_keys_by_stream(configured_catalog: ConfiguredAirbyteCatalog) -> Mapping[str, List[CatalogField]]:
-    """Get PK fields for each stream
-
-    :param configured_catalog:
-    :return:
-    """
-    data = {}
-    for stream in configured_catalog.streams:
-        helper = JsonSchemaHelper(schema=stream.stream.json_schema)
-        pks = stream.primary_key or []
-        data[stream.stream.name] = [helper.field(pk) for pk in pks]
-
-    return data
-
-
-def primary_keys_only(record, pks):
-    return ";".join([f"{pk.path}={pk.parse(record)}" for pk in pks])
-
-
-@pytest.mark.default_timeout(TWENTY_MINUTES)
-@pytest.mark.usefixtures("final_teardown")
-class TestFullRefresh(BaseTest):
-    def assert_emitted_at_increase_on_subsequent_runs(self, first_read_records, second_read_records):
-        first_read_records_data = [record.data for record in first_read_records]
-        assert first_read_records_data, "At least one record should be read using provided catalog"
-
-        first_read_records_emitted_at = [record.emitted_at for record in first_read_records]
-        max_emitted_at_first_read = max(first_read_records_emitted_at)
-
-        second_read_records_emitted_at = [record.emitted_at for record in second_read_records]
-
-        min_emitted_at_second_read = min(second_read_records_emitted_at)
-
-        assert max_emitted_at_first_read < min_emitted_at_second_read, "emitted_at should increase on subsequent runs"
-
-    async def test_sequential_reads(
-        self,
-        connector_config: SecretDict,
-        configured_catalog: ConfiguredAirbyteCatalog,
-        ignored_fields: Optional[Mapping[str, List[IgnoredFieldsConfiguration]]],
-        docker_runner: ConnectorRunner,
-        detailed_logger: Logger,
-    ):
-        configured_catalog = full_refresh_only_catalog(configured_catalog)
-        output_1 = await docker_runner.call_read(
-            connector_config,
-            configured_catalog,
-            enable_caching=False,
-        )
-        records_1 = [message.record for message in output_1 if message.type == Type.RECORD]
-
-        # sleep to ensure that the emitted_at timestamp is different
-        time.sleep(0.1)
-
-        output_2 = await docker_runner.call_read(connector_config, configured_catalog, enable_caching=False)
-        records_2 = [message.record for message in output_2 if message.type == Type.RECORD]
-
-        self.assert_emitted_at_increase_on_subsequent_runs(records_1, records_2)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_incremental.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_incremental.py
deleted file mode 100644
index bd6f56fa01d8..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_incremental.py
+++ /dev/null
@@ -1,550 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import re
-from logging import Logger
-from pathlib import Path
-from typing import Any, Callable, Dict, List, Mapping, MutableMapping, Optional, Tuple, Union
-from uuid import uuid4
-
-import dagger
-import pytest
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteStateMessage,
-    AirbyteStateStats,
-    AirbyteStateType,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    SyncMode,
-    Type,
-)
-from connector_acceptance_test import BaseTest
-from connector_acceptance_test.config import ClientContainerConfig, Config, EmptyStreamConfiguration, IncrementalConfig
-from connector_acceptance_test.utils import ConnectorRunner, SecretDict, filter_output, incremental_only_catalog
-from connector_acceptance_test.utils.timeouts import TWENTY_MINUTES
-from deepdiff import DeepDiff
-
-MIN_BATCHES_TO_TEST: int = 5
-
-SCHEMA_TYPES_MAPPING = {
-    "str": str,
-    "string": str,
-    "int": int,
-    "integer": int,
-    "int32": int,
-    "int64": int,
-    "float": float,
-    "double": float,
-    "number": float,
-}
-
-
-@pytest.fixture(name="future_state_configuration")
-def future_state_configuration_fixture(inputs, base_path, test_strictness_level) -> Tuple[Path, List[EmptyStreamConfiguration]]:
-    """Fixture with connector's future state path (relative to base_path)"""
-    if inputs.future_state and inputs.future_state.bypass_reason is not None:
-        pytest.skip("`future_state` has a bypass reason, skipping.")
-    elif inputs.future_state and inputs.future_state.future_state_path:
-        return Path(base_path) / inputs.future_state.future_state_path, inputs.future_state.missing_streams
-    elif test_strictness_level is Config.TestStrictnessLevel.high:
-        pytest.fail(
-            "High test strictness level error: a future state configuration must be provided in high test strictness level or a bypass reason should be filled."
-        )
-    else:
-        pytest.skip("`future_state` not specified, skipping.")
-
-
-@pytest.fixture(name="future_state")
-def future_state_fixture(future_state_configuration, test_strictness_level, configured_catalog) -> List[MutableMapping]:
-    """"""
-    future_state_path, missing_streams = future_state_configuration
-    with open(str(future_state_path), "r") as file:
-        contents = file.read()
-    states = json.loads(contents)
-    if test_strictness_level is Config.TestStrictnessLevel.high:
-        if not all([missing_stream.bypass_reason is not None for missing_stream in missing_streams]):
-            pytest.fail("High test strictness level error: all missing_streams must have a bypass reason specified.")
-        all_stream_names = {
-            stream.stream.name for stream in configured_catalog.streams if SyncMode.incremental in stream.stream.supported_sync_modes
-        }
-        streams_in_states = set([state["stream"]["stream_descriptor"]["name"] for state in states])
-        declared_missing_streams_names = set([missing_stream.name for missing_stream in missing_streams])
-        undeclared_missing_streams_names = all_stream_names - declared_missing_streams_names - streams_in_states
-        if undeclared_missing_streams_names:
-            pytest.fail(
-                f"High test strictness level error: {', '.join(undeclared_missing_streams_names)} streams are missing in your future_state file, please declare a state for those streams or fill-in a valid bypass_reason."
-            )
-    return states
-
-
-@pytest.fixture(name="configured_catalog_for_incremental")
-def configured_catalog_for_incremental_fixture(configured_catalog) -> ConfiguredAirbyteCatalog:
-    catalog = incremental_only_catalog(configured_catalog)
-    for stream in catalog.streams:
-        if not stream.cursor_field:
-            if stream.stream.default_cursor_field:
-                stream.cursor_field = stream.stream.default_cursor_field[:]
-            else:
-                pytest.fail(
-                    f"All incremental streams should either have `cursor_field` \
-                    declared in the configured_catalog or `default_cursor_field` \
-                    specified in the catalog output by discover. \
-                    Stream {stream.stream.name} does not have either property defined."
-                )
-
-    return catalog
-
-
-def is_per_stream_state(message: AirbyteMessage) -> bool:
-    return message.state and isinstance(message.state, AirbyteStateMessage) and message.state.type == AirbyteStateType.STREAM
-
-
-def is_global_state(message: AirbyteMessage) -> bool:
-    return message.state and isinstance(message.state, AirbyteStateMessage) and message.state.type == AirbyteStateType.GLOBAL
-
-
-def construct_latest_state_from_messages(messages: List[AirbyteMessage]) -> Dict[str, Mapping[str, Any]]:
-    """
-    Because connectors that have migrated to per-stream state only emit state messages with the new state value for a single
-    stream, this helper method reconstructs the final state of all streams after going through each AirbyteMessage
-    """
-    latest_per_stream_by_name = dict()
-    for message in messages:
-        current_state = message.state
-        if current_state and current_state.type == AirbyteStateType.STREAM:
-            per_stream = current_state.stream
-            latest_per_stream_by_name[per_stream.stream_descriptor.name] = per_stream.stream_state.dict() if per_stream.stream_state else {}
-    return latest_per_stream_by_name
-
-
-def naive_diff_records(records_1: List[AirbyteMessage], records_2: List[AirbyteMessage]) -> DeepDiff:
-    """
-    Naively diff two lists of records by comparing their data field.
-    """
-    records_1_data = [record.record.data for record in records_1]
-    records_2_data = [record.record.data for record in records_2]
-
-    # ignore_order=True because the order of records in the list is not guaranteed
-    diff = DeepDiff(records_1_data, records_2_data, ignore_order=True)
-    return diff
-
-
-@pytest.mark.default_timeout(TWENTY_MINUTES)
-@pytest.mark.usefixtures("final_teardown")
-class TestIncremental(BaseTest):
-    async def test_two_sequential_reads(
-        self,
-        connector_config: SecretDict,
-        configured_catalog_for_incremental: ConfiguredAirbyteCatalog,
-        docker_runner: ConnectorRunner,
-        client_container: Optional[dagger.Container],
-        client_container_config: Optional[ClientContainerConfig],
-        detailed_logger: Logger,
-    ):
-        """
-        This test makes two calls to the read method and verifies that the records returned are different.
-
-        Important!
-
-        Assert only that the reads are different. Nothing else.
-        This is because there is only a small subset of assertions we can make
-        in the absense of enforcing that all connectors return 3 or more state messages
-        during the first read.
-
-        To learn more: https://github.com/airbytehq/airbyte/issues/29926
-        """
-        output_1 = await docker_runner.call_read(connector_config, configured_catalog_for_incremental)
-        records_1 = filter_output(output_1, type_=Type.RECORD)
-        states_1 = filter_output(output_1, type_=Type.STATE)
-
-        assert states_1, "First Read should produce at least one state"
-        assert records_1, "First Read should produce at least one record"
-
-        # For legacy state format, the final state message contains the final state of all streams. For per-stream state format,
-        # the complete final state of streams must be assembled by going through all prior state messages received
-        if is_per_stream_state(states_1[-1]):
-            latest_state = construct_latest_state_from_messages(states_1)
-            state_input = []
-            for stream_name, stream_state in latest_state.items():
-                stream_descriptor = {"name": stream_name}
-                if "stream_namespace" in stream_state:
-                    stream_descriptor["namespace"] = stream_state["stream_namespace"]
-                state_input.append(
-                    {
-                        "type": "STREAM",
-                        "stream": {"stream_descriptor": stream_descriptor, "stream_state": stream_state},
-                    }
-                )
-        elif is_global_state(states_1[-1]):
-            # TODO: DB sources to fill out this case
-            state_input = states_1[-1].state.data
-        else:
-            state_input = states_1[-1].state.data
-
-        # READ #2
-        if client_container and client_container_config.between_syncs_command:
-            detailed_logger.info(
-                await client_container.with_env_variable("CACHEBUSTER", str(uuid4()))
-                .with_exec(client_container_config.between_syncs_command)
-                .stdout()
-            )
-
-        output_2 = await docker_runner.call_read_with_state(connector_config, configured_catalog_for_incremental, state=state_input)
-        records_2 = filter_output(output_2, type_=Type.RECORD)
-
-        diff = naive_diff_records(records_1, records_2)
-        assert (
-            diff
-        ), f"Records should change between reads but did not.\n\n records_1: {records_1} \n\n state: {state_input} \n\n records_2: {records_2} \n\n diff: {diff}"
-
-    async def test_read_sequential_slices(
-        self,
-        inputs: IncrementalConfig,
-        connector_config,
-        configured_catalog_for_incremental,
-        docker_runner: ConnectorRunner,
-        client_container: Optional[dagger.Container],
-        client_container_config: Optional[ClientContainerConfig],
-        detailed_logger: Logger,
-    ):
-        """
-        Incremental test that makes calls to the read method without a state checkpoint. Then we partition the results by stream and
-        slice checkpoints.
-        Then we make additional read method calls using the state message and verify the correctness of the
-        messages in the response.
-        """
-        if inputs.skip_comprehensive_incremental_tests:
-            pytest.skip("Skipping new incremental test based on acceptance-test-config.yml")
-            return
-
-        for stream in configured_catalog_for_incremental.streams:
-            configured_catalog_for_incremental_per_stream = ConfiguredAirbyteCatalog(streams=[stream])
-
-            output_1 = await docker_runner.call_read(connector_config, configured_catalog_for_incremental_per_stream)
-
-            records_1 = filter_output(output_1, type_=Type.RECORD)
-            # If the output of a full read is empty, there is no reason to iterate over its state.
-            # So, reading from any checkpoint of an empty stream will also produce nothing.
-            if len(records_1) == 0:
-                continue
-
-            states_1 = filter_output(output_1, type_=Type.STATE)
-
-            # To learn more: https://github.com/airbytehq/airbyte/issues/29926
-            if len(states_1) == 0:
-                continue
-
-            states_with_expected_record_count = self._state_messages_selector(states_1)
-            if not states_with_expected_record_count:
-                pytest.fail(
-                    "Unable to test because there is no suitable state checkpoint, likely due to a zero record count in the states."
-                )
-
-            mutating_stream_name_to_per_stream_state = dict()
-
-            for idx, state_message_data in enumerate(states_with_expected_record_count):
-                state_message, expected_records_count = state_message_data
-                assert state_message.type == Type.STATE
-
-                state_input, mutating_stream_name_to_per_stream_state = self.get_next_state_input(
-                    state_message, mutating_stream_name_to_per_stream_state
-                )
-
-                output_N = await docker_runner.call_read_with_state(
-                    connector_config, configured_catalog_for_incremental_per_stream, state=state_input
-                )
-                records_N = filter_output(output_N, type_=Type.RECORD)
-
-                assert (
-                    # We assume that the output may be empty when we read the latest state, or it must produce some data if we are in the middle of our progression
-                    len(records_N)
-                    >= expected_records_count
-                ), f"Read {idx + 1} of {len(states_with_expected_record_count)} should produce at least one record.\n\n state: {state_input} \n\n records_{idx + 1}: {records_N}"
-
-                # Temporary comment this to avoid fake failures while handling corner cases such as:
-                # - start date is equal to the latest state checkpoint date and date compare condition is >=, so we have two equal sets of data
-                # - ...
-
-                # See this issue for more details: https://github.com/airbytehq/airbyte-internal-issues/issues/8056
-
-                # diff = naive_diff_records(records_1, records_N)
-                # assert (
-                #     diff
-                # ), f"Records for subsequent reads with new state should be different.\n\n records_1: {records_1} \n\n state: {state_input} \n\n records_{idx + 1}: {records_N} \n\n diff: {diff}"
-
-    async def test_state_with_abnormally_large_values(
-        self, inputs: IncrementalConfig, connector_config, configured_catalog, future_state, docker_runner: ConnectorRunner
-    ):
-        configured_catalog = incremental_only_catalog(configured_catalog)
-        output = await docker_runner.call_read_with_state(config=connector_config, catalog=configured_catalog, state=future_state)
-        records = filter_output(output, type_=Type.RECORD)
-        states = filter_output(output, type_=Type.STATE)
-
-        assert (
-            not records
-        ), f"The sync should produce no records when run with the state with abnormally large values {records[0].record.stream}"
-        assert states, "The sync should produce at least one STATE message"
-
-        if states and is_global_state(states[0]):
-            # TODO: DB sources to fill out this case. Also, can we assume all states will be global if the first one is?
-            pass
-
-        # TODO: else:
-        cursor_fields_per_stream = {
-            stream.stream.name: self._get_cursor_field(stream)
-            for stream in configured_catalog.streams
-            if stream.sync_mode == SyncMode.incremental
-        }
-        actual_state_cursor_values_per_stream = {
-            state.state.stream.stream_descriptor.name: self._get_cursor_values_from_states_by_cursor(
-                state.state.stream.stream_state.dict(), cursor_fields_per_stream[state.state.stream.stream_descriptor.name]
-            )
-            for state in states
-        }
-        future_state_cursor_values_per_stream = {
-            state["stream"]["stream_descriptor"]["name"]: self._get_cursor_values_from_states_by_cursor(
-                state["stream"]["stream_state"], cursor_fields_per_stream[state["stream"]["stream_descriptor"]["name"]]
-            )
-            for state in future_state
-            if state["stream"]["stream_descriptor"]["name"] in cursor_fields_per_stream
-        }
-
-        assert all(future_state_cursor_values_per_stream.values()), "Future state must be set up for all given streams"
-
-        expected_cursor_value_schema_per_stream = {
-            # TODO: Check if cursor value may be a nested property. If so, then should I use ._get_cursor_values_from_states ?
-            stream.stream.name: stream.stream.json_schema["properties"][cursor_fields_per_stream[stream.stream.name]]
-            for stream in configured_catalog.streams
-        }
-
-        future_state_formatrs_per_stream = {stream.name: stream for stream in inputs.future_state.cursor_format.streams}
-        for stream in configured_catalog.streams:
-            pattern = future_state_formatrs_per_stream.get(stream.stream.name, inputs.future_state.cursor_format).format
-
-            # All streams must be defined in the abnormal_state.json file due to the high test strictness level rule.
-            # However, a state may not be present in the output if a stream was unavailable during sync.
-            # Ideally, this should not be the case, but in reality, it often happens.
-            # It is not the purpose of this test to check for this, so we just skip it here.
-            if stream.stream.name not in actual_state_cursor_values_per_stream:
-                continue
-
-            actual_cursor_values = actual_state_cursor_values_per_stream[stream.stream.name]
-            future_state_cursor_values = future_state_cursor_values_per_stream[stream.stream.name]
-
-            expected_types = self._get_cursor_value_types(expected_cursor_value_schema_per_stream[stream.stream.name]["type"])
-
-            for actual_cursor_value, future_state_cursor_value in zip(actual_cursor_values, future_state_cursor_values):
-
-                for _type in expected_types:
-
-                    if actual_cursor_value:
-                        assert isinstance(
-                            actual_cursor_value, _type
-                        ), f"Cursor value {actual_cursor_value} is not of type {_type}. Expected {_type}, got {type(actual_cursor_value)}"
-
-                    if future_state_cursor_value:
-                        assert isinstance(
-                            future_state_cursor_value, _type
-                        ), f"Cursor value {future_state_cursor_value} is not of type {_type}. Expected {_type}, got {type(future_state_cursor_value)}"
-
-                if not (actual_cursor_value and future_state_cursor_value):
-                    continue
-
-                # If the cursor value is numeric and the type check has passed, it means the format is correct
-                if isinstance(actual_cursor_value, (int, float)):
-                    continue
-
-                # When the data is of string type, we need to ensure the format is correct for both cursor values
-                if pattern:
-                    assert self._check_cursor_by_regex_match(
-                        actual_cursor_value, pattern
-                    ), f"Actual cursor value {actual_cursor_value} does not match pattern: {pattern}"
-                    assert self._check_cursor_by_regex_match(
-                        future_state_cursor_value, pattern
-                    ), f"Future cursor value {future_state_cursor_value} does not match pattern: {pattern}"
-                else:
-                    assert self._check_cursor_by_char_types(
-                        actual_cursor_value, future_state_cursor_value
-                    ), f"Actual and future state formats do not match. Actual cursor value: {actual_cursor_value}, future cursor value: {future_state_cursor_value}"
-
-    def get_next_state_input(
-        self, state_message: AirbyteStateMessage, stream_name_to_per_stream_state: MutableMapping
-    ) -> Tuple[Union[List[MutableMapping], MutableMapping], MutableMapping]:
-        # Including all the latest state values from previous batches, update the combined stream state
-        # with the current batch's stream state and then use it in the following read() request
-        current_state = state_message.state
-        if current_state and current_state.type == AirbyteStateType.STREAM:
-            per_stream = current_state.stream
-            if per_stream.stream_state:
-                stream_name_to_per_stream_state[per_stream.stream_descriptor.name] = (
-                    per_stream.stream_state.dict() if per_stream.stream_state else {}
-                )
-        elif current_state and current_state.type == AirbyteStateType.GLOBAL:
-            # TODO: DB Sources to fill in this case
-            pass
-        state_input = [
-            {"type": "STREAM", "stream": {"stream_descriptor": {"name": stream_name}, "stream_state": stream_state}}
-            for stream_name, stream_state in stream_name_to_per_stream_state.items()
-        ]
-        return state_input, stream_name_to_per_stream_state
-
-    @staticmethod
-    def _get_cursor_values_from_states_by_cursor(states: Union[list, dict], cursor_field: str) -> List[Union[str, int]]:
-        values = []
-        nodes_to_visit = [states]
-
-        while nodes_to_visit:
-            current_node = nodes_to_visit.pop()
-
-            if isinstance(current_node, dict):
-                for key, value in current_node.items():
-                    # DB sources use a hardcoded field `cursor` to denote cursor value.
-                    if key == cursor_field or ("cursor_field" in current_node and key == "cursor"):
-                        values.append(value)
-                    nodes_to_visit.append(value)
-            elif isinstance(current_node, list):
-                nodes_to_visit.extend(current_node)
-
-        return values
-
-    @staticmethod
-    def _check_cursor_by_char_types(actual_cursor: str, expected_cursor: str) -> bool:
-        if len(actual_cursor) != len(expected_cursor):
-            return False
-
-        for char1, char2 in zip(actual_cursor, expected_cursor):
-            if char1.isalpha() and char2.isalpha():
-                continue
-            elif char1.isdigit() and char2.isdigit():
-                continue
-            elif not char1.isalnum() and not char2.isalnum() and char1 == char2:
-                continue
-            else:
-                return False
-
-        return True
-
-    @staticmethod
-    def _check_cursor_by_regex_match(cursor: str, pattern: str) -> bool:
-        return bool(re.match(pattern, cursor))
-
-    @staticmethod
-    def _get_cursor_field(stream: ConfiguredAirbyteStream) -> Optional[str]:
-        cursor_field = stream.cursor_field or stream.stream.default_cursor_field
-        if cursor_field:
-            return next(iter(cursor_field))
-
-    @staticmethod
-    def _get_cursor_value_types(schema_type: Union[list, str]) -> List[Callable[..., Any]]:
-        if isinstance(schema_type, str):
-            schema_type = [schema_type]
-        types = []
-        for _type in schema_type:
-            if _type == "null":
-                continue
-
-            if _type not in SCHEMA_TYPES_MAPPING:
-                pytest.fail(f"Unsupported type: {_type}. Update SCHEMA_TYPES_MAPPING with the {_type} and its corresponding function")
-
-            types.append(SCHEMA_TYPES_MAPPING[_type])
-        return types
-
-    @staticmethod
-    def _get_state(airbyte_message: AirbyteMessage) -> AirbyteStateMessage:
-        if not airbyte_message.state.stream:
-            return airbyte_message.state
-        return airbyte_message.state.stream.stream_state
-
-    @staticmethod
-    def _get_record_count(airbyte_message: AirbyteMessage) -> float:
-        return airbyte_message.state.sourceStats.recordCount
-
-    def _get_unique_state_messages_with_record_count(self, states: List[AirbyteMessage]) -> List[Tuple[AirbyteMessage, float]]:
-        """
-        Validates a list of state messages to ensure that consecutive messages with the same stream state are represented by only the first message, while subsequent duplicates are ignored.
-        """
-        if len(states) <= 1:
-            return [(state, 0.0) for state in states if self._get_record_count(state)]
-
-        current_idx = 0
-        unique_state_messages = []
-
-        # Iterate through the list of state messages
-        while current_idx < len(states) - 1:
-            next_idx = current_idx + 1
-            # Check if consecutive messages have the same stream state
-            while self._get_state(states[current_idx]) == self._get_state(states[next_idx]) and next_idx < len(states) - 1:
-                next_idx += 1
-
-            states[current_idx].state.sourceStats = AirbyteStateStats(
-                recordCount=sum(map(self._get_record_count, states[current_idx:next_idx]))
-            )
-            # Append the first message with a unique stream state to the result list
-            unique_state_messages.append(states[current_idx])
-            # If the last message has a different stream state than the previous one, append it to the result list
-            if next_idx == len(states) - 1 and self._get_state(states[current_idx]) != self._get_state(states[next_idx]):
-                unique_state_messages.append(states[next_idx])
-            current_idx = next_idx
-
-        # Drop all states with a record count of 0.0
-        unique_non_zero_state_messages = list(filter(self._get_record_count, unique_state_messages))
-
-        total_record_count = sum(map(self._get_record_count, unique_non_zero_state_messages))
-
-        # Calculates the expected record count per state based on the total record count and distribution across states.
-        # The expected record count is the number of records we expect to receive when applying a specific state checkpoint.
-        unique_non_zero_state_messages_with_record_count = zip(
-            unique_non_zero_state_messages,
-            [
-                total_record_count - sum(map(self._get_record_count, unique_non_zero_state_messages[: idx + 1]))
-                for idx in range(len(unique_non_zero_state_messages))
-            ],
-        )
-
-        return list(unique_non_zero_state_messages_with_record_count)
-
-    def _states_with_expected_record_count_batch_selector(
-        self, unique_state_messages_with_record_count: List[Tuple[AirbyteMessage, float]]
-    ) -> List[Tuple[AirbyteMessage, float]]:
-        # Important!
-
-        # There is only a small subset of assertions we can make
-        # in the absense of enforcing that all connectors return 3 or more state messages
-        # during the first read.
-        if len(unique_state_messages_with_record_count) < 3:
-            return unique_state_messages_with_record_count[-1:]
-
-        # To avoid spamming APIs we only test a fraction of batches (4 or 5 states by default)
-        sample_rate = (len(unique_state_messages_with_record_count) // MIN_BATCHES_TO_TEST) or 1
-
-        states_with_expected_record_count_batch = []
-
-        for idx, state_message_data in enumerate(unique_state_messages_with_record_count):
-            # if first state message, skip
-            # this is because we cannot assert if the first state message will result in new records
-            # as in this case it is possible for a connector to return an empty state message when it first starts.
-            # e.g. if the connector decides it wants to let the caller know that it has started with an empty state.
-            if idx == 0:
-                continue
-
-            # if batching required, and not a sample, skip
-            if idx % sample_rate != 0:
-                continue
-
-            # if last state message, skip
-            # this is because we cannot assert if the last state message will result in new records
-            # as in this case it is possible for a connector to return a previous state message.
-            # e.g. if the connector is using pagination and the last page is only partially full
-            if idx == len(unique_state_messages_with_record_count) - 1:
-                continue
-
-            states_with_expected_record_count_batch.append(state_message_data)
-
-        return states_with_expected_record_count_batch
-
-    def _state_messages_selector(self, state_messages: List[AirbyteMessage]) -> List[Tuple[AirbyteMessage, float]]:
-        unique_state_messages_with_record_count = self._get_unique_state_messages_with_record_count(state_messages)
-        return self._states_with_expected_record_count_batch_selector(unique_state_messages_with_record_count)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/__init__.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/__init__.py
deleted file mode 100644
index 4a9bcd9d52a6..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/__init__.py
+++ /dev/null
@@ -1,36 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-from .asserts import verify_records_schema
-from .common import (
-    SecretDict,
-    build_configured_catalog_from_custom_catalog,
-    build_configured_catalog_from_discovered_catalog_and_empty_streams,
-    filter_output,
-    full_refresh_only_catalog,
-    incremental_only_catalog,
-    load_config,
-    load_yaml_or_json_path,
-)
-from .compare import diff_dicts, make_hashable
-from .connector_runner import ConnectorRunner
-from .json_schema_helper import JsonSchemaHelper
-from .manifest_helper import is_manifest_file, parse_manifest_spec
-
-__all__ = [
-    "JsonSchemaHelper",
-    "load_config",
-    "load_yaml_or_json_path",
-    "filter_output",
-    "full_refresh_only_catalog",
-    "incremental_only_catalog",
-    "SecretDict",
-    "ConnectorRunner",
-    "diff_dicts",
-    "make_hashable",
-    "verify_records_schema",
-    "build_configured_catalog_from_custom_catalog",
-    "build_configured_catalog_from_discovered_catalog_and_empty_streams",
-    "is_manifest_file",
-    "parse_manifest_spec",
-]
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/asserts.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/asserts.py
deleted file mode 100644
index 4b6ed43bfb06..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/asserts.py
+++ /dev/null
@@ -1,109 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import copy
-import logging
-import re
-from collections import defaultdict
-from typing import Any, Dict, List, Mapping
-
-import pendulum
-from jsonschema import Draft7Validator, FormatChecker, FormatError, ValidationError, validators
-
-from airbyte_protocol.models import AirbyteRecordMessage, ConfiguredAirbyteCatalog
-
-
-# fmt: off
-timestamp_regex = re.compile((r"^\d{4}-\d?\d-\d?\d"  # date
-                              r"(\s|T)"  # separator
-                              r"\d?\d:\d?\d:\d?\d(.\d+)?"  # time
-                              r".*$"))  # timezone
-# fmt: on
-
-# In Json schema, numbers with a zero fractional part are considered integers. E.G. 1.0 is considered a valid integer
-# For stricter type validation we don't want to keep this behavior. We want to consider integers in the Pythonic way.
-strict_integer_type_checker = Draft7Validator.TYPE_CHECKER.redefine("integer", lambda _, value: isinstance(value, int))
-Draft7ValidatorWithStrictInteger = validators.extend(Draft7Validator, type_checker=strict_integer_type_checker)
-
-
-class NoAdditionalPropertiesValidator(Draft7Validator):
-    def __init__(self, schema, **kwargs):
-        schema = self._enforce_false_additional_properties(schema)
-        super().__init__(schema, **kwargs)
-
-    @staticmethod
-    def _enforce_false_additional_properties(json_schema: Dict[str, Any]) -> Dict[str, Any]:
-        """Create a copy of the schema in which `additionalProperties` is set to False for all non-null object properties.
-
-        This method will override the value of `additionalProperties` if it is set,
-        or will create the property and set it to False if it does not exist.
-        """
-        new_schema = copy.deepcopy(json_schema)
-        new_schema["additionalProperties"] = False
-
-        def add_properties(properties):
-            for prop_name, prop_value in properties.items():
-                if "type" in prop_value and "object" in prop_value["type"] and len(prop_value.get("properties", [])):
-                    prop_value["additionalProperties"] = False
-                    add_properties(prop_value.get("properties", {}))
-                elif "type" in prop_value and "array" in prop_value["type"]:
-                    if (
-                        prop_value.get("items")
-                        and "object" in prop_value.get("items", {}).get("type", [])
-                        and len(prop_value.get("items", {}).get("properties", []))
-                    ):
-                        prop_value["items"]["additionalProperties"] = False
-                    if prop_value.get("items", {}).get("properties"):
-                        add_properties(prop_value["items"]["properties"])
-
-        add_properties(new_schema.get("properties", {}))
-        return new_schema
-
-
-class CustomFormatChecker(FormatChecker):
-    @staticmethod
-    def check_datetime(value: str) -> bool:
-        valid_format = timestamp_regex.match(value)
-        try:
-            pendulum.parse(value, strict=False)
-        except ValueError:
-            valid_time = False
-        else:
-            valid_time = True
-        return valid_format and valid_time
-
-    def check(self, instance, format):
-        if instance is not None and format == "date-time":
-            if not self.check_datetime(instance):
-                raise FormatError(f"{instance} has invalid datetime format")
-        else:
-            return super().check(instance, format)
-
-
-def verify_records_schema(
-    records: List[AirbyteRecordMessage], catalog: ConfiguredAirbyteCatalog
-) -> Mapping[str, Mapping[str, ValidationError]]:
-    """Check records against their schemas from the catalog, yield error messages.
-    Only first record with error will be yielded for each stream.
-    """
-    stream_validators = {}
-    for stream in catalog.streams:
-        schema_to_validate_against = stream.stream.json_schema
-        # We will be disabling strict `NoAdditionalPropertiesValidator` until we have a better plan for schema validation. The consequence
-        # is that we will lack visibility on new fields that are not added on the root level (root level is validated by Datadog)
-        #   validator = NoAdditionalPropertiesValidator if fail_on_extra_columns else Draft7ValidatorWithStrictInteger
-        validator = Draft7ValidatorWithStrictInteger
-        stream_validators[stream.stream.name] = validator(schema_to_validate_against, format_checker=CustomFormatChecker())
-    stream_errors = defaultdict(dict)
-    for record in records:
-        validator = stream_validators.get(record.stream)
-        if not validator:
-            logging.error(f"Received record from the `{record.stream}` stream, which is not in the catalog.")
-            continue
-
-        errors = list(validator.iter_errors(record.data))
-        for error in errors:
-            stream_errors[record.stream][str(error.schema_path)] = error
-
-    return stream_errors
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/backward_compatibility.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/backward_compatibility.py
deleted file mode 100644
index 91a03ad33f64..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/backward_compatibility.py
+++ /dev/null
@@ -1,305 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from abc import ABC, abstractmethod
-from enum import Enum
-from typing import Any, Dict
-
-import jsonschema
-from deepdiff import DeepDiff
-from hypothesis import HealthCheck, Verbosity, given, settings
-
-
-try:
-    from hypothesis_jsonschema import from_schema
-except ImportError:
-    # Fallback implementation
-    from hypothesis import strategies as st
-
-    def from_schema(schema):
-        return st.builds(dict)  # This is a simplified fallback
-
-
-from airbyte_protocol.models import ConnectorSpecification
-from connector_acceptance_test.utils import SecretDict
-
-
-class BackwardIncompatibilityContext(Enum):
-    SPEC = 1
-    DISCOVER = 2
-
-
-class NonBackwardCompatibleError(Exception):
-    def __init__(self, error_message: str, context: BackwardIncompatibilityContext) -> None:
-        self.error_message = error_message
-        self.context = context
-        super().__init__(error_message)
-
-    def __str__(self):
-        return f"{self.context} - {self.error_message}"
-
-
-class BaseDiffChecker(ABC):
-    def __init__(self, previous: dict, current: dict) -> None:
-        self._previous = previous
-        self._current = current
-        self.compute_diffs()
-
-    def _raise_error(self, message: str, diff: DeepDiff):
-        raise NonBackwardCompatibleError(f"{message}. Diff: {diff.pretty()}", self.context)
-
-    @property
-    @abstractmethod
-    def context(self):  # pragma: no cover
-        pass
-
-    @abstractmethod
-    def compute_diffs(self):  # pragma: no cover
-        pass
-
-    @abstractmethod
-    def assert_is_backward_compatible(self):  # pragma: no cover
-        pass
-
-    def check_if_value_of_a_field_changed(self, diff: DeepDiff, field: str):
-        """
-        Check if a type / airbyte_type / format was changed on a property.
-        Detect field value change: "str" -> "int" / "date-time" -> "date" / "timestamp_without_timezone" -> "timestamp_with_timezone"
-        """
-        diffs = diff.get("values_changed", set()) | diff.get("dictionary_item_added", set()) | diff.get("dictionary_item_removed", set())
-        field_value_changes = [change for change in diffs if {"properties", field}.issubset(change.path(output_format="list"))]
-        if field_value_changes:
-            self._raise_error(f"The '{field}' field value was changed.", diff)
-
-    def check_if_new_type_was_added(self, diff: DeepDiff):  # pragma: no cover
-        """Detect type value added to type list if new type value is not None (e.g ["str"] -> ["str", "int"])"""
-        new_values_in_type_list = [
-            change
-            for change in diff.get("iterable_item_added", [])
-            if change.path(output_format="list")[-2] == "type"
-            if change.t2 != "null"
-        ]
-        if new_values_in_type_list:
-            self._raise_error("A new value was added to a 'type' field")
-
-    def check_if_type_of_type_field_changed(self, diff: DeepDiff, allow_type_widening: bool = False):
-        """
-        Detect the change of type of a type field on a property
-        e.g:
-        - "str" -> ["str"] VALID
-        - "str" -> ["str", "null"] VALID
-        - "str" -> ["str", "int"] VALID
-        - "str" -> 1 INVALID
-        - ["str"] -> "str" VALID
-        - ["str"] -> "int" INVALID
-        - ["str"] -> 1 INVALID
-        """
-        type_changes = [
-            change for change in diff.get("type_changes", []) if {"properties", "type"}.issubset(change.path(output_format="list"))
-        ]
-        for change in type_changes:
-            # We only accept change on the type field if the new type for this field is list or string
-            # This might be something already guaranteed by JSON schema validation.
-            if isinstance(change.t1, str):
-                if not isinstance(change.t2, list):
-                    self._raise_error("A 'type' field was changed from string to an invalid value.", diff)
-                if allow_type_widening:
-                    # If the new type field is a list we want to make sure it contains the original type (t1):
-                    # e.g. "str" -> ["str", "null"]
-                    #      "int" -> ["int", "str"]
-                    # We want to raise an error otherwise.
-                    if change.t1 not in change.t2:
-                        self._raise_error("The 'type' field was changed to a list which does not contain previous type", diff)
-                else:
-                    # If the new type field is a list we want to make sure it only has the original type (t1)
-                    # and null: e.g. "str" -> ["str", "null"]
-                    # We want to raise an error otherwise.
-                    t2_not_null_types = [_type for _type in change.t2 if _type != "null"]
-                    if not (len(t2_not_null_types) == 1 and t2_not_null_types[0] == change.t1):
-                        self._raise_error("The 'type' field was changed to a list with multiple invalid values", diff)
-            if isinstance(change.t1, list):
-                if not isinstance(change.t2, str):
-                    self._raise_error("The 'type' field was changed from a list to an invalid value", diff)
-                if not (len(change.t1) == 1 and change.t2 == change.t1[0]):
-                    self._raise_error("An element was removed from the list of 'type'", diff)
-
-
-class SpecDiffChecker(BaseDiffChecker):
-    """A class to perform backward compatibility checks on a connector specification diff"""
-
-    context = BackwardIncompatibilityContext.SPEC
-
-    def compute_diffs(self):
-        self.connection_specification_diff = DeepDiff(
-            self._previous["connectionSpecification"],
-            self._current["connectionSpecification"],
-            view="tree",
-            ignore_order=True,
-        )
-
-    def assert_is_backward_compatible(self):
-        self.check_if_declared_new_required_field(self.connection_specification_diff)
-        self.check_if_added_a_new_required_property(self.connection_specification_diff)
-        self.check_if_value_of_a_field_changed(self.connection_specification_diff, "type")
-        self.check_if_value_of_a_field_changed(self.connection_specification_diff, "airbyte_type")
-        self.check_if_value_of_a_field_changed(self.connection_specification_diff, "format")
-        # self.check_if_new_type_was_added(self.connection_specification_diff) We want to allow type expansion atm
-        self.check_if_type_of_type_field_changed(self.connection_specification_diff, allow_type_widening=True)
-        self.check_if_field_was_made_not_nullable(self.connection_specification_diff)
-        self.check_if_enum_was_narrowed(self.connection_specification_diff)
-        self.check_if_declared_new_enum_field(self.connection_specification_diff)
-
-    def check_if_declared_new_required_field(self, diff: DeepDiff):
-        """Check if the new spec declared a 'required' field."""
-        added_required_fields = [
-            addition for addition in diff.get("dictionary_item_added", []) if addition.path(output_format="list")[-1] == "required"
-        ]
-        if added_required_fields:
-            self._raise_error("A new 'required' field was declared.", diff)
-
-    def check_if_added_a_new_required_property(self, diff: DeepDiff):
-        """Check if the new spec added a property to the 'required' list"""
-        added_required_properties = [
-            addition for addition in diff.get("iterable_item_added", []) if addition.up.path(output_format="list")[-1] == "required"
-        ]
-        if added_required_properties:
-            self._raise_error("A new property was added to 'required'", diff)
-
-    def check_if_field_was_made_not_nullable(self, diff: DeepDiff):
-        """Detect when field was made not nullable but is still a list: e.g ["string", "null"] -> ["string"]"""
-        removed_nullable = [
-            change for change in diff.get("iterable_item_removed", []) if {"properties", "type"}.issubset(change.path(output_format="list"))
-        ]
-        if removed_nullable:
-            self._raise_error("A field type was narrowed or made a field not nullable", diff)
-
-    def check_if_enum_was_narrowed(self, diff: DeepDiff):
-        """Check if the list of values in a enum was shortened in a spec."""
-        enum_removals = [
-            enum_removal
-            for enum_removal in diff.get("iterable_item_removed", [])
-            if enum_removal.up.path(output_format="list")[-1] == "enum"
-        ]
-        if enum_removals:
-            self._raise_error("An enum field was narrowed.", diff)
-
-    def check_if_declared_new_enum_field(self, diff: DeepDiff):
-        """Check if an 'enum' field was added to the spec."""
-        enum_additions = [
-            enum_addition
-            for enum_addition in diff.get("dictionary_item_added", [])
-            if enum_addition.path(output_format="list")[-1] == "enum"
-        ]
-        if enum_additions:
-            self._raise_error("An 'enum' field was declared on an existing property", diff)
-
-
-def remove_date_time_pattern_format(schema: Dict[str, Any]) -> Dict[str, Any]:
-    """
-    This function traverses a JSON schema and removes the 'format' field for properties
-    that are of 'date-time' format and have a 'pattern' field.
-
-    The 'pattern' is often more restrictive than the 'date-time' format, and Hypothesis can't natively generate
-    date-times that match a specific pattern. Therefore, in this case, we've opted to
-    remove the 'date-time' format since the 'pattern' is more restrictive and more likely
-    to cause a breaking change if not adhered to.
-
-    On the otherside we also validate the output of hypothesis against the new schema to ensure
-    that the generated data matches the new schema. In this case we will catch whether or not the
-    date-time format is still being adhered to.
-
-    Args:
-        schema (Dict[str, Any]): The JSON schema to be processed.
-
-    Returns:
-        Dict[str, Any]: The processed JSON schema where 'date-time' format has been removed
-                        for properties that have a 'pattern'.
-    """
-    if isinstance(schema, dict):
-        for key, value in schema.items():
-            if isinstance(value, dict):
-                if value.get("format") == "date-time" and "pattern" in value:
-                    del value["format"]
-                remove_date_time_pattern_format(value)
-    return schema
-
-
-def validate_previous_configs(
-    previous_connector_spec: ConnectorSpecification, actual_connector_spec: ConnectorSpecification, number_of_configs_to_generate=100
-):
-    """Use hypothesis and hypothesis-jsonschema to run property based testing:
-    1. Generate fake previous config with the previous connector specification json schema.
-    2. Validate a fake previous config against the actual connector specification json schema."""
-    prev_con_spec = previous_connector_spec.dict()["connectionSpecification"]
-
-    @given(from_schema(remove_date_time_pattern_format(prev_con_spec)))
-    @settings(
-        max_examples=number_of_configs_to_generate,
-        verbosity=Verbosity.verbose,
-        suppress_health_check=(HealthCheck.too_slow, HealthCheck.filter_too_much),
-    )
-    def check_fake_previous_config_against_actual_spec(fake_previous_config):
-        if isinstance(fake_previous_config, dict):  # Looks like hypothesis-jsonschema not only generate dict objects...
-            fake_previous_config = SecretDict(fake_previous_config)
-            filtered_fake_previous_config = {key: value for key, value in fake_previous_config.data.items() if not key.startswith("_")}
-            try:
-                jsonschema.validate(instance=filtered_fake_previous_config, schema=actual_connector_spec.connectionSpecification)
-            except jsonschema.exceptions.ValidationError as err:
-                raise NonBackwardCompatibleError(err, BackwardIncompatibilityContext.SPEC)
-
-    check_fake_previous_config_against_actual_spec()
-
-
-class CatalogDiffChecker(BaseDiffChecker):
-    """A class to perform backward compatibility checks on a discoverd catalog diff"""
-
-    context = BackwardIncompatibilityContext.DISCOVER
-
-    def compute_diffs(self):
-        self.streams_json_schemas_diff = DeepDiff(
-            {stream_name: airbyte_stream.dict().pop("json_schema") for stream_name, airbyte_stream in self._previous.items()},
-            {stream_name: airbyte_stream.dict().pop("json_schema") for stream_name, airbyte_stream in self._current.items()},
-            view="tree",
-            ignore_order=True,
-        )
-        self.streams_cursor_fields_diff = DeepDiff(
-            {stream_name: airbyte_stream.dict().pop("default_cursor_field") for stream_name, airbyte_stream in self._previous.items()},
-            {stream_name: airbyte_stream.dict().pop("default_cursor_field") for stream_name, airbyte_stream in self._current.items()},
-            view="tree",
-        )
-
-    def assert_is_backward_compatible(self):
-        self.check_if_stream_was_removed(self.streams_json_schemas_diff)
-        self.check_if_type_of_type_field_changed(self.streams_json_schemas_diff, allow_type_widening=False)
-        self.check_if_value_of_a_field_changed(self.streams_json_schemas_diff, "type")
-        self.check_if_value_of_a_field_changed(self.streams_json_schemas_diff, "format")
-        self.check_if_value_of_a_field_changed(self.streams_json_schemas_diff, "airbyte_type")
-        self.check_if_field_removed(self.streams_json_schemas_diff)
-        self.check_if_cursor_field_was_changed(self.streams_cursor_fields_diff)
-
-    def check_if_field_removed(self, diff: DeepDiff):
-        """Check if a property was removed from the catalog."""
-        removed_properties = []
-        for removal in diff.get("dictionary_item_removed", []):
-            removal_path_parts = removal.path(output_format="list")
-            if "properties" in removal_path_parts:
-                removal_path_human_readable = ".".join(removal_path_parts)
-                removed_properties.append(removal_path_human_readable)
-        if removed_properties:
-            self._raise_error(f"The following properties were removed: {', '.join(removed_properties)}", diff)
-
-    def check_if_stream_was_removed(self, diff: DeepDiff):
-        """Check if a stream was removed from the catalog."""
-        removed_streams = []
-        for removal in diff.get("dictionary_item_removed", []):
-            if removal.path() != "root" and removal.up.path() == "root":
-                removed_streams.append(removal.path(output_format="list")[0])
-        if removed_streams:
-            self._raise_error(f"The following streams were removed: {','.join(removed_streams)}", diff)
-
-    def check_if_cursor_field_was_changed(self, diff: DeepDiff):
-        """Check if a default cursor field value was changed."""
-        invalid_changes = {"values_changed", "iterable_item_added", "iterable_item_removed"}
-        if any([change in invalid_changes for change in diff.keys()]):
-            self._raise_error("The value of 'default_cursor_field' was changed", diff)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/client_container_runner.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/client_container_runner.py
deleted file mode 100644
index a6583001a496..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/client_container_runner.py
+++ /dev/null
@@ -1,74 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import os
-import uuid
-from glob import glob
-from pathlib import Path
-from typing import List
-
-import dagger
-
-from connector_acceptance_test.utils import SecretDict
-
-
-IN_CONTAINER_CONNECTOR_PATH = Path("/connector")
-IN_CONTAINER_CONFIG_PATH = Path("/tmp/config.json")
-IN_CONTAINER_OUTPUT_PATH = Path("/tmp/output.txt")
-
-
-async def _build_container(dagger_client: dagger.Client, dockerfile_path: Path) -> dagger.Container:
-    workspace = (
-        dagger_client.container()
-        .with_mounted_directory("/tmp/setup_teardown_context", dagger_client.host().directory(os.path.dirname(dockerfile_path)))
-        .directory("/tmp/setup_teardown_context")
-    )
-    return await dagger_client.container().build(context=workspace, dockerfile=dockerfile_path.name)
-
-
-async def _build_client_container(dagger_client: dagger.Client, connector_path: Path, dockerfile_path: Path) -> dagger.Container:
-    container = await _build_container(dagger_client, dockerfile_path)
-    return container.with_mounted_directory(
-        str(IN_CONTAINER_CONNECTOR_PATH), dagger_client.host().directory(str(connector_path), exclude=get_default_excluded_files())
-    )
-
-
-def get_default_excluded_files() -> List[str]:
-    return (
-        [".git"]
-        + glob("**/build", recursive=True)
-        + glob("**/.venv", recursive=True)
-        + glob("**/__pycache__", recursive=True)
-        + glob("**/*.egg-info", recursive=True)
-        + glob("**/.vscode", recursive=True)
-        + glob("**/.pytest_cache", recursive=True)
-        + glob("**/.eggs", recursive=True)
-        + glob("**/.mypy_cache", recursive=True)
-        + glob("**/.DS_Store", recursive=True)
-        + glob("**/.gradle", recursive=True)
-    )
-
-
-async def _run_with_config(container: dagger.Container, command: List[str], config: SecretDict) -> dagger.Container:
-    container = container.with_new_file(str(IN_CONTAINER_CONFIG_PATH), contents=json.dumps(dict(config)))
-    return await _run(container, command)
-
-
-async def _run(container: dagger.Container, command: List[str]) -> dagger.Container:
-    return await container.with_env_variable("CACHEBUSTER", str(uuid.uuid4())).with_exec(command)
-
-
-async def get_client_container(dagger_client: dagger.Client, connector_path: Path, dockerfile_path: Path):
-    return await _build_client_container(dagger_client, connector_path, dockerfile_path)
-
-
-async def do_setup(container: dagger.Container, command: List[str], connector_config: SecretDict, connector_path: Path):
-    container = await _run_with_config(container, command, connector_config)
-    await container.directory(str(IN_CONTAINER_CONNECTOR_PATH / "integration_tests")).export(str(connector_path / "integration_tests"))
-    return container
-
-
-async def do_teardown(container: dagger.Container, command: List[str]):
-    return await _run(container, command)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/common.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/common.py
deleted file mode 100644
index d704b21cf4db..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/common.py
+++ /dev/null
@@ -1,177 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import logging
-from collections import UserDict
-from pathlib import Path
-from typing import Iterable, List, MutableMapping, Set, Union
-
-import pytest
-from yaml import load
-
-
-try:
-    from yaml import CLoader as Loader
-except ImportError:
-    from yaml import Loader
-
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteStream,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    DestinationSyncMode,
-    SyncMode,
-)
-from connector_acceptance_test.config import Config, EmptyStreamConfiguration
-
-
-def load_config(path: str) -> Config:
-    """Function to load test config, avoid duplication of code in places where we can't use fixture"""
-    path = Path(path) / "acceptance-test-config.yml"
-    if not path.exists():
-        pytest.fail(f"config file {path.absolute()} does not exist")
-
-    with open(str(path), "r") as file:
-        data = load(file, Loader=Loader)
-        return Config.parse_obj(data)
-
-
-def full_refresh_only_catalog(configured_catalog: ConfiguredAirbyteCatalog) -> ConfiguredAirbyteCatalog:
-    """Transform provided catalog to catalog with all streams configured to use Full Refresh sync (when possible)"""
-    streams = []
-    for stream in configured_catalog.streams:
-        if SyncMode.full_refresh in stream.stream.supported_sync_modes:
-            stream.sync_mode = SyncMode.full_refresh
-            streams.append(stream)
-
-    configured_catalog.streams = streams
-    return configured_catalog
-
-
-def incremental_only_catalog(configured_catalog: ConfiguredAirbyteCatalog) -> ConfiguredAirbyteCatalog:
-    """Transform provided catalog to catalog with all streams configured to use Incremental sync (when possible)"""
-    streams = []
-    for stream in configured_catalog.streams:
-        if SyncMode.incremental in stream.stream.supported_sync_modes:
-            stream.sync_mode = SyncMode.incremental
-            streams.append(stream)
-
-    configured_catalog.streams = streams
-    return configured_catalog
-
-
-def filter_output(records: Iterable[AirbyteMessage], type_) -> List[AirbyteMessage]:
-    """Filter messages to match specific type"""
-    return list(filter(lambda x: x.type == type_, records))
-
-
-class SecretDict(UserDict):
-    def __str__(self) -> str:
-        return f"{self.__class__.__name__}(******)"
-
-    def __repr__(self) -> str:
-        return str(self)
-
-
-def find_keyword_schema(schema: Union[dict, list, str], key: str) -> bool:
-    """Find at least one keyword in a schema, skip object properties"""
-
-    def _find_keyword(schema, key, _skip=False):
-        if isinstance(schema, list):
-            for v in schema:
-                _find_keyword(v, key)
-        elif isinstance(schema, dict):
-            for k, v in schema.items():
-                if k == key and not _skip:
-                    raise StopIteration
-                rec_skip = k == "properties" and schema.get("type") == "object"
-                _find_keyword(v, key, rec_skip)
-
-    try:
-        _find_keyword(schema, key)
-    except StopIteration:
-        return True
-    return False
-
-
-def load_yaml_or_json_path(path: Path):
-    with open(str(path), "r") as file:
-        file_data = file.read()
-        file_ext = path.suffix
-        if file_ext == ".json":
-            return json.loads(file_data)
-        elif file_ext == ".yaml":
-            return load(file_data, Loader=Loader)
-        else:
-            raise RuntimeError("path must be a '.yaml' or '.json' file")
-
-
-def find_all_values_for_key_in_schema(schema: dict, searched_key: str):
-    """Retrieve all (nested) values in a schema for a specific searched key"""
-    if isinstance(schema, list):
-        for schema_item in schema:
-            yield from find_all_values_for_key_in_schema(schema_item, searched_key)
-    if isinstance(schema, dict):
-        for key, value in schema.items():
-            if key == searched_key:
-                yield value
-            if isinstance(value, dict) or isinstance(value, list):
-                yield from find_all_values_for_key_in_schema(value, searched_key)
-
-
-def build_configured_catalog_from_discovered_catalog_and_empty_streams(
-    discovered_catalog: MutableMapping[str, AirbyteStream], empty_streams: Set[EmptyStreamConfiguration]
-):
-    """Build a configured catalog from the discovered catalog with empty streams removed.
-
-    Args:
-        discovered_catalog (MutableMapping[str, AirbyteStream]): The discovered catalog.
-        empty_streams (Set[EmptyStreamConfiguration]): The set of empty streams declared in the test configuration.
-
-    Returns:
-        ConfiguredAirbyteCatalog: a configured Airbyte catalog.
-    """
-    empty_stream_names = [empty_stream.name for empty_stream in empty_streams]
-    streams = [
-        ConfiguredAirbyteStream(
-            stream=stream,
-            sync_mode=stream.supported_sync_modes[0],
-            destination_sync_mode=DestinationSyncMode.append,
-            cursor_field=stream.default_cursor_field,
-            primary_key=stream.source_defined_primary_key,
-        )
-        for _, stream in discovered_catalog.items()
-        if stream.name not in empty_stream_names
-    ]
-    if empty_stream_names:
-        logging.warning(
-            f"The configured catalog was built with the discovered catalog from which the following empty streams were removed: {', '.join(empty_stream_names)}."
-        )
-    else:
-        logging.info("The configured catalog is built from a fully discovered catalog.")
-    return ConfiguredAirbyteCatalog(streams=streams)
-
-
-def build_configured_catalog_from_custom_catalog(configured_catalog_path: str, discovered_catalog: MutableMapping[str, AirbyteStream]):
-    """Build a configured catalog from a local one stored in a JSON file.
-
-    Args:
-        configured_catalog_path (str): Local path to a custom configured catalog path
-        discovered_catalog (MutableMapping[str, AirbyteStream]): The discovered catalog
-
-    Returns:
-        ConfiguredAirbyteCatalog: a configured Airbyte catalog
-    """
-    catalog = ConfiguredAirbyteCatalog.parse_file(configured_catalog_path)
-    for configured_stream in catalog.streams:
-        try:
-            configured_stream.stream = discovered_catalog[configured_stream.stream.name]
-        except KeyError:
-            pytest.fail(
-                f"The {configured_stream.stream.name} stream you have set in {configured_catalog_path} is not part of the discovered_catalog"
-            )
-    logging.info("The configured catalog is built from a custom configured catalog.")
-    return catalog
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/compare.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/compare.py
deleted file mode 100644
index 74e7a667eac4..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/compare.py
+++ /dev/null
@@ -1,94 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import functools
-from typing import List, Mapping, Optional
-
-import dpath.exceptions
-import dpath.util
-import icdiff
-import py
-from pprintpp import pformat
-
-
-MAX_COLS = py.io.TerminalWriter().fullwidth
-MARGIN_LEFT = 20
-GUTTER = 3
-MARGINS = MARGIN_LEFT + GUTTER + 1
-
-
-def diff_dicts(left, right, use_markup) -> Optional[List[str]]:
-    half_cols = MAX_COLS / 2 - MARGINS
-
-    pretty_left = pformat(left, indent=1, width=half_cols).splitlines()
-    pretty_right = pformat(right, indent=1, width=half_cols).splitlines()
-    diff_cols = MAX_COLS - MARGINS
-
-    if len(pretty_left) < 3 or len(pretty_right) < 3:
-        # avoid small diffs far apart by smooshing them up to the left
-        smallest_left = pformat(left, indent=2, width=1).splitlines()
-        smallest_right = pformat(right, indent=2, width=1).splitlines()
-        max_side = max(len(line) + 1 for line in smallest_left + smallest_right)
-        if (max_side * 2 + MARGIN_LEFT) < MAX_COLS:
-            diff_cols = max_side * 2 + GUTTER
-            pretty_left = pformat(left, indent=2, width=max_side).splitlines()
-            pretty_right = pformat(right, indent=2, width=max_side).splitlines()
-
-    differ = icdiff.ConsoleDiff(cols=diff_cols, tabsize=2)
-
-    if not use_markup:
-        # colorization is disabled in Pytest - either due to the terminal not
-        # supporting it or the user disabling it. We should obey, but there is
-        # no option in icdiff to disable it, so we replace its colorization
-        # function with a no-op
-        differ.colorize = lambda string: string
-        color_off = ""
-    else:
-        color_off = icdiff.color_codes["none"]
-
-    icdiff_lines = list(differ.make_table(pretty_left, pretty_right, context=True))
-
-    return ["equals failed"] + [color_off + line for line in icdiff_lines]
-
-
-@functools.total_ordering
-class HashMixin:
-    @staticmethod
-    def get_hash(obj):
-        if isinstance(obj, Mapping):
-            return hash(str({k: (HashMixin.get_hash(v)) for k, v in sorted(obj.items())}))
-        if isinstance(obj, List):
-            return hash(str(sorted([HashMixin.get_hash(v) for v in obj])))
-        return hash(obj)
-
-    def __hash__(self):
-        return HashMixin.get_hash(self)
-
-    def __lt__(self, other):
-        return hash(self) < hash(other)
-
-    def __eq__(self, other):
-        return hash(self) == hash(other)
-
-
-class DictWithHashMixin(HashMixin, dict):
-    pass
-
-
-class ListWithHashMixin(HashMixin, list):
-    pass
-
-
-def make_hashable(obj) -> str:
-    """
-    Simplify comparison of nested dicts/lists
-    :param obj value for comparison
-    :param exclude_fields if value is Mapping, some fields can be excluded
-    """
-    if isinstance(obj, Mapping):
-        # If value is Mapping, some fields can be excluded
-        return DictWithHashMixin(obj)
-    if isinstance(obj, List):
-        return ListWithHashMixin(obj)
-    return obj
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/connector_runner.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/connector_runner.py
deleted file mode 100644
index 6d5ad2994c96..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/connector_runner.py
+++ /dev/null
@@ -1,339 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import io
-import json
-import logging
-import os
-import uuid
-from pathlib import Path
-from typing import Any, List, Mapping, Optional, Union
-
-import dagger
-import docker
-import pytest
-from anyio import Path as AnyioPath
-from pydantic import ValidationError
-
-from airbyte_protocol.models import AirbyteMessage, ConfiguredAirbyteCatalog, OrchestratorType
-from airbyte_protocol.models import Type as AirbyteMessageType
-from connector_acceptance_test.utils import SecretDict
-
-
-def splitlines_generator(input_string: str):
-    with io.StringIO(input_string) as stream:
-        for line in stream:
-            yield line.rstrip("\n")
-
-
-async def get_container_from_id(dagger_client: dagger.Client, container_id: str) -> dagger.Container:
-    """Get a dagger container from its id.
-    Please remind that container id are not persistent and can change between Dagger sessions.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-    """
-    try:
-        return await dagger_client.load_container_from_id(dagger.ContainerID(container_id))
-    except dagger.DaggerError as e:
-        pytest.exit(f"Failed to load connector container: {e}")
-
-
-async def get_container_from_tarball_path(dagger_client: dagger.Client, tarball_path: Path):
-    if not tarball_path.exists():
-        pytest.exit(f"Connector image tarball {tarball_path} does not exist")
-    container_under_test_tar_file = (
-        dagger_client.host().directory(str(tarball_path.parent), include=[tarball_path.name]).file(tarball_path.name)
-    )
-    try:
-        return await dagger_client.container().import_(container_under_test_tar_file)
-    except dagger.DaggerError as e:
-        pytest.exit(f"Failed to import connector image from tarball: {e}")
-
-
-async def get_container_from_local_image(dagger_client: dagger.Client, local_image_name: str) -> Optional[dagger.Container]:
-    """Get a dagger container from a local image.
-    It will use Docker python client to export the image to a tarball and then import it into dagger.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-        local_image_name (str): The name of the local image to import
-
-    Returns:
-        Optional[dagger.Container]: The dagger container for the local image or None if the image does not exist
-    """
-    docker_client = docker.from_env()
-
-    try:
-        image = docker_client.images.get(local_image_name)
-    except docker.errors.ImageNotFound:
-        return None
-
-    image_digest = image.id.replace("sha256:", "")
-    tarball_path = Path(f"/tmp/{image_digest}.tar")
-    if not tarball_path.exists():
-        logging.info(f"Exporting local connector image {local_image_name} to tarball {tarball_path}")
-        with open(tarball_path, "wb") as f:
-            for chunk in image.save(named=True):
-                f.write(chunk)
-    return await get_container_from_tarball_path(dagger_client, tarball_path)
-
-
-async def get_container_from_dockerhub_image(dagger_client: dagger.Client, dockerhub_image_name: str) -> dagger.Container:
-    """Get a dagger container from a dockerhub image.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-        dockerhub_image_name (str): The name of the dockerhub image to import
-
-    Returns:
-        dagger.Container: The dagger container for the dockerhub image
-    """
-    try:
-        return await dagger_client.container().from_(dockerhub_image_name)
-    except dagger.DaggerError as e:
-        pytest.exit(f"Failed to import connector image from DockerHub: {e}")
-
-
-async def get_connector_container(dagger_client: dagger.Client, image_name_with_tag: str) -> dagger.Container:
-    """Get a dagger container for the connector image to test.
-
-    Args:
-        dagger_client (dagger.Client): The dagger client to use to import the connector image
-        image_name_with_tag (str): The docker image name and tag of the connector image to test
-
-    Returns:
-        dagger.Container: The dagger container for the connector image to test
-    """
-    # If a container_id.txt file is available, we'll use it to load the connector container
-    # We use a txt file as container ids can be too long to be passed as env vars
-    # It's used for dagger-in-dagger use case with airbyte-ci, when the connector container is built via an upstream dagger operation
-    connector_container_id_path = Path("/tmp/container_id.txt")
-    if connector_container_id_path.exists():
-        # If the CONNECTOR_CONTAINER_ID env var is set, we'll use it to load the connector container
-        return await get_container_from_id(dagger_client, connector_container_id_path.read_text())
-
-    # If the CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH env var is set, we'll use it to import the connector image from the tarball
-    if connector_image_tarball_path := os.environ.get("CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH"):
-        tarball_path = Path(connector_image_tarball_path)
-        return await get_container_from_tarball_path(dagger_client, tarball_path)
-
-    # Let's try to load the connector container from a local image
-    if connector_container := await get_container_from_local_image(dagger_client, image_name_with_tag):
-        return connector_container
-
-    # If we get here, we'll try to pull the connector image from DockerHub
-    return await get_container_from_dockerhub_image(dagger_client, image_name_with_tag)
-
-
-class ConnectorRunner:
-    DATA_DIR = "/airbyte/data"
-    IN_CONTAINER_CONFIG_PATH = f"{DATA_DIR}/config.json"
-    IN_CONTAINER_CATALOG_PATH = f"{DATA_DIR}/catalog.json"
-    IN_CONTAINER_STATE_PATH = f"{DATA_DIR}/state.json"
-    IN_CONTAINER_OUTPUT_PATH = f"{DATA_DIR}/output.txt"
-
-    def __init__(
-        self,
-        connector_container: dagger.Container,
-        connector_configuration_path: Optional[Path] = None,
-        custom_environment_variables: Optional[Mapping] = {},
-        deployment_mode: Optional[str] = None,
-    ):
-        env_vars = (
-            custom_environment_variables
-            if deployment_mode is None
-            else {**custom_environment_variables, "DEPLOYMENT_MODE": deployment_mode.upper()}
-        )
-        self._connector_under_test_container = self.set_env_vars(connector_container, env_vars)
-        self._connector_configuration_path = connector_configuration_path
-
-    def set_env_vars(self, container: dagger.Container, env_vars: Mapping[str, Any]) -> dagger.Container:
-        """Set environment variables on a dagger container.
-
-        Args:
-            container (dagger.Container): The dagger container to set the environment variables on.
-            env_vars (Mapping[str, str]): The environment variables to set.
-
-        Returns:
-            dagger.Container: The dagger container with the environment variables set.
-        """
-        for k, v in env_vars.items():
-            container = container.with_env_variable(k, str(v))
-        return container
-
-    async def call_spec(self, raise_container_error=False) -> List[AirbyteMessage]:
-        return await self._run(["spec"], raise_container_error)
-
-    async def call_check(self, config: SecretDict, raise_container_error: bool = False) -> List[AirbyteMessage]:
-        return await self._run(
-            ["check", "--config", self.IN_CONTAINER_CONFIG_PATH],
-            raise_container_error,
-            config=config,
-        )
-
-    async def call_discover(self, config: SecretDict, raise_container_error: bool = False) -> List[AirbyteMessage]:
-        return await self._run(
-            ["discover", "--config", self.IN_CONTAINER_CONFIG_PATH],
-            raise_container_error,
-            config=config,
-        )
-
-    async def call_read(
-        self, config: SecretDict, catalog: ConfiguredAirbyteCatalog, raise_container_error: bool = False, enable_caching: bool = True
-    ) -> List[AirbyteMessage]:
-        return await self._run(
-            ["read", "--config", self.IN_CONTAINER_CONFIG_PATH, "--catalog", self.IN_CONTAINER_CATALOG_PATH],
-            raise_container_error,
-            config=config,
-            catalog=catalog,
-            enable_caching=enable_caching,
-        )
-
-    async def call_read_with_state(
-        self,
-        config: SecretDict,
-        catalog: ConfiguredAirbyteCatalog,
-        state: dict,
-        raise_container_error: bool = False,
-        enable_caching: bool = True,
-    ) -> List[AirbyteMessage]:
-        return await self._run(
-            [
-                "read",
-                "--config",
-                self.IN_CONTAINER_CONFIG_PATH,
-                "--catalog",
-                self.IN_CONTAINER_CATALOG_PATH,
-                "--state",
-                self.IN_CONTAINER_STATE_PATH,
-            ],
-            raise_container_error,
-            config=config,
-            catalog=catalog,
-            state=state,
-            enable_caching=enable_caching,
-        )
-
-    async def get_container_env_variable_value(self, name: str) -> str:
-        return await self._connector_under_test_container.env_variable(name)
-
-    async def get_container_label(self, label: str):
-        return await self._connector_under_test_container.label(label)
-
-    async def get_container_entrypoint(self):
-        entrypoint = await self._connector_under_test_container.entrypoint()
-        return " ".join(entrypoint)
-
-    async def _run(
-        self,
-        airbyte_command: List[str],
-        raise_container_error: bool,
-        config: SecretDict = None,
-        catalog: dict = None,
-        state: Union[dict, list] = None,
-        enable_caching=True,
-    ) -> List[AirbyteMessage]:
-        """Run a command in the connector container and return the list of AirbyteMessages emitted by the connector.
-
-        Args:
-            airbyte_command (List[str]): The command to run in the connector container.
-            raise_container_error (bool): Whether to raise an error if the container fails to run the command.
-            config (SecretDict, optional): The config to mount to the container. Defaults to None.
-            catalog (dict, optional): The catalog to mount to the container. Defaults to None.
-            state (Union[dict, list], optional): The state to mount to the container. Defaults to None.
-            enable_caching (bool, optional): Whether to enable command output caching. Defaults to True.
-
-        Returns:
-            List[AirbyteMessage]: The list of AirbyteMessages emitted by the connector.
-        """
-        container = self._connector_under_test_container
-        current_user = (await container.with_exec(["whoami"]).stdout()).strip()
-        container = container.with_user(current_user)
-        container = container.with_exec(["mkdir", "-p", self.DATA_DIR])
-        if not enable_caching:
-            container = container.with_env_variable("CAT_CACHEBUSTER", str(uuid.uuid4()))
-        if config:
-            container = container.with_new_file(self.IN_CONTAINER_CONFIG_PATH, contents=json.dumps(dict(config)), owner=current_user)
-        if state:
-            container = container.with_new_file(self.IN_CONTAINER_STATE_PATH, contents=json.dumps(state), owner=current_user)
-        if catalog:
-            container = container.with_new_file(self.IN_CONTAINER_CATALOG_PATH, contents=catalog.json(), owner=current_user)
-        try:
-            output = await self._read_output_from_file(airbyte_command, container)
-        except dagger.QueryError as e:
-            output_too_big = bool([error for error in e.errors if error.message.startswith("file size")])
-            if output_too_big:
-                output = await self._read_output_from_file(airbyte_command, container)
-            elif raise_container_error:
-                raise e
-            else:
-                if isinstance(e, dagger.ExecError):
-                    output = e.stdout + e.stderr
-                else:
-                    pytest.fail(f"Failed to run command {airbyte_command} in container {self.image_tag} with error: {e}")
-        return self.parse_airbyte_messages_from_command_output(output)
-
-    async def _read_output_from_stdout(self, airbyte_command: list, container: dagger.Container) -> str:
-        return await container.with_exec(airbyte_command, use_entrypoint=True).stdout()
-
-    async def _read_output_from_file(self, airbyte_command: list, container: dagger.Container) -> str:
-        local_output_file_path = f"/tmp/{str(uuid.uuid4())}"
-        entrypoint = await container.entrypoint()
-        airbyte_command = entrypoint + airbyte_command
-
-        container = container.with_exec(
-            ["sh", "-c", " ".join(airbyte_command) + f" > {self.IN_CONTAINER_OUTPUT_PATH} 2>&1 | tee -a {self.IN_CONTAINER_OUTPUT_PATH}"]
-        )
-        await container.file(self.IN_CONTAINER_OUTPUT_PATH).export(local_output_file_path)
-        output = await AnyioPath(local_output_file_path).read_text()
-        await AnyioPath(local_output_file_path).unlink()
-        return output
-
-    def parse_airbyte_messages_from_command_output(self, command_output: str) -> List[AirbyteMessage]:
-        airbyte_messages = []
-        for line in splitlines_generator(command_output):
-            try:
-                airbyte_message = AirbyteMessage.parse_raw(line)
-                if airbyte_message.type is AirbyteMessageType.CONTROL and airbyte_message.control.type is OrchestratorType.CONNECTOR_CONFIG:
-                    self._persist_new_configuration(airbyte_message.control.connectorConfig.config, int(airbyte_message.control.emitted_at))
-                airbyte_messages.append(airbyte_message)
-            except ValidationError as exc:
-                logging.warning("Unable to parse connector's output %s, error: %s", line, exc)
-        return airbyte_messages
-
-    def _persist_new_configuration(self, new_configuration: dict, configuration_emitted_at: int) -> Optional[Path]:
-        """Store new configuration values to an updated_configurations subdir under the original configuration path.
-        N.B. The new configuration will not be stored if no configuration path was passed to the ConnectorRunner.
-        Args:
-            new_configuration (dict): The updated configuration
-            configuration_emitted_at (int): Timestamp at which the configuration was emitted (ms)
-
-        Returns:
-            Optional[Path]: The updated configuration path if it was persisted.
-        """
-        if self._connector_configuration_path is None:
-            logging.warning("No configuration path was passed to the ConnectorRunner. The new configuration was not persisted")
-            return None
-
-        with open(self._connector_configuration_path) as old_configuration_file:
-            old_configuration = json.load(old_configuration_file)
-
-        if new_configuration != old_configuration:
-            file_prefix = self._connector_configuration_path.stem.split("|")[0]
-            if "/updated_configurations/" not in str(self._connector_configuration_path):
-                Path(self._connector_configuration_path.parent / "updated_configurations").mkdir(exist_ok=True)
-                new_configuration_file_path = Path(
-                    f"{self._connector_configuration_path.parent}/updated_configurations/{file_prefix}|{configuration_emitted_at}{self._connector_configuration_path.suffix}"
-                )
-            else:
-                new_configuration_file_path = Path(
-                    f"{self._connector_configuration_path.parent}/{file_prefix}|{configuration_emitted_at}{self._connector_configuration_path.suffix}"
-                )
-
-            with open(new_configuration_file_path, "w") as new_configuration_file:
-                json.dump(new_configuration, new_configuration_file)
-            logging.info(f"Stored most recent configuration value to {new_configuration_file_path}")
-            return new_configuration_file_path
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/docs.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/docs.py
deleted file mode 100644
index 2b29a65ce5e4..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/docs.py
+++ /dev/null
@@ -1,133 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-import re
-from difflib import get_close_matches
-from typing import Any
-
-from markdown_it import MarkdownIt
-from markdown_it.tree import SyntaxTreeNode
-
-
-def remove_step_from_heading(heading: str) -> str:
-    if "Step 1: " in heading:
-        return heading.replace("Step 1: ", "")
-    if "Step 2: " in heading:
-        return heading.replace("Step 2: ", "")
-    return heading
-
-
-def required_titles_from_spec(spec: dict[str, Any]) -> tuple[list[str], bool]:
-    has_credentials = False
-    spec_required = spec["required"]
-    spec_properties = spec["properties"].keys()
-    creds = ["credentials", "client_id", "client_secret", "access_token", "refresh_token"]
-
-    if "credentials" in spec["required"] or "client_id" in spec["required"] or "client_secret" in spec_required:
-        has_credentials = True
-    if "credentials" in spec["required"] or "client_id" in spec["required"] or "client_secret" in spec_properties:
-        has_credentials = True
-    if has_credentials:
-        [spec_required.remove(cred) for cred in creds if cred in spec_required]
-
-    titles = [spec["properties"][field]["title"].lower() for field in spec_required]
-    return titles, has_credentials
-
-
-def documentation_node(connector_documentation: str) -> SyntaxTreeNode:
-    md = MarkdownIt("commonmark")
-    tokens = md.parse(connector_documentation)
-    return SyntaxTreeNode(tokens)
-
-
-def header_name(n: SyntaxTreeNode) -> str:
-    return n.to_tokens()[1].children[0].content
-
-
-def prepare_lines_to_compare(connector_name: str, docs_line: str, template_line: str) -> tuple[str]:
-    def _replace_link(docs_string: str, link_to_replace: str) -> str:
-        try:
-            docs_string = docs_string[: docs_string.index("(")] + link_to_replace + docs_string[docs_string.index(")") + 1 :]
-            return docs_string
-        except ValueError:  # ValueError if actual docs doesn't have expected links
-            return docs_string
-
-    connector_name_to_replace = "{connector_name}"
-    link_to_replace = "({docs_link})"
-
-    template_line = (
-        template_line.replace(connector_name_to_replace, connector_name) if connector_name_to_replace in template_line else template_line
-    )
-    docs_line = _replace_link(docs_line, link_to_replace) if link_to_replace in template_line else docs_line
-
-    return docs_line, template_line
-
-
-def remove_not_required_step_headers(headers: tuple[str]) -> tuple[str]:
-    """
-    Removes headers like Step 1.1 Step 3 Step 2.3 from actual headers, if they placed after Step 1: header.
-    from: "Connector name", "Prerequisites", "Setup guide", "Step 1: do something 1", "Step 1.11: do something 11",
-           "Step 2: do something 2", "Step 2.1: do something 2.1", "Changelog"
-    To: "Connector name", "Prerequisites", "Setup guide", "Step 1: do something 1", "Step 2: do something 2", "Changelog"
-    This is connector specific headers, so we can ignore them.
-    """
-    step_one_index = None
-    for header in headers:
-        if re.search("Step 1: ", header):
-            step_one_index = headers.index(header)
-    if not step_one_index:  # docs doesn't have Step 1 headers
-        return headers
-
-    step_headers = headers[step_one_index:]
-    pattern = "Step \d+.?\d*: "
-    step = "Step 1: "
-    i = 0
-    while i < len(step_headers):
-        if step in step_headers[i]:  # if Step 1/2: is substring of current header
-            if i + 1 < len(step_headers) and re.match(pattern, step_headers[i + 1]):  # check that header has Step x:
-                if "Step 2: " in step_headers[i + 1]:  # found Step 2, it's required header, move to the next one
-                    step = "Step 2: "
-                    i += 1
-                    continue
-                else:
-                    step_headers.remove(step_headers[i + 1])  # remove all other steps from headers
-                    continue  # move to the next header after Step 1/2 header
-            else:
-                break
-        break
-
-    headers = headers[:step_one_index]
-    headers.extend(step_headers)
-    return headers
-
-
-def reason_titles_not_match(heading_names_value: str, template_headings_value: str, template_headings: list[str]) -> str:
-    reason = (
-        f"Documentation structure doesn't follow standard template. Heading '{heading_names_value}' is not in the right place, "
-        f"the name of heading is incorrect or the heading name is not expected.\n"
-    )
-    close_titles = get_close_matches(heading_names_value, template_headings)
-    if close_titles and close_titles[0] != heading_names_value:
-        diff = f"Diff:\nActual Heading: '{heading_names_value}'. Possible correct heading: '{close_titles}'. Expected Heading: '{template_headings_value}'."
-    else:
-        diff = f"Diff:\nActual Heading: '{heading_names_value}'. Expected Heading: '{template_headings_value}'"
-    return reason + diff
-
-
-def reason_missing_titles(template_headings_index: int, template_headings: list[str]) -> str:
-    return (
-        f"Documentation structure doesn't follow standard template. docs is not full."
-        f"\nMissing headers: {template_headings[template_headings_index:]}"
-    )
-
-
-def description_end_line_index(heading: str, actual_headings: list[str], header_line_map: dict[str, int]) -> int:
-    if actual_headings.index(heading) + 1 == len(actual_headings):
-        return -1
-    return header_line_map[actual_headings[actual_headings.index(heading) + 1]]
-
-
-def prepare_headers(connector_documentation: dict) -> list[str]:
-    node = documentation_node(connector_documentation)
-    headers = [header_name(n) for n in node if n.type == "heading"]  # find all headers
-    headers = remove_not_required_step_headers(headers)  # remove Step 1.1 Step 3 ... headers
-    headers = tuple([remove_step_from_heading(h) for h in headers])  # remove Step 1 and Step 2 from header name
-    return headers
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/json_schema_helper.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/json_schema_helper.py
deleted file mode 100644
index 52455bccfc3f..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/json_schema_helper.py
+++ /dev/null
@@ -1,265 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-from functools import reduce
-from typing import Any, Dict, List, Mapping, Optional, Set, Text, Union
-
-import dpath.util
-import pendulum
-from jsonref import JsonRef
-
-
-class CatalogField:
-    """Field class to represent cursor/pk fields.
-    It eases the read of values from records according to schema definition.
-    """
-
-    def __init__(self, schema: Mapping[str, Any], path: List[str]):
-        self.schema = schema
-        self.path = path
-        self.formats = self._detect_formats()
-
-    def _detect_formats(self) -> Set[str]:
-        """Extract set of formats/types for this field"""
-        format_ = []
-        try:
-            format_ = self.schema.get("format", self.schema["type"])
-            if not isinstance(format_, List):
-                format_ = [format_]
-        except KeyError:
-            pass
-        return set(format_)
-
-    def _parse_value(self, value: Any) -> Any:
-        """Do actual parsing of the serialized value"""
-        if self.formats.intersection({"datetime", "date-time", "date"}):
-            if value is None and "null" not in self.formats:
-                raise ValueError(f"Invalid field format. Value: {value}. Format: {self.formats}")
-            # handle beautiful MySQL datetime, i.e. NULL datetime
-            if value.startswith("0000-00-00"):
-                value = value.replace("0000-00-00", "0001-01-01")
-            return pendulum.parse(value)
-        return value
-
-    def parse(self, record: Mapping[str, Any], path: Optional[List[Union[int, str]]] = None) -> Any:
-        """Extract field value from the record and cast it to native type"""
-        path = path or self.path
-        value = reduce(lambda data, key: data[key], path, record)
-        return self._parse_value(value)
-
-
-class JsonSchemaHelper:
-    """Helper class to simplify schema validation and read of records according to their schema."""
-
-    def __init__(self, schema):
-        self._schema = schema
-
-    def get_ref(self, path: str) -> Any:
-        """Resolve reference
-
-        :param path: reference (#/definitions/SomeClass, etc)
-        :return: part of schema that is definition of the reference
-        :raises KeyError: in case path can't be followed
-        """
-        node = self._schema
-        for segment in path.split("/")[1:]:
-            node = node[segment]
-        return node
-
-    def get_property(self, path: List[str]) -> Mapping[str, Any]:
-        """Get any part of schema according to provided path, resolves $refs if necessary
-
-        schema = {
-                "properties": {
-                    "field1": {
-                        "properties": {
-                            "nested_field": {
-                                <inner_object>
-                            }
-                        }
-                    },
-                    "field2": ...
-                }
-            }
-
-        helper = JsonSchemaHelper(schema)
-        helper.get_property(["field1", "nested_field"]) == <inner_object>
-
-        :param path: list of fields in the order of navigation
-        :return: discovered part of schema
-        :raises KeyError: in case path can't be followed
-        """
-        node = self._schema
-        for segment in path:
-            if "$ref" in node:
-                node = self.get_ref(node["$ref"])
-            node = node["properties"][segment]
-        return node
-
-    def field(self, path: List[str]) -> CatalogField:
-        """Get schema property and wrap it into CatalogField.
-
-        CatalogField is a helper to ease the read of values from records according to schema definition.
-
-        :param path: list of fields in the order of navigation
-        :return: discovered part of schema wrapped in CatalogField
-        :raises KeyError: in case path can't be followed
-        """
-        return CatalogField(schema=self.get_property(path), path=path)
-
-    def get_node(self, path: List[Union[str, int]]) -> Any:
-        """Return part of schema by specified path
-
-        :param path: list of fields in the order of navigation
-        """
-
-        node = self._schema
-        for segment in path:
-            if "$ref" in node:
-                node = self.get_ref(node["$ref"])
-            node = node[segment]
-        return node
-
-    def get_parent_path(self, path: str, separator="/") -> Any:
-        """
-        Returns the parent path of the supplied path
-        """
-        absolute_path = f"{separator}{path}" if not path.startswith(separator) else path
-        parent_path, _ = absolute_path.rsplit(sep=separator, maxsplit=1)
-        return parent_path
-
-    def get_parent(self, path: str, separator="/") -> Any:
-        """
-        Returns the parent dict of a given path within the `obj` dict
-        """
-        parent_path = self.get_parent_path(path, separator=separator)
-        if parent_path == "":
-            return self._schema
-        return dpath.util.get(self._schema, parent_path, separator=separator)
-
-    def find_nodes(self, keys: List[str]) -> List[List[Union[str, int]]]:
-        """Find all paths that lead to nodes with the specified keys.
-
-        :param keys: list of keys
-        :return: list of json object paths
-        """
-        variant_paths = []
-
-        def traverse_schema(_schema: Union[Dict[Text, Any], List], path=None):
-            path = path or []
-            if path and path[-1] in keys:
-                variant_paths.append(path)
-            if isinstance(_schema, dict):
-                for item in _schema:
-                    traverse_schema(_schema[item], [*path, item])
-            elif isinstance(_schema, list):
-                for i, item in enumerate(_schema):
-                    traverse_schema(_schema[i], [*path, i])
-
-        traverse_schema(self._schema)
-        return variant_paths
-
-
-def get_object_structure(obj: dict) -> List[str]:
-    """
-    Traverse through object structure and compose a list of property keys including nested one.
-    This list reflects object's structure with list of all obj property key
-    paths. In case if object is nested inside array we assume that it has same
-    structure as first element.
-    :param obj: data object to get its structure
-    :returns list of object property keys paths
-    """
-    paths = []
-
-    def _traverse_obj_and_get_path(obj, path=""):
-        if path:
-            paths.append(path)
-        if isinstance(obj, dict):
-            return {k: _traverse_obj_and_get_path(v, path + "/" + k) for k, v in obj.items()}
-        elif isinstance(obj, list) and len(obj) > 0:
-            return [_traverse_obj_and_get_path(obj[0], path + "/[]")]
-
-    _traverse_obj_and_get_path(obj)
-
-    return paths
-
-
-def get_expected_schema_structure(schema: dict, annotate_one_of: bool = False) -> List[str]:
-    """
-    Traverse through json schema and compose list of property keys that object expected to have.
-    :param annotate_one_of: Generate one_of index in path
-    :param schema: jsonschema to get expected paths
-    :returns list of object property keys paths
-    """
-    paths = []
-    if "$ref" in schema:
-        """
-        JsonRef doesnt work correctly with schemas that has refenreces in root e.g.
-        {
-            "$ref": "#/definitions/ref"
-            "definitions": {
-                "ref": ...
-            }
-        }
-        Considering this schema already processed by resolver so it should
-        contain only references to definitions section, replace root reference
-        manually before processing it with JsonRef library.
-        """
-        ref = schema["$ref"].split("/")[-1]
-        schema.update(schema["definitions"][ref])
-        schema.pop("$ref")
-    # Resolve all references to simplify schema processing.
-    schema = JsonRef.replace_refs(schema)
-
-    def _scan_schema(subschema, path=""):
-        if "oneOf" in subschema or "anyOf" in subschema:
-            if annotate_one_of:
-                return [
-                    _scan_schema({"type": "object", **s}, path + f"({num})")
-                    for num, s in enumerate(subschema.get("oneOf") or subschema.get("anyOf"))
-                ]
-            return [_scan_schema({"type": "object", **s}, path) for s in subschema.get("oneOf") or subschema.get("anyOf")]
-        schema_type = subschema.get("type", ["object", "null"])
-        if not isinstance(schema_type, list):
-            schema_type = [schema_type]
-        if "object" in schema_type:
-            props = subschema.get("properties")
-            if not props:
-                # Handle objects with arbitrary properties:
-                # {"type": "object", "additionalProperties": {"type": "string"}}
-                if path:
-                    paths.append(path)
-                return
-            return {k: _scan_schema(v, path + "/" + k) for k, v in props.items()}
-        elif "array" in schema_type:
-            items = subschema.get("items", {})
-            return [_scan_schema(items, path + "/[]")]
-        paths.append(path)
-
-    _scan_schema(schema)
-    return paths
-
-
-def flatten_tuples(to_flatten):
-    """Flatten a tuple of tuples into a single tuple."""
-    types = set()
-
-    if not isinstance(to_flatten, tuple):
-        to_flatten = (to_flatten,)
-    for thing in to_flatten:
-        if isinstance(thing, tuple):
-            types.update(flatten_tuples(thing))
-        else:
-            types.add(thing)
-    return tuple(types)
-
-
-def get_paths_in_connector_config(schema: dict) -> List[str]:
-    """
-    Traverse through the provided schema's values and extract the path_in_connector_config paths
-    :param properties: jsonschema containing values which may have path_in_connector_config attributes
-    :returns list of path_in_connector_config paths
-    """
-    return ["/" + "/".join(value["path_in_connector_config"]) for value in schema.values()]
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/manifest_helper.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/manifest_helper.py
deleted file mode 100644
index c366b6bc7d43..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/manifest_helper.py
+++ /dev/null
@@ -1,25 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-from pathlib import Path
-
-from airbyte_protocol.models import ConnectorSpecification
-
-
-MANIFEST_FILE_NAMES = [
-    "manifest.yaml",
-    "manifest.yml",
-]
-
-
-def is_manifest_file(file_name: Path) -> bool:
-    return file_name.name in MANIFEST_FILE_NAMES
-
-
-def parse_manifest_spec(manifest_obj: dict) -> ConnectorSpecification:
-    valid_spec_obj = {
-        "connectionSpecification": manifest_obj["spec"]["connection_specification"],
-        "documentationUrl": manifest_obj["spec"].get("documentation_url", None),
-        "advanced_auth": manifest_obj["spec"].get("advanced_auth", None),
-    }
-
-    return ConnectorSpecification.parse_obj(valid_spec_obj)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/timeouts.py b/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/timeouts.py
deleted file mode 100644
index dea43ddc0223..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/utils/timeouts.py
+++ /dev/null
@@ -1,7 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-ONE_MINUTE = 60
-FIVE_MINUTES = 60 * 5
-TEN_MINUTES = 60 * 10
-TWENTY_MINUTES = 60 * 20
diff --git a/airbyte-integrations/bases/connector-acceptance-test/poetry.lock b/airbyte-integrations/bases/connector-acceptance-test/poetry.lock
deleted file mode 100644
index ec1fe2b5cc05..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/poetry.lock
+++ /dev/null
@@ -1,2166 +0,0 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
-
-[[package]]
-name = "airbyte-protocol-models"
-version = "0.14.2"
-description = "Declares the Airbyte Protocol."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "airbyte_protocol_models-0.14.2-py3-none-any.whl", hash = "sha256:5049791bbfa45938c9bcfb9df876c25c3d1de0d527b8e0e29b35ebdd38d05cd9"},
-    {file = "airbyte_protocol_models-0.14.2.tar.gz", hash = "sha256:9488c7b04b215579c186ede5a449fda01b89a2b43a488039e2b85a5260dddc7c"},
-]
-
-[package.dependencies]
-pydantic = ">=1.9.2,<2.0.0"
-
-[[package]]
-name = "anyio"
-version = "3.7.1"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
-]
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
-test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (<0.22)"]
-
-[[package]]
-name = "atomicwrites"
-version = "1.4.1"
-description = "Atomic file writes."
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
-    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
-]
-
-[[package]]
-name = "attrs"
-version = "25.1.0"
-description = "Classes Without Boilerplate"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"},
-    {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"},
-]
-
-[package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
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-    {file = "yarl-1.18.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6333c5a377c8e2f5fae35e7b8f145c617b02c939d04110c76f29ee3676b5f9a5"},
-    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:0b3c92fa08759dbf12b3a59579a4096ba9af8dd344d9a813fc7f5070d86bbab1"},
-    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:4ac515b860c36becb81bb84b667466885096b5fc85596948548b667da3bf9f24"},
-    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:045b8482ce9483ada4f3f23b3774f4e1bf4f23a2d5c912ed5170f68efb053318"},
-    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:a4bb030cf46a434ec0225bddbebd4b89e6471814ca851abb8696170adb163985"},
-    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:54d6921f07555713b9300bee9c50fb46e57e2e639027089b1d795ecd9f7fa910"},
-    {file = "yarl-1.18.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1d407181cfa6e70077df3377938c08012d18893f9f20e92f7d2f314a437c30b1"},
-    {file = "yarl-1.18.3-cp39-cp39-win32.whl", hash = "sha256:ac36703a585e0929b032fbaab0707b75dc12703766d0b53486eabd5139ebadd5"},
-    {file = "yarl-1.18.3-cp39-cp39-win_amd64.whl", hash = "sha256:ba87babd629f8af77f557b61e49e7c7cac36f22f871156b91e10a6e9d4f829e9"},
-    {file = "yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b"},
-    {file = "yarl-1.18.3.tar.gz", hash = "sha256:ac1801c45cbf77b6c99242eeff4fffb5e4e73a800b5c4ad4fc0be5def634d2e1"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.0"
-
-[[package]]
-name = "zipp"
-version = "3.21.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.0"
-python-versions = "^3.11, <3.12"
-content-hash = "2adac1dafb2f2671279805a8067c0f334e13457892b8d43f3b7d3ef4be796662"
diff --git a/airbyte-integrations/bases/connector-acceptance-test/pyproject.toml b/airbyte-integrations/bases/connector-acceptance-test/pyproject.toml
deleted file mode 100644
index 1fe05e695edf..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/pyproject.toml
+++ /dev/null
@@ -1,53 +0,0 @@
-[build-system]
-requires = ["poetry-core>=1.0.0"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry]
-name = "connector-acceptance-test"
-version = "3.9.9"
-description = "Contains acceptance tests for connectors."
-authors = ["Airbyte <contact@airbyte.io>"]
-license = "MIT"
-homepage = "https://github.com/airbytehq/airbyte"
-
-[tool.poetry.dependencies]
-python = "^3.11, <3.12"
-airbyte-protocol-models = "<1.0.0"
-dagger-io = "==0.13.3"
-beartype = ">=0.18.2"
-PyYAML = "~=6.0"
-icdiff = "~=1.9"
-inflection = "~=0.5"
-pdbpp = "~=0.10"
-pydantic = "*"
-pytest = "~=6.2"
-pytest-sugar = "~=0.9"
-pytest-timeout = "~=1.4"
-pprintpp = "~=0.4"
-dpath = "~=2.0.1"
-jsonschema = "*"
-jsonref = "==0.2"
-deepdiff = "~=5.8.0"
-requests-mock = "~=1.9.3"
-pytest-mock = "~=3.6.1"
-pendulum = "*"
-pytest-cov = "~=3.0.0"
-hypothesis = "^6"
-hypothesis-jsonschema = "^0.22"
-anyio = "^3.4.1"
-docker = ">=6,<7"
-# Pinning requests and urllib3 to avoid an issue with dockerpy and requests 2.
-# Related issue: https://github.com/docker/docker-py/issues/3113
-urllib3 = "<2.0"
-requests = "~2.31"
-pytest-xdist = "^3.3.1"
-pytest-reportlog = "^0.4.0"
-
-[tool.poe.tasks]
-test = "pytest unit_tests"
-ci = ["test"]
-
-[tool.airbyte_ci]
-python_versions = ["3.11"]
-poe_tasks = ["test"]
-mount_docker_socket = true
diff --git a/airbyte-integrations/bases/connector-acceptance-test/pytest.ini b/airbyte-integrations/bases/connector-acceptance-test/pytest.ini
deleted file mode 100644
index f45b3d1b953d..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/pytest.ini
+++ /dev/null
@@ -1,10 +0,0 @@
-[pytest]
-
-addopts = -r fEsx --capture=no -vv --log-level=INFO --color=yes --force-sugar --cov=connector_acceptance_test --no-cov-on-fail
-testpaths =
-    connector_acceptance_test/tests
-
-markers =
-    default_timeout
-    slow: marks tests as slow (deselect with '-m "not slow"')
-    backward_compatibility
diff --git a/airbyte-integrations/bases/connector-acceptance-test/sample_files/acceptance-test-config.yml b/airbyte-integrations/bases/connector-acceptance-test/sample_files/acceptance-test-config.yml
deleted file mode 100644
index 566151455330..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/sample_files/acceptance-test-config.yml
+++ /dev/null
@@ -1,25 +0,0 @@
-connector_image: airbyte/source-hubspot:dev
-tests:
-  spec:
-    - spec_path: "source_hubspot/spec.json"
-  connection:
-    - config_path: "secrets/config.json"
-      status: "succeed"
-    - config_path: "sample_files/invalid_config.json"
-      status: "exception"
-  discovery:
-    - config_path: "secrets/config.json"
-  basic_read:
-    - config_path: "secrets/config.json"
-      configured_catalog_path: "sample_files/configured_catalog.json"
-      empty_streams: []
-      expect_records:
-        path: "integration_tests/expected_records.jsonl"
-        exact_order: no
-  incremental:
-    - config_path: "secrets/config.json"
-      configured_catalog_path: "sample_files/configured_catalog.json"
-      future_state_path: "sample_files/abnormal_state.json"
-  full_refresh:
-    - config_path: "secrets/config.json"
-      configured_catalog_path: "sample_files/configured_catalog.json"
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/__init__.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/__init__.py
deleted file mode 100644
index 46b7376756ec..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-#
-# Copyright (c) 2021 Airbyte, Inc., all rights reserved.
-#
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/conftest.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/conftest.py
deleted file mode 100644
index 70aeefa7fc82..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/conftest.py
+++ /dev/null
@@ -1,43 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import sys
-from contextlib import contextmanager
-
-import dagger
-import pytest
-
-
-@pytest.fixture
-def mssql_spec_schema():
-    with open("unit_tests/data/mssql_spec.json") as f:
-        return json.load(f).get("connectionSpecification")
-
-
-@pytest.fixture
-def postgres_source_spec_schema():
-    with open("unit_tests/data/postgres_spec.json") as f:
-        return json.load(f).get("connectionSpecification")
-
-
-@contextmanager
-def does_not_raise():
-    yield
-
-
-@pytest.fixture(scope="module")
-def anyio_backend():
-    return "asyncio"
-
-
-@pytest.fixture(scope="module")
-async def dagger_client():
-    async with dagger.Connection(dagger.Config(log_output=sys.stderr)) as client:
-        yield client
-
-
-@pytest.fixture(scope="module")
-async def source_faker_container(dagger_client):
-    return await dagger_client.container().from_("airbyte/source-faker:latest")
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/correct.md b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/correct.md
deleted file mode 100644
index 63a09057d221..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/correct.md
+++ /dev/null
@@ -1,161 +0,0 @@
-# GitHub
-
-<HideInUI>
-
-This page contains the setup guide and reference information for the [GitHub](https://www.github.com) source connector.
-
-</HideInUI>
-
-## Prerequisites
-
-- List of GitHub Repositories (and access for them in case they are private)
-
-<!-- env:cloud -->
-**For Airbyte Cloud:**
-
-- OAuth
-- Personal Access Token (see [Permissions and scopes](https://docs.airbyte.com/integrations/sources/github#permissions-and-scopes))
-<!-- /env:cloud -->
-
-<!-- env:oss -->
-**For Airbyte Open Source:**
-
-- Personal Access Token (see [Permissions and scopes](https://docs.airbyte.com/integrations/sources/github#permissions-and-scopes))
-<!-- /env:oss -->
-
-## Setup guide
-
-### Step 1: Set up GitHub
-
-Create a [GitHub Account](https://github.com).
-
-<!-- env:oss -->
-**Airbyte Open Source additional setup steps**
-
-Log into [GitHub](https://github.com) and then generate a [personal access token](https://github.com/settings/tokens). To load balance your API quota consumption across multiple API tokens, input multiple tokens separated with `,`.
-<!-- /env:oss -->
-
-### Step 2: Set up the GitHub connector in Airbyte
-
-<!-- env:cloud -->
-**For Airbyte Cloud:**
-
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. In the left navigation bar, click **Sources**.
-3. On the source selection page, select **GitHub** from the list of Sources.
-4. Add a name for your GitHub connector.
-5. To authenticate:
-<!-- env:cloud -->
-
-  - **For Airbyte Cloud:** **Authenticate your GitHub account** to authorize your GitHub account. Airbyte will authenticate the GitHub account you are already logged in to. Please make sure you are logged into the right account.
-<!-- /env:cloud -->
-<!-- env:oss -->
-
-   - **For Airbyte Open Source:** Authenticate with **Personal Access Token**. To generate a personal access token, log into [GitHub](https://github.com) and then generate a [personal access token](https://github.com/settings/tokens). Enter your GitHub personal access token. To load balance your API quota consumption across multiple API tokens, input multiple tokens separated with `,`.
-<!-- /env:oss -->
-
-6. **GitHub Repositories** - Enter a list of GitHub organizations/repositories, e.g. `airbytehq/airbyte` for single repository, `airbytehq/airbyte airbytehq/another-repo` for multiple repositories. If you want to specify the organization to receive data from all its repositories, then you should specify it according to the following example: `airbytehq/*`.
-
-:::caution
-Repositories with the wrong name or repositories that do not exist or have the wrong name format will be skipped with `WARN` message in the logs.
-:::
-
-7. **Start date (Optional)** - The date from which you'd like to replicate data for streams. For streams which support this configuration, only data generated on or after the start date will be replicated.
-
-- These streams will only sync records generated on or after the **Start Date**: `comments`, `commit_comment_reactions`, `commit_comments`, `commits`, `deployments`, `events`, `issue_comment_reactions`, `issue_events`, `issue_milestones`, `issue_reactions`, `issues`, `project_cards`, `project_columns`, `projects`, `pull_request_comment_reactions`, `pull_requests`, `pull_requeststats`, `releases`, `review_comments`, `reviews`, `stargazers`, `workflow_runs`, `workflows`.
-
-- The **Start Date** does not apply to the streams below and all data will be synced for these streams: `assignees`, `branches`, `collaborators`, `issue_labels`, `organizations`, `pull_request_commits`, `pull_request_stats`, `repositories`,  `tags`,  `teams`, `users`
-
-8. **Branch (Optional)** - List of GitHub repository branches to pull commits from, e.g. `airbytehq/airbyte/master`. If no branches are specified for a repository, the default branch will be pulled. (e.g. `airbytehq/airbyte/master airbytehq/airbyte/my-branch`).
-9. **Max requests per hour (Optional)** - The GitHub API allows for a maximum of 5,000 requests per hour (15,000 for Github Enterprise). You can specify a lower value to limit your use of the API quota. Refer to GitHub article [Rate limits for the REST API](https://docs.github.com/en/rest/overview/rate-limits-for-the-rest-api).
-
-<HideInUI>
-
-## Supported sync modes
-
-The GitHub source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts/#connection-sync-modes):
-
-- [Full Refresh - Overwrite](https://docs.airbyte.com/understanding-airbyte/connections/full-refresh-overwrite/)
-- [Full Refresh - Append](https://docs.airbyte.com/understanding-airbyte/connections/full-refresh-append)
-- [Incremental Sync - Append](https://docs.airbyte.com/understanding-airbyte/connections/incremental-append)
-- [Incremental Sync - Append + Deduped](https://docs.airbyte.com/understanding-airbyte/connections/incremental-append-deduped)
-
-## Supported Streams
-
-This connector outputs the following full refresh streams:
-
-- [Users](https://docs.github.com/en/rest/orgs/members?apiVersion=2022-11-28#list-organization-members)
-
-This connector outputs the following incremental streams:
-
-- [Issues](https://docs.github.com/en/rest/issues/issues?apiVersion=2022-11-28#list-repository-issues)
-
-### Notes
-
-1. Only 4 streams \(`comments`, `commits`, `issues` and `review comments`\) from the listed above streams are pure incremental meaning that they:
-
-   - read only new records;
-   - output only new records.
-
-2. Streams `workflow_runs` and `worflow_jobs` is almost pure incremental:
-
-   - read new records and some portion of old records (in past 30 days) [docs](https://docs.github.com/en/actions/managing-workflow-runs/re-running-workflows-and-jobs);
-   - the `workflow_jobs` depends on the `workflow_runs` to read the data, so they both follow the same logic [docs](https://docs.github.com/pt/rest/actions/workflow-jobs#list-jobs-for-a-workflow-run);
-   - output only new records.
-
-3. Other 19 incremental streams are also incremental but with one difference, they:
-
-   - read all records;
-   - output only new records.
-     Please, consider this behaviour when using those 19 incremental streams because it may affect you API call limits.
-
-4. Sometimes for large streams specifying very distant `start_date` in the past may result in keep on getting error from GitHub instead of records \(respective `WARN` log message will be outputted\). In this case Specifying more recent `start_date` may help.
-   **The "Start date" configuration option does not apply to the streams below, because the GitHub API does not include dates which can be used for filtering:**
-
-- `assignees`
-- `branches`
-- `collaborators`
-- `issue_labels`
-- `organizations`
-- `pull_request_commits`
-- `pull_request_stats`
-- `repositories`
-- `tags`
-- `teams`
-- `users`
-
-## Limitations & Troubleshooting
-
-<details>
-<summary>
-Expand to see details about GitHub connector limitations and troubleshooting.
-</summary>
-
-### Connector limitations
-
-#### Rate limiting
-The GitHub connector should not run into GitHub API limitations under normal usage. Please [create an issue](https://github.com/airbytehq/airbyte/issues) if you see any rate limit issues that are not automatically retried successfully. Refer to GitHub article [Rate limits for the REST API](https://docs.github.com/en/rest/overview/rate-limits-for-the-rest-api).
-
-#### Permissions and scopes
-
-If you use OAuth authentication method, the OAuth2.0 application requests the next list of [scopes](https://docs.github.com/en/developers/apps/building-oauth-apps/scopes-for-oauth-apps#available-scopes): **repo**, **read:org**, **read:repo_hook**, **read:user**, **read:discussion**, **workflow**. For [personal access token](https://github.com/settings/tokens) you need to manually select needed scopes.
-
-Your token should have at least the `repo` scope. Depending on which streams you want to sync, the user generating the token needs more permissions:
-
-- For syncing Collaborators, the user which generates the personal access token must be a collaborator. To become a collaborator, they must be invited by an owner. If there are no collaborators, no records will be synced. Read more about access permissions [here](https://docs.github.com/en/get-started/learning-about-github/access-permissions-on-github).
-- Syncing [Teams](https://docs.github.com/en/organizations/organizing-members-into-teams/about-teams) is only available to authenticated members of a team's [organization](https://docs.github.com/en/rest/orgs). [Personal user accounts](https://docs.github.com/en/get-started/learning-about-github/types-of-github-accounts) and repositories belonging to them don't have access to Teams features. In this case no records will be synced.
-- To sync the Projects stream, the repository must have the Projects feature enabled.
-
-### Troubleshooting
-
-* Check out common troubleshooting issues for the GitHub source connector on our [Airbyte Forum](https://github.com/airbytehq/airbyte/discussions)
-
-</details>
-
-## Changelog
-
-| Version | Date       | Pull Request                                                                                                      | Subject                                                                                                                                                             |
-|:--------|:-----------|:------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 1.5.5   | 2023-12-26 | [33783](https://github.com/airbytehq/airbyte/pull/33783)                                                          | Fix retry for 504 error in GraphQL based streams                                                                                                                    |
-
-</HideInUI>
\ No newline at end of file
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/correct_all_description_exist.md b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/correct_all_description_exist.md
deleted file mode 100644
index 43110297ed9d..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/correct_all_description_exist.md
+++ /dev/null
@@ -1,38 +0,0 @@
-# GitHub
-
-<HideInUI>
-
-This page contains the setup guide and reference information for the [GitHub](https://www.github.com) source connector.
-
-</HideInUI>
-
-## For Airbyte Cloud:
-
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. Click Sources and then click + New source/destination.
-3. On the Set up the source page, select GitHub from the Source type dropdown.
-4. Enter a name for the GitHub connector.
-5. Add list of GitHub repositories you want to sync.
-6. Add Start Date from with data will be replicated.
-
-## For Airbyte Open Source:
-
-1. Navigate to the Airbyte Open Source dashboard.
-2. Click Sources and then click + New source/destination.
-3. On the Set up the source page, select GitHub from the Source type dropdown.
-4. Enter a name for the GitHub connector.
-5. Add list of GitHub repositories you want to sync.
-6. Add Start Date from with data will be replicated.
-
-## Supported sync modes
-
-The GitHub source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts/#connection-sync-modes):
-
-- Full Refresh 
-- Incremental
-
-## Tutorials
-
-Now that you have set up the GitHub source connector, check out the following GitHub tutorials:
-
-- [Creating PAT](https://docs.github.com/en/enterprise-server@3.9/authentication/keeping-your-account-and-data-secure/managing-your-personal-access-tokens)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/incorrect_header_order.md b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/incorrect_header_order.md
deleted file mode 100644
index a45ed92329d9..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/incorrect_header_order.md
+++ /dev/null
@@ -1,162 +0,0 @@
-## Prerequisites
-
-- List of GitHub Repositories (and access for them in case they are private)
-- 
-# GitHub
-
-<HideInUI>
-
-This page contains the setup guide and reference information for the [GitHub](https://www.github.com) source connector.
-
-</HideInUI>
-
-
-<!-- env:cloud -->
-**For Airbyte Cloud:**
-
-- OAuth
-- Personal Access Token (see [Permissions and scopes](https://docs.airbyte.com/integrations/sources/github#permissions-and-scopes))
-<!-- /env:cloud -->
-
-<!-- env:oss -->
-**For Airbyte Open Source:**
-
-- Personal Access Token (see [Permissions and scopes](https://docs.airbyte.com/integrations/sources/github#permissions-and-scopes))
-<!-- /env:oss -->
-
-### Step 1: Set up GitHub
-
-## Setup guide
-
-Create a [GitHub Account](https://github.com).
-
-<!-- env:oss -->
-**Airbyte Open Source additional setup steps**
-
-Log into [GitHub](https://github.com) and then generate a [personal access token](https://github.com/settings/tokens). To load balance your API quota consumption across multiple API tokens, input multiple tokens separated with `,`.
-<!-- /env:oss -->
-
-### Step 2: Set up the GitHub connector in Airbyte
-
-<!-- env:cloud -->
-**For Airbyte Cloud:**
-
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. In the left navigation bar, click **Sources**.
-3. On the source selection page, select **GitHub** from the list of Sources.
-4. Add a name for your GitHub connector.
-5. To authenticate:
-<!-- env:cloud -->
-
-  - **For Airbyte Cloud:** **Authenticate your GitHub account** to authorize your GitHub account. Airbyte will authenticate the GitHub account you are already logged in to. Please make sure you are logged into the right account.
-<!-- /env:cloud -->
-<!-- env:oss -->
-
-   - **For Airbyte Open Source:** Authenticate with **Personal Access Token**. To generate a personal access token, log into [GitHub](https://github.com) and then generate a [personal access token](https://github.com/settings/tokens). Enter your GitHub personal access token. To load balance your API quota consumption across multiple API tokens, input multiple tokens separated with `,`.
-<!-- /env:oss -->
-
-6. **GitHub Repositories** - Enter a list of GitHub organizations/repositories, e.g. `airbytehq/airbyte` for single repository, `airbytehq/airbyte airbytehq/another-repo` for multiple repositories. If you want to specify the organization to receive data from all its repositories, then you should specify it according to the following example: `airbytehq/*`.
-
-:::caution
-Repositories with the wrong name or repositories that do not exist or have the wrong name format will be skipped with `WARN` message in the logs.
-:::
-
-7. **Start date (Optional)** - The date from which you'd like to replicate data for streams. For streams which support this configuration, only data generated on or after the start date will be replicated.
-
-- These streams will only sync records generated on or after the **Start Date**: `comments`, `commit_comment_reactions`, `commit_comments`, `commits`, `deployments`, `events`, `issue_comment_reactions`, `issue_events`, `issue_milestones`, `issue_reactions`, `issues`, `project_cards`, `project_columns`, `projects`, `pull_request_comment_reactions`, `pull_requests`, `pull_requeststats`, `releases`, `review_comments`, `reviews`, `stargazers`, `workflow_runs`, `workflows`.
-
-- The **Start Date** does not apply to the streams below and all data will be synced for these streams: `assignees`, `branches`, `collaborators`, `issue_labels`, `organizations`, `pull_request_commits`, `pull_request_stats`, `repositories`,  `tags`,  `teams`, `users`
-
-8. **Branch (Optional)** - List of GitHub repository branches to pull commits from, e.g. `airbytehq/airbyte/master`. If no branches are specified for a repository, the default branch will be pulled. (e.g. `airbytehq/airbyte/master airbytehq/airbyte/my-branch`).
-9. **Max requests per hour (Optional)** - The GitHub API allows for a maximum of 5,000 requests per hour (15,000 for Github Enterprise). You can specify a lower value to limit your use of the API quota. Refer to GitHub article [Rate limits for the REST API](https://docs.github.com/en/rest/overview/rate-limits-for-the-rest-api).
-
-<HideInUI>
-
-## Supported sync modes
-
-The GitHub source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts/#connection-sync-modes):
-
-- [Full Refresh - Overwrite](https://docs.airbyte.com/understanding-airbyte/connections/full-refresh-overwrite/)
-- [Full Refresh - Append](https://docs.airbyte.com/understanding-airbyte/connections/full-refresh-append)
-- [Incremental Sync - Append](https://docs.airbyte.com/understanding-airbyte/connections/incremental-append)
-- [Incremental Sync - Append + Deduped](https://docs.airbyte.com/understanding-airbyte/connections/incremental-append-deduped)
-
-## Supported Streams
-
-This connector outputs the following full refresh streams:
-
-- [Users](https://docs.github.com/en/rest/orgs/members?apiVersion=2022-11-28#list-organization-members)
-
-This connector outputs the following incremental streams:
-
-- [Issues](https://docs.github.com/en/rest/issues/issues?apiVersion=2022-11-28#list-repository-issues)
-
-### Notes
-
-1. Only 4 streams \(`comments`, `commits`, `issues` and `review comments`\) from the listed above streams are pure incremental meaning that they:
-
-   - read only new records;
-   - output only new records.
-
-2. Streams `workflow_runs` and `worflow_jobs` is almost pure incremental:
-
-   - read new records and some portion of old records (in past 30 days) [docs](https://docs.github.com/en/actions/managing-workflow-runs/re-running-workflows-and-jobs);
-   - the `workflow_jobs` depends on the `workflow_runs` to read the data, so they both follow the same logic [docs](https://docs.github.com/pt/rest/actions/workflow-jobs#list-jobs-for-a-workflow-run);
-   - output only new records.
-
-3. Other 19 incremental streams are also incremental but with one difference, they:
-
-   - read all records;
-   - output only new records.
-     Please, consider this behaviour when using those 19 incremental streams because it may affect you API call limits.
-
-4. Sometimes for large streams specifying very distant `start_date` in the past may result in keep on getting error from GitHub instead of records \(respective `WARN` log message will be outputted\). In this case Specifying more recent `start_date` may help.
-   **The "Start date" configuration option does not apply to the streams below, because the GitHub API does not include dates which can be used for filtering:**
-
-- `assignees`
-- `branches`
-- `collaborators`
-- `issue_labels`
-- `organizations`
-- `pull_request_commits`
-- `pull_request_stats`
-- `repositories`
-- `tags`
-- `teams`
-- `users`
-
-## Limitations & Troubleshooting
-
-<details>
-<summary>
-Expand to see details about GitHub connector limitations and troubleshooting.
-</summary>
-
-### Connector limitations
-
-#### Rate limiting
-The GitHub connector should not run into GitHub API limitations under normal usage. Please [create an issue](https://github.com/airbytehq/airbyte/issues) if you see any rate limit issues that are not automatically retried successfully. Refer to GitHub article [Rate limits for the REST API](https://docs.github.com/en/rest/overview/rate-limits-for-the-rest-api).
-
-#### Permissions and scopes
-
-If you use OAuth authentication method, the OAuth2.0 application requests the next list of [scopes](https://docs.github.com/en/developers/apps/building-oauth-apps/scopes-for-oauth-apps#available-scopes): **repo**, **read:org**, **read:repo_hook**, **read:user**, **read:discussion**, **workflow**. For [personal access token](https://github.com/settings/tokens) you need to manually select needed scopes.
-
-Your token should have at least the `repo` scope. Depending on which streams you want to sync, the user generating the token needs more permissions:
-
-- For syncing Collaborators, the user which generates the personal access token must be a collaborator. To become a collaborator, they must be invited by an owner. If there are no collaborators, no records will be synced. Read more about access permissions [here](https://docs.github.com/en/get-started/learning-about-github/access-permissions-on-github).
-- Syncing [Teams](https://docs.github.com/en/organizations/organizing-members-into-teams/about-teams) is only available to authenticated members of a team's [organization](https://docs.github.com/en/rest/orgs). [Personal user accounts](https://docs.github.com/en/get-started/learning-about-github/types-of-github-accounts) and repositories belonging to them don't have access to Teams features. In this case no records will be synced.
-- To sync the Projects stream, the repository must have the Projects feature enabled.
-
-### Troubleshooting
-
-* Check out common troubleshooting issues for the GitHub source connector on our [Airbyte Forum](https://github.com/airbytehq/airbyte/discussions)
-
-</details>
-
-## Changelog
-
-| Version | Date       | Pull Request                                                                                                      | Subject                                                                                                                                                             |
-|:--------|:-----------|:------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 1.5.5   | 2023-12-26 | [33783](https://github.com/airbytehq/airbyte/pull/33783)                                                          | Fix retry for 504 error in GraphQL based streams                                                                                                                    |
-
-</HideInUI>
\ No newline at end of file
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/incorrect_not_all_structure.md b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/incorrect_not_all_structure.md
deleted file mode 100644
index b041e8cc78d4..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/incorrect_not_all_structure.md
+++ /dev/null
@@ -1,6 +0,0 @@
-## GitHub
-
-## Prerequisites
-
-- Start Date - the start date to replicate your date.
-
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/invalid_links.md b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/invalid_links.md
deleted file mode 100644
index 2524cc155e94..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/invalid_links.md
+++ /dev/null
@@ -1,161 +0,0 @@
-# GitHub
-
-<HideInUI>
-
-This page contains the setup guide and reference information for the [GitHub](https://www.github.com) source connector.
-
-</HideInUI>
-
-## Prerequisites
-
-- List of GitHub Repositories (and access for them in case they are private)
-
-<!-- env:cloud -->
-**For Airbyte Cloud:**
-
-- OAuth
-- Personal Access Token (see [Permissions and scopes](https://docs.airbyte.com/integrations/sources/github#permissions-and-scopes))
-<!-- /env:cloud -->
-
-<!-- env:oss -->
-**For Airbyte Open Source:**
-
-- Personal Access Token (see [Permissions and scopes](https://docs.airbyte.com/integrations/sources/github#permissions-and-scopes))
-<!-- /env:oss -->
-
-## Setup guide
-
-### Step 1: Set up GitHub
-
-Create a [GitHub Account](https://github.com).
-
-<!-- env:oss -->
-**Airbyte Open Source additional setup steps**
-
-Log into [GitHub](https://github.com) and then generate a [personal access token](https://github.com/settings/tokens-that_do_not_exist). To load balance your API quota consumption across multiple API tokens, input multiple tokens separated with `,`.
-<!-- /env:oss -->
-
-### Step 2: Set up the GitHub connector in Airbyte
-
-<!-- env:cloud -->
-**For Airbyte Cloud:**
-
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. In the left navigation bar, click **Sources**.
-3. On the source selection page, select **GitHub** from the list of Sources.
-4. Add a name for your GitHub connector.
-5. To authenticate:
-<!-- env:cloud -->
-
-  - **For Airbyte Cloud:** **Authenticate your GitHub account** to authorize your GitHub account. Airbyte will authenticate the GitHub account you are already logged in to. Please make sure you are logged into the right account.
-<!-- /env:cloud -->
-<!-- env:oss -->
-
-   - **For Airbyte Open Source:** Authenticate with **Personal Access Token**. To generate a personal access token, log into [GitHub](https://github.com) and then generate a [personal access token](https://github.com/settings/tokens). Enter your GitHub personal access token. To load balance your API quota consumption across multiple API tokens, input multiple tokens separated with `,`.
-<!-- /env:oss -->
-
-6. **GitHub Repositories** - Enter a list of GitHub organizations/repositories, e.g. `airbytehq/airbyte` for single repository, `airbytehq/airbyte airbytehq/another-repo` for multiple repositories. If you want to specify the organization to receive data from all its repositories, then you should specify it according to the following example: `airbytehq/*`.
-
-:::caution
-Repositories with the wrong name or repositories that do not exist or have the wrong name format will be skipped with `WARN` message in the logs.
-:::
-
-7. **Start date (Optional)** - The date from which you'd like to replicate data for streams. For streams which support this configuration, only data generated on or after the start date will be replicated.
-
-- These streams will only sync records generated on or after the **Start Date**: `comments`, `commit_comment_reactions`, `commit_comments`, `commits`, `deployments`, `events`, `issue_comment_reactions`, `issue_events`, `issue_milestones`, `issue_reactions`, `issues`, `project_cards`, `project_columns`, `projects`, `pull_request_comment_reactions`, `pull_requests`, `pull_requeststats`, `releases`, `review_comments`, `reviews`, `stargazers`, `workflow_runs`, `workflows`.
-
-- The **Start Date** does not apply to the streams below and all data will be synced for these streams: `assignees`, `branches`, `collaborators`, `issue_labels`, `organizations`, `pull_request_commits`, `pull_request_stats`, `repositories`,  `tags`,  `teams`, `users`
-
-8. **Branch (Optional)** - List of GitHub repository branches to pull commits from, e.g. `airbytehq/airbyte/master`. If no branches are specified for a repository, the default branch will be pulled. (e.g. `airbytehq/airbyte/master airbytehq/airbyte/my-branch`).
-9. **Max requests per hour (Optional)** - The GitHub API allows for a maximum of 5,000 requests per hour (15,000 for Github Enterprise). You can specify a lower value to limit your use of the API quota. Refer to GitHub article [Rate limits for the REST API](https://docs.github.com/en/rest/overview/rate-limits-for-the-rest-api).
-
-<HideInUI>
-
-## Supported sync modes
-
-The GitHub source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts/#connection-sync-modes):
-
-- [Full Refresh - Overwrite](https://docs.airbyte.com/understanding-airbyte/connections/full-refresh-overwrite/)
-- [Full Refresh - Append](https://docs.airbyte.com/understanding-airbyte/connections/full-refresh-append)
-- [Incremental Sync - Append](https://docs.airbyte.com/understanding-airbyte/connections/incremental-append)
-- [Incremental Sync - Append + Deduped](https://docs.airbyte.com/understanding-airbyte/connections/incremental-append-deduped)
-
-## Supported Streams
-
-This connector outputs the following full refresh streams:
-
-- [Users](https://docs.github.com/en/rest/orgs/members?apiVersion=2022-11-28#list-organization-members)
-
-This connector outputs the following incremental streams:
-
-- [Issues](https://docs.github.com/en/rest/issues/issues?apiVersion=2022-11-28#list-repository-issues)
-
-### Notes
-
-1. Only 4 streams \(`comments`, `commits`, `issues` and `review comments`\) from the listed above streams are pure incremental meaning that they:
-
-   - read only new records;
-   - output only new records.
-
-2. Streams `workflow_runs` and `worflow_jobs` is almost pure incremental:
-
-   - read new records and some portion of old records (in past 30 days) [docs](https://docs.github.com/en/actions/managing-workflow-runs/re-running-workflows-and-jobs);
-   - the `workflow_jobs` depends on the `workflow_runs` to read the data, so they both follow the same logic [docs](https://docs.github.com/pt/rest/actions/workflow-jobs#list-jobs-for-a-workflow-run);
-   - output only new records.
-
-3. Other 19 incremental streams are also incremental but with one difference, they:
-
-   - read all records;
-   - output only new records.
-     Please, consider this behaviour when using those 19 incremental streams because it may affect you API call limits.
-
-4. Sometimes for large streams specifying very distant `start_date` in the past may result in keep on getting error from GitHub instead of records \(respective `WARN` log message will be outputted\). In this case Specifying more recent `start_date` may help.
-   **The "Start date" configuration option does not apply to the streams below, because the GitHub API does not include dates which can be used for filtering:**
-
-- `assignees`
-- `branches`
-- `collaborators`
-- `issue_labels`
-- `organizations`
-- `pull_request_commits`
-- `pull_request_stats`
-- `repositories`
-- `tags`
-- `teams`
-- `users`
-
-## Limitations & Troubleshooting
-
-<details>
-<summary>
-Expand to see details about GitHub connector limitations and troubleshooting.
-</summary>
-
-### Connector limitations
-
-#### Rate limiting
-The GitHub connector should not run into GitHub API limitations under normal usage. Please [create an issue](https://github.com/airbytehq/airbyte/issues) if you see any rate limit issues that are not automatically retried successfully. Refer to GitHub article [Rate limits for the REST API](https://docs.github.com/en/rest/overview/rate-limits-for-the-rest-api).
-
-#### Permissions and scopes
-
-If you use OAuth authentication method, the OAuth2.0 application requests the next list of [scopes](https://docs.github.com/en/developers/apps/building-oauth-apps/scopes-for-oauth-apps#available-scopes): **repo**, **read:org**, **read:repo_hook**, **read:user**, **read:discussion**, **workflow**. For [personal access token](https://github.com/settings/tokens) you need to manually select needed scopes.
-
-Your token should have at least the `repo` scope. Depending on which streams you want to sync, the user generating the token needs more permissions:
-
-- For syncing Collaborators, the user which generates the personal access token must be a collaborator. To become a collaborator, they must be invited by an owner. If there are no collaborators, no records will be synced. Read more about access permissions [here](https://docs.github.com/en/get-started/learning-about-github/access-permissions-on-github).
-- Syncing [Teams](https://docs.github.com/en/organizations/organizing-members-into-teams/about-teams_do_not_exists) is only available to authenticated members of a team's [organization](https://docs.github.com/en/rest/orgs). [Personal user accounts](https://docs.github.com/en/get-started/learning-about-github/types-of-github-accounts) and repositories belonging to them don't have access to Teams features. In this case no records will be synced.
-- To sync the Projects stream, the repository must have the Projects feature enabled.
-
-### Troubleshooting
-
-* Check out common troubleshooting issues for the GitHub source connector on our [Airbyte Forum](https://github.com/airbytehq/airbyte/discussions)
-
-</details>
-
-## Changelog
-
-| Version | Date       | Pull Request                                                                                                      | Subject                                                                                                                                                             |
-|:--------|:-----------|:------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 1.5.5   | 2023-12-26 | [33783](https://github.com/airbytehq/airbyte/pull/33783)                                                          | Fix retry for 504 error in GraphQL based streams                                                                                                                    |
-
-</HideInUI>
\ No newline at end of file
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/with_not_required_steps.md b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/with_not_required_steps.md
deleted file mode 100644
index 942837b08a73..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/docs/with_not_required_steps.md
+++ /dev/null
@@ -1,123 +0,0 @@
-# Oracle Netsuite
-
-One unified business management suite, encompassing ERP/Financials, CRM and ecommerce for more than 31,000 customers.
-
-This connector implements the [SuiteTalk REST Web Services](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/chapter_1540391670.html) and uses REST API to fetch the customers data.
-
-## Prerequisites
-* Oracle NetSuite [account](https://system.netsuite.com/pages/customerlogin.jsp?country=US)
-* Allowed access to all Account permissions options
-
-## Setup guide
-### Step 1: Create Oracle NetSuite account
-
-1. Create [account](https://system.netsuite.com/pages/customerlogin.jsp?country=US) on Oracle NetSuite
-2. Confirm your Email
-
-### Step 2: Setup NetSuite account
-#### Step 2.1: Obtain Realm info
-1. Login into your NetSuite [account](https://system.netsuite.com/pages/customerlogin.jsp?country=US)
-2. Go to **Setup** » **Company** » **Company Information**
-3. Copy your Account ID (Realm). It should look like **1234567** for the `Production` env. or **1234567_SB2** - for a `Sandbox`
-#### Step 2.2: Enable features
-1. Go to **Setup** » **Company** » **Enable Features**
-2. Click on **SuiteCloud** tab
-3. Scroll down to **SuiteScript** section
-4. Enable checkbox for `CLIENT SUITESCRIPT` and `SERVER SUITESCRIPT`
-5. Scroll down to **Manage Authentication** section
-6. Enable checkbox `TOKEN-BASED AUTHENTICATION`
-7. Scroll down to **SuiteTalk (Web Services)**
-8. Enable checkbox `REST WEB SERVISES`
-9. Save the changes
-#### Step 2.3: Create Integration (obtain Consumer Key and Consumer Secret)
-1. Go to **Setup** » **Integration** » **Manage Integrations** » **New**
-2. Fill the **Name** field (we recommend to put `airbyte-rest-integration` for a name)
-3. Make sure the **State** is `enabled`
-4. Enable checkbox `Token-Based Authentication` in **Authentication** section
-5. Save changes
-6. After that, **Consumer Key** and **Consumer Secret** will be showed once (copy them to the safe place)
-#### Step 2.4: Setup Role
-1. Go to **Setup** » **Users/Roles** » **Manage Roles** » **New**
-2. Fill the **Name** field (we recommend to put `airbyte-integration-role` for a name)
-3. Scroll down to **Permissions** tab
-4. (REQUIRED) Click on `Transactions` and manually `add` all the dropdown entities with either `full` or `view` access level.
-5. (REQUIRED) Click on `Reports` and manually `add` all the dropdown entities with either `full` or `view` access level.
-6. (REQUIRED) Click on `Lists` and manually `add` all the dropdown entities with either `full` or `view` access level.
-7. (REQUIRED) Click on `Setup` and manually `add` all the dropdown entities with either `full` or `view` access level.
-* Make sure you've done all `REQUIRED` steps correctly, to avoid sync issues in the future.
-* Please edit these params again when you `rename` or `customise` any `Object` in Netsuite for `airbyte-integration-role` to reflect such changes.
-
-#### Step 2.5: Setup User
-1. Go to **Setup** » **Users/Roles** » **Manage Users**
-2. In column `Name` click on the user’s name you want to give access to the `airbyte-integration-role`
-3. Then click on **Edit** button under the user’s name
-4. Scroll down to **Access** tab at the bottom
-5. Select from dropdown list the `airbyte-integration-role` role which you created in step 2.4
-6. Save changes
-
-#### Step 2.6: Create Access Token for role
-1. Go to **Setup** » **Users/Roles** » **Access Tokens** » **New**
-2. Select an **Application Name**
-3. Under **User** select the user you assigned the `airbyte-integration-role` in the step **2.4**
-4. Inside **Role** select the one you gave to the user in the step **2.5**
-5. Under **Token Name** you can give a descriptive name to the Token you are creating (we recommend to put `airbyte-rest-integration-token` for a name)
-6. Save changes
-7. After that, **Token ID** and **Token Secret** will be showed once (copy them to the safe place)
-
-#### Step 2.7: Summary
-You have copied next parameters
-* Realm (Account ID)
-* Consumer Key
-* Consumer Secret
-* Token ID
-* Token Secret
-Also you have properly **Configured Account** with **Correct Permissions** and **Access Token** for User and Role you've created early.
-
-### Step 3: Set up the source connector in Airbyte
-### For Airbyte Cloud:
-
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. In the left navigation bar, click **Sources**. In the top-right corner, click **+ new source**.
-3. On the source setup page, select **NetSuite** from the Source type dropdown and enter a name for this connector.
-4. Add **Realm**
-5. Add **Consumer Key**
-6. Add **Consumer Secret**
-7. Add **Token ID**
-8. Add **Token Secret**
-9. Click `Set up source`.
-
-### For Airbyte OSS:
-
-1. Go to local Airbyte page.
-2. In the left navigation bar, click **Sources**. In the top-right corner, click **+ new source**.
-3. On the source setup page, select **NetSuite** from the Source type dropdown and enter a name for this connector.
-4. Add **Realm**
-5. Add **Consumer Key**
-6. Add **Consumer Secret**
-7. Add **Token ID**
-8. Add **Token Secret**
-9. Click `Set up source`
-
-
-## Supported sync modes
-
-The NetSuite source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts#connection-sync-modes):
- - Full Refresh
- - Incremental
-
-## Supported Streams
-
-- Streams are generated based on `ROLE` and `USER` access to them as well as `Account` settings, make sure you're using the correct role assigned in our case `airbyte-integration-role` or any other custom `ROLE` granted to the Access Token, having the access to the NetSuite objects for data sync, please refer to the **Setup guide** > **Step 2.4** and **Setup guide** > **Step 2.5**
-
-
-## Performance considerations
-
-The connector is restricted by Netsuite [Concurrency Limit per Integration](https://docs.oracle.com/en/cloud/saas/netsuite/ns-online-help/bridgehead_156224824287.html).
-
-## Changelog
-
-| Version | Date       | Pull Request                                             | Subject                     |
-| :------ | :--------- | :------------------------------------------------------- | :-------------------------- |
-| 0.1.3   | 2023-01-20 | [21645](https://github.com/airbytehq/airbyte/pull/21645) | Minor issues fix, Setup Guide corrections for public docs |
-| 0.1.1   | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream state |
-| 0.1.0   | 2022-09-15 | [16093](https://github.com/airbytehq/airbyte/pull/16093) | Initial Alpha release       |
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/mssql_spec.json b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/mssql_spec.json
deleted file mode 100644
index 26318a1beb39..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/mssql_spec.json
+++ /dev/null
@@ -1,100 +0,0 @@
-{
-  "documentationUrl": "https://docs.airbyte.io/integrations/destinations/mssql",
-  "connectionSpecification": {
-    "$schema": "http://json-schema.org/draft-07/schema#",
-    "title": "MSSQL Source Spec",
-    "type": "object",
-    "required": ["host", "port", "database", "username"],
-    "additionalProperties": false,
-    "properties": {
-      "host": {
-        "description": "Hostname of the database.",
-        "type": "string"
-      },
-      "port": {
-        "description": "Port of the database.",
-        "type": "integer",
-        "minimum": 0,
-        "maximum": 65536,
-        "examples": ["1433"]
-      },
-      "database": {
-        "description": "Name of the database.",
-        "type": "string",
-        "examples": ["master"]
-      },
-      "username": {
-        "description": "Username to use to access the database.",
-        "type": "string"
-      },
-      "password": {
-        "description": "Password associated with the username.",
-        "type": "string",
-        "airbyte_secret": true
-      },
-      "ssl_method": {
-        "title": "SSL Method",
-        "type": "object",
-        "description": "Encryption method to use when communicating with the database",
-        "order": 6,
-        "oneOf": [
-          {
-            "title": "Unencrypted",
-            "additionalProperties": false,
-            "description": "Data transfer will not be encrypted.",
-            "required": ["ssl_method"],
-            "properties": {
-              "ssl_method": {
-                "type": "string",
-                "const": "unencrypted",
-                "enum": ["unencrypted"],
-                "default": "unencrypted"
-              }
-            }
-          },
-          {
-            "title": "Encrypted (trust server certificate)",
-            "additionalProperties": false,
-            "description": "Use the cert provided by the server without verification.  (For testing purposes only!)",
-            "required": ["ssl_method"],
-            "properties": {
-              "ssl_method": {
-                "type": "string",
-                "const": "encrypted_trust_server_certificate",
-                "enum": ["encrypted_trust_server_certificate"],
-                "default": "encrypted_trust_server_certificate"
-              }
-            }
-          },
-          {
-            "title": "Encrypted (verify certificate)",
-            "additionalProperties": false,
-            "description": "Verify and use the cert provided by the server.",
-            "required": ["ssl_method", "trustStoreName", "trustStorePassword"],
-            "properties": {
-              "ssl_method": {
-                "type": "string",
-                "const": "encrypted_verify_certificate",
-                "enum": ["encrypted_verify_certificate"],
-                "default": "encrypted_verify_certificate"
-              },
-              "hostNameInCertificate": {
-                "title": "Host Name In Certificate",
-                "type": "string",
-                "description": "Specifies the host name of the server. The value of this property must match the subject property of the certificate.",
-                "order": 7
-              }
-            }
-          }
-        ]
-      },
-      "replication_method": {
-        "type": "string",
-        "title": "Replication Method",
-        "description": "Replication method to use for extracting data from the database. STANDARD replication requires no setup on the DB side but will not be able to represent deletions incrementally. CDC uses {TBC} to detect inserts, updates, and deletes. This needs to be configured on the source database itself.",
-        "default": "STANDARD",
-        "enum": ["STANDARD", "CDC"]
-      }
-    }
-  }
-}
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/postgres_spec.json b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/postgres_spec.json
deleted file mode 100644
index 17b759598093..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/data/postgres_spec.json
+++ /dev/null
@@ -1,102 +0,0 @@
-{
-  "documentationUrl": "https://docs.airbyte.io/integrations/sources/postgres",
-  "connectionSpecification": {
-    "$schema": "http://json-schema.org/draft-07/schema#",
-    "title": "Postgres Source Spec",
-    "type": "object",
-    "required": ["host", "port", "database", "username"],
-    "additionalProperties": false,
-    "properties": {
-      "host": {
-        "title": "Host",
-        "description": "Hostname of the database.",
-        "type": "string",
-        "order": 0
-      },
-      "port": {
-        "title": "Port",
-        "description": "Port of the database.",
-        "type": "integer",
-        "minimum": 0,
-        "maximum": 65536,
-        "default": 5432,
-        "examples": ["5432"],
-        "order": 1
-      },
-      "database": {
-        "title": "DB Name",
-        "description": "Name of the database.",
-        "type": "string",
-        "order": 2
-      },
-      "username": {
-        "title": "User",
-        "description": "Username to use to access the database.",
-        "type": "string",
-        "order": 3
-      },
-      "password": {
-        "title": "Password",
-        "description": "Password associated with the username.",
-        "type": "string",
-        "airbyte_secret": true,
-        "order": 4
-      },
-      "ssl": {
-        "title": "Connect using SSL",
-        "description": "Encrypt client/server communications for increased security.",
-        "type": "boolean",
-        "default": false,
-        "order": 5
-      },
-      "replication_method": {
-        "type": "object",
-        "title": "Replication Method",
-        "description": "Replication method to use for extracting data from the database.",
-        "order": 6,
-        "oneOf": [
-          {
-            "title": "Standard",
-            "additionalProperties": false,
-            "description": "Standard replication requires no setup on the DB side but will not be able to represent deletions incrementally.",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Standard",
-                "enum": ["Standard"],
-                "default": "Standard",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "Logical Replication (CDC)",
-            "additionalProperties": false,
-            "description": "Logical replication uses the Postgres write-ahead log (WAL) to detect inserts, updates, and deletes. This needs to be configured on the source database itself. Only available on Postgres 10 and above. Read the <a href=https://docs.airbyte.io/integrations/sources/postgres>Postgres Source</a> docs for more information.",
-            "required": ["method", "replication_slot", "publication"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "CDC",
-                "enum": ["CDC"],
-                "default": "CDC",
-                "order": 0
-              },
-              "replication_slot": {
-                "type": "string",
-                "description": "A pgoutput logical replication slot.",
-                "order": 1
-              },
-              "publication": {
-                "type": "string",
-                "description": "A Postgres publication used for consuming changes.",
-                "order": 2
-              }
-            }
-          }
-        ]
-      }
-    }
-  }
-}
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_asserts.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_asserts.py
deleted file mode 100644
index ac1bc6a68bd6..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_asserts.py
+++ /dev/null
@@ -1,122 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-from connector_acceptance_test.utils.asserts import verify_records_schema
-
-from airbyte_protocol.models import (
-    AirbyteRecordMessage,
-    AirbyteStream,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    DestinationSyncMode,
-    SyncMode,
-)
-
-
-@pytest.fixture(name="record_schema")
-def record_schema_fixture():
-    return {
-        "properties": {
-            "text_or_null": {"type": ["null", "string"]},
-            "number_or_null": {"type": ["null", "number"]},
-            "integer_or_null": {"type": ["null", "integer"]},
-            "text": {"type": ["string"]},
-            "number": {"type": ["number"]},
-        },
-        "type": ["null", "object"],
-    }
-
-
-@pytest.fixture(name="configured_catalog")
-def catalog_fixture(request, record_schema) -> ConfiguredAirbyteCatalog:
-    record_schema = request.param if hasattr(request, "param") else record_schema
-    stream = ConfiguredAirbyteStream(
-        stream=AirbyteStream(name="my_stream", json_schema=record_schema, supported_sync_modes=[SyncMode.full_refresh]),
-        sync_mode=SyncMode.full_refresh,
-        destination_sync_mode=DestinationSyncMode.append,
-    )
-
-    return ConfiguredAirbyteCatalog(streams=[stream])
-
-
-def test_verify_records_schema(configured_catalog: ConfiguredAirbyteCatalog):
-    """Test that correct records returned as records with errors, and verify specific error messages"""
-    records = [
-        {
-            "text_or_null": 123,  # wrong format
-            "number_or_null": 10.3,
-            "text": "text",
-            "number": "text",  # wrong format
-        },
-        {
-            "text_or_null": "test",
-            "number_or_null": None,
-            "text": None,  # wrong value
-            "number": None,  # wrong value
-        },
-        {
-            "text_or_null": None,
-            "number_or_null": None,
-            "text": "text",
-            "number": 77,
-        },
-        {
-            "text_or_null": None,
-            "number_or_null": None,
-            "text": "text",
-            "number": "text",  # wrong format
-        },
-        {"text_or_null": None, "number_or_null": None, "text": "text", "number": 10.3, "integer": 1},
-        {"text_or_null": None, "number_or_null": None, "text": "text", "number": 10.3, "integer_or_null": 1.0},  # wrong format
-    ]
-
-    records = [AirbyteRecordMessage(stream="my_stream", data=record, emitted_at=0) for record in records]
-
-    streams_with_errors = verify_records_schema(records, configured_catalog)
-    errors = [error.message for error in streams_with_errors["my_stream"].values()]
-
-    assert "my_stream" in streams_with_errors
-    assert len(streams_with_errors) == 1, "only one stream"
-    assert len(streams_with_errors["my_stream"]) == 4, "only first error for each field"
-    assert errors == [
-        "123 is not of type 'null', 'string'",
-        "'text' is not of type 'number'",
-        "None is not of type 'string'",
-        "1.0 is not of type 'null', 'integer'",
-    ]
-
-
-@pytest.mark.parametrize(
-    "record, configured_catalog, valid",
-    [
-        # Send null data
-        ({"a": None}, {"type": "object", "properties": {"a": {"type": "string", "format": "time"}}}, False),
-        # time
-        ({"a": "sdf"}, {"type": "object", "properties": {"a": {"type": "string", "format": "time"}}}, False),
-        ({"a": "12:00"}, {"type": "object", "properties": {"a": {"type": "string", "format": "time"}}}, False),
-        ({"a": "12:00:90"}, {"type": "object", "properties": {"a": {"type": "string", "format": "time"}}}, False),
-        ({"a": "12:00:22"}, {"type": "object", "properties": {"a": {"type": "string", "format": "time"}}}, True),
-        # date
-        ({"a": "12:00:90"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date"}}}, False),
-        ({"a": "2020-12-20"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date"}}}, True),
-        ({"a": "2020-20-20"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date"}}}, False),
-        # date-time
-        # full date-time format with timezone only valid, according to https://datatracker.ietf.org/doc/html/rfc3339#section-5.6
-        ({"a": "12:11:00"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date-time"}}}, False),
-        ({"a": "2018-11-13 20:20:39"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date-time"}}}, True),
-        ({"a": "2021-08-10T12:43:15"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date-time"}}}, True),
-        ({"a": "2021-08-10T12:43:15Z"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date-time"}}}, True),
-        ({"a": "2018-11-13T20:20:39+00:00"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date-time"}}}, True),
-        ({"a": "2018-21-13T20:20:39+00:00"}, {"type": "object", "properties": {"a": {"type": "string", "format": "date-time"}}}, False),
-    ],
-    indirect=["configured_catalog"],
-)
-def test_validate_records_format(record, configured_catalog, valid):
-    records = [AirbyteRecordMessage(stream="my_stream", data=record, emitted_at=0)]
-    streams_with_errors = verify_records_schema(records, configured_catalog)
-    if valid:
-        assert not streams_with_errors
-    else:
-        assert streams_with_errors, f"Record {record} should produce errors against {configured_catalog.streams[0].stream.json_schema}"
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_backward_compatibility.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_backward_compatibility.py
deleted file mode 100644
index ba26286a1cef..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_backward_compatibility.py
+++ /dev/null
@@ -1,1684 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from dataclasses import dataclass
-from typing import MutableMapping, Union
-
-import pytest
-from connector_acceptance_test.tests.test_core import TestDiscovery as _TestDiscovery
-from connector_acceptance_test.tests.test_core import TestSpec as _TestSpec
-from connector_acceptance_test.utils.backward_compatibility import NonBackwardCompatibleError, validate_previous_configs
-
-from airbyte_protocol.models import AirbyteStream, ConnectorSpecification
-
-from .conftest import does_not_raise
-
-
-@dataclass
-class Transition:
-    """An helper class to improve readability of the test cases"""
-
-    previous: Union[ConnectorSpecification, MutableMapping[str, AirbyteStream]]
-    current: Union[ConnectorSpecification, MutableMapping[str, AirbyteStream]]
-    should_fail: bool
-    name: str
-    is_valid_json_schema: bool = True
-
-    def as_pytest_param(self):
-        return pytest.param(self.previous, self.current, self.should_fail, id=self.name)
-
-
-FAILING_SPEC_TRANSITIONS = [
-    Transition(
-        ConnectorSpecification(connectionSpecification={}),
-        ConnectorSpecification(
-            connectionSpecification={
-                "required": ["a", "b"],
-            }
-        ),
-        should_fail=True,
-        name="Top level: declaring the required field should fail.",
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {"my_optional_object": {"type": "object", "properties": {"optional_property": {"type": "string"}}}},
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_optional_object": {
-                        "type": "object",
-                        "required": ["optional_property"],
-                        "properties": {"optional_property": {"type": "string"}},
-                    }
-                },
-            }
-        ),
-        should_fail=True,
-        name="Nested level: adding the required field should fail.",
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "required": ["a"],
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "required": ["a", "b"],
-            }
-        ),
-        name="Top level: adding a new required property should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_optional_object": {
-                        "type": "object",
-                        "required": ["first_required_property"],
-                        "properties": {"first_required_property": {"type": "string"}},
-                    }
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_optional_object": {
-                        "type": "object",
-                        "required": ["first_required_property", "second_required_property"],
-                        "properties": {
-                            "first_required_property": {"type": "string"},
-                            "second_required_property": {"type": "string"},
-                        },
-                    }
-                },
-            }
-        ),
-        name="Nested level: adding a new required property should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": ["null", "string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string"},
-                },
-            }
-        ),
-        name="Nullable: Making a field not nullable should fail (not in a list).",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": ["null", "integer"]}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": ["integer"]}}},
-                },
-            }
-        ),
-        name="Nested level: Narrowing a field type should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        name="Nullable field: Making a field not nullable should fail",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "integer"},
-                },
-            }
-        ),
-        name="Changing a field type should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["integer"]},
-                },
-            }
-        ),
-        name="Changing a field type from a string to a list with a different type value should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "integer"},
-                },
-            }
-        ),
-        name="Changing a field type should fail from a list to string with different value should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["integer"]},
-                },
-            }
-        ),
-        name="Changing a field type in list should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["integer", "null"]},
-                },
-            }
-        ),
-        name="Making a field nullable and changing type should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "integer"]},
-                },
-            }
-        ),
-        name="Making a field nullable and changing type should fail (change list order).",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "integer"]},
-                },
-            }
-        ),
-        name="Nullable field: Changing a field type should fail",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "oneOf": [
-                            {"title": "a", "type": "string"},
-                            {"title": "b", "type": "integer"},
-                        ]
-                    },
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "oneOf": [
-                            {"title": "a", "type": "integer"},
-                            {"title": "b", "type": "integer"},
-                        ]
-                    },
-                },
-            }
-        ),
-        name="Changing a field type in oneOf should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "oneOf": [
-                            {"title": "a", "type": ["string", "null"]},
-                            {"title": "b", "type": "integer"},
-                        ]
-                    },
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "oneOf": [
-                            {"title": "a", "type": ["string"]},
-                            {"title": "b", "type": "integer"},
-                        ]
-                    },
-                },
-            }
-        ),
-        name="Narrowing a field type in oneOf should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a", "b"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a"]},
-                },
-            }
-        ),
-        name="Top level: Narrowing a field enum should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string", "enum": ["a", "b"]}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string", "enum": ["a"]}}},
-                },
-            }
-        ),
-        name="Nested level: Narrowing a field enum should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a", "b"]},
-                },
-            }
-        ),
-        name="Top level: Declaring a field enum should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string"}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string", "enum": ["a", "b"]}}},
-                },
-            }
-        ),
-        name="Nested level: Declaring a field enum should fail.",
-        should_fail=True,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": {}},
-                },
-            }
-        ),
-        name="Changing a 'type' field from a string to something else than a list should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": {}},
-                },
-            }
-        ),
-        name="Changing a 'type' field from a list to something else than a string should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "date"},
-                },
-            }
-        ),
-        name="Adding a 'format' field should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "date"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string"},
-                },
-            }
-        ),
-        name="Removing a 'format' field should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "date"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "date-time"},
-                },
-            }
-        ),
-        name="Changing a 'format' field value should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "time"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "time", "airbyte_type": "time_with_timezone"},
-                },
-            }
-        ),
-        name="Adding an 'airbyte_type' field should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "time", "airbyte_type": "time_with_timezone"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "time"},
-                },
-            }
-        ),
-        name="Removing an 'airbyte_type' field should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "time", "airbyte_type": "time_with_timezone"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "format": "time", "airbyte_type": "time_without_timezone"},
-                },
-            }
-        ),
-        name="Changing an 'airbyte_type' field value should fail.",
-        should_fail=True,
-        is_valid_json_schema=False,
-    ),
-]
-
-VALID_SPEC_TRANSITIONS = [
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                },
-            }
-        ),
-        name="Not changing a spec should not fail",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "additionalProperties": False,
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "additionalProperties": True,
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                },
-            }
-        ),
-        name="Top level: Changing the value of additionalProperties should not fail",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": ["integer"]}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {
-                        "type": "object",
-                        "additionalProperties": True,
-                        "properties": {"my_property": {"type": ["integer"]}},
-                    },
-                },
-            }
-        ),
-        name="Nested level: Changing the value of additionalProperties should not fail",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                    "my_optional": {"type": "string"},
-                },
-            }
-        ),
-        name="Adding an optional field should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "required": ["my_required_string"],
-                "properties": {
-                    "my_required_string": {"type": "string"},
-                    "my_optional_object": {
-                        "type": "object",
-                        "required": ["another_required_string"],
-                        "properties": {"another_required_string": {"type": "string"}},
-                    },
-                },
-            }
-        ),
-        name="Adding an optional object with required properties should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        name="No change should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        name="Changing a field type from a list to a string with same value should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        name="Changing a field type from a string to a list should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string", "integer"]},
-                },
-            }
-        ),
-        name="Adding a field type in list should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "string"]},
-                },
-            }
-        ),
-        name="Making a field nullable should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": "string"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string", "null"]},
-                },
-            }
-        ),
-        name="Making a field nullable should not fail (change list order).",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "string"]},
-                },
-            }
-        ),
-        name="Making a field nullable should not fail (from a list).",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string", "null"]},
-                },
-            }
-        ),
-        name="Making a field nullable should not fail (from a list, changing order).",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["null", "string"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_int": {"type": ["string", "null"]},
-                },
-            }
-        ),
-        name="Nullable field: Changing order should not fail",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": ["integer"]}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": ["null", "integer"]}}},
-                },
-            }
-        ),
-        name="Nested level: Expanding a field type should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "oneOf": [
-                            {"title": "a", "type": "string"},
-                            {"title": "b", "type": "integer"},
-                        ]
-                    },
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "oneOf": [
-                            {"title": "b", "type": "string"},
-                            {"title": "a", "type": "integer"},
-                        ]
-                    },
-                },
-            }
-        ),
-        name="Changing a order in oneOf should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a", "b"]},
-                },
-            }
-        ),
-        name="Top level: Expanding a field enum should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string", "enum": ["a"]}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string", "enum": ["a", "b"]}}},
-                },
-            }
-        ),
-        name="Nested level: Expanding a field enum should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a", "b"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {"my_string": {"type": "string", "enum": ["a", "b"]}, "my_enum": {"type": "string", "enum": ["c", "d"]}},
-            }
-        ),
-        name="Top level: Adding a new optional field with enum should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string", "enum": ["a", "b"]},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "string"},
-                },
-            }
-        ),
-        name="Top level: Removing the field enum should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string", "enum": ["a", "b"]}}},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_nested_object": {"type": "object", "properties": {"my_property": {"type": "string"}}},
-                },
-            }
-        ),
-        name="Nested level: Removing the enum field should not fail.",
-        should_fail=False,
-    ),
-    Transition(
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": "integer"},
-                },
-            }
-        ),
-        ConnectorSpecification(
-            connectionSpecification={
-                "type": "object",
-                "properties": {
-                    "my_string": {"type": ["integer", "string"]},
-                },
-            }
-        ),
-        name="Changing a 'type' field from a string to a list containing that same string should not fail.",
-        should_fail=False,
-    ),
-]
-
-# Checking that all transitions in FAILING_SPEC_TRANSITIONS have should_fail == True to prevent typos
-assert all([transition.should_fail for transition in FAILING_SPEC_TRANSITIONS])
-# Checking that all transitions in VALID_SPEC_TRANSITIONS have should_fail = False to prevent typos
-assert all([not transition.should_fail for transition in VALID_SPEC_TRANSITIONS])
-
-ALL_SPEC_TRANSITIONS_PARAMS = [transition.as_pytest_param() for transition in FAILING_SPEC_TRANSITIONS + VALID_SPEC_TRANSITIONS]
-
-
-@pytest.mark.parametrize("previous_connector_spec, actual_connector_spec, should_fail", ALL_SPEC_TRANSITIONS_PARAMS)
-def test_spec_backward_compatibility(previous_connector_spec, actual_connector_spec, should_fail):
-    t = _TestSpec()
-    expectation = pytest.raises(NonBackwardCompatibleError) if should_fail else does_not_raise()
-    with expectation:
-        t.test_backward_compatibility(False, actual_connector_spec, previous_connector_spec, 10)
-
-
-VALID_JSON_SCHEMA_TRANSITIONS_PARAMS = [
-    transition.as_pytest_param() for transition in FAILING_SPEC_TRANSITIONS + VALID_SPEC_TRANSITIONS if transition.is_valid_json_schema
-]
-
-
-@pytest.mark.slow
-@pytest.mark.parametrize("previous_connector_spec, actual_connector_spec, should_fail", VALID_JSON_SCHEMA_TRANSITIONS_PARAMS)
-def test_validate_previous_configs(previous_connector_spec, actual_connector_spec, should_fail):
-    expectation = pytest.raises(NonBackwardCompatibleError) if should_fail else does_not_raise()
-    with expectation:
-        validate_previous_configs(previous_connector_spec, actual_connector_spec, 200)
-
-
-FAILING_CATALOG_TRANSITIONS = [
-    Transition(
-        name="Removing a stream from a catalog should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            ),
-            "other_test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "other_test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Changing a field type should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "integer"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Removing a field format should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"created": {"type": "string", "format": "date"}}}}
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"created": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Adding a field format should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"created": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"created": {"type": "string", "format": "date"}}}}
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Changing a field format should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"created": {"type": "string", "format": "date-time"}}}}
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"created": {"type": "string", "format": "date"}}}}
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Removing a field airbyte type should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {
-                            "user": {
-                                "type": "object",
-                                "properties": {"created": {"type": "string", "format": "time", "airbyte_type": "type_with_timezone"}},
-                            }
-                        }
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"created": {"type": "string", "format": "time"}}}}
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Adding a field airbyte type should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"created": {"type": "string", "format": "time"}}}}
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {
-                            "user": {
-                                "type": "object",
-                                "properties": {"created": {"type": "string", "format": "time", "airbyte_type": "time_with_timezone"}},
-                            }
-                        }
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Changing a field airbyte type should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {
-                            "user": {
-                                "type": "object",
-                                "properties": {"created": {"type": "string", "format": "time", "airbyte_type": "time_with_timezone"}},
-                            }
-                        }
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {
-                            "user": {
-                                "type": "object",
-                                "properties": {"created": {"type": "string", "format": "time", "airbyte_type": "time_without_timezone"}},
-                            }
-                        }
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Renaming a stream should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "new_test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "new_test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Changing a cursor in a stream should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                    "default_cursor_field": ["a"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                    "default_cursor_field": ["b"],
-                }
-            ),
-        },
-    ),
-    Transition(
-        name="Changing a cursor in a stream should fail (nested cursors).",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                    "default_cursor_field": ["a"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                    "default_cursor_field": ["a", "b"],
-                }
-            ),
-        },
-    ),
-    Transition(
-        name="Changing a cursor in a stream should fail (nested cursors removal).",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                    "default_cursor_field": ["a", "b"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                    "default_cursor_field": ["a"],
-                }
-            ),
-        },
-    ),
-    Transition(
-        name="Adding a stream but changing cursor should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["incremental"],
-                    "default_cursor_field": ["a"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["incremental"],
-                    "default_cursor_field": ["b"],
-                }
-            ),
-            "other_test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "other_test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["incremental"],
-                }
-            ),
-        },
-    ),
-    Transition(
-        name="Changing a 'type' field from a string to something else than a list containing just that string and null should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "integer"}}}}},
-                    "default_cursor_field": ["a"],
-                    "supported_sync_modes": ["incremental"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"user": {"type": "object", "properties": {"username": {"type": ["integer", "string"]}}}}
-                    },
-                    "default_cursor_field": ["b"],
-                    "supported_sync_modes": ["incremental"],
-                }
-            ),
-        },
-    ),
-    Transition(
-        name="Removing a top level field should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"username": {"type": "string"}, "email": {"type": "string"}},
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {"username": {"type": "string"}},
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Removing a nested field should fail.",
-        should_fail=True,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {
-                        "properties": {
-                            "user": {"type": "object", "properties": {"username": {"type": "string"}, "email": {"type": "string"}}}
-                        }
-                    },
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-]
-
-VALID_CATALOG_TRANSITIONS = [
-    Transition(
-        name="Adding a stream to a catalog should not fail.",
-        should_fail=False,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            ),
-            "other_test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "other_test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            ),
-        },
-    ),
-    Transition(
-        name="Making a field nullable should not fail.",
-        should_fail=False,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "supported_sync_modes": ["full_refresh"],
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": ["string", "null"]}}}}},
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Given the same types, the order does not matter",
-        should_fail=False,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": ["null", "string"]}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": ["string", "null"]}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Changing 'type' field to list should not fail.",
-        should_fail=False,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "supported_sync_modes": ["full_refresh"],
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                }
-            )
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": ["string"]}}}}},
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            )
-        },
-    ),
-    Transition(
-        name="Not changing a cursor in a stream should not fail.",
-        should_fail=False,
-        previous={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "default_cursor_field": ["a"],
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            ),
-        },
-        current={
-            "test_stream": AirbyteStream.parse_obj(
-                {
-                    "name": "test_stream",
-                    "json_schema": {"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}},
-                    "default_cursor_field": ["a"],
-                    "supported_sync_modes": ["full_refresh"],
-                }
-            ),
-        },
-    ),
-]
-
-# Checking that all transitions in FAILING_CATALOG_TRANSITIONS have should_fail == True to prevent typos
-assert all([transition.should_fail for transition in FAILING_CATALOG_TRANSITIONS])
-# Checking that all transitions in VALID_CATALOG_TRANSITIONS have should_fail = False to prevent typos
-assert all([not transition.should_fail for transition in VALID_CATALOG_TRANSITIONS])
-
-ALL_CATALOG_TRANSITIONS_PARAMS = [transition.as_pytest_param() for transition in FAILING_CATALOG_TRANSITIONS + VALID_CATALOG_TRANSITIONS]
-
-
-@pytest.mark.parametrize("previous_discovered_catalog, discovered_catalog, should_fail", ALL_CATALOG_TRANSITIONS_PARAMS)
-def test_catalog_backward_compatibility(previous_discovered_catalog, discovered_catalog, should_fail):
-    t = _TestDiscovery()
-    expectation = pytest.raises(NonBackwardCompatibleError) if should_fail else does_not_raise()
-    with expectation:
-        t.test_backward_compatibility(False, discovered_catalog, previous_discovered_catalog)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_config.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_config.py
deleted file mode 100644
index 5a4e62e55520..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_config.py
+++ /dev/null
@@ -1,244 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-from connector_acceptance_test import config
-from pydantic import ValidationError
-
-from .conftest import does_not_raise
-
-
-class TestConfig:
-    @pytest.mark.parametrize(
-        "raw_config, expected_output_config, expected_error",
-        [
-            pytest.param(
-                {"connector_image": "foo", "tests": {"spec": [{"spec_path": "my-spec-path"}]}},
-                config.Config(
-                    connector_image="foo",
-                    acceptance_tests=config.AcceptanceTestConfigurations(
-                        spec=config.GenericTestConfig(tests=[config.SpecTestConfig(spec_path="my-spec-path")])
-                    ),
-                ),
-                does_not_raise(),
-                id="Legacy config should be parsed without error.",
-            ),
-            pytest.param(
-                {"connector_image": "foo", "acceptance_tests": {}, "test_strictness_level": "extra-low"},
-                None,
-                pytest.raises(ValidationError),
-                id="Invalid test mode: ValidationError",
-            ),
-            pytest.param(
-                {"connector_image": "foo", "acceptance_tests": {}, "test_strictness_level": "low"},
-                config.Config(
-                    connector_image="foo",
-                    test_strictness_level=config.Config.TestStrictnessLevel.low,
-                    acceptance_tests=config.AcceptanceTestConfigurations(),
-                ),
-                does_not_raise(),
-                id="Valid test mode: low",
-            ),
-            pytest.param(
-                {"connector_image": "foo", "acceptance_tests": {}, "test_strictness_level": "high"},
-                config.Config(
-                    connector_image="foo",
-                    test_strictness_level=config.Config.TestStrictnessLevel.high,
-                    acceptance_tests=config.AcceptanceTestConfigurations(),
-                ),
-                does_not_raise(),
-                id="Valid test mode: high",
-            ),
-            pytest.param(
-                {
-                    "connector_image": "foo",
-                    "acceptance_tests": {
-                        "spec": {"bypass_reason": "My good reason to bypass"},
-                    },
-                },
-                config.Config(
-                    connector_image="foo",
-                    acceptance_tests=config.AcceptanceTestConfigurations(
-                        spec=config.GenericTestConfig(bypass_reason="My good reason to bypass")
-                    ),
-                ),
-                does_not_raise(),
-                id="A test can only have a bypass reason.",
-            ),
-            pytest.param(
-                {
-                    "connector_image": "foo",
-                    "acceptance_tests": {
-                        "spec": {"bypass_reason": "My good reason to bypass"},
-                    },
-                },
-                config.Config(
-                    connector_image="foo",
-                    acceptance_tests=config.AcceptanceTestConfigurations(
-                        spec=config.GenericTestConfig(bypass_reason="My good reason to bypass")
-                    ),
-                ),
-                does_not_raise(),
-                id="A test can only have a test configuration.",
-            ),
-            pytest.param(
-                {
-                    "connector_image": "foo",
-                    "acceptance_tests": {
-                        "spec": {"tests": [{"spec_path": "my-spec-path"}], "bypass_reason": "I'm not bypassing"},
-                    },
-                },
-                None,
-                pytest.raises(ValidationError),
-                id="A test can't have a bypass reason and a test configuration.",
-            ),
-        ],
-    )
-    def test_config_parsing(self, raw_config, expected_output_config, expected_error):
-        with expected_error:
-            parsed_config = config.Config.parse_obj(raw_config)
-            assert parsed_config == expected_output_config
-
-    @pytest.mark.parametrize(
-        "legacy_config, expected_parsed_config",
-        [
-            pytest.param(
-                {
-                    "connector_image": "airbyte/source-pokeapi",
-                    "tests": {
-                        "connection": [
-                            {"config_path": "integration_tests/config.json", "status": "succeed"},
-                            {"config_path": "integration_tests/bad_config.json", "status": "failed"},
-                        ],
-                        "discovery": [{"config_path": "integration_tests/config.json"}],
-                        "basic_read": [
-                            {
-                                "config_path": "integration_tests/config.json",
-                                "configured_catalog_path": "integration_tests/configured_catalog.json",
-                            }
-                        ],
-                    },
-                },
-                config.Config(
-                    connector_image="airbyte/source-pokeapi",
-                    test_strictness_level=config.Config.TestStrictnessLevel.low,
-                    acceptance_tests=config.AcceptanceTestConfigurations(
-                        connection=config.GenericTestConfig(
-                            tests=[
-                                config.ConnectionTestConfig(
-                                    config_path="integration_tests/config.json", status=config.ConnectionTestConfig.Status.Succeed
-                                ),
-                                config.ConnectionTestConfig(
-                                    config_path="integration_tests/bad_config.json", status=config.ConnectionTestConfig.Status.Failed
-                                ),
-                            ]
-                        ),
-                        discovery=config.GenericTestConfig(tests=[config.DiscoveryTestConfig(config_path="integration_tests/config.json")]),
-                        basic_read=config.GenericTestConfig(
-                            tests=[
-                                config.BasicReadTestConfig(
-                                    config_path="integration_tests/config.json",
-                                    configured_catalog_path="integration_tests/configured_catalog.json",
-                                )
-                            ]
-                        ),
-                    ),
-                ),
-                id="A legacy raw config is parsed into a new config structure without error.",
-            ),
-            pytest.param(
-                {
-                    "connector_image": "airbyte/source-pokeapi",
-                    "test_strictness_level": "high",
-                    "tests": {
-                        "connection": [
-                            {"config_path": "integration_tests/config.json", "status": "succeed"},
-                            {"config_path": "integration_tests/bad_config.json", "status": "failed"},
-                        ],
-                        "discovery": [{"config_path": "integration_tests/config.json"}],
-                        "basic_read": [
-                            {
-                                "config_path": "integration_tests/config.json",
-                                "configured_catalog_path": "integration_tests/configured_catalog.json",
-                            }
-                        ],
-                    },
-                },
-                config.Config(
-                    connector_image="airbyte/source-pokeapi",
-                    test_strictness_level=config.Config.TestStrictnessLevel.high,
-                    acceptance_tests=config.AcceptanceTestConfigurations(
-                        connection=config.GenericTestConfig(
-                            tests=[
-                                config.ConnectionTestConfig(
-                                    config_path="integration_tests/config.json", status=config.ConnectionTestConfig.Status.Succeed
-                                ),
-                                config.ConnectionTestConfig(
-                                    config_path="integration_tests/bad_config.json", status=config.ConnectionTestConfig.Status.Failed
-                                ),
-                            ]
-                        ),
-                        discovery=config.GenericTestConfig(tests=[config.DiscoveryTestConfig(config_path="integration_tests/config.json")]),
-                        basic_read=config.GenericTestConfig(
-                            tests=[
-                                config.BasicReadTestConfig(
-                                    config_path="integration_tests/config.json",
-                                    configured_catalog_path="integration_tests/configured_catalog.json",
-                                )
-                            ]
-                        ),
-                    ),
-                ),
-                id="A legacy raw config, with a test_strictness_level defined, is parsed into a new config structure without error.",
-            ),
-        ],
-    )
-    def test_legacy_config_migration(self, legacy_config, expected_parsed_config):
-        assert config.Config.is_legacy(legacy_config)
-        assert config.Config.parse_obj(legacy_config) == expected_parsed_config
-
-
-class TestExpectedRecordsConfig:
-    @pytest.mark.parametrize(
-        "path, bypass_reason, expectation",
-        [
-            pytest.param("my_path", None, does_not_raise()),
-            pytest.param(None, "Good bypass reason", does_not_raise()),
-            pytest.param(None, None, pytest.raises(ValidationError)),
-            pytest.param("my_path", "Good bypass reason", pytest.raises(ValidationError)),
-        ],
-    )
-    def test_bypass_reason_behavior(self, path, bypass_reason, expectation):
-        with expectation:
-            config.ExpectedRecordsConfig(path=path, bypass_reason=bypass_reason)
-
-
-class TestFileTypesConfig:
-    @pytest.mark.parametrize(
-        ("skip_test", "bypass_reason", "unsupported_types", "expectation"),
-        (
-            (True, None, None, does_not_raise()),
-            (True, None, [config.UnsupportedFileTypeConfig(extension=".csv")], pytest.raises(ValidationError)),
-            (False, None, None, does_not_raise()),
-            (False, "bypass_reason", None, pytest.raises(ValidationError)),
-            (False, "", None, pytest.raises(ValidationError)),
-            (False, None, [config.UnsupportedFileTypeConfig(extension=".csv")], does_not_raise()),
-        ),
-    )
-    def test_skip_test_behavior(self, skip_test, bypass_reason, unsupported_types, expectation):
-        with expectation:
-            config.FileTypesConfig(skip_test=skip_test, bypass_reason=bypass_reason, unsupported_types=unsupported_types)
-
-    @pytest.mark.parametrize(
-        ("extension", "expectation"),
-        (
-            (".csv", does_not_raise()),
-            ("csv", pytest.raises(ValidationError)),
-            (".", pytest.raises(ValidationError)),
-            ("", pytest.raises(ValidationError)),
-        ),
-    )
-    def test_extension_validation(self, extension, expectation):
-        with expectation:
-            config.UnsupportedFileTypeConfig(extension=extension)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_connector_attributes.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_connector_attributes.py
deleted file mode 100644
index 7fd3d258c88e..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_connector_attributes.py
+++ /dev/null
@@ -1,188 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-from connector_acceptance_test.config import NoPrimaryKeyConfiguration
-from connector_acceptance_test.tests import test_core
-
-from airbyte_protocol.models import AirbyteCatalog, AirbyteMessage, AirbyteStream, Type
-
-
-pytestmark = pytest.mark.anyio
-
-
-@pytest.mark.parametrize(
-    "stream_configs, excluded_streams, expected_error_streams",
-    [
-        pytest.param([{"name": "stream_with_primary_key", "primary_key": [["id"]]}], [], None, id="test_stream_with_primary_key_succeeds"),
-        pytest.param(
-            [{"name": "stream_without_primary_key"}], [], ["stream_without_primary_key"], id="test_stream_without_primary_key_fails"
-        ),
-        pytest.param([{"name": "report_stream"}], ["report_stream"], None, id="test_primary_key_excluded_from_test"),
-        pytest.param(
-            [
-                {"name": "freiren", "primary_key": [["mage"]]},
-                {"name": "himmel"},
-                {"name": "eisen", "primary_key": [["warrior"]]},
-                {"name": "heiter"},
-            ],
-            [],
-            ["himmel", "heiter"],
-            id="test_multiple_streams_that_are_missing_primary_key",
-        ),
-        pytest.param(
-            [
-                {"name": "freiren", "primary_key": [["mage"]]},
-                {"name": "himmel"},
-                {"name": "eisen", "primary_key": [["warrior"]]},
-                {"name": "heiter"},
-            ],
-            ["himmel", "heiter"],
-            None,
-            id="test_multiple_streams_that_exclude_primary_key",
-        ),
-        pytest.param(
-            [
-                {"name": "freiren", "primary_key": [["mage"]]},
-                {"name": "himmel"},
-                {"name": "eisen", "primary_key": [["warrior"]]},
-                {"name": "heiter"},
-            ],
-            ["heiter"],
-            ["himmel"],
-            id="test_multiple_streams_missing_primary_key_or_excluded",
-        ),
-    ],
-)
-async def test_streams_define_primary_key(mocker, stream_configs, excluded_streams, expected_error_streams):
-    t = test_core.TestConnectorAttributes()
-
-    streams = [
-        AirbyteStream.parse_obj(
-            {
-                "name": stream_config.get("name"),
-                "json_schema": {},
-                "default_cursor_field": ["updated_at"],
-                "supported_sync_modes": ["full_refresh", "incremental"],
-                "source_defined_primary_key": stream_config.get("primary_key"),
-            }
-        )
-        for stream_config in stream_configs
-    ]
-
-    streams_without_primary_key = [NoPrimaryKeyConfiguration(name=stream, bypass_reason="") for stream in excluded_streams]
-
-    docker_runner_mock = mocker.MagicMock(
-        call_discover=mocker.AsyncMock(return_value=[AirbyteMessage(type=Type.CATALOG, catalog=AirbyteCatalog(streams=streams))])
-    )
-
-    if expected_error_streams:
-        with pytest.raises(AssertionError) as e:
-            await t.test_streams_define_primary_key(
-                operational_certification_test=True,
-                streams_without_primary_key=streams_without_primary_key,
-                connector_config={},
-                docker_runner=docker_runner_mock,
-            )
-        streams_in_error_message = [stream_name for stream_name in expected_error_streams if stream_name in e.value.args[0]]
-        assert streams_in_error_message == expected_error_streams
-    else:
-        await t.test_streams_define_primary_key(
-            operational_certification_test=True,
-            streams_without_primary_key=streams_without_primary_key,
-            connector_config={},
-            docker_runner=docker_runner_mock,
-        )
-
-
-@pytest.mark.parametrize(
-    "metadata_yaml, should_raise_assert_error, expected_error",
-    [
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}}},
-            True,
-            "The `allowedHosts` property is missing in `metadata.data` for `metadata.yaml`",
-        ),
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}, "allowedHosts": {}}},
-            True,
-            "The `hosts` property is missing in `metadata.data.allowedHosts` for `metadata.yaml`",
-        ),
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}, "allowedHosts": {"hosts": []}}},
-            True,
-            "'The `hosts` empty list is not allowed for `metadata.data.allowedHosts` for certified connectors",
-        ),
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}, "allowedHosts": {"hosts": ["*.test.com"]}}},
-            False,
-            None,
-        ),
-    ],
-    ids=[
-        "No `allowedHosts`",
-        "Has `allowdHosts` but no `hosts`",
-        "Has `hosts` but it's empty list",
-        "Has non-empty `hosts`",
-    ],
-)
-async def test_certified_connector_has_allowed_hosts(metadata_yaml, should_raise_assert_error, expected_error) -> None:
-    t = test_core.TestConnectorAttributes()
-
-    if should_raise_assert_error:
-        with pytest.raises(AssertionError) as e:
-            await t.test_certified_connector_has_allowed_hosts(
-                operational_certification_test=True, allowed_hosts_test=True, connector_metadata=metadata_yaml
-            )
-        assert expected_error in repr(e.value)
-    else:
-        await t.test_certified_connector_has_allowed_hosts(
-            operational_certification_test=True, allowed_hosts_test=True, connector_metadata=metadata_yaml
-        )
-
-
-@pytest.mark.parametrize(
-    "metadata_yaml, should_raise_assert_error, expected_error",
-    [
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}}},
-            True,
-            "The `suggestedStreams` property is missing in `metadata.data` for `metadata.yaml`",
-        ),
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}, "suggestedStreams": {}}},
-            True,
-            "The `streams` property is missing in `metadata.data.suggestedStreams` for `metadata.yaml`",
-        ),
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}, "suggestedStreams": {"streams": []}}},
-            True,
-            "'The `streams` empty list is not allowed for `metadata.data.suggestedStreams` for certified connectors",
-        ),
-        pytest.param(
-            {"data": {"ab_internal": {"ql": 400}, "suggestedStreams": {"streams": ["stream_1", "stream_2"]}}},
-            False,
-            None,
-        ),
-    ],
-    ids=[
-        "No `suggestedStreams`",
-        "Has `suggestedStreams` but no `streams`",
-        "Has `streams` but it's empty list",
-        "Has non-empty `streams`",
-    ],
-)
-async def test_certified_connector_has_suggested_streams(metadata_yaml, should_raise_assert_error, expected_error) -> None:
-    t = test_core.TestConnectorAttributes()
-
-    if should_raise_assert_error:
-        with pytest.raises(AssertionError) as e:
-            await t.test_certified_connector_has_suggested_streams(
-                operational_certification_test=True, suggested_streams_test=True, connector_metadata=metadata_yaml
-            )
-        assert expected_error in repr(e.value)
-    else:
-        await t.test_certified_connector_has_suggested_streams(
-            operational_certification_test=True, suggested_streams_test=True, connector_metadata=metadata_yaml
-        )
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_connector_runner.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_connector_runner.py
deleted file mode 100644
index 746d6b1166a4..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_connector_runner.py
+++ /dev/null
@@ -1,153 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import json
-import os
-from pathlib import Path
-
-import pytest
-from connector_acceptance_test.utils import connector_runner
-
-from airbyte_protocol.models import (
-    AirbyteControlConnectorConfigMessage,
-    AirbyteControlMessage,
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    OrchestratorType,
-)
-from airbyte_protocol.models import Type as AirbyteMessageType
-
-
-pytestmark = pytest.mark.anyio
-
-
-class TestContainerRunner:
-    @pytest.fixture
-    def dev_image_name(self):
-        return "airbyte/source-faker:dev"
-
-    @pytest.fixture
-    def released_image_name(self):
-        return "airbyte/source-faker:latest"
-
-    async def test_get_container_env_variable_value(self, source_faker_container):
-        runner = connector_runner.ConnectorRunner(source_faker_container, custom_environment_variables={"FOO": "BAR"})
-        assert await runner.get_container_env_variable_value("FOO") == "BAR"
-
-    @pytest.mark.parametrize("deployment_mode", ["oss", "cloud"])
-    async def test_set_deployment_mode_env(self, source_faker_container, deployment_mode):
-        runner = connector_runner.ConnectorRunner(source_faker_container, deployment_mode=deployment_mode)
-        assert await runner.get_container_env_variable_value("DEPLOYMENT_MODE") == deployment_mode.upper()
-
-    def test_parse_airbyte_messages_from_command_output(self, mocker, tmp_path):
-        old_configuration_path = tmp_path / "config.json"
-        new_configuration = {"field_a": "new_value_a"}
-        mock_logging = mocker.MagicMock()
-        mocker.patch.object(connector_runner, "logging", mock_logging)
-        mocker.patch.object(connector_runner, "docker")
-        raw_command_output = "\n".join(
-            [
-                AirbyteMessage(
-                    type=AirbyteMessageType.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"foo": "bar"}, emitted_at=1.0)
-                ).json(exclude_unset=False),
-                AirbyteMessage(
-                    type=AirbyteMessageType.CONTROL,
-                    control=AirbyteControlMessage(
-                        type=OrchestratorType.CONNECTOR_CONFIG,
-                        emitted_at=1.0,
-                        connectorConfig=AirbyteControlConnectorConfigMessage(config=new_configuration),
-                    ),
-                ).json(exclude_unset=False),
-                "invalid message",
-            ]
-        )
-
-        mocker.patch.object(connector_runner.ConnectorRunner, "_persist_new_configuration")
-        runner = connector_runner.ConnectorRunner(
-            mocker.Mock(),
-            connector_configuration_path=old_configuration_path,
-        )
-        runner.parse_airbyte_messages_from_command_output(raw_command_output)
-        runner._persist_new_configuration.assert_called_once_with(new_configuration, 1)
-        mock_logging.warning.assert_called_once()
-
-    @pytest.mark.parametrize(
-        "pass_configuration_path, old_configuration, new_configuration, new_configuration_emitted_at, expect_new_configuration",
-        [
-            pytest.param(
-                True,
-                {"field_a": "value_a"},
-                {"field_a": "value_a"},
-                1,
-                False,
-                id="Config unchanged: No new configuration persisted",
-            ),
-            pytest.param(
-                True, {"field_a": "value_a"}, {"field_a": "new_value_a"}, 1, True, id="Config changed: New configuration persisted"
-            ),
-            pytest.param(
-                False,
-                {"field_a": "value_a"},
-                {"field_a": "new_value_a"},
-                1,
-                False,
-                id="Config changed but persistence is disable: New configuration not persisted",
-            ),
-        ],
-    )
-    def test_persist_new_configuration(
-        self,
-        mocker,
-        tmp_path,
-        pass_configuration_path,
-        old_configuration,
-        new_configuration,
-        new_configuration_emitted_at,
-        expect_new_configuration,
-    ):
-        if pass_configuration_path:
-            old_configuration_path = tmp_path / "config.json"
-            with open(old_configuration_path, "w") as old_configuration_file:
-                json.dump(old_configuration, old_configuration_file)
-        else:
-            old_configuration_path = None
-
-        runner = connector_runner.ConnectorRunner(mocker.MagicMock(), connector_configuration_path=old_configuration_path)
-        new_configuration_path = runner._persist_new_configuration(new_configuration, new_configuration_emitted_at)
-        if not expect_new_configuration:
-            assert new_configuration_path is None
-        else:
-            assert new_configuration_path == tmp_path / "updated_configurations" / f"config|{new_configuration_emitted_at}.json"
-
-
-async def test_get_connector_container(mocker):
-    dagger_client = mocker.AsyncMock()
-    os.environ["CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH"] = "test_tarball_path"
-
-    # Mock the functions called within get_connector_container
-    mocker.patch.object(connector_runner, "get_container_from_id", new=mocker.AsyncMock())
-    mocker.patch.object(connector_runner, "get_container_from_tarball_path", new=mocker.AsyncMock())
-    mocker.patch.object(connector_runner, "get_container_from_local_image", new=mocker.AsyncMock())
-    mocker.patch.object(connector_runner, "get_container_from_dockerhub_image", new=mocker.AsyncMock())
-
-    # Test the case when the CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH is set
-    await connector_runner.get_connector_container(dagger_client, "test_image:tag")
-    connector_runner.get_container_from_tarball_path.assert_called_with(dagger_client, Path("test_tarball_path"))
-
-    # Test the case when the CONNECTOR_CONTAINER_ID is set
-    Path("/tmp/container_id.txt").write_text("test_container_id")
-    await connector_runner.get_connector_container(dagger_client, "test_image:tag")
-    connector_runner.get_container_from_id.assert_called_with(dagger_client, "test_container_id")
-    Path("/tmp/container_id.txt").unlink()
-
-    # Test the case when none of the environment variables are set
-    os.environ.pop("CONNECTOR_UNDER_TEST_IMAGE_TAR_PATH")
-    await connector_runner.get_connector_container(dagger_client, "test_image:tag")
-    connector_runner.get_container_from_local_image.assert_called_with(dagger_client, "test_image:tag")
-
-    # Test the case when all previous attempts fail
-    connector_runner.get_container_from_local_image.return_value = None
-    await connector_runner.get_connector_container(dagger_client, "test_image:tag")
-    connector_runner.get_container_from_dockerhub_image.assert_called_with(dagger_client, "test_image:tag")
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_core.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_core.py
deleted file mode 100644
index f0de2d21012b..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_core.py
+++ /dev/null
@@ -1,2142 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from unittest import mock
-from unittest.mock import MagicMock, patch
-
-import pytest
-from connector_acceptance_test.config import (
-    BasicReadTestConfig,
-    Config,
-    DiscoveryTestConfig,
-    ExpectedRecordsConfig,
-    FileTypesConfig,
-    IgnoredFieldsConfiguration,
-    UnsupportedFileTypeConfig,
-)
-from connector_acceptance_test.tests import test_core
-from jsonschema.exceptions import SchemaError
-
-from airbyte_protocol.models import (
-    AirbyteErrorTraceMessage,
-    AirbyteLogMessage,
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStateBlob,
-    AirbyteStateMessage,
-    AirbyteStateStats,
-    AirbyteStateType,
-    AirbyteStream,
-    AirbyteStreamState,
-    AirbyteStreamStatus,
-    AirbyteStreamStatusTraceMessage,
-    AirbyteTraceMessage,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    Level,
-    StreamDescriptor,
-    SyncMode,
-    TraceType,
-    Type,
-)
-
-from .conftest import does_not_raise
-
-
-pytestmark = pytest.mark.anyio
-
-
-@pytest.mark.parametrize(
-    "schema, cursors, should_fail",
-    [
-        ({}, ["created"], True),
-        ({"properties": {"created": {"type": "string"}}}, ["created"], False),
-        ({"properties": {"created_at": {"type": "string"}}}, ["created"], True),
-        ({"properties": {"created": {"type": "string"}}}, ["updated", "created"], True),
-        ({"properties": {"updated": {"type": "object", "properties": {"created": {"type": "string"}}}}}, ["updated", "created"], False),
-        ({"properties": {"created": {"type": "object", "properties": {"updated": {"type": "string"}}}}}, ["updated", "created"], True),
-    ],
-)
-def test_discovery(schema, cursors, should_fail):
-    t = test_core.TestDiscovery()
-    discovered_catalog = {
-        "test_stream": AirbyteStream.parse_obj(
-            {
-                "name": "test_stream",
-                "json_schema": schema,
-                "default_cursor_field": cursors,
-                "supported_sync_modes": ["full_refresh", "incremental"],
-            }
-        )
-    }
-    if should_fail:
-        with pytest.raises(AssertionError):
-            t.test_defined_cursors_exist_in_schema(discovered_catalog)
-    else:
-        t.test_defined_cursors_exist_in_schema(discovered_catalog)
-
-
-def test_discovery_uniquely_named_streams():
-    t = test_core.TestDiscovery()
-    stream_a = AirbyteStream.parse_obj(
-        {
-            "name": "test_stream",
-            "json_schema": {"properties": {"created": {"type": "string"}}},
-            "default_cursor_field": ["created"],
-            "supported_sync_modes": ["full_refresh", "incremental"],
-            "namespace": "test_namespace",
-        }
-    )
-    streams = [stream_a, stream_a]
-    assert t.duplicated_stream_names(streams) == [("test_namespace", "test_stream")]
-    streams.pop()
-    assert len(t.duplicated_stream_names(streams)) == 0
-
-
-@pytest.mark.parametrize(
-    "schema, should_fail",
-    [
-        (
-            {
-                "$schema": "https://json-schema.org/draft-07/schema#",
-                "type": ["null", "object"],
-                "properties": {
-                    "amount": {"type": ["null", "integer"]},
-                    "amount_details": {"type": ["null", "object"], "properties": {"atm_fee": ["null", "integer"]}},
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "$schema": "https://json-schema.org/draft-07/schema#",
-                "type": ["null", "object"],
-                "properties": {
-                    "amount": "integer",
-                    "amount_details": {"type": ["null", "object"], "properties": {"atm_fee": {"type": ["null", "integer"]}}},
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "$schema": "https://json-schema.org/draft-07/schema#",
-                "type": ["null", "object"],
-                "properties": {
-                    "amount": {"type": ["null", "integer"]},
-                    "amount_details": {"type": ["null", "object"], "properties": {"atm_fee": {"type": ["null", "integer"]}}},
-                },
-            },
-            False,
-        ),
-    ],
-)
-def test_streams_have_valid_json_schemas(schema, should_fail):
-    t = test_core.TestDiscovery()
-    discovered_catalog = {
-        "test_stream": AirbyteStream.parse_obj(
-            {
-                "name": "test_stream",
-                "json_schema": schema,
-                "supported_sync_modes": ["full_refresh", "incremental"],
-            }
-        )
-    }
-    expectation = pytest.raises(SchemaError) if should_fail else does_not_raise()
-    with expectation:
-        t.test_streams_have_valid_json_schemas(discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "schema, should_fail",
-    [
-        ({}, False),
-        ({"$ref": None}, True),
-        ({"properties": {"user": {"$ref": None}}}, True),
-        ({"properties": {"user": {"$ref": "user.json"}}}, True),
-        ({"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}}, False),
-        ({"properties": {"fake_items": {"type": "array", "items": {"$ref": "fake_item.json"}}}}, True),
-        (
-            {
-                "properties": {
-                    "fake_items": {
-                        "oneOf": [{"type": "object", "$ref": "fake_items_1.json"}, {"type": "object", "$ref": "fake_items_2.json"}]
-                    }
-                }
-            },
-            True,
-        ),
-    ],
-)
-def test_ref_in_discovery_schemas(schema, should_fail):
-    t = test_core.TestDiscovery()
-    discovered_catalog = {
-        "test_stream": AirbyteStream.parse_obj(
-            {"name": "test_stream", "json_schema": schema, "supported_sync_modes": ["full_refresh", "incremental"]}
-        )
-    }
-    if should_fail:
-        with pytest.raises(AssertionError):
-            t.test_defined_refs_exist_in_schema(discovered_catalog)
-    else:
-        t.test_defined_refs_exist_in_schema(discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "schema, keyword, should_fail",
-    [
-        ({}, "allOf", False),
-        ({"allOf": [{"type": "string"}, {"maxLength": 1}]}, "allOf", True),
-        ({"type": "object", "properties": {"allOf": {"type": "string"}}}, "allOf", False),
-        ({"type": "object", "properties": {"name": {"allOf": [{"type": "string"}, {"maxLength": 1}]}}}, "allOf", True),
-        (
-            {"type": "object", "properties": {"name": {"type": "array", "items": {"allOf": [{"type": "string"}, {"maxLength": 4}]}}}},
-            "allOf",
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "name": {
-                        "type": "array",
-                        "items": {"anyOf": [{"type": "number"}, {"allOf": [{"type": "string"}, {"maxLength": 4}, {"minLength": 2}]}]},
-                    }
-                },
-            },
-            "allOf",
-            True,
-        ),
-        ({"not": {"type": "string"}}, "not", True),
-        ({"type": "object", "properties": {"not": {"type": "string"}}}, "not", False),
-        ({"type": "object", "properties": {"name": {"not": {"type": "string"}}}}, "not", True),
-    ],
-)
-def test_keyword_in_discovery_schemas(schema, keyword, should_fail):
-    t = test_core.TestDiscovery()
-    discovered_catalog = {
-        "test_stream": AirbyteStream.parse_obj(
-            {"name": "test_stream", "json_schema": schema, "supported_sync_modes": ["full_refresh", "incremental"]}
-        )
-    }
-    if should_fail:
-        with pytest.raises(AssertionError):
-            t.test_defined_keyword_exist_in_schema(keyword, discovered_catalog)
-    else:
-        t.test_defined_keyword_exist_in_schema(keyword, discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "discovered_catalog, expectation",
-    [
-        ({"test_stream": mock.MagicMock(name="test_stream", json_schema={}, supported_sync_modes=None)}, pytest.raises(AssertionError)),
-        (
-            {"test_stream": mock.MagicMock(name="test_stream", json_schema={}, supported_sync_modes=[])},
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream": mock.MagicMock(
-                    name="test_stream", json_schema={}, supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental]
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {"test_stream": mock.MagicMock(name="test_stream", json_schema={}, supported_sync_modes=[SyncMode.full_refresh])},
-            does_not_raise(),
-        ),
-        (
-            {"test_stream": mock.MagicMock(name="test_stream", json_schema={}, supported_sync_modes=[SyncMode.incremental])},
-            does_not_raise(),
-        ),
-    ],
-)
-def test_supported_sync_modes_in_stream(mocker, discovered_catalog, expectation):
-    t = test_core.TestDiscovery()
-    with expectation:
-        t.test_streams_has_sync_modes(discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "discovered_catalog, expectation",
-    [
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {"name": "test_stream_1", "json_schema": {}, "supported_sync_modes": ["full_refresh"]}
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_2": AirbyteStream.parse_obj(
-                    {"name": "test_stream_2", "json_schema": {"additionalProperties": True}, "supported_sync_modes": ["full_refresh"]}
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_3": AirbyteStream.parse_obj(
-                    {"name": "test_stream_3", "json_schema": {"additionalProperties": False}, "supported_sync_modes": ["full_refresh"]}
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        # This is a special test case where in the shape of the response emitted by the API contains a field inconveniently
-        # named `additionalProperties`. In this case we should not throw an error because this will actually contain a value
-        # and not just True/False. An example of this is the contact_lists stream in source-hubspot.
-        (
-            {
-                "test_stream_4": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_4",
-                        "json_schema": {
-                            "additionalProperties": True,
-                            "properties": {
-                                "id": {
-                                    "type": "string",
-                                },
-                                "additionalProperties": {
-                                    "type": ["null", "object"],
-                                    "additionalProperties": True,
-                                    "properties": {"additionalPropertyOne": {"type": ["null", "string"]}},
-                                },
-                            },
-                        },
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_5": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_5",
-                        "json_schema": {"additionalProperties": True, "properties": {"my_object": {"additionalProperties": True}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_6": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_6",
-                        "json_schema": {"additionalProperties": True, "properties": {"my_object": {"additionalProperties": False}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-    ],
-)
-def test_additional_properties_is_true(discovered_catalog, expectation):
-    t = test_core.TestDiscovery()
-    with expectation:
-        t.test_additional_properties_is_true(discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "discovered_catalog, expectation",
-    [
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "string"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": ["null", "string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"user": {"type": "object", "properties": {"name": {"type": "string"}}}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "unsupported"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": ["null", "unsupported"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "string", "format": "date"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "string", "format": "date-time"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "string", "format": "datetime"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "number", "format": "date"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "string", "format": "date", "airbyte_type": "unsupported"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"username": {"type": "number", "airbyte_type": "timestamp_with_timezone"}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {
-                            "properties": {"user": {"type": "object", "properties": {"name": {"type": "string", "format": "unsupported"}}}}
-                        },
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {
-                            "properties": {
-                                "user": {"type": "object", "properties": {"name with space": {"type": "string", "format": "unsupported"}}}
-                            }
-                        },
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            pytest.raises(AssertionError),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"type": {"type": ["string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"with/slash": {"type": ["string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"with space": {"type": ["string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                    }
-                )
-            },
-            does_not_raise(),
-        ),
-    ],
-)
-def test_catalog_has_supported_data_types(discovered_catalog, expectation):
-    t = test_core.TestDiscovery()
-    with expectation:
-        t.test_catalog_has_supported_data_types(discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "discovered_catalog, expectation",
-    [
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": None,
-                    },
-                ),
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "test_stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["id"]],
-                    },
-                ),
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {
-                            "properties": {
-                                "data": {"type": ["object"], "properties": {"id": {"type": ["string"]}}},
-                            },
-                        },
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["data", "id"]],
-                    },
-                ),
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["string"]}, "timestamp": {"type": ["integer"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["timestamp"], ["id"]],
-                    },
-                ),
-            },
-            does_not_raise(),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["string"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["timestamp"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 does not have defined primary key in schema"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["object"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["id"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of {'object'}"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {
-                            "properties": {
-                                "data": {"type": ["object"], "properties": {"id": {"type": ["object"]}}},
-                            },
-                        },
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["data", "id"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of {'object'}"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["object"]}, "timestamp": {"type": ["integer"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["timestamp"], ["id"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of {'object'}"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["array"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["id"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of {'array'}"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {
-                            "properties": {
-                                "data": {"type": ["object"], "properties": {"id": {"type": ["array"]}}},
-                            },
-                        },
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["data", "id"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of {'array'}"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["array"]}, "timestamp": {"type": ["integer"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["timestamp"], ["id"]],
-                    },
-                ),
-            },
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of {'array'}"),
-        ),
-        (
-            {
-                "stream_1": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_1",
-                        "json_schema": {"properties": {"id": {"type": ["object", "null"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["timestamp"], ["id"]],
-                    },
-                ),
-                "stream_2": AirbyteStream.parse_obj(
-                    {
-                        "name": "stream_2",
-                        "json_schema": {"properties": {"id": {"type": ["array"]}}},
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": [["id"]],
-                    },
-                ),
-            },
-            pytest.raises(
-                AssertionError,
-                match=(
-                    "Stream stream_1 does not have defined primary key in schema\n  "
-                    "Stream stream_1 contains primary key with forbidden type of .*\n  "
-                    "Stream stream_2 contains primary key with forbidden type of {'array'}"
-                ),
-            ),
-        ),
-    ],
-    ids=[
-        "when_no_source_defined_primary_key_then_pass",
-        "when_correct_data_type_then_pass",
-        "when_nested_key_correct_data_type_then_pass",
-        "when_composite_key_correct_data_type_then_pass",
-        "when_no_key_found_in_schema_then_fail",
-        "when_data_type_is_object_then_fail",
-        "when_nested_key_data_type_is_object_then_fail",
-        "when_composite_key_data_type_is_object_then_fail",
-        "when_data_type_is_array_then_fail",
-        "when_nested_key_data_type_is_array_then_fail",
-        "when_composite_key_data_type_is_array_then_fail",
-        "when_multiple_errors_found_then_fail_all_errors_reported",
-    ],
-)
-def test_primary_keys_data_type(discovered_catalog, expectation):
-    t = test_core.TestDiscovery()
-    inputs = DiscoveryTestConfig()
-    with expectation:
-        t.test_primary_keys_data_type(inputs, discovered_catalog)
-
-
-@pytest.mark.parametrize(
-    "test_strictness_level, configured_catalog_path",
-    [
-        (Config.TestStrictnessLevel.high, None),
-        (Config.TestStrictnessLevel.high, "custom_configured_catalog_path"),
-        (Config.TestStrictnessLevel.low, None),
-        (Config.TestStrictnessLevel.low, "custom_configured_catalog_path"),
-    ],
-)
-def test_configured_catalog_fixture(mocker, test_strictness_level, configured_catalog_path):
-    mocker.patch.object(test_core, "build_configured_catalog_from_discovered_catalog_and_empty_streams")
-    mocker.patch.object(test_core, "build_configured_catalog_from_custom_catalog")
-    mocker.patch.object(test_core.pytest, "fail")
-
-    mock_discovered_catalog = mocker.Mock()
-    mock_empty_streams = mocker.Mock()
-    t = test_core.TestBasicRead()
-    configured_catalog = test_core.TestBasicRead.configured_catalog_fixture.__wrapped__(
-        t, test_strictness_level, configured_catalog_path, mock_discovered_catalog, mock_empty_streams
-    )
-    if test_strictness_level is Config.TestStrictnessLevel.high:
-        if configured_catalog_path:
-            test_core.pytest.fail.assert_called_once()
-        else:
-            test_core.build_configured_catalog_from_discovered_catalog_and_empty_streams.assert_called_once_with(
-                mock_discovered_catalog, mock_empty_streams
-            )
-            test_core.build_configured_catalog_from_custom_catalog.assert_not_called()
-            assert configured_catalog == test_core.build_configured_catalog_from_discovered_catalog_and_empty_streams.return_value
-    else:
-        if configured_catalog_path is None:
-            test_core.build_configured_catalog_from_discovered_catalog_and_empty_streams.assert_called_once_with(
-                mock_discovered_catalog, mock_empty_streams
-            )
-            test_core.build_configured_catalog_from_custom_catalog.assert_not_called()
-            assert configured_catalog == test_core.build_configured_catalog_from_discovered_catalog_and_empty_streams.return_value
-        else:
-            test_core.build_configured_catalog_from_custom_catalog.assert_called_once_with(configured_catalog_path, mock_discovered_catalog)
-            test_core.build_configured_catalog_from_discovered_catalog_and_empty_streams.assert_not_called()
-            assert configured_catalog == test_core.build_configured_catalog_from_custom_catalog.return_value
-
-
-_DEFAULT_RECORD_CONFIG = ExpectedRecordsConfig(path="foobar")
-
-
-@pytest.mark.parametrize(
-    "schema, ignored_fields, expect_records_config, records, expected_records_by_stream, primary_key, expectation",
-    [
-        # given no expected records and actual has one empty record
-        ({"type": "object"}, {}, _DEFAULT_RECORD_CONFIG, [{}], {}, None, does_not_raise()),
-        # given no expected records but actual has one record that match schema
-        ({"type": "object"}, {}, _DEFAULT_RECORD_CONFIG, [{"aa": 23}], {}, None, does_not_raise()),
-        (
-            {"type": "object", "properties": {"created": {"type": "string"}}},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"aa": 23}],
-            {},
-            None,
-            pytest.raises(AssertionError, match="should have some fields mentioned by json schema"),
-        ),
-        (
-            {"type": "object", "properties": {"created": {"type": "string"}}},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"created": "23"}],
-            {},
-            None,
-            does_not_raise(),
-        ),
-        (
-            {"type": "object", "properties": {"created": {"type": "string"}}},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"root": {"created": "23"}}],
-            {},
-            None,
-            pytest.raises(AssertionError, match="should have some fields mentioned by json schema"),
-        ),
-        # Recharge shop stream case
-        (
-            {"type": "object", "properties": {"shop": {"type": ["null", "object"]}, "store": {"type": ["null", "object"]}}},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"shop": {"a": "23"}, "store": {"b": "23"}}],
-            {},
-            None,
-            does_not_raise(),
-        ),
-        # Given stream without primary key with different record
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"constant_field": "must equal", "fast_changing_field": [{"field": 2}]}],
-            {"test_stream": [{"constant_field": "must equal", "fast_changing_field": [{"field": 1}]}]},
-            None,
-            does_not_raise(),
-        ),
-        # Given stream without primary key and more actual than expected
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [
-                {"constant_field": "must equal", "fast_changing_field": [{"field": 1}]},
-                {"constant_field": "must equal", "fast_changing_field": [{"field": 2}]},
-            ],
-            {"test_stream": [{"constant_field": "must equal", "fast_changing_field": [{"field": 1}]}]},
-            None,
-            does_not_raise(),
-        ),
-        # Expected and Actual records are not equal, but we ignore fast changing field
-        (
-            {"type": "object"},
-            {"test_stream": [IgnoredFieldsConfiguration(name="fast_changing_field/*/field", bypass_reason="test")]},
-            _DEFAULT_RECORD_CONFIG,
-            [{"constant_field": "must equal", "fast_changing_field": [{"field": 2}]}],
-            {"test_stream": [{"constant_field": "must equal", "fast_changing_field": [{"field": 1}]}]},
-            None,
-            does_not_raise(),
-        ),
-        # Expected and Actual records are not equal, but we ignore fast changing field (for case when exact_order=True)
-        (
-            {"type": "object"},
-            {"test_stream": [IgnoredFieldsConfiguration(name="fast_changing_field/*/field", bypass_reason="test")]},
-            ExpectedRecordsConfig(exact_order=True, path="foobar"),
-            [{"constant_field": "must equal", "fast_changing_field": [{"field": 1}]}],
-            {"test_stream": [{"constant_field": "must equal", "fast_changing_field": [{"field": 2}]}]},
-            None,
-            does_not_raise(),
-        ),
-        # Expected is in actual but not in order (for case when exact_order=True)
-        (
-            {"type": "object"},
-            {"test_stream": [IgnoredFieldsConfiguration(name="fast_changing_field/*/field", bypass_reason="test")]},
-            ExpectedRecordsConfig(exact_order=True, path="foobar"),
-            [{"constant_field": "not in order"}, {"constant_field": "must equal"}],
-            {"test_stream": [{"constant_field": "must equal"}]},
-            None,
-            does_not_raise(),
-        ),
-        # Match by primary key
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"primary_key": "a primary_key"}],
-            {"test_stream": [{"primary_key": "a primary_key"}]},
-            [["primary_key"]],
-            does_not_raise(),
-        ),
-        # Match by primary key when actual has added fields
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"primary_key": "a primary_key", "a field that should be ignored": "ignored value"}],
-            {"test_stream": [{"primary_key": "a primary_key"}]},
-            [["primary_key"]],
-            does_not_raise(),
-        ),
-        # Match by primary key when non-primary key field values differ
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"primary_key": "a primary_key", "matching key": "value 1"}],
-            {"test_stream": [{"primary_key": "a primary_key", "non matching key": "value 2"}]},
-            [["primary_key"]],
-            does_not_raise(),
-        ),
-        # Match nested primary key
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"top_level_field": {"child_field": "a primary_key"}, "matching key": "value 1"}],
-            {"test_stream": [{"top_level_field": {"child_field": "a primary_key"}, "matching key": "value 1"}]},
-            [["top_level_field", "child_field"]],
-            does_not_raise(),
-        ),
-        # Match composite primary key
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"primary_key_1": "a primary_key_1", "primary_key_2": "a primary_key_2"}],
-            {"test_stream": [{"primary_key_1": "a primary_key_1", "primary_key_2": "a primary_key_2"}]},
-            [["primary_key_1"], ["primary_key_2"]],
-            does_not_raise(),
-        ),
-        # Match composite and nested primary key
-        (
-            {"type": "object"},
-            {},
-            _DEFAULT_RECORD_CONFIG,
-            [{"primary_key_1": "a primary_key_1", "primary_key_2_1": {"primary_key_2_2": "primary_key_2"}}],
-            {"test_stream": [{"primary_key_1": "a primary_key_1", "primary_key_2_1": {"primary_key_2_2": "primary_key_2"}}]},
-            [["primary_key_1"], ["primary_key_2_1", "primary_key_2_2"]],
-            does_not_raise(),
-        ),
-    ],
-)
-async def test_read(mocker, schema, ignored_fields, expect_records_config, records, expected_records_by_stream, primary_key, expectation):
-    configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream.parse_obj(
-                    {
-                        "name": "test_stream",
-                        "json_schema": schema,
-                        "supported_sync_modes": ["full_refresh"],
-                        "source_defined_primary_key": primary_key,
-                    }
-                ),
-                sync_mode="full_refresh",
-                destination_sync_mode="overwrite",
-            )
-        ]
-    )
-    docker_runner_mock = mocker.MagicMock(
-        call_read=mocker.AsyncMock(
-            return_value=[
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data=record, emitted_at=111))
-                for record in records
-            ]
-        )
-    )
-    t = test_core.TestBasicRead()
-    with expectation:
-        await t.test_read(
-            connector_config=None,
-            configured_catalog=configured_catalog,
-            expect_records_config=expect_records_config,
-            should_validate_schema=True,
-            should_validate_data_points=False,
-            should_validate_stream_statuses=False,
-            should_validate_state_messages=False,
-            should_validate_primary_keys_data_type=False,
-            should_fail_on_extra_columns=False,
-            empty_streams=set(),
-            expected_records_by_stream=expected_records_by_stream,
-            docker_runner=docker_runner_mock,
-            ignored_fields=ignored_fields,
-            detailed_logger=MagicMock(),
-            certified_file_based_connector=False,
-        )
-
-
-@pytest.mark.parametrize(
-    "output, expect_trace_message_on_failure, should_fail",
-    [
-        (
-            [
-                AirbyteMessage(
-                    type=Type.TRACE,
-                    trace=AirbyteTraceMessage(type=TraceType.ERROR, emitted_at=111, error=AirbyteErrorTraceMessage(message="oh no")),
-                )
-            ],
-            True,
-            False,
-        ),
-        (
-            [
-                AirbyteMessage(
-                    type=Type.LOG,
-                    log=AirbyteLogMessage(level=Level.ERROR, message="oh no"),
-                ),
-                AirbyteMessage(
-                    type=Type.TRACE,
-                    trace=AirbyteTraceMessage(type=TraceType.ERROR, emitted_at=111, error=AirbyteErrorTraceMessage(message="oh no")),
-                ),
-            ],
-            True,
-            False,
-        ),
-        (
-            [
-                AirbyteMessage(
-                    type=Type.TRACE,
-                    trace=AirbyteTraceMessage(type=TraceType.ERROR, emitted_at=111, error=AirbyteErrorTraceMessage(message="oh no")),
-                ),
-                AirbyteMessage(
-                    type=Type.TRACE,
-                    trace=AirbyteTraceMessage(type=TraceType.ERROR, emitted_at=112, error=AirbyteErrorTraceMessage(message="oh no!!")),
-                ),
-            ],
-            True,
-            False,
-        ),
-        (
-            [
-                AirbyteMessage(
-                    type=Type.LOG,
-                    log=AirbyteLogMessage(level=Level.ERROR, message="oh no"),
-                )
-            ],
-            True,
-            True,
-        ),
-        ([], True, True),
-        (
-            [
-                AirbyteMessage(
-                    type=Type.TRACE,
-                    trace=AirbyteTraceMessage(type=TraceType.ERROR, emitted_at=111, error=AirbyteErrorTraceMessage(message="oh no")),
-                )
-            ],
-            False,
-            False,
-        ),
-        (
-            [
-                AirbyteMessage(
-                    type=Type.LOG,
-                    log=AirbyteLogMessage(level=Level.ERROR, message="oh no"),
-                )
-            ],
-            False,
-            False,
-        ),
-        ([], False, False),
-    ],
-)
-async def test_airbyte_trace_message_on_failure(mocker, output, expect_trace_message_on_failure, should_fail):
-    t = test_core.TestBasicRead()
-    input_config = BasicReadTestConfig(expect_trace_message_on_failure=expect_trace_message_on_failure)
-    docker_runner_mock = mocker.MagicMock(call_read=mocker.AsyncMock(return_value=output))
-
-    with patch.object(pytest, "skip", return_value=None):
-        if should_fail:
-            with pytest.raises(AssertionError, match="Connector should emit at least one error trace message"):
-                await t.test_airbyte_trace_message_on_failure(None, input_config, docker_runner_mock)
-        else:
-            await t.test_airbyte_trace_message_on_failure(None, input_config, docker_runner_mock)
-
-
-@pytest.mark.parametrize(
-    "records, configured_catalog, expected_error",
-    [
-        (
-            [AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111)],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {"type": "object", "properties": {"f1": {"type": "string"}}},
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            "",
-        ),
-        (
-            [AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111)],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {"type": "object", "properties": {"f1": {"type": "string"}, "f2": {"type": "string"}}},
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            r"`test1` stream has `\['/f2'\]`",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2"}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {"type": "object", "properties": {"f1": {"type": "string"}, "f2": {"type": "string"}}},
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            "",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2", "f3": [1, 2, 3]}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {"type": "array", "items": {"type": "integer"}},
-                                    },
-                                },
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            "",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2", "f3": []}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {"type": "array", "items": {"type": "integer"}},
-                                    },
-                                },
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            r"`test1` stream has `\['/f3/\[\]'\]`",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2", "f3": {"f4": "v4", "f5": [1, 2]}}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {"type": "object", "properties": {"f4": {"type": "string"}, "f5": {"type": "array"}}},
-                                    },
-                                },
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            "",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2", "f3": {"f4": "v4"}}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {"type": "object", "properties": {"f4": {"type": "string"}, "f5": {"type": "array"}}},
-                                    },
-                                },
-                                "supported_sync_modes": ["full_refresh"],
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            r"`test1` stream has `\['/f3/f5/\[\]'\]`",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2", "f3": {"f4": "v4"}}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {
-                                            "type": "object",
-                                            "properties": {
-                                                "f4": {"type": "string"},
-                                                "f5": {
-                                                    "type": "array",
-                                                    "items": {
-                                                        "type": "object",
-                                                        "properties": {
-                                                            "f6": {"type": "string"},
-                                                            "f7": {"type": "array"},
-                                                        },
-                                                    },
-                                                },
-                                            },
-                                        },
-                                    },
-                                },
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    )
-                ]
-            ),
-            r"`test1` stream has `\['/f3/f5/\[\]/f6', '/f3/f5/\[\]/f7/\[\]'\]`",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(
-                    stream="test1", data={"f2": "v2", "f3": {"f4": "v4", "f5": [{"f6": "v6", "f7": ["a", "b"]}]}}, emitted_at=111
-                ),
-                AirbyteRecordMessage(stream="test2", data={"f8": "v8"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test2", data={"f9": "v9"}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {
-                                            "type": "object",
-                                            "properties": {
-                                                "f4": {"type": "string"},
-                                                "f5": {
-                                                    "type": "array",
-                                                    "items": {
-                                                        "type": "object",
-                                                        "properties": {
-                                                            "f6": {"type": "string"},
-                                                            "f7": {"type": "array"},
-                                                        },
-                                                    },
-                                                },
-                                            },
-                                        },
-                                    },
-                                },
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test2",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {"type": "object", "properties": {"f8": {"type": "string"}, "f9": {"type": "string"}}},
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                ]
-            ),
-            "",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f2": "v2", "f3": {"f4": "v4", "f5": [{"f6": "v6", "f7": []}]}}, emitted_at=111),
-                AirbyteRecordMessage(stream="test2", data={}, emitted_at=111),
-                AirbyteRecordMessage(stream="test2", data={"f9": "v9"}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {
-                                            "type": "object",
-                                            "properties": {
-                                                "f4": {"type": "string"},
-                                                "f5": {
-                                                    "type": "array",
-                                                    "items": {
-                                                        "type": "object",
-                                                        "properties": {
-                                                            "f6": {"type": "string"},
-                                                            "f7": {"type": "array"},
-                                                        },
-                                                    },
-                                                },
-                                            },
-                                        },
-                                    },
-                                },
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test2",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {"type": "object", "properties": {"f8": {"type": "string"}, "f9": {"type": "string"}}},
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                ]
-            ),
-            r"(`test1` stream has `\['/f3/f5/\[\]/f7/\[\]']`)|(`test2` `\['/f8'\]`)",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1", "f2": "v2"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f3": {"f4": "v4"}}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {
-                                            "oneOf": [
-                                                {"type": "object", "properties": {"f4": {"type": "string"}}},
-                                                {"type": "object", "properties": {"f5": {"type": "array"}}},
-                                            ]
-                                        },
-                                    },
-                                },
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                ]
-            ),
-            "",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1", "f2": "v2"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f3": {"f5": {"f7": "v7"}}}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {
-                                            "oneOf": [
-                                                {"type": "object", "properties": {"f4": {"type": "string"}}},
-                                                {
-                                                    "type": "object",
-                                                    "properties": {
-                                                        "f5": {
-                                                            "oneOf": [
-                                                                {"type": "object", "properties": {"f6": {"type": "string"}}},
-                                                                {"type": "object", "properties": {"f7": {"type": "string"}}},
-                                                            ]
-                                                        }
-                                                    },
-                                                },
-                                            ]
-                                        },
-                                    },
-                                },
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                ]
-            ),
-            "",
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="test1", data={"f1": "v1", "f2": "v2"}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={}, emitted_at=111),
-                AirbyteRecordMessage(stream="test1", data={"f3": {"f5": {}}}, emitted_at=111),
-            ],
-            ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream.parse_obj(
-                            {
-                                "name": "test1",
-                                "supported_sync_modes": ["full_refresh"],
-                                "json_schema": {
-                                    "type": "object",
-                                    "properties": {
-                                        "f1": {"type": "string"},
-                                        "f2": {"type": "string"},
-                                        "f3": {
-                                            "oneOf": [
-                                                {"type": "object", "properties": {"f4": {"type": "string"}}},
-                                                {
-                                                    "type": "object",
-                                                    "properties": {
-                                                        "f5": {
-                                                            "anyOf": [
-                                                                {"type": "object", "properties": {"f6": {"type": "string"}}},
-                                                                {"type": "object", "properties": {"f7": {"type": "string"}}},
-                                                            ]
-                                                        }
-                                                    },
-                                                },
-                                            ]
-                                        },
-                                    },
-                                },
-                            }
-                        ),
-                        sync_mode="full_refresh",
-                        destination_sync_mode="overwrite",
-                    ),
-                ]
-            ),
-            r"`test1` stream has `\['/f3\(0\)/f4', '/f3\(1\)/f5\(0\)/f6', '/f3\(1\)/f5\(1\)/f7'\]`",
-        ),
-    ],
-)
-def test_validate_field_appears_at_least_once(records, configured_catalog, expected_error):
-    t = test_core.TestBasicRead()
-    if expected_error:
-        with pytest.raises(AssertionError, match=expected_error):
-            t._validate_field_appears_at_least_once(records=records, configured_catalog=configured_catalog)
-    else:
-        t._validate_field_appears_at_least_once(records=records, configured_catalog=configured_catalog)
-
-
-async def test_read_validate_async_output_stream_statuses(mocker):
-    configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream.parse_obj({"name": f"test_stream_{x}", "json_schema": {}, "supported_sync_modes": ["full_refresh"]}),
-                sync_mode="full_refresh",
-                destination_sync_mode="overwrite",
-            )
-            for x in range(3)
-        ]
-    )
-    async_stream_output = [
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=1,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.STARTED
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=1,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_2"), status=AirbyteStreamStatus.STARTED
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=1,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_1"), status=AirbyteStreamStatus.STARTED
-                ),
-            ),
-        ),
-        AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),
-        AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_1", data={"a": 1}, emitted_at=112)),
-        AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_2", data={"a": 1}, emitted_at=113)),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=114,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_1"), status=AirbyteStreamStatus.RUNNING
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=114,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_2"), status=AirbyteStreamStatus.RUNNING
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=114,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.RUNNING
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=115,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_1"), status=AirbyteStreamStatus.RUNNING
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=115,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_2"), status=AirbyteStreamStatus.COMPLETE
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=116,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_1"), status=AirbyteStreamStatus.COMPLETE
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=120,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.COMPLETE
-                ),
-            ),
-        ),
-    ]
-    docker_runner_mock = mocker.MagicMock(call_read=mocker.AsyncMock(return_value=async_stream_output))
-
-    t = test_core.TestBasicRead()
-    await t.test_read(
-        connector_config=None,
-        configured_catalog=configured_catalog,
-        expect_records_config=_DEFAULT_RECORD_CONFIG,
-        should_validate_schema=False,
-        should_validate_data_points=False,
-        should_validate_stream_statuses=True,
-        should_validate_state_messages=False,
-        should_validate_primary_keys_data_type=False,
-        should_fail_on_extra_columns=False,
-        empty_streams=set(),
-        expected_records_by_stream={},
-        docker_runner=docker_runner_mock,
-        ignored_fields=None,
-        detailed_logger=MagicMock(),
-        certified_file_based_connector=False,
-    )
-
-
-@pytest.mark.parametrize(
-    "output",
-    [
-        (AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),),
-        (
-            AirbyteMessage(
-                type=Type.TRACE,
-                trace=AirbyteTraceMessage(
-                    type=TraceType.STREAM_STATUS,
-                    emitted_at=1,
-                    stream_status=AirbyteStreamStatusTraceMessage(
-                        stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.STARTED
-                    ),
-                ),
-            ),
-            AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),
-        ),
-        (
-            AirbyteMessage(
-                type=Type.TRACE,
-                trace=AirbyteTraceMessage(
-                    type=TraceType.STREAM_STATUS,
-                    emitted_at=1,
-                    stream_status=AirbyteStreamStatusTraceMessage(
-                        stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.STARTED
-                    ),
-                ),
-            ),
-            AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),
-            AirbyteMessage(
-                type=Type.TRACE,
-                trace=AirbyteTraceMessage(
-                    type=TraceType.STREAM_STATUS,
-                    emitted_at=2,
-                    stream_status=AirbyteStreamStatusTraceMessage(
-                        stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.RUNNING
-                    ),
-                ),
-            ),
-        ),
-        (
-            AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),
-            AirbyteMessage(
-                type=Type.TRACE,
-                trace=AirbyteTraceMessage(
-                    type=TraceType.STREAM_STATUS,
-                    emitted_at=2,
-                    stream_status=AirbyteStreamStatusTraceMessage(
-                        stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.RUNNING
-                    ),
-                ),
-            ),
-        ),
-        (
-            AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),
-            AirbyteMessage(
-                type=Type.TRACE,
-                trace=AirbyteTraceMessage(
-                    type=TraceType.STREAM_STATUS,
-                    emitted_at=2,
-                    stream_status=AirbyteStreamStatusTraceMessage(
-                        stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.COMPLETE
-                    ),
-                ),
-            ),
-        ),
-    ],
-    ids=["no_statuses", "only_started_present", "only_started_and_running_present", "only_running", "only_complete"],
-)
-async def test_read_validate_stream_statuses_exceptions(mocker, output):
-    configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream.parse_obj({"name": f"test_stream_0", "json_schema": {}, "supported_sync_modes": ["full_refresh"]}),
-                sync_mode="full_refresh",
-                destination_sync_mode="overwrite",
-            )
-        ]
-    )
-    docker_runner_mock = mocker.MagicMock(call_read=mocker.AsyncMock(return_value=output))
-
-    t = test_core.TestBasicRead()
-    with pytest.raises(AssertionError):
-        await t.test_read(
-            connector_config=None,
-            configured_catalog=configured_catalog,
-            expect_records_config=_DEFAULT_RECORD_CONFIG,
-            should_validate_schema=False,
-            should_validate_data_points=False,
-            should_validate_stream_statuses=True,
-            should_validate_state_messages=False,
-            should_validate_primary_keys_data_type=False,
-            should_fail_on_extra_columns=False,
-            empty_streams=set(),
-            expected_records_by_stream={},
-            docker_runner=docker_runner_mock,
-            ignored_fields=None,
-            detailed_logger=MagicMock(),
-            certified_file_based_connector=False,
-        )
-
-
-@pytest.mark.parametrize(
-    "metadata, expected_file_based, is_connector_certified",
-    [
-        ({"data": {"connectorSubtype": "file", "ab_internal": {"ql": 400}}}, True, True),
-        ({"data": {"connectorSubtype": "file", "ab_internal": {"ql": 500}}}, True, True),
-        ({}, False, False),
-        ({"data": {"ab_internal": {}}}, False, False),
-        ({"data": {"ab_internal": {"ql": 400}}}, False, False),
-        ({"data": {"connectorSubtype": "file"}}, False, False),
-        ({"data": {"connectorSubtype": "file", "ab_internal": {"ql": 200}}}, False, False),
-        ({"data": {"connectorSubtype": "not_file", "ab_internal": {"ql": 400}}}, False, False),
-    ],
-)
-def test_is_certified_file_based_connector(metadata, is_connector_certified, expected_file_based):
-    t = test_core.TestBasicRead()
-    assert test_core.TestBasicRead.is_certified_file_based_connector.__wrapped__(t, metadata, is_connector_certified) is expected_file_based
-
-
-@pytest.mark.parametrize(
-    ("file_name", "expected_extension"),
-    (
-        ("test.csv", ".csv"),
-        ("test/directory/test.csv", ".csv"),
-        ("test/directory/test.CSV", ".csv"),
-        ("test/directory/", ""),
-        (".bashrc", ""),
-        ("", ""),
-    ),
-)
-def test_get_file_extension(file_name, expected_extension):
-    t = test_core.TestBasicRead()
-    assert t._get_file_extension(file_name) == expected_extension
-
-
-@pytest.mark.parametrize(
-    ("records", "expected_file_types"),
-    (
-        ([], set()),
-        (
-            [
-                AirbyteRecordMessage(stream="stream", data={"field": "value", "_ab_source_file_url": "test.csv"}, emitted_at=111),
-                AirbyteRecordMessage(stream="stream", data={"field": "value", "_ab_source_file_url": "test_2.pdf"}, emitted_at=111),
-                AirbyteRecordMessage(stream="stream", data={"field": "value", "_ab_source_file_url": "test_3.pdf"}, emitted_at=111),
-                AirbyteRecordMessage(stream="stream", data={"field": "value", "_ab_source_file_url": "test_3.CSV"}, emitted_at=111),
-            ],
-            {".csv", ".pdf"},
-        ),
-        (
-            [
-                AirbyteRecordMessage(stream="stream", data={"field": "value"}, emitted_at=111),
-                AirbyteRecordMessage(stream="stream", data={"field": "value", "_ab_source_file_url": ""}, emitted_at=111),
-                AirbyteRecordMessage(stream="stream", data={"field": "value", "_ab_source_file_url": ".bashrc"}, emitted_at=111),
-            ],
-            {""},
-        ),
-    ),
-)
-def test_get_actual_file_types(records, expected_file_types):
-    t = test_core.TestBasicRead()
-    assert t._get_actual_file_types(records) == expected_file_types
-
-
-@pytest.mark.parametrize(
-    ("config", "expected_file_types"),
-    (
-        ([], set()),
-        ([UnsupportedFileTypeConfig(extension=".csv"), UnsupportedFileTypeConfig(extension=".pdf")], {".csv", ".pdf"}),
-        ([UnsupportedFileTypeConfig(extension=".CSV")], {".csv"}),
-    ),
-)
-def test_get_unsupported_file_types(config, expected_file_types):
-    t = test_core.TestBasicRead()
-    assert t._get_unsupported_file_types(config) == expected_file_types
-
-
-@pytest.mark.parametrize(
-    ("is_file_based_connector", "skip_test"),
-    ((False, True), (False, False), (True, True)),
-)
-async def test_all_supported_file_types_present_skipped(mocker, is_file_based_connector, skip_test):
-    mocker.patch.object(test_core.pytest, "skip")
-    mocker.patch.object(test_core.TestBasicRead, "_file_types", {".avro", ".csv", ".jsonl", ".parquet", ".pdf"})
-
-    t = test_core.TestBasicRead()
-    config = BasicReadTestConfig(config_path="config_path", file_types=FileTypesConfig(skip_test=skip_test))
-    await t.test_all_supported_file_types_present(is_file_based_connector, config)
-    test_core.pytest.skip.assert_called_once()
-
-
-@pytest.mark.parametrize(
-    ("file_types_found", "should_fail"),
-    (
-        ({".avro", ".csv", ".jsonl", ".parquet", ".pdf"}, False),
-        ({".csv", ".jsonl", ".parquet", ".pdf"}, True),
-        ({".avro", ".csv", ".jsonl", ".parquet"}, True),
-    ),
-)
-async def test_all_supported_file_types_present(mocker, file_types_found, should_fail):
-    mocker.patch.object(test_core.TestBasicRead, "_file_types", file_types_found)
-    t = test_core.TestBasicRead()
-    config = BasicReadTestConfig(config_path="config_path", file_types=FileTypesConfig(skip_test=False))
-
-    if should_fail:
-        with pytest.raises(AssertionError):
-            await t.test_all_supported_file_types_present(certified_file_based_connector=True, inputs=config)
-    else:
-        await t.test_all_supported_file_types_present(certified_file_based_connector=True, inputs=config)
-
-
-@pytest.mark.parametrize(
-    ("state_message_params", "should_fail"),
-    (
-        ({"type": AirbyteStateType.STREAM, "sourceStats": AirbyteStateStats(recordCount=1.0)}, False),
-        ({"type": AirbyteStateType.STREAM}, True),
-        ({"type": AirbyteStateType.LEGACY}, True),
-        ({}, True),  # Case where state was not emitted
-    ),
-)
-async def test_read_validate_async_output_state_messages(mocker, state_message_params, should_fail):
-    configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream.parse_obj({"name": f"test_stream_0", "json_schema": {}, "supported_sync_modes": ["full_refresh"]}),
-                sync_mode="full_refresh",
-                destination_sync_mode="overwrite",
-            )
-        ]
-    )
-    stream = AirbyteStreamState(
-        stream_descriptor=StreamDescriptor(name="test_stream_0", namespace=None),
-        stream_state=AirbyteStateBlob(__ab_no_cursor_state_message=True),
-    )
-    async_stream_output = [
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=1,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.STARTED
-                ),
-            ),
-        ),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=114,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.RUNNING
-                ),
-            ),
-        ),
-        AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream_0", data={"a": 1}, emitted_at=111)),
-        AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(stream=stream, **state_message_params)),
-        AirbyteMessage(
-            type=Type.TRACE,
-            trace=AirbyteTraceMessage(
-                type=TraceType.STREAM_STATUS,
-                emitted_at=120,
-                stream_status=AirbyteStreamStatusTraceMessage(
-                    stream_descriptor=StreamDescriptor(name="test_stream_0"), status=AirbyteStreamStatus.COMPLETE
-                ),
-            ),
-        ),
-    ]
-
-    if not state_message_params:
-        async_stream_output.pop()
-        print(async_stream_output)
-    docker_runner_mock = mocker.MagicMock(call_read=mocker.AsyncMock(return_value=async_stream_output))
-
-    t = test_core.TestBasicRead()
-
-    if should_fail:
-        with pytest.raises((AssertionError, AttributeError)):
-            await t.test_read(
-                connector_config=None,
-                configured_catalog=configured_catalog,
-                expect_records_config=_DEFAULT_RECORD_CONFIG,
-                should_validate_schema=False,
-                should_validate_data_points=False,
-                should_validate_stream_statuses=True,
-                should_validate_state_messages=True,
-                should_validate_primary_keys_data_type=False,
-                should_fail_on_extra_columns=False,
-                empty_streams=set(),
-                expected_records_by_stream={},
-                docker_runner=docker_runner_mock,
-                ignored_fields=None,
-                detailed_logger=MagicMock(),
-                certified_file_based_connector=False,
-            )
-    else:
-        await t.test_read(
-            connector_config=None,
-            configured_catalog=configured_catalog,
-            expect_records_config=_DEFAULT_RECORD_CONFIG,
-            should_validate_schema=False,
-            should_validate_data_points=False,
-            should_validate_stream_statuses=True,
-            should_validate_state_messages=True,
-            should_validate_primary_keys_data_type=False,
-            should_fail_on_extra_columns=False,
-            empty_streams=set(),
-            expected_records_by_stream={},
-            docker_runner=docker_runner_mock,
-            ignored_fields=None,
-            detailed_logger=MagicMock(),
-            certified_file_based_connector=False,
-        )
-
-
-@pytest.mark.parametrize(
-    ("primary_key", "record", "expectation"),
-    (
-        ([["id"]], {"id": "1"}, does_not_raise()),
-        ([["data", "id"]], {"data": {"id": "1"}}, does_not_raise()),
-        ([["id"], ["timestamp"]], {"id": "1", "timestamp": 1}, does_not_raise()),
-        (None, {"id": "1"}, does_not_raise()),
-        (
-            [["id"]],
-            {"id": {"_id": "1"}},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of 'object'"),
-        ),
-        (
-            [["data", "id"]],
-            {"data": {"id": {"_id": "1"}}},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of 'object'"),
-        ),
-        (
-            [["id"], ["timestamp"]],
-            {"id": {"_id": "1"}, "timestamp": 1},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of 'object'"),
-        ),
-        (
-            [["id"]],
-            {"id": ["1"]},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of 'array'"),
-        ),
-        (
-            [["data", "id"]],
-            {"data": {"id": ["1"]}},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of 'array'"),
-        ),
-        (
-            [["id"], ["timestamp"]],
-            {"id": ["1"], "timestamp": 1},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with forbidden type of 'array'"),
-        ),
-        (
-            [["id"]],
-            {"id": None},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with null values in all"),
-        ),
-        (
-            [["data", "id"]],
-            {"data": {"id": None}},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with null values in all"),
-        ),
-        (
-            [["id"], ["timestamp"]],
-            {"id": None, "timestamp": None},
-            pytest.raises(AssertionError, match="Stream stream_1 contains primary key with null values in all"),
-        ),
-        ([["id"], ["timestamp"]], {"id": None, "timestamp": 1}, does_not_raise()),
-    ),
-    ids=(
-        "when_correct_data_type_then_pass",
-        "when_nested_key_correct_data_type_then_pass",
-        "when_composite_key_correct_data_type_then_pass",
-        "when_no_key_defined_then_pass",
-        "when_data_type_is_object_then_fail",
-        "when_nested_key_data_type_is_object_then_fail",
-        "when_composite_key_data_type_is_object_then_fail",
-        "when_data_type_is_array_then_fail",
-        "when_nested_key_data_type_is_array_then_fail",
-        "when_composite_key_data_type_is_array_then_fail",
-        "when_key_is_null_then_fail",
-        "when_nested_key_is_null_then_fail",
-        "when_composite_key_all_sub_keys_are_null_then_fail",
-        "when_composite_key_one_sub_key_is_null_then_pass",
-    ),
-)
-async def test_read_validate_primary_keys_data_type(mocker, primary_key, record, expectation):
-    stream_name = "stream_1"
-    configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream(
-                    name=stream_name,
-                    json_schema={},
-                    supported_sync_modes=["full_refresh"],
-                    source_defined_primary_key=primary_key,
-                ),
-                sync_mode="full_refresh",
-                destination_sync_mode="overwrite",
-            ),
-        ],
-    )
-    stream_output = [
-        AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream=stream_name, data=record, emitted_at=1)),
-    ]
-    docker_runner_mock = mocker.MagicMock(call_read=mocker.AsyncMock(return_value=stream_output))
-
-    t = test_core.TestBasicRead()
-    with expectation:
-        await t.test_read(
-            connector_config=None,
-            configured_catalog=configured_catalog,
-            expect_records_config=_DEFAULT_RECORD_CONFIG,
-            should_validate_schema=False,
-            should_validate_data_points=False,
-            should_validate_stream_statuses=False,
-            should_validate_state_messages=False,
-            should_validate_primary_keys_data_type=True,
-            should_fail_on_extra_columns=False,
-            empty_streams=set(),
-            expected_records_by_stream={},
-            docker_runner=docker_runner_mock,
-            ignored_fields=None,
-            detailed_logger=MagicMock(),
-            certified_file_based_connector=False,
-        )
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_documentation.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_documentation.py
deleted file mode 100644
index 800860214f62..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_documentation.py
+++ /dev/null
@@ -1,156 +0,0 @@
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-
-from pathlib import Path
-
-import pytest
-from connector_acceptance_test import conftest
-from connector_acceptance_test.tests.test_core import TestConnectorDocumentation as _TestConnectorDocumentation
-
-from airbyte_protocol.models import ConnectorSpecification
-
-
-@pytest.mark.parametrize(
-    "connector_spec, docs_path, should_fail",
-    (
-        # SUCCESS: required field from spec exists in Prerequisites section
-        (
-            {"required": ["start_date"], "properties": {"start_date": {"title": "Start Date"}}},
-            "data/docs/incorrect_not_all_structure.md",
-            False,
-        ),
-        # FAIL: required field from spec does not exist in Prerequisites section
-        (
-            {"required": ["access_token"], "properties": {"access_token": {"title": "Access Token"}}},
-            "data/docs/incorrect_not_all_structure.md",
-            True,
-        ),
-    ),
-)
-def test_documentation_prerequisites_section(connector_spec, docs_path, should_fail):
-    t = _TestConnectorDocumentation()
-    docs_path = Path(__file__).parent / docs_path
-    with open(docs_path, "r") as f:
-        documentation = f.read().rstrip()
-
-    if should_fail is True:
-        with pytest.raises(AssertionError):
-            t.test_prerequisites_content(True, ConnectorSpecification(connectionSpecification=connector_spec), documentation, docs_path)
-    else:
-        t.test_prerequisites_content(True, ConnectorSpecification(connectionSpecification=connector_spec), documentation, docs_path)
-
-
-@pytest.mark.parametrize(
-    "metadata, docs_path, should_fail, failure",
-    (
-        # FAIL: Docs does not have required headers from standard template
-        (
-            {"data": {"name": "GitHub"}},
-            "data/docs/incorrect_not_all_structure.md",
-            True,
-            "Missing headers:",
-        ),
-        # FAIL: Docs does not have required headers from standard template
-        (
-            {"data": {"name": "Oracle Netsuite"}},
-            "data/docs/with_not_required_steps.md",
-            True,
-            "Actual Heading: 'Create Oracle NetSuite account'. Possible correct heading",
-        ),
-        # # SUCCESS: Docs follow standard template
-        (
-            {"data": {"name": "GitHub"}},
-            "data/docs/correct.md",
-            False,
-            "",
-        ),
-        # Fail: Incorrect header order
-        (
-            {"data": {"name": "GitHub"}},
-            "data/docs/incorrect_header_order.md",
-            True,
-            "Actual Heading: 'Prerequisites'. Expected Heading: 'GitHub'",
-        ),
-    ),
-)
-def test_docs_structure_is_correct(mocker, metadata, docs_path, should_fail, failure):
-    t = _TestConnectorDocumentation()
-
-    docs_path = Path(__file__).parent / docs_path
-    with open(docs_path, "r") as f:
-        documentation = f.read().rstrip()
-
-    if should_fail:
-        with pytest.raises(BaseException) as e:
-            t.test_docs_structure(True, documentation, metadata)
-        assert e.match(failure)
-    else:
-        t.test_docs_structure(True, documentation, metadata)
-
-
-@pytest.mark.parametrize(
-    "metadata, docs_path, should_fail",
-    (
-        # FAIL: Prerequisites section does not follow standard template
-        (
-            {"data": {"name": "GitHub"}},
-            "data/docs/incorrect_not_all_structure.md",
-            True,
-        ),
-        # SUCCESS: Section descriptions follow standard template
-        (
-            {"data": {"name": "GitHub"}},
-            "data/docs/correct.md",
-            False,
-        ),
-        # SUCCESS: Section descriptions follow standard template
-        (
-            {"data": {"name": "GitHub"}},
-            "data/docs/correct_all_description_exist.md",
-            False,
-        ),
-    ),
-)
-def test_docs_description(mocker, metadata, docs_path, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-
-    t = _TestConnectorDocumentation()
-
-    docs_path = Path(__file__).parent / docs_path
-    with open(docs_path, "r") as f:
-        documentation = f.read().rstrip()
-
-    if should_fail is True:
-        with pytest.raises(AssertionError):
-            t.test_docs_descriptions(True, docs_path, documentation, metadata)
-    else:
-        t.test_docs_descriptions(True, docs_path, documentation, metadata)
-
-
-@pytest.mark.parametrize(
-    ("docs_path", "should_fail"),
-    (
-        (
-            "data/docs/correct_all_description_exist.md",
-            False,
-        ),
-        (
-            "data/docs/invalid_links.md",
-            True,
-        ),
-        (
-            "data/docs/correct.md",
-            False,
-        ),
-    ),
-)
-def test_docs_urls(docs_path, should_fail):
-    t = _TestConnectorDocumentation()
-    docs_path = Path(__file__).parent / docs_path
-    with open(docs_path, "r") as f:
-        documentation = f.read().rstrip()
-
-    if should_fail is True:
-        with pytest.raises(AssertionError):
-            t.test_validate_links(True, documentation)
-    else:
-        t.test_validate_links(True, documentation)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_global_fixtures.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_global_fixtures.py
deleted file mode 100644
index bc76474d1c75..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_global_fixtures.py
+++ /dev/null
@@ -1,211 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import time
-
-import pytest
-from connector_acceptance_test import conftest
-from connector_acceptance_test.config import (
-    BasicReadTestConfig,
-    Config,
-    EmptyStreamConfiguration,
-    ExpectedRecordsConfig,
-    IgnoredFieldsConfiguration,
-)
-
-from airbyte_protocol.models import AirbyteStream, ConfiguredAirbyteCatalog, ConfiguredAirbyteStream, DestinationSyncMode, SyncMode
-
-
-@pytest.mark.parametrize(
-    "test_strictness_level, basic_read_test_config, expect_test_failure",
-    [
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            BasicReadTestConfig(config_path="config_path", empty_streams={EmptyStreamConfiguration(name="my_empty_stream")}),
-            False,
-            id="[LOW test strictness level] Empty streams can be declared without bypass_reason.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            BasicReadTestConfig(
-                config_path="config_path", empty_streams={EmptyStreamConfiguration(name="my_empty_stream", bypass_reason="good reason")}
-            ),
-            False,
-            id="[LOW test strictness level] Empty streams can be declared with a bypass_reason.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            BasicReadTestConfig(config_path="config_path", empty_streams={EmptyStreamConfiguration(name="my_empty_stream")}),
-            True,
-            id="[HIGH test strictness level] Empty streams can't be declared without bypass_reason.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            BasicReadTestConfig(
-                config_path="config_path", empty_streams={EmptyStreamConfiguration(name="my_empty_stream", bypass_reason="good reason")}
-            ),
-            False,
-            id="[HIGH test strictness level] Empty streams can be declared with a bypass_reason.",
-        ),
-    ],
-)
-def test_empty_streams_fixture(mocker, test_strictness_level, basic_read_test_config, expect_test_failure):
-    mocker.patch.object(conftest.pytest, "fail")
-    # Pytest prevents fixture to be directly called. Using __wrapped__ allows us to call the actual function before it's been wrapped by the decorator.
-    assert conftest.empty_streams_fixture.__wrapped__(basic_read_test_config, test_strictness_level) == basic_read_test_config.empty_streams
-    if expect_test_failure:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-TEST_AIRBYTE_STREAM_A = AirbyteStream(name="test_stream_a", json_schema={"k": "v"}, supported_sync_modes=[SyncMode.full_refresh])
-TEST_AIRBYTE_STREAM_B = AirbyteStream(name="test_stream_b", json_schema={"k": "v"}, supported_sync_modes=[SyncMode.full_refresh])
-TEST_AIRBYTE_STREAM_C = AirbyteStream(name="test_stream_c", json_schema={"k": "v"}, supported_sync_modes=[SyncMode.full_refresh])
-
-TEST_CONFIGURED_AIRBYTE_STREAM_A = ConfiguredAirbyteStream(
-    stream=TEST_AIRBYTE_STREAM_A,
-    sync_mode=SyncMode.full_refresh,
-    destination_sync_mode=DestinationSyncMode.overwrite,
-)
-
-TEST_CONFIGURED_AIRBYTE_STREAM_B = ConfiguredAirbyteStream(
-    stream=TEST_AIRBYTE_STREAM_B,
-    sync_mode=SyncMode.full_refresh,
-    destination_sync_mode=DestinationSyncMode.overwrite,
-)
-
-TEST_CONFIGURED_AIRBYTE_STREAM_C = ConfiguredAirbyteStream(
-    stream=TEST_AIRBYTE_STREAM_C,
-    sync_mode=SyncMode.full_refresh,
-    destination_sync_mode=DestinationSyncMode.overwrite,
-)
-
-TEST_CONFIGURED_CATALOG = ConfiguredAirbyteCatalog(
-    streams=[TEST_CONFIGURED_AIRBYTE_STREAM_A, TEST_CONFIGURED_AIRBYTE_STREAM_B, TEST_CONFIGURED_AIRBYTE_STREAM_C]
-)
-
-
-@pytest.mark.parametrize(
-    "test_strictness_level, configured_catalog, empty_streams, expected_records, expected_records_config, should_fail",
-    [
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            set(),
-            [],
-            None,
-            True,
-            id="High strictness level: No expected records configuration ->  Failing",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            {EmptyStreamConfiguration(name="test_stream_b"), EmptyStreamConfiguration(name="test_stream_c")},
-            [{"stream": "test_stream_a", "data": {"k": "foo"}, "emitted_at": 1634387507000}],
-            ExpectedRecordsConfig(path="expected_records.jsonl"),
-            False,
-            id="High strictness level: test_stream_b and test_stream_c are declared as empty streams, expected records only contains test_stream_a record -> Not failing",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            set(),
-            [{"stream": "test_stream_a", "data": {"k": "foo"}, "emitted_at": 1634387507000}],
-            ExpectedRecordsConfig(path="expected_records.jsonl"),
-            True,
-            id="High strictness level: test_stream_b and test_stream_c are not declared as empty streams, expected records only contains test_stream_a record -> Failing",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            {EmptyStreamConfiguration(name="test_stream_b")},
-            [{"stream": "test_stream_a", "data": {"k": "foo"}, "emitted_at": 1634387507000}],
-            ExpectedRecordsConfig(path="expected_records.jsonl"),
-            True,
-            id="High strictness level: test_stream_b is declared as an empty stream, test_stream_c is not declared as empty streams, expected records only contains test_stream_a record -> Failing",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            set(),
-            [],
-            ExpectedRecordsConfig(bypass_reason="A good reason to not have expected records"),
-            False,
-            id="High strictness level: Expected records configuration with bypass_reason ->  Not failing",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            TEST_CONFIGURED_CATALOG,
-            set(),
-            [],
-            None,
-            False,
-            id="Low strictness level, no empty stream, no expected records ->  Not failing",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            TEST_CONFIGURED_CATALOG,
-            set(),
-            [{"stream": "test_stream_a", "data": {"k": "foo"}, "emitted_at": 1634387507000}],
-            ExpectedRecordsConfig(path="expected_records.jsonl"),
-            False,
-            id="Low strictness level, no empty stream, incomplete expected records ->  Not failing",
-        ),
-    ],
-)
-def test_expected_records_by_stream_fixture(
-    tmp_path, mocker, test_strictness_level, configured_catalog, empty_streams, expected_records, expected_records_config, should_fail
-):
-    mocker.patch.object(conftest.pytest, "fail")
-
-    base_path = tmp_path
-    with open(f"{base_path}/expected_records.jsonl", "w") as expected_records_file:
-        for record in expected_records:
-            expected_records_file.write(json.dumps(record) + "\n")
-
-    conftest.expected_records_by_stream_fixture.__wrapped__(
-        test_strictness_level, configured_catalog, empty_streams, expected_records_config, base_path
-    )
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize("configured_catalog_path", [None, "my_path"])
-def test_configured_catalog_fixture(mocker, configured_catalog_path):
-    mock_discovered_catalog = mocker.Mock()
-    mocker.patch.object(conftest, "build_configured_catalog_from_custom_catalog")
-    mocker.patch.object(conftest, "build_configured_catalog_from_discovered_catalog_and_empty_streams")
-    configured_catalog = conftest.configured_catalog_fixture.__wrapped__(configured_catalog_path, mock_discovered_catalog)
-    if configured_catalog_path:
-        assert configured_catalog == conftest.build_configured_catalog_from_custom_catalog.return_value
-        conftest.build_configured_catalog_from_custom_catalog.assert_called_once_with(configured_catalog_path, mock_discovered_catalog)
-    else:
-        assert configured_catalog == conftest.build_configured_catalog_from_discovered_catalog_and_empty_streams.return_value
-        conftest.build_configured_catalog_from_discovered_catalog_and_empty_streams.assert_called_once_with(mock_discovered_catalog, set())
-
-
-@pytest.mark.parametrize(
-    "updated_configurations", [[], ["config|created_last.json"], ["config|created_first.json", "config|created_last.json"]]
-)
-def test_connector_config_path_fixture(mocker, tmp_path, updated_configurations):
-    inputs = mocker.Mock(config_path="config.json")
-    base_path = tmp_path
-    if updated_configurations:
-        updated_configurations_dir = tmp_path / "updated_configurations"
-        updated_configurations_dir.mkdir()
-        for configuration_file_name in updated_configurations:
-            updated_configuration_path = updated_configurations_dir / configuration_file_name
-            updated_configuration_path.touch()
-            # to avoid the equivalent 'ctime' for created files
-            time.sleep(0.01)
-
-    connector_config_path = conftest.connector_config_path_fixture.__wrapped__(inputs, base_path)
-    if not updated_configurations:
-        assert connector_config_path == base_path / "config.json"
-    else:
-        assert connector_config_path == base_path / "updated_configurations" / "config|created_last.json"
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_incremental.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_incremental.py
deleted file mode 100644
index 7b9307f26fc3..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_incremental.py
+++ /dev/null
@@ -1,906 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import operator
-from contextlib import nullcontext as does_not_raise
-from logging import Logger
-from pathlib import Path
-from typing import Any, Optional
-from unittest.mock import MagicMock, patch
-
-import pytest
-from connector_acceptance_test.config import (
-    Config,
-    EmptyStreamConfiguration,
-    FutureStateConfig,
-    FutureStateCursorFormatConfiguration,
-    IncrementalConfig,
-)
-from connector_acceptance_test.tests import test_incremental
-from connector_acceptance_test.tests.test_incremental import TestIncremental as _TestIncremental
-from connector_acceptance_test.tests.test_incremental import future_state_configuration_fixture, future_state_fixture
-
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStateBlob,
-    AirbyteStateMessage,
-    AirbyteStateStats,
-    AirbyteStateType,
-    AirbyteStream,
-    AirbyteStreamState,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    DestinationSyncMode,
-    StreamDescriptor,
-    SyncMode,
-    Type,
-)
-
-
-pytestmark = [
-    pytest.mark.anyio,
-]
-
-
-def build_messages_from_record_data(stream: str, records: list[dict]) -> list[AirbyteMessage]:
-    return [build_record_message(stream, data) for data in records]
-
-
-def build_record_message(stream: str, data: dict) -> AirbyteMessage:
-    return AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream=stream, data=data, emitted_at=111))
-
-
-def build_state_message(state: dict) -> AirbyteMessage:
-    return AirbyteMessage(type=Type.STATE, state=AirbyteStateMessage(data=state))
-
-
-def build_per_stream_state_message(
-    descriptor: StreamDescriptor,
-    stream_state: Optional[dict[str, Any]],
-    data: Optional[dict[str, Any]] = None,
-    source_stats: Optional[dict[str, Any]] = None,
-) -> AirbyteMessage:
-    if data is None:
-        data = stream_state
-    if source_stats is None:
-        source_stats = {"recordCount": 0.0}
-
-    stream_state_blob = AirbyteStateBlob.parse_obj(stream_state) if stream_state else None
-    return AirbyteMessage(
-        type=Type.STATE,
-        state=AirbyteStateMessage(
-            type=AirbyteStateType.STREAM,
-            stream=AirbyteStreamState(stream_descriptor=descriptor, stream_state=stream_state_blob),
-            sourceStats=AirbyteStateStats(**source_stats),
-            data=data,
-        ),
-    )
-
-
-@pytest.mark.parametrize("cursor_type", ["date", "string"])
-@pytest.mark.parametrize(
-    "records1, records2, latest_state, namespace, expected_error",
-    [
-        ([{"date": "2020-01-01"}, {"date": "2020-01-02"}], [], "2020-01-01", None, does_not_raise()),
-        (
-            [{"date": "2020-01-02"}, {"date": "2020-01-03"}],
-            [],
-            "2020-01-02",
-            "public",
-            does_not_raise(),
-        ),
-        (
-            [{"date": "2020-01-02"}, {"date": "2020-01-03"}],
-            [],
-            "2020-01-02",
-            None,
-            does_not_raise(),
-        ),
-        (
-            [{"date": "2020-01-01"}, {"date": "2020-01-02"}],
-            [{"date": "2020-01-02"}, {"date": "2020-01-03"}],
-            "2020-01-03",
-            None,
-            does_not_raise(),
-        ),
-        (
-            [],
-            [{"date": "2020-01-01"}],
-            "2020-01-04",
-            None,
-            pytest.raises(AssertionError, match="First Read should produce at least one record"),
-        ),
-        (
-            [{"date": "2020-01-01"}, {"date": "2020-01-02"}],
-            [{"date": "2020-01-01"}, {"date": "2020-01-02"}],
-            "2020-01-05",
-            None,
-            pytest.raises(AssertionError, match="Records should change between reads but did not."),
-        ),
-        (
-            [{"date": "2020-01-02"}, {"date": "2020-01-03"}],
-            [],
-            "2020-01-06",
-            None,
-            does_not_raise(),
-        ),
-        (
-            [{"date": "2020-01-01"}],
-            [{"date": "2020-01-02"}],
-            "2020-01-07",
-            "public",
-            does_not_raise(),
-        ),
-        (
-            [{"date": "2020-01-01"}],
-            [{"date": "2020-01-02"}],
-            "someunparseablenonsensestate",
-            None,
-            does_not_raise(),
-        ),
-    ],
-)
-@pytest.mark.parametrize(
-    "run_per_stream_test",
-    [
-        pytest.param(False, id="test_two_sequential_reads_using_a_mock_connector_emitting_legacy_state"),
-        pytest.param(True, id="test_two_sequential_reads_using_a_mock_connector_emitting_per_stream_state"),
-    ],
-)
-async def test_incremental_two_sequential_reads(
-    mocker, records1, records2, latest_state, namespace, cursor_type, expected_error, run_per_stream_test
-):
-    catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream(
-                    name="test_stream",
-                    json_schema={"type": "object", "properties": {"date": {"type": cursor_type}}},
-                    supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental],
-                ),
-                sync_mode=SyncMode.incremental,
-                destination_sync_mode=DestinationSyncMode.overwrite,
-                cursor_field=["date"],
-            )
-        ]
-    )
-
-    if run_per_stream_test:
-        stream_descriptor = StreamDescriptor(name="test_stream", namespace=namespace)
-        call_read_output_messages = [
-            *build_messages_from_record_data("test_stream", records1),
-            build_per_stream_state_message(descriptor=stream_descriptor, stream_state={"date": latest_state}),
-        ]
-        call_read_with_state_output_messages = build_messages_from_record_data("test_stream", records2)
-    else:
-        call_read_output_messages = [
-            *build_messages_from_record_data("test_stream", records1),
-            build_state_message({"date": latest_state}),
-        ]
-        call_read_with_state_output_messages = build_messages_from_record_data("test_stream", records2)
-
-    docker_runner_mock = MagicMock()
-    docker_runner_mock.call_read = mocker.AsyncMock(return_value=call_read_output_messages)
-    docker_runner_mock.call_read_with_state = mocker.AsyncMock(return_value=call_read_with_state_output_messages)
-
-    t = _TestIncremental()
-    with expected_error:
-        await t.test_two_sequential_reads(
-            connector_config=MagicMock(),
-            configured_catalog_for_incremental=catalog,
-            docker_runner=docker_runner_mock,
-            client_container=None,
-            client_container_config=None,
-            detailed_logger=Logger("test"),
-        )
-
-
-@pytest.mark.parametrize(
-    "first_records, subsequent_records, inputs, expected_error",
-    [
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-09"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 3.0}},
-            ],
-            [
-                [],
-            ],
-            IncrementalConfig(),
-            does_not_raise(),
-            id="test_incremental_with_amount_of_states_less_than_3_whith_latest_only_state_checked",
-        ),
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 1.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-09"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-10"}, "sourceStats": {"recordCount": 2.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 3.0}},
-            ],
-            [
-                # Read after 2022-05-08. The first state is expected to be skipped as empty. So, subsequent reads will start with the second state message.
-                [
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-09"}},
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-10"},
-                        "sourceStats": {"recordCount": 2.0},
-                    },
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-12"},
-                        "sourceStats": {"recordCount": 3.0},
-                    },
-                ],
-                # Read after 2022-05-10. This is the second (last) subsequent read.
-                [
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-10"},
-                        "sourceStats": {"recordCount": 2.0},
-                    },
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-12"},
-                        "sourceStats": {"recordCount": 3.0},
-                    },
-                ],
-            ],
-            IncrementalConfig(),
-            does_not_raise(),
-            id="test_incremental_with_4_states_with_state_variation_checked",
-        ),
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-10"}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 0.0}},
-            ],
-            [[]],
-            IncrementalConfig(),
-            does_not_raise(),
-            id="test_incremental_no_records_on_first_read_skips_stream",
-        ),
-        pytest.param(
-            [
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-07"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-09"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-            ],
-            [[]],
-            IncrementalConfig(),
-            does_not_raise(),
-            id="test_incremental_no_states_on_first_read_skips_stream",
-        ),
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-07"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-13"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-13"}, "sourceStats": {"recordCount": 2.0}},
-            ],
-            [
-                [
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-08"},
-                        "sourceStats": {"recordCount": 2.0},
-                    },
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-                    {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-13"}},
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-13"},
-                        "sourceStats": {"recordCount": 2.0},
-                    },
-                ],
-                [
-                    {
-                        "type": Type.STATE,
-                        "name": "test_stream",
-                        "stream_state": {"date": "2022-05-13"},
-                        "sourceStats": {"recordCount": 2.0},
-                    },
-                ],
-            ],
-            IncrementalConfig(),
-            does_not_raise(),
-            id="test_first_incremental_only_younger_records",
-        ),
-        # pytest.param(
-        #     [
-        #         {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-04"}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-05"}},
-        #         {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-05"}, "sourceStats": {"recordCount": 2.0}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-07"}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-        #         {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-        #         {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-        #         {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 3.0}},
-        #     ],
-        #     [
-        #         [
-        #             {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-04"}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-05"}},
-        #             {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-05"}, "sourceStats": {"recordCount": 2.0}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-07"}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-        #             {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-10"}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-11"}},
-        #             {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-12"}},
-        #             {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 3.0}},
-        #         ]
-        #     ],
-        #     IncrementalConfig(),
-        #     pytest.raises(AssertionError, match="Records for subsequent reads with new state should be different"),
-        #     id="test_incremental_returns_identical",
-        # ),
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-07"}},
-                {"type": Type.RECORD, "name": "test_stream", "data": {"date": "2022-05-08"}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-            ],
-            [
-                [],
-            ],
-            IncrementalConfig(),
-            does_not_raise(),
-            id="test_incremental_with_empty_second_read",
-        ),
-    ],
-)
-async def test_per_stream_read_with_multiple_states(mocker, first_records, subsequent_records, inputs, expected_error):
-    catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream(
-                    name="test_stream",
-                    json_schema={"type": "object", "properties": {"date": {"type": "date"}}},
-                    supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental],
-                ),
-                sync_mode=SyncMode.incremental,
-                destination_sync_mode=DestinationSyncMode.overwrite,
-                cursor_field=["date"],
-            )
-        ]
-    )
-
-    call_read_output_messages = [
-        build_per_stream_state_message(
-            descriptor=StreamDescriptor(name=record["name"]),
-            stream_state=record["stream_state"],
-            data=record.get("data", None),
-            source_stats=record.get("sourceStats"),
-        )
-        if record["type"] == Type.STATE
-        else build_record_message(record["name"], record["data"])
-        for record in list(first_records)
-    ]
-    call_read_with_state_output_messages = [
-        [
-            build_per_stream_state_message(
-                descriptor=StreamDescriptor(name=record["name"]),
-                stream_state=record["stream_state"],
-                data=record.get("data", None),
-                source_stats=record.get("sourceStats"),
-            )
-            if record["type"] == Type.STATE
-            else build_record_message(stream=record["name"], data=record["data"])
-            for record in state_records_group
-        ]
-        for state_records_group in list(subsequent_records)
-    ]
-
-    docker_runner_mock = MagicMock()
-    docker_runner_mock.call_read = mocker.AsyncMock(return_value=call_read_output_messages)
-    docker_runner_mock.call_read_with_state = mocker.AsyncMock(side_effect=call_read_with_state_output_messages)
-
-    t = _TestIncremental()
-    # test if skipped
-    with expected_error:
-        await t.test_read_sequential_slices(
-            connector_config=MagicMock(),
-            configured_catalog_for_incremental=catalog,
-            docker_runner=docker_runner_mock,
-            inputs=inputs,
-            client_container=None,
-            client_container_config=None,
-            detailed_logger=Logger("test"),
-        )
-
-
-@pytest.mark.parametrize(
-    "non_unique_states, expected_unique_states, expected_record_count_per_state",
-    [
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-            ],
-            [],
-            [],
-            id="combine_three_duplicates_into_a_single_state_message",
-        ),
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 0.0}},
-            ],
-            [{"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}}],
-            [0.0],
-            id="multiple_equal_states_with_different_sourceStats_considered_to_be_equal",
-        ),
-        pytest.param(
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 0.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-10"}, "sourceStats": {"recordCount": 7.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 3.0}},
-            ],
-            [
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-08"}, "sourceStats": {"recordCount": 2.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-10"}, "sourceStats": {"recordCount": 7.0}},
-                {"type": Type.STATE, "name": "test_stream", "stream_state": {"date": "2022-05-12"}, "sourceStats": {"recordCount": 3.0}},
-            ],
-            [10.0, 3.0, 0.0],
-        ),
-    ],
-)
-async def test_get_unique_state_messages(non_unique_states, expected_unique_states, expected_record_count_per_state):
-    non_unique_states = [
-        build_per_stream_state_message(
-            descriptor=StreamDescriptor(name=state["name"]),
-            stream_state=state["stream_state"],
-            data=state.get("data", None),
-            source_stats=state.get("sourceStats"),
-        )
-        for state in non_unique_states
-    ]
-    expected_unique_states = [
-        build_per_stream_state_message(
-            descriptor=StreamDescriptor(name=state["name"]),
-            stream_state=state["stream_state"],
-            data=state.get("data", None),
-            source_stats=state.get("sourceStats"),
-        )
-        for state in expected_unique_states
-    ]
-    actual_unique_states = _TestIncremental()._get_unique_state_messages_with_record_count(non_unique_states)
-    assert len(actual_unique_states) == len(expected_unique_states)
-
-    if len(expected_unique_states):
-        for actual_state_data, expected_state, expected_record_count in zip(
-            actual_unique_states, expected_unique_states, expected_record_count_per_state
-        ):
-            actual_state, actual_record_count = actual_state_data
-            assert actual_state == expected_state
-            assert actual_record_count == expected_record_count
-
-
-async def test_config_skip_test(mocker):
-    docker_runner_mock = MagicMock()
-    docker_runner_mock.call_read = mocker.AsyncMock(return_value=[])
-    t = _TestIncremental()
-    with patch.object(pytest, "skip", return_value=None):
-        await t.test_read_sequential_slices(
-            inputs=IncrementalConfig(skip_comprehensive_incremental_tests=True),
-            connector_config=MagicMock(),
-            configured_catalog_for_incremental=ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream(
-                            name="test_stream",
-                            json_schema={"type": "object", "properties": {"date": {"type": "date"}}},
-                            supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental],
-                        ),
-                        sync_mode=SyncMode.incremental,
-                        destination_sync_mode=DestinationSyncMode.overwrite,
-                        cursor_field=["date"],
-                    )
-                ]
-            ),
-            docker_runner=docker_runner_mock,
-            client_container=None,
-            client_container_config=None,
-            detailed_logger=Logger("test"),
-        )
-
-    # This is guaranteed to fail when the test gets executed
-    docker_runner_mock.call_read.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "read_output, inputs, abnormal_state, json_schema, expectation",
-    [
-        pytest.param(
-            [],
-            IncrementalConfig(future_state=FutureStateConfig(cursor_format=FutureStateCursorFormatConfiguration())),
-            [],
-            {"type": "object", "properties": {"date": {"type": "str"}}},
-            pytest.raises(AssertionError),
-            id="Error because incremental stream should always emit state messages",
-        ),
-        pytest.param(
-            [
-                AirbyteMessage(
-                    type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"date": "2022-10-04"}, emitted_at=111)
-                ),
-                AirbyteMessage(
-                    type=Type.STATE,
-                    state=AirbyteStateMessage(
-                        type=AirbyteStateType.STREAM,
-                        stream=AirbyteStreamState(
-                            stream_descriptor=StreamDescriptor(name="test_stream"),
-                            stream_state=AirbyteStateBlob.parse_obj({"date": "2022-10-04"}),
-                        ),
-                        data={"date": "2022-10-04"},
-                    ),
-                ),
-            ],
-            IncrementalConfig(future_state=FutureStateConfig(cursor_format=FutureStateCursorFormatConfiguration())),
-            [],
-            {"type": "object", "properties": {"date": {"type": "str"}}},
-            pytest.raises(AssertionError),
-            id="Error because incremental sync with abnormally large state value should not produce record.",
-        ),
-        pytest.param(
-            [
-                AirbyteMessage(
-                    type=Type.STATE,
-                    state=AirbyteStateMessage(
-                        type=AirbyteStateType.STREAM,
-                        stream=AirbyteStreamState(
-                            stream_descriptor=StreamDescriptor(name="test_stream"),
-                            stream_state=AirbyteStateBlob.parse_obj({"date": "2022-10-04"}),
-                        ),
-                        data={"date": "2022-10-04"},
-                    ),
-                )
-            ],
-            IncrementalConfig(future_state=FutureStateConfig(cursor_format=FutureStateCursorFormatConfiguration())),
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_descriptor": {"name": "test_stream"},
-                        "stream_state": {"states": [{"partition": {}, "cursor": {"date": "2222-10-12"}}]},
-                    },
-                }
-            ],
-            {"type": "object", "properties": {"date": {"type": "str"}}},
-            does_not_raise(),
-        ),
-        pytest.param(
-            [
-                AirbyteMessage(
-                    type=Type.STATE,
-                    state=AirbyteStateMessage(
-                        type=AirbyteStateType.STREAM,
-                        stream=AirbyteStreamState(
-                            stream_descriptor=StreamDescriptor(name="test_stream"),
-                            stream_state=AirbyteStateBlob.parse_obj({"date": "2022-10-04"}),
-                        ),
-                        data={"date": "2022-10-04"},
-                    ),
-                )
-            ],
-            IncrementalConfig(
-                future_state=FutureStateConfig(cursor_format=FutureStateCursorFormatConfiguration(format="^\\d{4}-\\d{2}-\\d{2}$"))
-            ),
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_descriptor": {"name": "test_stream"},
-                        "stream_state": {"states": [{"partition": {}, "cursor": {"date": "2222-10-12"}}]},
-                    },
-                }
-            ],
-            {"type": "object", "properties": {"date": {"type": "str"}}},
-            does_not_raise(),
-        ),
-        pytest.param(
-            [
-                AirbyteMessage(
-                    type=Type.STATE,
-                    state=AirbyteStateMessage(
-                        type=AirbyteStateType.STREAM,
-                        stream=AirbyteStreamState(
-                            stream_descriptor=StreamDescriptor(name="test_stream"),
-                            stream_state=AirbyteStateBlob.parse_obj({"date": "2022-10-04"}),
-                        ),
-                        data={"date": "2022-10-04"},
-                    ),
-                )
-            ],
-            IncrementalConfig(future_state=FutureStateConfig(cursor_format=FutureStateCursorFormatConfiguration())),
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_descriptor": {"name": "test_stream"},
-                        "stream_state": {"states": [{"partition": {}, "cursor": {"date": "2222-05-08T03:04:45.139-0700"}}]},
-                    },
-                }
-            ],
-            {"type": "object", "properties": {"date": {"type": "str"}}},
-            pytest.raises(AssertionError),
-            id="Error because cursor formats do not match.",
-        ),
-        pytest.param(
-            [
-                AirbyteMessage(
-                    type=Type.STATE,
-                    state=AirbyteStateMessage(
-                        type=AirbyteStateType.STREAM,
-                        stream=AirbyteStreamState(
-                            stream_descriptor=StreamDescriptor(name="test_stream"),
-                            stream_state=AirbyteStateBlob.parse_obj({"date": 10000000}),
-                        ),
-                        data={"date": 10000000},
-                    ),
-                )
-            ],
-            IncrementalConfig(future_state=FutureStateConfig(cursor_format=FutureStateCursorFormatConfiguration())),
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_descriptor": {"name": "test_stream"},
-                        "stream_state": {"states": [{"partition": {}, "cursor": {"date": 10000000.0}}]},
-                    },
-                }
-            ],
-            {"type": "object", "properties": {"date": {"type": ["int", "null"]}}},
-            pytest.raises(AssertionError),
-            id="Error because cursor numeric types do not match.",
-        ),
-    ],
-)
-async def test_state_with_abnormally_large_values(mocker, read_output, inputs, abnormal_state, json_schema, expectation):
-    docker_runner_mock = mocker.MagicMock()
-    docker_runner_mock.call_read_with_state = mocker.AsyncMock(return_value=read_output)
-    t = _TestIncremental()
-    with expectation:
-        await t.test_state_with_abnormally_large_values(
-            inputs,
-            connector_config=mocker.MagicMock(),
-            configured_catalog=ConfiguredAirbyteCatalog(
-                streams=[
-                    ConfiguredAirbyteStream(
-                        stream=AirbyteStream(
-                            name="test_stream",
-                            json_schema=json_schema,
-                            supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental],
-                        ),
-                        sync_mode=SyncMode.incremental,
-                        destination_sync_mode=DestinationSyncMode.overwrite,
-                        cursor_field=["date"],
-                    )
-                ]
-            ),
-            future_state=abnormal_state,
-            docker_runner=docker_runner_mock,
-        )
-
-
-@pytest.mark.parametrize(
-    "test_strictness_level, inputs, expect_fail, expect_skip",
-    [
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            MagicMock(future_state=MagicMock(future_state_path="my_future_state_path", missing_streams=["foo", "bar"], bypass_reason=None)),
-            False,
-            False,
-            id="high test strictness level, future_state_path and missing streams are defined: run the test.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            MagicMock(future_state=MagicMock(future_state_path="my_future_state_path", missing_streams=["foo", "bar"], bypass_reason=None)),
-            False,
-            False,
-            id="low test strictness level, future_state_path and missing_streams are defined: run the test.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            MagicMock(future_state=MagicMock(future_state_path=None, bypass_reason=None)),
-            True,
-            False,
-            id="high test strictness level, future_state_path and missing streams are defined: fail the test.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            MagicMock(future_state=MagicMock(future_state_path=None, bypass_reason=None)),
-            False,
-            True,
-            id="low test strictness level, future_state_path not defined: skip the test.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            MagicMock(future_state=MagicMock(bypass_reason="valid bypass reason")),
-            False,
-            True,
-            id="high test strictness level, bypass_reason: skip test.",
-        ),
-    ],
-)
-def test_future_state_configuration_fixture(mocker, test_strictness_level, inputs, expect_fail, expect_skip):
-    mocker.patch.object(test_incremental.pytest, "fail")
-    mocker.patch.object(test_incremental.pytest, "skip")
-    output = future_state_configuration_fixture.__wrapped__(inputs, "base_path", test_strictness_level)
-    if not expect_fail and not expect_skip:
-        assert output == (Path("base_path/my_future_state_path"), ["foo", "bar"])
-    if expect_fail:
-        test_incremental.pytest.fail.assert_called_once()
-        test_incremental.pytest.skip.assert_not_called()
-    if expect_skip:
-        test_incremental.pytest.skip.assert_called_once()
-        test_incremental.pytest.fail.assert_not_called()
-
-
-TEST_AIRBYTE_STREAM_A = AirbyteStream(
-    name="test_stream_a", json_schema={"k": "v"}, supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental]
-)
-TEST_AIRBYTE_STREAM_B = AirbyteStream(
-    name="test_stream_b", json_schema={"k": "v"}, supported_sync_modes=[SyncMode.full_refresh, SyncMode.incremental]
-)
-
-TEST_CONFIGURED_AIRBYTE_STREAM_A = ConfiguredAirbyteStream(
-    stream=TEST_AIRBYTE_STREAM_A,
-    sync_mode=SyncMode.incremental,
-    destination_sync_mode=DestinationSyncMode.overwrite,
-)
-
-TEST_CONFIGURED_AIRBYTE_STREAM_B = ConfiguredAirbyteStream(
-    stream=TEST_AIRBYTE_STREAM_B,
-    sync_mode=SyncMode.incremental,
-    destination_sync_mode=DestinationSyncMode.overwrite,
-)
-
-
-TEST_CONFIGURED_CATALOG = ConfiguredAirbyteCatalog(streams=[TEST_CONFIGURED_AIRBYTE_STREAM_A, TEST_CONFIGURED_AIRBYTE_STREAM_B])
-
-
-@pytest.mark.parametrize(
-    "test_strictness_level, configured_catalog, states, missing_streams, expect_fail",
-    [
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_state": {"airbytehq/integration-test": {"updated_at": "2121-06-30T10:22:10Z"}},
-                        "stream_descriptor": {"name": "test_stream_a"},
-                    },
-                }
-            ],
-            [EmptyStreamConfiguration(name="test_stream_b", bypass_reason="no good reason")],
-            False,
-            id="High test strictness level, all missing streams are declared with bypass reason: does not fail.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_state": {"airbytehq/integration-test": {"updated_at": "2121-06-30T10:22:10Z"}},
-                        "stream_descriptor": {"name": "test_stream_a"},
-                    },
-                }
-            ],
-            [EmptyStreamConfiguration(name="test_stream_b")],
-            True,
-            id="High test strictness level, missing streams are declared without bypass reason: fail.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_state": {"airbytehq/integration-test": {"updated_at": "2121-06-30T10:22:10Z"}},
-                        "stream_descriptor": {"name": "test_stream_a"},
-                    },
-                }
-            ],
-            [EmptyStreamConfiguration(name="test_stream_b")],
-            False,
-            id="Low test strictness level, missing streams are declared without bypass reason: does fail.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.high,
-            TEST_CONFIGURED_CATALOG,
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_state": {"airbytehq/integration-test": {"updated_at": "2121-06-30T10:22:10Z"}},
-                        "stream_descriptor": {"name": "test_stream_a"},
-                    },
-                }
-            ],
-            [],
-            True,
-            id="High test strictness level, missing streams are not declared: fail.",
-        ),
-        pytest.param(
-            Config.TestStrictnessLevel.low,
-            TEST_CONFIGURED_CATALOG,
-            [
-                {
-                    "type": "STREAM",
-                    "stream": {
-                        "stream_state": {"airbytehq/integration-test": {"updated_at": "2121-06-30T10:22:10Z"}},
-                        "stream_descriptor": {"name": "test_stream_a"},
-                    },
-                }
-            ],
-            [],
-            False,
-            id="Low test strictness level, missing streams are not declared: does not fail.",
-        ),
-    ],
-)
-def test_future_state_fixture(tmp_path, mocker, test_strictness_level, configured_catalog, states, missing_streams, expect_fail):
-    mocker.patch.object(test_incremental.pytest, "fail")
-    future_state_path = tmp_path / "abnormal_states.json"
-    with open(future_state_path, "w") as f:
-        json.dump(states, f)
-    future_state_configuration = (future_state_path, missing_streams)
-    output = future_state_fixture.__wrapped__(future_state_configuration, test_strictness_level, configured_catalog)
-    assert output == states
-    if expect_fail:
-        test_incremental.pytest.fail.assert_called_once()
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_json_schema_helper.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_json_schema_helper.py
deleted file mode 100644
index 8cfcd6d21bb7..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_json_schema_helper.py
+++ /dev/null
@@ -1,283 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from enum import Enum
-from typing import Any, Iterable, List, Text, Tuple, Union
-
-import pendulum
-import pytest
-from connector_acceptance_test.utils.json_schema_helper import JsonSchemaHelper, get_expected_schema_structure, get_object_structure
-from pydantic import BaseModel
-
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStream,
-    ConfiguredAirbyteStream,
-    DestinationSyncMode,
-    SyncMode,
-    Type,
-)
-
-
-def records_with_state(records, state, stream_mapping, state_cursor_paths) -> Iterable[Tuple[Any, Any, Any]]:
-    """Iterate over records and return cursor value with corresponding cursor value from state"""
-
-    for record in records:
-        stream_name = record.record.stream
-        stream = stream_mapping[stream_name]
-        helper = JsonSchemaHelper(schema=stream.stream.json_schema)
-        cursor_field = helper.field(stream.cursor_field)
-        record_value = cursor_field.parse(record=record.record.data)
-        try:
-            if state[stream_name] is None:
-                continue
-
-            # first attempt to parse the state value assuming the state object is namespaced on stream names
-            state_value = cursor_field.parse(record=state[stream_name], path=state_cursor_paths[stream_name])
-        except KeyError:
-            try:
-                # try second time as an absolute path in state file (i.e. bookmarks -> stream_name -> column -> value)
-                state_value = cursor_field.parse(record=state, path=state_cursor_paths[stream_name])
-            except KeyError:
-                continue
-        yield record_value, state_value, stream_name
-
-
-@pytest.fixture(name="simple_state")
-def simple_state_fixture():
-    return {
-        "my_stream": {
-            "id": 11,
-            "ts_created": "2014-01-01T22:03:11",
-            "ts_updated": "2015-01-01T22:03:11",
-        }
-    }
-
-
-@pytest.fixture(name="none_state")
-def none_state_fixture():
-    return {"my_stream": None}
-
-
-@pytest.fixture(name="nested_state")
-def nested_state_fixture(simple_state):
-    return {"my_stream": {"some_account_id": simple_state["my_stream"]}}
-
-
-@pytest.fixture(name="singer_state")
-def singer_state_fixture(simple_state):
-    return {"bookmarks": simple_state}
-
-
-@pytest.fixture(name="stream_schema")
-def stream_schema_fixture():
-    return {
-        "$schema": "http://json-schema.org/draft-07/schema#",
-        "type": "object",
-        "properties": {
-            "id": {"type": "integer"},
-            "ts_created": {"type": "string", "format": "datetime"},
-            "nested": {"type": "object", "properties": {"ts_updated": {"type": "string", "format": "date"}}},
-        },
-    }
-
-
-@pytest.fixture(name="stream_mapping")
-def stream_mapping_fixture(stream_schema):
-    return {
-        "my_stream": ConfiguredAirbyteStream(
-            stream=AirbyteStream(name="my_stream", json_schema=stream_schema, supported_sync_modes=[SyncMode.full_refresh]),
-            sync_mode=SyncMode.full_refresh,
-            destination_sync_mode=DestinationSyncMode.append,
-        )
-    }
-
-
-@pytest.fixture(name="records")
-def records_fixture():
-    return [
-        AirbyteMessage(
-            type=Type.RECORD,
-            record=AirbyteRecordMessage(
-                stream="my_stream",
-                data={"id": 1, "ts_created": "2015-11-01T22:03:11", "nested": {"ts_updated": "2015-05-01"}},
-                emitted_at=0,
-            ),
-        )
-    ]
-
-
-def test_simple_path(records, stream_mapping, simple_state):
-    stream_mapping["my_stream"].cursor_field = ["id"]
-    paths = {"my_stream": ["id"]}
-
-    result = records_with_state(records=records, state=simple_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    record_value, state_value, stream_name = next(result)
-
-    assert record_value == 1, "record value must be correctly found"
-    assert state_value == 11, "state value must be correctly found"
-
-
-def test_nested_path(records, stream_mapping, nested_state):
-    stream_mapping["my_stream"].cursor_field = ["nested", "ts_updated"]
-    paths = {"my_stream": ["some_account_id", "ts_updated"]}
-
-    result = records_with_state(records=records, state=nested_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    record_value, state_value, stream_name = next(result)
-
-    assert record_value == pendulum.datetime(2015, 5, 1), "record value must be correctly found"
-    assert state_value == pendulum.datetime(2015, 1, 1, 22, 3, 11), "state value must be correctly found"
-
-
-def test_absolute_path(records, stream_mapping, singer_state):
-    stream_mapping["my_stream"].cursor_field = ["ts_created"]
-    paths = {"my_stream": ["bookmarks", "my_stream", "ts_created"]}
-
-    result = records_with_state(records=records, state=singer_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    record_value, state_value, stream_name = next(result)
-
-    assert record_value == pendulum.datetime(2015, 11, 1, 22, 3, 11), "record value must be correctly found"
-    assert state_value == pendulum.datetime(2014, 1, 1, 22, 3, 11), "state value must be correctly found"
-
-
-def test_none_state(records, stream_mapping, none_state):
-    stream_mapping["my_stream"].cursor_field = ["ts_created"]
-    paths = {"my_stream": ["unknown", "ts_created"]}
-
-    result = records_with_state(records=records, state=none_state, stream_mapping=stream_mapping, state_cursor_paths=paths)
-    assert next(result, None) is None
-
-
-def test_json_schema_helper_pydantic_generated():
-    class E(str, Enum):
-        A = "dda"
-        B = "dds"
-        C = "ddf"
-
-    class E2(BaseModel):
-        e2: str
-
-    class C(BaseModel):
-        aaa: int
-        e: Union[E, E2]
-
-    class A(BaseModel):
-        sdf: str
-        sss: str
-        c: C
-
-    class B(BaseModel):
-        name: str
-        surname: str
-
-    class Root(BaseModel):
-        f: Union[A, B]
-
-    js_helper = JsonSchemaHelper(Root.schema())
-    variant_paths = js_helper.find_nodes(keys=["anyOf", "oneOf"])
-    assert len(variant_paths) == 2
-    assert variant_paths == [["properties", "f", "anyOf"], ["definitions", "C", "properties", "e", "anyOf"]]
-    # TODO: implement validation for pydantic generated objects as well
-    # js_helper.validate_variant_paths(variant_paths)
-
-
-@pytest.mark.parametrize(
-    "object, paths",
-    [
-        ({}, []),
-        ({"a": 12}, ["/a"]),
-        ({"a": {"b": 12}}, ["/a", "/a/b"]),
-        ({"a": {"b": 12}, "c": 45}, ["/a", "/a/b", "/c"]),
-        (
-            {"a": [{"b": 12}]},
-            ["/a", "/a/[]", "/a/[]/b"],
-        ),
-        ({"a": [{"b": 12}, {"b": 15}]}, ["/a", "/a/[]", "/a/[]/b"]),
-        ({"a": [[[{"b": 12}, {"b": 15}]]]}, ["/a", "/a/[]", "/a/[]/[]", "/a/[]/[]/[]", "/a/[]/[]/[]/b"]),
-    ],
-)
-def test_get_object_strucutre(object, paths):
-    assert get_object_structure(object) == paths
-
-
-@pytest.mark.parametrize(
-    "schema, paths",
-    [
-        ({"type": "object", "properties": {"a": {"type": "string"}}}, ["/a"]),
-        ({"properties": {"a": {"type": "string"}}}, ["/a"]),
-        ({"type": "object", "properties": {"a": {"type": "string"}, "b": {"type": "number"}}}, ["/a", "/b"]),
-        (
-            {
-                "type": "object",
-                "properties": {"a": {"type": "string"}, "b": {"$ref": "#definitions/b_type"}},
-                "definitions": {"b_type": {"type": "number"}},
-            },
-            ["/a", "/b"],
-        ),
-        ({"type": "object", "oneOf": [{"properties": {"a": {"type": "string"}}}, {"properties": {"b": {"type": "string"}}}]}, ["/a", "/b"]),
-        # Some of pydantic generatec schemas have anyOf keyword
-        ({"type": "object", "anyOf": [{"properties": {"a": {"type": "string"}}}, {"properties": {"b": {"type": "string"}}}]}, ["/a", "/b"]),
-        (
-            {"type": "array", "items": {"oneOf": [{"properties": {"a": {"type": "string"}}}, {"properties": {"b": {"type": "string"}}}]}},
-            ["/[]/a", "/[]/b"],
-        ),
-        # There could be an object with any properties with specific type
-        ({"type": "object", "properties": {"a": {"type": "object", "additionalProperties": {"type": "string"}}}}, ["/a"]),
-        # Array with no item type specified
-        ({"type": "array"}, ["/[]"]),
-        ({"type": "array", "items": {"type": "object", "additionalProperties": {"type": "string"}}}, ["/[]"]),
-    ],
-)
-def test_get_expected_schema_structure(schema, paths):
-    assert paths == get_expected_schema_structure(schema)
-
-
-@pytest.mark.parametrize(
-    "keys, num_paths, last_value",
-    [
-        (["description"], 1, "Tests that keys can be found inside lists of dicts"),
-        (["option1"], 2, {"a_key": "a_value"}),
-        (["option2"], 1, ["value1", "value2"]),
-        (["nonexistent_key"], 0, None),
-        (["option1", "option2"], 3, ["value1", "value2"]),
-    ],
-)
-def test_find_and_get_nodes(keys: List[Text], num_paths: int, last_value: Any):
-    schema = {
-        "title": "Key_inside_oneOf",
-        "description": "Tests that keys can be found inside lists of dicts",
-        "type": "object",
-        "properties": {
-            "credentials": {
-                "type": "object",
-                "oneOf": [
-                    {
-                        "type": "object",
-                        "properties": {
-                            "common": {"type": "string", "const": "option1", "default": "option1"},
-                            "option1": {"type": "string"},
-                        },
-                    },
-                    {
-                        "type": "object",
-                        "properties": {
-                            "common": {"type": "string", "const": "option2", "default": "option2"},
-                            "option1": {"a_key": "a_value"},
-                            "option2": ["value1", "value2"],
-                        },
-                    },
-                ],
-            }
-        },
-    }
-    schema_helper = JsonSchemaHelper(schema)
-    variant_paths = schema_helper.find_nodes(keys=keys)
-    assert len(variant_paths) == num_paths
-
-    if variant_paths:
-        values_at_nodes = []
-        for path in variant_paths:
-            values_at_nodes.append(schema_helper.get_node(path))
-        assert last_value in values_at_nodes
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_plugin.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_plugin.py
deleted file mode 100644
index 80ac4d0459b2..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_plugin.py
+++ /dev/null
@@ -1,123 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import pytest
-from connector_acceptance_test import config, plugin
-
-
-HIGH_TEST_STRICTNESS_LEVEL = config.Config.TestStrictnessLevel.high
-LOW_TEST_STRICTNESS_LEVEL = config.Config.TestStrictnessLevel.low
-
-PARAMETRIZE_ACTION = plugin.TestAction.PARAMETRIZE
-SKIP_ACTION = plugin.TestAction.SKIP
-FAIL_ACTION = plugin.TestAction.FAIL
-
-
-class MyTestClass:
-    def dumb_test_function(self):
-        assert 2 > 1
-
-
-@pytest.mark.parametrize(
-    "parametrize_skip_or_fail_return",
-    [(PARAMETRIZE_ACTION, "parametrize reason"), (SKIP_ACTION, "skip reason"), (FAIL_ACTION, "fail_reason")],
-)
-def test_pytest_generate_tests(mocker, parametrize_skip_or_fail_return):
-    test_config = config.Config(
-        connector_image="foo",
-        acceptance_tests=config.AcceptanceTestConfigurations(spec=config.GenericTestConfig(tests=[config.SpecTestConfig()])),
-    )
-    mocker.patch.object(plugin.pytest, "skip")
-    mocker.patch.object(plugin.pytest, "fail")
-    mocker.patch.object(plugin, "parametrize_skip_or_fail", mocker.Mock(return_value=parametrize_skip_or_fail_return))
-    mocker.patch.object(plugin, "load_config", mocker.Mock(return_value=test_config))
-    metafunc_mock = mocker.Mock(
-        fixturenames=["inputs"],
-        function=mocker.Mock(__name__="test_function"),
-        cls=mocker.Mock(config_key=mocker.Mock(return_value="spec"), __name__="MyTest"),
-    )
-    plugin.pytest_generate_tests(metafunc_mock)
-    action, reason = parametrize_skip_or_fail_return
-    if action == PARAMETRIZE_ACTION:
-        metafunc_mock.parametrize.assert_called_once_with("inputs", test_config.acceptance_tests.spec.tests)
-    if action == SKIP_ACTION:
-        plugin.pytest.skip.assert_called_once_with(reason)
-    if action == FAIL_ACTION:
-        plugin.pytest.fail.assert_called_once_with(reason)
-
-
-@pytest.mark.parametrize(
-    "TestClass, test_class_MANDATORY_FOR_TEST_STRICTNESS_LEVELS, global_test_mode, test_configuration, expected_action, expected_reason",
-    [
-        pytest.param(
-            MyTestClass,
-            (HIGH_TEST_STRICTNESS_LEVEL),
-            HIGH_TEST_STRICTNESS_LEVEL,
-            None,
-            FAIL_ACTION,
-            f"MyTestClass.dumb_test_function failed: it was not configured but must be according to the current TestStrictnessLevel.high test strictness level.",
-            id="Discovered test is mandatory in high test strictness level, we're in high test strictness level, it was not configured: FAIL",
-        ),
-        pytest.param(
-            MyTestClass,
-            (HIGH_TEST_STRICTNESS_LEVEL),
-            LOW_TEST_STRICTNESS_LEVEL,
-            None,
-            SKIP_ACTION,
-            "Skipping MyTestClass.dumb_test_function: not found in the config.",
-            id="Discovered test is mandatory in high test strictness level, we are in low strictness level, it is not configured: SKIP",
-        ),
-        pytest.param(
-            MyTestClass,
-            set(),
-            HIGH_TEST_STRICTNESS_LEVEL,
-            None,
-            SKIP_ACTION,
-            "Skipping MyTestClass.dumb_test_function: not found in the config.",
-            id="Discovered test is not mandatory in any test strictness level, it was not configured: SKIP",
-        ),
-        pytest.param(
-            MyTestClass,
-            (HIGH_TEST_STRICTNESS_LEVEL),
-            HIGH_TEST_STRICTNESS_LEVEL,
-            config.GenericTestConfig(bypass_reason="A good reason."),
-            SKIP_ACTION,
-            "Skipping MyTestClass.dumb_test_function: A good reason.",
-            id="Discovered test is mandatory in high test strictness level, a bypass reason was provided: SKIP",
-        ),
-        pytest.param(
-            MyTestClass,
-            (HIGH_TEST_STRICTNESS_LEVEL),
-            LOW_TEST_STRICTNESS_LEVEL,
-            config.GenericTestConfig(bypass_reason="A good reason."),
-            SKIP_ACTION,
-            "Skipping MyTestClass.dumb_test_function: A good reason.",
-            id="Discovered test is mandatory in high test strictness level, we are in low test strictness level, a bypass reason was provided: SKIP (with bypass reason shown)",
-        ),
-        pytest.param(
-            MyTestClass,
-            (HIGH_TEST_STRICTNESS_LEVEL),
-            HIGH_TEST_STRICTNESS_LEVEL,
-            config.GenericTestConfig(tests=[config.SpecTestConfig()]),
-            PARAMETRIZE_ACTION,
-            "Parametrize MyTestClass.dumb_test_function: tests are configured.",
-            id="[High test strictness level] Discovered test is configured: PARAMETRIZE",
-        ),
-        pytest.param(
-            MyTestClass,
-            (HIGH_TEST_STRICTNESS_LEVEL),
-            LOW_TEST_STRICTNESS_LEVEL,
-            config.GenericTestConfig(tests=[config.SpecTestConfig()]),
-            PARAMETRIZE_ACTION,
-            "Parametrize MyTestClass.dumb_test_function: tests are configured.",
-            id="[Low test strictness level] Discovered test is configured: PARAMETRIZE",
-        ),
-    ],
-)
-def test_parametrize_skip_or_fail(
-    TestClass, test_class_MANDATORY_FOR_TEST_STRICTNESS_LEVELS, global_test_mode, test_configuration, expected_action, expected_reason
-):
-    TestClass.MANDATORY_FOR_TEST_STRICTNESS_LEVELS = test_class_MANDATORY_FOR_TEST_STRICTNESS_LEVELS
-    test_action, reason = plugin.parametrize_skip_or_fail(TestClass, TestClass.dumb_test_function, global_test_mode, test_configuration)
-    assert (test_action, reason) == (expected_action, expected_reason)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_spec.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_spec.py
deleted file mode 100644
index 50ea4c0efa25..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_spec.py
+++ /dev/null
@@ -1,1693 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from typing import Any, Callable, Dict
-
-import pytest
-from connector_acceptance_test import conftest
-from connector_acceptance_test.tests.test_core import TestSpec as _TestSpec
-
-from airbyte_protocol.models import ConnectorSpecification
-
-from .conftest import does_not_raise
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    [
-        (
-            {
-                "connectionSpecification": {
-                    "type": "object",
-                    "properties": {
-                        "client_id": {"type": "string"},
-                        "client_secret": {"type": "string"},
-                        "access_token": {"type": "string"},
-                        "refresh_token": {"type": "string"},
-                        "$ref": None,
-                    },
-                }
-            },
-            True,
-        ),
-        (
-            {
-                "advanced_auth": {
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "Client",
-                    "oauth_config_specification": {
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {"refresh_token": {"type": "string"}, "$ref": None},
-                        }
-                    },
-                }
-            },
-            True,
-        ),
-        (
-            {
-                "advanced_auth": {
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "Client",
-                    "oauth_config_specification": {
-                        "complete_oauth_server_input_specification": {
-                            "type": "object",
-                            "properties": {"refresh_token": {"type": "string"}, "$ref": None},
-                        }
-                    },
-                }
-            },
-            True,
-        ),
-        (
-            {
-                "advanced_auth": {
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "Client",
-                    "oauth_config_specification": {
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {"refresh_token": {"type": "string"}, "$ref": None},
-                        }
-                    },
-                }
-            },
-            True,
-        ),
-        (
-            {
-                "connectionSpecification": {
-                    "type": "object",
-                    "properties": {
-                        "client_id": {"type": "string"},
-                        "client_secret": {"type": "string"},
-                        "access_token": {"type": "string"},
-                        "refresh_token": {"type": "string"},
-                    },
-                }
-            },
-            False,
-        ),
-        (
-            {
-                "connectionSpecification": {
-                    "type": "object",
-                    "properties": {
-                        "client_id": {"type": "string"},
-                        "client_secret": {"type": "string"},
-                        "access_token": {"type": "string"},
-                        "refresh_token": {"type": "string"},
-                    },
-                },
-                "advanced_auth": {
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "Client",
-                    "oauth_config_specification": {
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {"refresh_token": {"type": "string"}},
-                        }
-                    },
-                },
-            },
-            False,
-        ),
-        ({"$ref": None}, True),
-        ({"properties": {"user": {"$ref": None}}}, True),
-        ({"properties": {"user": {"$ref": "user.json"}}}, True),
-        ({"properties": {"user": {"type": "object", "properties": {"username": {"type": "string"}}}}}, False),
-        ({"properties": {"fake_items": {"type": "array", "items": {"$ref": "fake_item.json"}}}}, True),
-    ],
-)
-def test_ref_in_spec_schemas(connector_spec, should_fail):
-    t = _TestSpec()
-    if should_fail is True:
-        with pytest.raises(AssertionError):
-            t.test_defined_refs_exist_in_json_spec_file(connector_spec_dict=connector_spec)
-    else:
-        t.test_defined_refs_exist_in_json_spec_file(connector_spec_dict=connector_spec)
-
-
-def parametrize_test_case(*test_cases: Dict[str, Any]) -> Callable:
-    """Util to wrap pytest.mark.parametrize and provider more friendlier interface.
-
-    @parametrize_test_case({"value": 10, "expected_to_fail": True}, {"value": 100, "expected_to_fail": False})
-
-    an equivalent to:
-
-    @pytest.mark.parametrize("value,expected_to_fail", [(10, True), (100, False)])
-
-    :param test_cases: list of dicts
-    :return: pytest.mark.parametrize decorator
-    """
-    all_keys = set()
-    for test_case in test_cases:
-        all_keys = all_keys.union(set(test_case.keys()))
-    all_keys.discard("test_id")
-
-    test_ids = []
-    values = []
-    for test_case in test_cases:
-        test_ids.append(test_case.pop("test_id", None))
-        values.append(tuple(test_case.get(k) for k in all_keys))
-
-    return pytest.mark.parametrize(",".join(all_keys), values, ids=test_ids)
-
-
-@parametrize_test_case(
-    {
-        "test_id": "all_good",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "select_type": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "first option"},
-                                "something": {"type": "string"},
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                "some_field": {"type": "boolean"},
-                            },
-                        },
-                    ],
-                },
-                "client_secret": {"type": "string"},
-                "access_token": {"type": "string"},
-            },
-        },
-        "should_fail": False,
-    },
-    {
-        "test_id": "all_good_nested",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "select_type": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "first option"},
-                                "something": {"type": "string"},
-                                "nest": {
-                                    "type": "object",
-                                    "oneOf": [
-                                        {"type": "object", "properties": {"t": {"type": "string", "const": "A"}}},
-                                        {"type": "object", "properties": {"t": {"type": "string", "const": "B"}}},
-                                    ],
-                                },
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                "some_field": {"type": "boolean"},
-                            },
-                        },
-                    ],
-                },
-                "client_secret": {"type": "string"},
-                "access_token": {"type": "string"},
-            },
-        },
-        "should_fail": False,
-    },
-    {
-        "test_id": "fail_nested",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "select_type": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "first option"},
-                                "something": {"type": "string"},
-                                "nest": {
-                                    "type": "object",
-                                    "oneOf": [
-                                        {"type": "object", "properties": {"t": {"type": "string", "const": "A"}}},
-                                        {"type": "string"},
-                                    ],
-                                },
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                "some_field": {"type": "boolean"},
-                            },
-                        },
-                    ],
-                },
-                "client_secret": {"type": "string"},
-                "access_token": {"type": "string"},
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "top_level_node_is_not_of_object_type",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "select_type": {
-                    "oneOf": [],
-                },
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "all_oneof_options_should_have_same_constant_attribute",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "select_type": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "wrong_title": {"type": "string", "title": "Title", "const": "first option"},
-                                "something": {"type": "string"},
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                "some_field": {"type": "boolean"},
-                            },
-                        },
-                    ],
-                },
-                "client_secret": {"type": "string"},
-                "access_token": {"type": "string"},
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "one_of_item_is_not_of_type_object",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "select_type": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "string",
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                "some_field": {"type": "boolean"},
-                            },
-                        },
-                    ],
-                },
-                "client_secret": {"type": "string"},
-                "access_token": {"type": "string"},
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "no_common_property_for_all_oneof_subobjects",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "credentials": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option1": {"type": "string"},
-                                "option2": {"type": "string"},
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "option3": {"type": "string"},
-                                "option4": {"type": "string"},
-                            },
-                        },
-                    ],
-                }
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "two_common_properties_with_const_keyword",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "credentials": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common1": {"type": "string", "const": "common1"},
-                                "common2": {"type": "string", "const": "common2"},
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common1": {"type": "string", "const": "common1"},
-                                "common2": {"type": "string", "const": "common2"},
-                            },
-                        },
-                    ],
-                }
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "default_keyword_in_common_property",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "credentials": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common": {"type": "string", "const": "option1", "default": "option1"},
-                                "option1": {"type": "string"},
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common": {"type": "string", "const": "option2", "default": "option2"},
-                                "option2": {"type": "string"},
-                            },
-                        },
-                    ],
-                }
-            },
-        },
-        "should_fail": False,
-    },
-    {
-        "test_id": "different_default_in_common_property",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "credentials": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common": {"type": "string", "const": "option1", "default": "optionX"},
-                                "option1": {"type": "string"},
-                            },
-                        }
-                    ],
-                }
-            },
-        },
-        "should_fail": True,
-    },
-    {
-        "test_id": "enum_keyword_in_common_property",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "credentials": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common": {"type": "string", "const": "option1", "enum": ["option1"]},
-                                "option1": {"type": "string"},
-                            },
-                        },
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common": {"type": "string", "const": "option2", "enum": ["option2"]},
-                                "option2": {"type": "string"},
-                            },
-                        },
-                    ],
-                }
-            },
-        },
-        "should_fail": False,
-    },
-    {
-        "test_id": "different_enum_in_common_property",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "credentials": {
-                    "type": "object",
-                    "oneOf": [
-                        {
-                            "type": "object",
-                            "properties": {
-                                "common": {"type": "string", "const": "option1", "enum": ["option1", "option2"]},
-                                "option1": {"type": "string"},
-                            },
-                        }
-                    ],
-                }
-            },
-        },
-        "should_fail": True,
-    },
-)
-def test_oneof_usage(connector_spec, should_fail):
-    t = _TestSpec()
-    if should_fail is True:
-        with pytest.raises(AssertionError):
-            t.test_oneof_usage(actual_connector_spec=ConnectorSpecification(connectionSpecification=connector_spec))
-    else:
-        t.test_oneof_usage(actual_connector_spec=ConnectorSpecification(connectionSpecification=connector_spec))
-
-
-@parametrize_test_case(
-    {
-        "test_id": "successful",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "property_with_options": {
-                    "title": "Property with options",
-                    "description": "A property in the form of an enumerated list",
-                    "type": "string",
-                    "default": "Option 1",
-                    "enum": ["Option 1", "Option 2", "Option 3"],
-                }
-            },
-        },
-        "should_fail": False,
-    },
-    {
-        "test_id": "duplicate_values",
-        "connector_spec": {
-            "type": "object",
-            "properties": {
-                "property_with_options": {
-                    "title": "Property with options",
-                    "description": "A property in the form of an enumerated list",
-                    "type": "string",
-                    "default": "Option 1",
-                    "enum": ["Option 1", "Option 2", "Option 3", "Option 2"],
-                }
-            },
-        },
-        "should_fail": True,
-    },
-)
-def test_enum_usage(connector_spec, should_fail):
-    t = _TestSpec()
-    if should_fail is True:
-        with pytest.raises(AssertionError):
-            t.test_enum_usage(actual_connector_spec=ConnectorSpecification(connectionSpecification=connector_spec))
-    else:
-        t.test_enum_usage(actual_connector_spec=ConnectorSpecification(connectionSpecification=connector_spec))
-
-
-@pytest.mark.parametrize(
-    "connector_spec, expected_error",
-    [
-        # SUCCESS: no advancedAuth specified
-        (ConnectorSpecification(connectionSpecification={}), ""),
-        # SUCCESS: empty predicate_key and oauth_config_specification
-        (
-            ConnectorSpecification(
-                connectionSpecification={"type": "object"},
-                advanced_auth={"auth_type": "oauth2.0", "oauth_config_specification": {}},
-            ),
-            "",
-        ),
-        # FAIL: Field specified in predicate_key does not exist
-        (
-            ConnectorSpecification(
-                connectionSpecification={"type": "object"},
-                advanced_auth={
-                    "auth_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                },
-            ),
-            "Specified oauth fields are missed from spec schema:",
-        ),
-        # FAIL: Field specified in oauth_user_input_from_connector_config_specification does not exist
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {
-                        "client_id": {"type": "string"},
-                        "client_secret": {"type": "string"},
-                        "access_token": {"type": "string"},
-                        "refresh_token": {"type": "string"},
-                    },
-                },
-                advanced_auth={
-                    "auth_type": "oauth2.0",
-                    "oauth_config_specification": {
-                        "oauth_user_input_from_connector_config_specification": {
-                            "type": "object",
-                            "properties": {"api_url": {"type": "string", "path_in_connector_config": ["api_url"]}},
-                        }
-                    },
-                },
-            ),
-            "Specified oauth fields are missed from spec schema:",
-        ),
-        # FAIL: Field specified in complete_oauth_output_specification does not exist
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {"authentication": {"type": "object", "properties": {"client_id": {"type": "string"}}}},
-                },
-                advanced_auth={
-                    "auth_type": "oauth2.0",
-                    "oauth_config_specification": {
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]}},
-                        }
-                    },
-                },
-            ),
-            "Specified oauth fields are missed from spec schema:",
-        ),
-        # FAIL: Field specified in complete_oauth_server_output_specification does not exist
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {"authentication": {"type": "object", "properties": {"client_id": {"type": "string"}}}},
-                },
-                advanced_auth={
-                    "auth_type": "oauth2.0",
-                    "oauth_config_specification": {
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]}},
-                        }
-                    },
-                },
-            ),
-            "Specified oauth fields are missed from spec schema:",
-        ),
-        # SUCCESS: Fields specified in advanced_auth exist in spec
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {
-                        "api_url": {"type": "object"},
-                        "credentials": {
-                            "type": "object",
-                            "properties": {
-                                "auth_type": {"type": "string", "const": "oauth2.0"},
-                                "client_id": {"type": "string"},
-                                "client_secret": {"type": "string"},
-                                "access_token": {"type": "string"},
-                                "refresh_token": {"type": "string"},
-                                "token_expiry_date": {"type": "string", "format": "date-time"},
-                            },
-                        },
-                    },
-                },
-                advanced_auth={
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "oauth2.0",
-                    "oauth_config_specification": {
-                        "oauth_user_input_from_connector_config_specification": {
-                            "type": "object",
-                            "properties": {"domain": {"type": "string", "path_in_connector_config": ["api_url"]}},
-                        },
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "access_token": {"type": "string", "path_in_connector_config": ["credentials", "access_token"]},
-                                "refresh_token": {"type": "string", "path_in_connector_config": ["credentials", "refresh_token"]},
-                                "token_expiry_date": {
-                                    "type": "string",
-                                    "format": "date-time",
-                                    "path_in_connector_config": ["credentials", "token_expiry_date"],
-                                },
-                            },
-                        },
-                        "complete_oauth_server_input_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string"}, "client_secret": {"type": "string"}},
-                        },
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]},
-                                "client_secret": {"type": "string", "path_in_connector_config": ["credentials", "client_secret"]},
-                            },
-                        },
-                    },
-                },
-            ),
-            "",
-        ),
-    ],
-)
-def test_validate_oauth_flow(connector_spec, expected_error):
-    t = _TestSpec()
-    if expected_error:
-        with pytest.raises(AssertionError, match=expected_error):
-            t.test_oauth_flow_parameters(connector_spec)
-    else:
-        t.test_oauth_flow_parameters(connector_spec)
-
-
-@pytest.mark.parametrize(
-    "connector_spec, expected_error",
-    [
-        # FAIL: OAuth is not default
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {
-                        "api_url": {"type": "string"},
-                        "credentials": {
-                            "type": "object",
-                            "oneOf": [
-                                {
-                                    "type": "object",
-                                    "properties": {
-                                        "auth_type": {"type": "string", "const": "access_token"},
-                                        "access_token": {
-                                            "type": "string",
-                                        },
-                                    },
-                                },
-                                {
-                                    "type": "object",
-                                    "properties": {
-                                        "auth_type": {"type": "string", "const": "oauth2.0"},
-                                        "client_id": {"type": "string"},
-                                        "client_secret": {"type": "string"},
-                                        "access_token": {"type": "string"},
-                                        "token_expiry_date": {
-                                            "type": "string",
-                                        },
-                                        "refresh_token": {
-                                            "type": "string",
-                                        },
-                                    },
-                                },
-                            ],
-                        },
-                    },
-                },
-                advanced_auth={
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "oauth2.0",
-                    "oauth_config_specification": {
-                        "oauth_user_input_from_connector_config_specification": {
-                            "type": "object",
-                            "properties": {"domain": {"type": "string", "path_in_connector_config": ["api_url"]}},
-                        },
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "access_token": {"type": "string", "path_in_connector_config": ["credentials", "access_token"]},
-                                "refresh_token": {"type": "string", "path_in_connector_config": ["credentials", "refresh_token"]},
-                                "token_expiry_date": {
-                                    "type": "string",
-                                    "format": "date-time",
-                                    "path_in_connector_config": ["credentials", "token_expiry_date"],
-                                },
-                            },
-                        },
-                        "complete_oauth_server_input_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string"}, "client_secret": {"type": "string"}},
-                        },
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]},
-                                "client_secret": {"type": "string", "path_in_connector_config": ["credentials", "client_secret"]},
-                            },
-                        },
-                    },
-                },
-            ),
-            "Oauth method should be a default option. Current default method is access_token.",
-        ),
-        # SUCCESS: Oauth is default
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {
-                        "api_url": {"type": "string"},
-                        "credentials": {
-                            "type": "object",
-                            "oneOf": [
-                                {
-                                    "type": "object",
-                                    "properties": {
-                                        "auth_type": {"type": "string", "const": "oauth2.0"},
-                                        "client_id": {"type": "string"},
-                                        "client_secret": {"type": "string"},
-                                        "access_token": {"type": "string"},
-                                        "token_expiry_date": {
-                                            "type": "string",
-                                        },
-                                        "refresh_token": {
-                                            "type": "string",
-                                        },
-                                    },
-                                },
-                                {
-                                    "type": "object",
-                                    "properties": {
-                                        "auth_type": {"type": "string", "const": "access_token"},
-                                        "access_token": {
-                                            "type": "string",
-                                        },
-                                    },
-                                },
-                            ],
-                        },
-                    },
-                },
-                advanced_auth={
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "oauth2.0",
-                    "oauth_config_specification": {
-                        "oauth_user_input_from_connector_config_specification": {
-                            "type": "object",
-                            "properties": {"domain": {"type": "string", "path_in_connector_config": ["api_url"]}},
-                        },
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "access_token": {"type": "string", "path_in_connector_config": ["credentials", "access_token"]},
-                                "refresh_token": {"type": "string", "path_in_connector_config": ["credentials", "refresh_token"]},
-                                "token_expiry_date": {
-                                    "type": "string",
-                                    "format": "date-time",
-                                    "path_in_connector_config": ["credentials", "token_expiry_date"],
-                                },
-                            },
-                        },
-                        "complete_oauth_server_input_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string"}, "client_secret": {"type": "string"}},
-                        },
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]},
-                                "client_secret": {"type": "string", "path_in_connector_config": ["credentials", "client_secret"]},
-                            },
-                        },
-                    },
-                },
-            ),
-            "",
-        ),
-        # SUCCESS: no advancedAuth specified
-        (ConnectorSpecification(connectionSpecification={}), ""),
-        # SUCCESS: only OAuth option to auth
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {
-                        "api_url": {"type": "object"},
-                        "credentials": {
-                            "type": "object",
-                            "properties": {
-                                "auth_type": {"type": "string", "const": "oauth2.0"},
-                                "client_id": {"type": "string"},
-                                "client_secret": {"type": "string"},
-                                "access_token": {"type": "string"},
-                                "refresh_token": {"type": "string"},
-                                "token_expiry_date": {"type": "string", "format": "date-time"},
-                            },
-                        },
-                    },
-                },
-                advanced_auth={
-                    "auth_flow_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                    "predicate_value": "oauth2.0",
-                    "oauth_config_specification": {
-                        "oauth_user_input_from_connector_config_specification": {
-                            "type": "object",
-                            "properties": {"domain": {"type": "string", "path_in_connector_config": ["api_url"]}},
-                        },
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "access_token": {"type": "string", "path_in_connector_config": ["credentials", "access_token"]},
-                                "refresh_token": {"type": "string", "path_in_connector_config": ["credentials", "refresh_token"]},
-                                "token_expiry_date": {
-                                    "type": "string",
-                                    "format": "date-time",
-                                    "path_in_connector_config": ["credentials", "token_expiry_date"],
-                                },
-                            },
-                        },
-                        "complete_oauth_server_input_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string"}, "client_secret": {"type": "string"}},
-                        },
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]},
-                                "client_secret": {"type": "string", "path_in_connector_config": ["credentials", "client_secret"]},
-                            },
-                        },
-                    },
-                },
-            ),
-            "",
-        ),
-        # SUCCESS: Credentials object does not have oneOf option.
-        (
-            ConnectorSpecification(
-                connectionSpecification={"type": "object"},
-                advanced_auth={
-                    "auth_type": "oauth2.0",
-                    "predicate_key": ["credentials", "auth_type"],
-                },
-            ),
-            "Credentials object does not have oneOf option.",
-        ),
-        # SUCCESS: Skipped: no predicate key.
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "properties": {
-                        "api_url": {"type": "object"},
-                        "credentials": {
-                            "type": "object",
-                            "properties": {
-                                "auth_type": {"type": "string", "const": "oauth2.0"},
-                                "client_id": {"type": "string"},
-                                "client_secret": {"type": "string"},
-                                "access_token": {"type": "string"},
-                                "refresh_token": {"type": "string"},
-                                "token_expiry_date": {"type": "string", "format": "date-time"},
-                            },
-                        },
-                    },
-                },
-                advanced_auth={
-                    "auth_flow_type": "oauth2.0",
-                    "oauth_config_specification": {
-                        "oauth_user_input_from_connector_config_specification": {
-                            "type": "object",
-                            "properties": {"domain": {"type": "string", "path_in_connector_config": ["api_url"]}},
-                        },
-                        "complete_oauth_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "access_token": {"type": "string", "path_in_connector_config": ["credentials", "access_token"]},
-                                "refresh_token": {"type": "string", "path_in_connector_config": ["credentials", "refresh_token"]},
-                                "token_expiry_date": {
-                                    "type": "string",
-                                    "format": "date-time",
-                                    "path_in_connector_config": ["credentials", "token_expiry_date"],
-                                },
-                            },
-                        },
-                        "complete_oauth_server_input_specification": {
-                            "type": "object",
-                            "properties": {"client_id": {"type": "string"}, "client_secret": {"type": "string"}},
-                        },
-                        "complete_oauth_server_output_specification": {
-                            "type": "object",
-                            "properties": {
-                                "client_id": {"type": "string", "path_in_connector_config": ["credentials", "client_id"]},
-                                "client_secret": {"type": "string", "path_in_connector_config": ["credentials", "client_secret"]},
-                            },
-                        },
-                    },
-                },
-            ),
-            "Advanced Auth object does not have predicate_key, only one option to authenticate.",
-        ),
-    ],
-)
-def test_validate_auth_default_method(connector_spec, expected_error):
-    t = _TestSpec()
-    if expected_error:
-        with pytest.raises(AssertionError, match=expected_error):
-            t.test_oauth_is_default_method(skip_oauth_default_method_test=False, actual_connector_spec=connector_spec)
-    else:
-        t.test_oauth_is_default_method(skip_oauth_default_method_test=False, actual_connector_spec=connector_spec)
-
-
-@pytest.mark.parametrize(
-    "connector_spec, expectation",
-    [
-        (ConnectorSpecification(connectionSpecification={}), does_not_raise()),
-        (ConnectorSpecification(connectionSpecification={"type": "object", "additionalProperties": True}), does_not_raise()),
-        (ConnectorSpecification(connectionSpecification={"type": "object", "additionalProperties": False}), pytest.raises(AssertionError)),
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "additionalProperties": True,
-                    "properties": {"my_object": {"type": "object", "additionalProperties": "foo"}},
-                }
-            ),
-            pytest.raises(AssertionError),
-        ),
-        (
-            ConnectorSpecification(
-                connectionSpecification={
-                    "type": "object",
-                    "additionalProperties": True,
-                    "properties": {
-                        "my_oneOf_object": {"type": "object", "oneOf": [{"additionalProperties": True}, {"additionalProperties": False}]}
-                    },
-                }
-            ),
-            pytest.raises(AssertionError),
-        ),
-    ],
-)
-def test_additional_properties_is_true(connector_spec, expectation):
-    t = _TestSpec()
-    with expectation:
-        t.test_additional_properties_is_true(connector_spec)
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        (
-            {"type": "object", "properties": {"api_token": {"type": "string", "airbyte_secret": True}}},
-            False,
-        ),
-        ({"type": "object", "properties": {"api_token": {"type": "null"}}}, False),
-        ({"type": "object", "properties": {"refresh_token": {"type": "boolean", "airbyte_secret": True}}}, True),
-        ({"type": "object", "properties": {"refresh_token": {"type": ["null", "string"]}}}, True),
-        ({"type": "object", "properties": {"credentials": {"type": "array", "items": {"type": "string"}}}}, True),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "type": "object",
-                        "properties": {"client_secret": {"type": "string"}, "access_token": {"type": "string", "airbyte_secret": True}},
-                    }
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "type": "object",
-                        "properties": {
-                            "client_secret": {"type": "string", "airbyte_secret": True},
-                            "access_token": {"type": "string", "airbyte_secret": True},
-                        },
-                    }
-                },
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "credentials": {
-                        "type": "object",
-                        "oneOf": [
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "auth_type": {"type": "string", "const": "access_token"},
-                                    "access_token": {
-                                        "type": "string",
-                                    },
-                                },
-                            },
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "auth_type": {"type": "string", "const": "oauth2.0"},
-                                    "client_id": {"type": "string"},
-                                    "client_secret": {"type": "string"},
-                                    "access_token": {"type": "string"},
-                                    "token_expiry_date": {
-                                        "type": "string",
-                                    },
-                                    "refresh_token": {
-                                        "type": "string",
-                                    },
-                                },
-                            },
-                        ],
-                    }
-                },
-            },
-            True,
-        ),
-        ({"type": "object", "properties": {"auth": {"oneOf": [{"api_token": {"type": "string"}}]}}}, True),
-        (
-            {
-                "type": "object",
-                "properties": {"credentials": {"oneOf": [{"type": "object", "properties": {"api_key": {"type": "string"}}}]}},
-            },
-            True,
-        ),
-        ({"type": "object", "properties": {"start_date": {"type": ["null", "string"]}}}, False),
-        ({"type": "object", "properties": {"credentials": {"oneOf": [{"type": "string", "const": "OAuth2.0"}]}}}, False),
-    ),
-)
-def test_airbyte_secret(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    logger = mocker.Mock()
-    t.test_secret_is_properly_marked(
-        {"connectionSpecification": connector_spec},
-        logger,
-        ("api_key", "api_token", "refresh_token", "jwt", "credentials", "access_token", "client_secret"),
-    )
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        ({"type": "object", "properties": {"refresh_token": {"type": ["boolean", "string"]}}}, True),
-        ({"type": "object", "properties": {"refresh_token": {"type": []}}}, True),
-        ({"type": "object", "properties": {"refresh_token": {"type": ["string"]}}}, False),
-        ({"type": "object", "properties": {"refresh_token": {"type": "string"}}}, False),
-        ({"type": "object", "properties": {"refresh_token": {"type": ["boolean", "null"]}}}, False),
-    ),
-)
-def test_property_type_is_not_array(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_property_type_is_not_array(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        ({"type": "object", "properties": {"refresh_token": {"type": "boolean", "airbyte_secret": True}}}, False),
-        ({"type": "object", "properties": {}}, False),
-        ({"type": "object", "properties": {"jwt": {"type": "object"}}}, True),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "oneOf": [
-                            {"type": "object", "properties": {"a": {"type": "string"}}},
-                            {"type": "object", "properties": {"b": {"type": "string"}}},
-                        ],
-                    }
-                },
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "oneOf": [
-                            {"type": "object", "properties": {"a": {"type": "string"}}},
-                            {"type": "object", "properties": {"b": {"type": "string"}}},
-                            {"type": "object", "properties": {}},
-                        ],
-                    }
-                },
-            },
-            True,
-        ),
-        ({"type": "object", "properties": {"jwt": {"type": "object", "properties": {}}}}, True),
-    ),
-)
-def test_object_not_empty(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_object_not_empty(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        ({"type": "object", "properties": {"refresh_token": {"type": "boolean", "airbyte_secret": True}}}, False),
-        ({"type": "object", "properties": {"jwt": {"type": "object", "order": 1}, "token": {"type": "string", "order": 2}}}, False),
-        ({"type": "object", "properties": {"jwt": {"type": "object", "order": 2}, "token": {"type": "string", "order": 2}}}, True),
-        (
-            {
-                "type": "object",
-                "properties": {"jwt": {"type": "object", "order": 2}, "token": {"type": "string", "group": "x", "order": 2}},
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {"jwt": {"type": "object", "group": "y", "order": 2}, "token": {"type": "string", "group": "x", "order": 2}},
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {"type": "object", "group": "y", "order": 2},
-                    "jwt2": {"type": "object", "group": "y", "order": 2},
-                    "token": {"type": "string", "group": "x", "order": 2},
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "order": 1,
-                        "oneOf": [
-                            {"type": "object", "properties": {"a": {"type": "string", "order": 1}}},
-                            {"type": "object", "properties": {"b": {"type": "string"}}},
-                        ],
-                    }
-                },
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "order": 1,
-                        "oneOf": [
-                            {"type": "object", "properties": {"a": {"type": "string", "order": 1}, "b": {"type": "string", "order": 1}}},
-                        ],
-                    }
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "order": 1,
-                        "oneOf": [
-                            {
-                                "type": "object",
-                                "properties": {"a": {"type": "string", "order": 1}, "b": {"type": "string", "order": 1, "group": "b"}},
-                            },
-                        ],
-                    }
-                },
-            },
-            False,
-        ),
-    ),
-)
-def test_duplicate_order(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_duplicate_order(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        ({"type": "object", "properties": {"refresh_token": {"type": "boolean", "airbyte_secret": True}}}, False),
-        ({"type": "object", "properties": {"group": {"type": "boolean", "airbyte_secret": True}}}, False),
-        ({"type": "object", "properties": {"jwt": {"type": "object", "group": "a"}, "token": {"type": "string", "group": "b"}}}, False),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {"type": "object", "properties": {"a": {"type": "string", "group": "x"}}},
-                    "token": {"type": "string"},
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "group": "s",
-                        "oneOf": [
-                            {"type": "object", "properties": {"b": {"type": "string"}}},
-                        ],
-                    }
-                },
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "oneOf": [
-                            {"type": "object", "properties": {"group": {"type": "string"}}},
-                        ],
-                    }
-                },
-            },
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "oneOf": [
-                            {"type": "object", "group": "x", "properties": {"b": {"type": "string"}}},
-                        ],
-                    }
-                },
-            },
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "jwt": {
-                        "type": "object",
-                        "order": 1,
-                        "oneOf": [
-                            {"type": "object", "properties": {"a": {"type": "string", "group": "a"}}},
-                        ],
-                    }
-                },
-            },
-            True,
-        ),
-    ),
-)
-def test_nested_group(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_nested_group(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        # SUCCESS: no display_type specified
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "select_type": {
-                        "type": "object",
-                        "oneOf": [
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "option_title": {"type": "string", "title": "Title", "const": "first option"},
-                                    "something": {"type": "string"},
-                                },
-                            },
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                    "some_field": {"type": "boolean"},
-                                },
-                            },
-                        ],
-                    },
-                },
-            },
-            False,
-        ),
-        # SUCCESS: display_type is set to a valid value on a field with oneOf set
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "select_type": {
-                        "type": "object",
-                        "display_type": "radio",
-                        "oneOf": [
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "option_title": {"type": "string", "title": "Title", "const": "first option"},
-                                    "something": {"type": "string"},
-                                },
-                            },
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                    "some_field": {"type": "boolean"},
-                                },
-                            },
-                        ],
-                    },
-                },
-            },
-            False,
-        ),
-        # SUCCESS: display_type is the name of the property
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "display_type": {
-                        "type": "string",
-                    },
-                },
-            },
-            False,
-        ),
-        # FAILURE: display_type is set to an invalid value
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "select_type": {
-                        "type": "object",
-                        "display_type": "invalid",
-                        "oneOf": [
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "option_title": {"type": "string", "title": "Title", "const": "first option"},
-                                    "something": {"type": "string"},
-                                },
-                            },
-                            {
-                                "type": "object",
-                                "properties": {
-                                    "option_title": {"type": "string", "title": "Title", "const": "second option"},
-                                    "some_field": {"type": "boolean"},
-                                },
-                            },
-                        ],
-                    },
-                },
-            },
-            True,
-        ),
-        # FAILURE: display_type is set on a non-oneOf field
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "select_type": {
-                        "type": "string",
-                        "display_type": "dropdown",
-                    },
-                },
-            },
-            True,
-        ),
-    ),
-)
-def test_display_type(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_display_type(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        ({"type": "object", "properties": {"list": {"type": "array"}}}, False),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": [{"type": "string"}, {"type": "boolean"}]}}}, True),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"type": "string"}}}}, False),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"type": "number"}}}}, False),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"type": "integer"}}}}, False),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"type": "boolean"}}}}, True),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"type": "number", "enum": [1, 2, 3]}}}}, False),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"enum": ["a", "b", "c"]}}}}, False),
-        (
-            {
-                "type": "object",
-                "properties": {"list": {"type": "array", "items": {"type": "object", "properties": {"a": {"type": "string"}}}}},
-            },
-            False,
-        ),
-        ({"type": "object", "properties": {"list": {"type": "array", "items": {"type": "boolean"}}}}, True),
-    ),
-)
-def test_array_type(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_array_type(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, should_fail",
-    (
-        ({"type": "object", "properties": {"a": {"type": "string"}}}, False),
-        ({"type": "object", "properties": {"a": {"type": "string", "allOf": [{"type": "string"}, {"maxLength": 5}]}}}, True),
-        ({"type": "object", "properties": {"allOf": {"type": "string"}}}, False),
-        (
-            {
-                "type": "object",
-                "properties": {"allOf": {"type": "object", "patternProperties": {"^S_": {"type": "string"}, "^I_": {"type": "integer"}}}},
-            },
-            True,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "list": {
-                        "type": "array",
-                        "prefixItems": [{"enum": ["Street", "Avenue", "Boulevard"]}, {"enum": ["NW", "NE", "SW", "SE"]}],
-                    }
-                },
-            },
-            True,
-        ),
-    ),
-)
-def test_forbidden_complex_types(mocker, connector_spec, should_fail):
-    mocker.patch.object(conftest.pytest, "fail")
-    t = _TestSpec()
-    t.test_forbidden_complex_types(ConnectorSpecification(connectionSpecification=connector_spec))
-    if should_fail:
-        conftest.pytest.fail.assert_called_once()
-    else:
-        conftest.pytest.fail.assert_not_called()
-
-
-@pytest.mark.parametrize(
-    "connector_spec, is_warning_logged",
-    (
-        ({"type": "object", "properties": {"date": {"type": "string"}}}, False),
-        ({"type": "object", "properties": {"date": {"type": "string", "format": "date"}}}, True),
-        ({"type": "object", "properties": {"date": {"type": "string", "format": "date-time"}}}, True),
-        (
-            {"type": "object", "properties": {"date": {"type": "string", "format": "date", "pattern": "^[0-9]{2}-[0-9]{2}-[0-9]{4}$"}}},
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "date": {
-                        "type": "string",
-                        "format": "date-time",
-                        "pattern": "^[0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2})?$",
-                    }
-                },
-            },
-            False,
-        ),
-        ({"type": "object", "properties": {"date": {"type": "string", "pattern": "^[0-9]{2}-[0-9]{2}-[0-9]{4}$"}}}, False),
-        (
-            {
-                "type": "object",
-                "properties": {"date": {"type": "string", "pattern": "^[0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2})?$"}},
-            },
-            False,
-        ),
-    ),
-)
-def test_date_pattern(mocker, connector_spec, is_warning_logged):
-    mocker.patch.object(conftest.pytest, "fail")
-    logger = mocker.Mock()
-    t = _TestSpec()
-    t.test_date_pattern(ConnectorSpecification(connectionSpecification=connector_spec), logger)
-    conftest.pytest.fail.assert_not_called()
-    if is_warning_logged:
-        _, args, _ = logger.warning.mock_calls[0]
-        msg, *_ = args
-        assert "Consider setting the pattern" in msg
-
-
-@pytest.mark.parametrize(
-    "connector_spec, is_warning_logged",
-    (
-        ({"type": "object", "properties": {"date": {"type": "string"}}}, False),
-        ({"type": "object", "properties": {"format": {"type": "string"}}}, False),
-        ({"type": "object", "properties": {"date": {"type": "string", "pattern": "[a-z]*"}}}, False),
-        (
-            {"type": "object", "properties": {"date": {"type": "string", "format": "date", "pattern": "^[0-9]{2}-[0-9]{2}-[0-9]{4}$"}}},
-            False,
-        ),
-        (
-            {
-                "type": "object",
-                "properties": {
-                    "date": {
-                        "type": "string",
-                        "format": "date-time",
-                        "pattern": "^[0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2})?$",
-                    }
-                },
-            },
-            False,
-        ),
-        ({"type": "object", "properties": {"date": {"type": "string", "pattern": "^[0-9]{2}-[0-9]{2}-[0-9]{4}$"}}}, True),
-        (
-            {
-                "type": "object",
-                "properties": {"date": {"type": "string", "pattern": "^[0-9]{4}-[0-9]{2}-[0-9]{2}(T[0-9]{2}:[0-9]{2}:[0-9]{2})?$"}},
-            },
-            True,
-        ),
-    ),
-)
-def test_date_format(mocker, connector_spec, is_warning_logged):
-    mocker.patch.object(conftest.pytest, "fail")
-    logger = mocker.Mock()
-    t = _TestSpec()
-    t.test_date_format(ConnectorSpecification(connectionSpecification=connector_spec), logger)
-    conftest.pytest.fail.assert_not_called()
-    if is_warning_logged:
-        _, args, _ = logger.warning.mock_calls[0]
-        msg, *_ = args
-        assert "Consider specifying the format" in msg
-
-
-@pytest.mark.parametrize(
-    "path, expected_name, expected_result",
-    (
-        ("properties/api_key/type", "api_key", True),
-        ("properties/start_date/type", "start_date", False),
-        ("properties/credentials/oneOf/1/properties/api_token/type", "api_token", True),
-        ("properties/type", None, False),  # root element
-        ("properties/accounts/items/2/properties/jwt/type", "jwt", True),
-    ),
-)
-def test_is_spec_property_name_secret(path, expected_name, expected_result):
-    t = _TestSpec()
-    assert t._is_spec_property_name_secret(path, ("api_key", "api_token", "refresh_token", "jwt", "credentials")) == (
-        expected_name,
-        expected_result,
-    )
-
-
-@pytest.mark.parametrize(
-    "property_def, can_store_secret",
-    (
-        ({"type": "boolean"}, False),
-        ({"type": "null"}, False),
-        ({"type": "string"}, True),
-        ({"type": "integer"}, True),
-        ({"type": "number"}, True),
-        ({"type": ["null", "string"]}, True),
-        ({"type": ["null", "boolean"]}, False),
-        ({"type": "object"}, False),
-        ({"type": "object", "properties": {"api_key": {}}}, False),
-        ({"type": "array"}, False),
-        ({"type": "array", "items": {"type": "string"}}, False),
-        ({"type": "string", "const": "OAuth2.0"}, False),
-    ),
-)
-def test_property_can_store_secret(property_def, can_store_secret):
-    t = _TestSpec()
-    assert t._property_can_store_secret(property_def) is can_store_secret
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_spec_unit.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_spec_unit.py
deleted file mode 100644
index 56975ca38126..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_spec_unit.py
+++ /dev/null
@@ -1,60 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import io
-
-import docker
-import pytest
-
-
-def build_docker_image(text: str, tag: str) -> docker.models.images.Image:
-    """
-    Really for this test we dont need to remove the image since we access it by a string name
-    and remove it also by a string name. But maybe we wanna use it somewhere
-    """
-    client = docker.from_env()
-    fileobj = io.BytesIO(bytes(text, "utf-8"))
-    image, _ = client.images.build(fileobj=fileobj, tag=tag, forcerm=True, rm=True)
-    return image
-
-
-@pytest.fixture
-def correct_connector_image() -> str:
-    dockerfile_text = """
-        FROM scratch
-        ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py"
-        ENTRYPOINT ["python", "/airbyte/integration_code/main.py"]
-        """
-    tag = "my-valid-one"
-    build_docker_image(dockerfile_text, tag)
-    yield tag
-    client = docker.from_env()
-    client.images.remove(image=tag, force=True)
-
-
-@pytest.fixture
-def connector_image_without_env():
-    dockerfile_text = """
-        FROM scratch
-        ENTRYPOINT ["python", "/airbyte/integration_code/main.py"]
-        """
-    tag = "my-no-env"
-    build_docker_image(dockerfile_text, tag)
-    yield tag
-    client = docker.from_env()
-    client.images.remove(image=tag, force=True)
-
-
-@pytest.fixture
-def connector_image_with_ne_properties():
-    dockerfile_text = """
-        FROM scratch
-        ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py"
-        ENTRYPOINT ["python3", "/airbyte/integration_code/main.py"]
-        """
-    tag = "my-ne-properties"
-    build_docker_image(dockerfile_text, tag)
-    yield tag
-    client = docker.from_env()
-    client.images.remove(image=tag, force=True)
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_test_full_refresh.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_test_full_refresh.py
deleted file mode 100644
index bf8ca2d41c12..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_test_full_refresh.py
+++ /dev/null
@@ -1,200 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-from contextlib import nullcontext as does_not_raise
-from typing import Dict, List
-
-import pytest
-from _pytest.outcomes import Failed
-from connector_acceptance_test.config import ConnectionTestConfig, IgnoredFieldsConfiguration
-from connector_acceptance_test.tests.test_full_refresh import TestFullRefresh as _TestFullRefresh
-
-from airbyte_protocol.models import (
-    AirbyteMessage,
-    AirbyteRecordMessage,
-    AirbyteStream,
-    ConfiguredAirbyteCatalog,
-    ConfiguredAirbyteStream,
-    SyncMode,
-    Type,
-)
-
-
-pytestmark = pytest.mark.anyio
-
-
-class ReadTestConfigWithIgnoreFields(ConnectionTestConfig):
-    ignored_fields: Dict[str, List[IgnoredFieldsConfiguration]] = {
-        "test_stream": [
-            IgnoredFieldsConfiguration(name="ignore_me", bypass_reason="test"),
-            IgnoredFieldsConfiguration(name="ignore_me_too", bypass_reason="test"),
-        ]
-    }
-
-
-def record_message_from_record(records: List[Dict], emitted_at: int) -> List[AirbyteMessage]:
-    return [
-        AirbyteMessage(
-            type=Type.RECORD,
-            record=AirbyteRecordMessage(stream="test_stream", data=record, emitted_at=emitted_at),
-        )
-        for record in records
-    ]
-
-
-def get_default_catalog(schema, **kwargs):
-    configured_catalog_kwargs = {"sync_mode": "full_refresh", "destination_sync_mode": "overwrite"}
-    primary_key = kwargs.get("primary_key")
-    if primary_key:
-        configured_catalog_kwargs["primary_key"] = primary_key
-    return ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream(
-                    name="test_stream",
-                    json_schema=schema,
-                    supported_sync_modes=[SyncMode.full_refresh],
-                ),
-                **configured_catalog_kwargs,
-            )
-        ]
-    )
-
-
-fail_context = pytest.raises(
-    Failed,
-    match="the two sequential reads should produce either equal set of records or one of them is a strict subset of the other",
-)
-no_fail_context = does_not_raise()
-
-
-recordset_comparison_test_cases = [
-    pytest.param(
-        [["id"]],
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        [{"id": 1, "first_name": "Albert", "last_name": "Einstein"}, {"id": 2, "first_name": "Joseph", "last_name": "Lagrange"}],
-        no_fail_context,
-        id="pk_sets_equal_success",
-    ),
-    pytest.param(
-        [["id"]],
-        [
-            {"id": 1, "first_name": "Thomas", "last_name": "Edison"},
-        ],
-        [{"id": 1, "first_name": "Albert", "last_name": "Einstein"}, {"id": 2, "first_name": "Joseph", "last_name": "Lagrange"}],
-        no_fail_context,
-        id="pk_first_is_subset_success",
-    ),
-    pytest.param(
-        [["id"]],
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        [{"id": 1, "first_name": "Albert", "last_name": "Einstein"}],
-        fail_context,
-        id="pk_second_is_subset_fail",
-    ),
-    pytest.param(
-        [["id"]],
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        [{"id": 2, "first_name": "Thomas", "last_name": "Edison"}, {"id": 3, "first_name": "Nicola", "last_name": "Tesla"}],
-        fail_context,
-        id="pk_no_subsets_fail",
-    ),
-    pytest.param(
-        None,
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        no_fail_context,
-        id="no_pk_sets_equal_success",
-    ),
-    pytest.param(
-        None,
-        [
-            {"id": 1, "first_name": "Thomas", "last_name": "Edison"},
-        ],
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        no_fail_context,
-        id="no_pk_first_is_subset_success",
-    ),
-    pytest.param(
-        None,
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        [
-            {"id": 1, "first_name": "Thomas", "last_name": "Edison"},
-        ],
-        fail_context,
-        id="no_pk_second_is_subset_fail",
-    ),
-    pytest.param(
-        None,
-        [{"id": 1, "first_name": "Thomas", "last_name": "Edison"}, {"id": 2, "first_name": "Nicola", "last_name": "Tesla"}],
-        [{"id": 2, "first_name": "Nicola", "last_name": "Tesla"}, {"id": 3, "first_name": "Albert", "last_name": "Einstein"}],
-        fail_context,
-        id="no_pk_no_subsets_fail",
-    ),
-]
-
-
-@pytest.mark.parametrize(
-    "schema, records_1, records_2, expectation",
-    [
-        (
-            {"type": "object"},
-            [
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 23}, emitted_at=111)),
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 24}, emitted_at=111)),
-            ],
-            [
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 23}, emitted_at=112)),
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 24}, emitted_at=112)),
-            ],
-            does_not_raise(),
-        ),
-        (
-            {"type": "object"},
-            [
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 23}, emitted_at=111)),
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 24}, emitted_at=111)),
-            ],
-            [
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 24}, emitted_at=112)),
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 23}, emitted_at=112)),
-            ],
-            does_not_raise(),
-        ),
-        (
-            {"type": "object"},
-            [
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 23}, emitted_at=111)),
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 24}, emitted_at=111)),
-            ],
-            [
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 23}, emitted_at=111)),
-                AirbyteMessage(type=Type.RECORD, record=AirbyteRecordMessage(stream="test_stream", data={"aa": 24}, emitted_at=112)),
-            ],
-            pytest.raises(AssertionError, match="emitted_at should increase on subsequent runs"),
-        ),
-    ],
-)
-async def test_emitted_at_increase_on_subsequent_runs(mocker, schema, records_1, records_2, expectation):
-    configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(
-                stream=AirbyteStream.parse_obj({"name": "test_stream", "json_schema": schema, "supported_sync_modes": ["full_refresh"]}),
-                sync_mode="full_refresh",
-                destination_sync_mode="overwrite",
-            )
-        ]
-    )
-    docker_runner_mock = mocker.MagicMock(call_read=mocker.AsyncMock(side_effect=[records_1, records_2]))
-    input_config = ReadTestConfigWithIgnoreFields()
-
-    t = _TestFullRefresh()
-    with expectation:
-        await t.test_sequential_reads(
-            ignored_fields=input_config.ignored_fields,
-            connector_config=mocker.MagicMock(),
-            configured_catalog=configured_catalog,
-            docker_runner=docker_runner_mock,
-            detailed_logger=docker_runner_mock,
-        )
diff --git a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_utils.py b/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_utils.py
deleted file mode 100644
index d9e1628a29a0..000000000000
--- a/airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_utils.py
+++ /dev/null
@@ -1,355 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-import json
-import random
-import string
-import tempfile
-import time
-from functools import partial
-from pathlib import Path
-from typing import Iterable
-from unittest.mock import Mock
-
-import pytest
-import yaml
-from connector_acceptance_test.config import EmptyStreamConfiguration
-from connector_acceptance_test.utils import common
-from connector_acceptance_test.utils.compare import make_hashable
-
-from airbyte_protocol.models import AirbyteStream, ConfiguredAirbyteCatalog, ConfiguredAirbyteStream, DestinationSyncMode, SyncMode
-
-
-def not_sorted_data():
-    return {
-        "date_created": "0001-01-01T00:00:00",
-        "date_updated": "0001-01-01T00:00:00",
-        "editable": False,
-        "id": "superuser",
-        "name": "Super User",
-        "organization_id": "orga_ya3w9oMjeLtWe7zFGZr63Dz8ruBbjybG0EIUdUXaESi",
-        "permissions": [
-            "bulk_edit",
-            "delete_own_opportunities",
-            "export",
-            "manage_group_numbers",
-            "manage_email_sequences",
-            "delete_leads",
-            "call_coach_listen",
-            "call_coach_barge",
-            "manage_others_tasks",
-            "manage_others_activities",
-            "delete_own_tasks",
-            "manage_customizations",
-            "manage_team_smart_views",
-            "bulk_delete",
-            "manage_team_email_templates",
-            "bulk_email",
-            "merge_leads",
-            "calling",
-            "bulk_sequence_subscriptions",
-            "bulk_import",
-            "delete_own_activities",
-            "manage_others_opportunities",
-        ],
-    }
-
-
-def sorted_data():
-    return {
-        "date_created": "0001-01-01T00:00:00",
-        "date_updated": "0001-01-01T00:00:00",
-        "editable": False,
-        "id": "superuser",
-        "name": "Super User",
-        "organization_id": "orga_ya3w9oMjeLtWe7zFGZr63Dz8ruBbjybG0EIUdUXaESi",
-        "permissions": [
-            "bulk_delete",
-            "bulk_edit",
-            "bulk_email",
-            "bulk_import",
-            "bulk_sequence_subscriptions",
-            "call_coach_barge",
-            "call_coach_listen",
-            "calling",
-            "delete_leads",
-            "delete_own_activities",
-            "delete_own_opportunities",
-            "delete_own_tasks",
-            "export",
-            "manage_customizations",
-            "manage_email_sequences",
-            "manage_group_numbers",
-            "manage_others_activities",
-            "manage_others_opportunities",
-            "manage_others_tasks",
-            "manage_team_email_templates",
-            "manage_team_smart_views",
-            "merge_leads",
-        ],
-    }
-
-
-@pytest.mark.parametrize(
-    "obj1,obj2,is_same",
-    [
-        (sorted_data(), not_sorted_data(), True),
-        (
-            {
-                "organization": {
-                    "features": [
-                        "issue-percent-filters",
-                        "performance-tag-page",
-                    ]
-                }
-            },
-            {
-                "organization": {
-                    "features": [
-                        "performance-tag-page",
-                        "issue-percent-filters",
-                    ]
-                }
-            },
-            True,
-        ),
-        (
-            {
-                "organization": {
-                    "features": [
-                        "issue-percent-filters",
-                        "performance-tag-page",
-                    ]
-                }
-            },
-            {
-                "organization": {
-                    "features": [
-                        "performance-tag-pag",
-                        "issue-percent-filters",
-                    ]
-                }
-            },
-            False,
-        ),
-        (
-            {
-                "organization": {
-                    "features": [
-                        "issue-percent-filters",
-                        "performance-tag-page",
-                    ]
-                }
-            },
-            {
-                "organization": {
-                    "features": [
-                        "performance-tag-page",
-                    ]
-                }
-            },
-            False,
-        ),
-        ({"a": 1, "b": 2}, {"b": 2, "a": 1}, True),
-        ({"a": 1, "b": 2, "c": {"d": [1, 2]}}, {"b": 2, "a": 1, "c": {"d": [2, 1]}}, True),
-        ({"a": 1, "b": 2, "c": {"d": [1, 2]}}, {"b": 2, "a": 1, "c": {"d": [3, 4]}}, False),
-    ],
-)
-def test_compare_two_records_nested_with_different_orders(obj1, obj2, is_same):
-    """Test that compare two records with equals, not sorted data."""
-    output_diff = set(map(make_hashable, [obj1])).symmetric_difference(set(map(make_hashable, [obj2])))
-    if is_same:
-        assert not output_diff, f"{obj1} should be equal to {obj2}"
-    else:
-        assert output_diff, f"{obj1} shouldnt be equal to {obj2}"
-
-
-class MockContainer:
-    def __init__(self, status: dict, iter_logs: Iterable):
-        self.wait = Mock(return_value=status)
-        self.logs = Mock(return_value=iter(iter_logs))
-        self.remove = Mock()
-
-        class Image:
-            pass
-
-        self.image = Image()
-
-
-def binary_generator(lengths, last_line=None):
-    data = ""
-    for length in lengths:
-        data += "".join(random.choice(string.ascii_uppercase + string.digits) for _ in range(length)) + "\n"
-    data = data.encode()
-    chunk_size = random.randint(2, 32)
-
-    while len(data) > chunk_size:
-        yield data[:chunk_size]
-        data = data[chunk_size:]
-    yield data
-    if last_line:
-        yield ("bla-1234567890-bla\n" + last_line).encode()
-
-
-def wait_status(container, expected_statuses):
-    """Waits expected_statuses for 5 sec"""
-    for _ in range(500):
-        if container.status in expected_statuses:
-            return
-        time.sleep(0.01)
-    assert False, f"container of the image {container.image} has the status '{container.status}', "
-    f"expected statuses: {expected_statuses}"
-
-
-class TestLoadYamlOrJsonPath:
-    VALID_SPEC = {
-        "documentationUrl": "https://google.com",
-        "connectionSpecification": {
-            "type": "object",
-            "required": ["api_token"],
-            "additionalProperties": False,
-            "properties": {"api_token": {"type": "string"}},
-        },
-    }
-
-    def test_load_json(self):
-        with tempfile.NamedTemporaryFile("w", suffix=".json") as f:
-            f.write(json.dumps(self.VALID_SPEC))
-            f.flush()
-            actual = common.load_yaml_or_json_path(Path(f.name))
-            assert actual == self.VALID_SPEC
-
-    def test_load_yaml(self):
-        with tempfile.NamedTemporaryFile("w", suffix=".yaml") as f:
-            f.write(yaml.dump(self.VALID_SPEC))
-            f.flush()
-            actual = common.load_yaml_or_json_path(Path(f.name))
-            assert actual == self.VALID_SPEC
-
-    def test_load_other(self):
-        with tempfile.NamedTemporaryFile("w", suffix=".txt") as f:
-            with pytest.raises(RuntimeError):
-                common.load_yaml_or_json_path(Path(f.name))
-
-
-@pytest.mark.parametrize(
-    "schema, searched_key, expected_values",
-    [
-        (
-            {
-                "looking_for_this_key": "first_match",
-                "foo": "bar",
-                "bar": {"looking_for_this_key": "second_match"},
-                "top_level_list": [
-                    {"looking_for_this_key": "third_match"},
-                    {"looking_for_this_key": "fourth_match"},
-                    "dump_value",
-                    {"nested_in_list": {"looking_for_this_key": "fifth_match"}},
-                ],
-            },
-            "looking_for_this_key",
-            ["first_match", "second_match", "third_match", "fourth_match", "fifth_match"],
-        ),
-        ({"foo": "bar", "bar": {"looking_for_this_key": "single_match"}}, "looking_for_this_key", ["single_match"]),
-        (
-            ["foo", "bar", {"looking_for_this_key": "first_match"}, [{"looking_for_this_key": "second_match"}]],
-            "looking_for_this_key",
-            ["first_match", "second_match"],
-        ),
-    ],
-)
-def test_find_all_values_for_key_in_schema(schema, searched_key, expected_values):
-    assert list(common.find_all_values_for_key_in_schema(schema, searched_key)) == expected_values
-
-
-DUMMY_DISCOVERED_CATALOG = {
-    "stream_a": AirbyteStream(
-        name="stream_a",
-        json_schema={"a": {"type": "string"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-    "stream_b": AirbyteStream(
-        name="stream_b",
-        json_schema={"a": {"type": "string"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-}
-
-DUMMY_CUSTOM_CATALOG = {
-    "stream_a": AirbyteStream(
-        name="stream_a",
-        json_schema={"a": {"type": "number"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-    "stream_b": AirbyteStream(
-        name="stream_b",
-        json_schema={"a": {"type": "number"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-}
-
-DUMMY_CUSTOM_CATALOG_WITH_EXTRA_STREAM = {
-    "stream_a": AirbyteStream(
-        name="stream_a",
-        json_schema={"a": {"type": "number"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-    "stream_b": AirbyteStream(
-        name="stream_b",
-        json_schema={"a": {"type": "number"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-    "stream_c": AirbyteStream(
-        name="stream_c",
-        json_schema={"a": {"type": "number"}},
-        supported_sync_modes=[SyncMode.full_refresh],
-    ),
-}
-
-
-@pytest.mark.parametrize(
-    "discovered_catalog, empty_streams",
-    [
-        (DUMMY_DISCOVERED_CATALOG, set()),
-        (DUMMY_DISCOVERED_CATALOG, {EmptyStreamConfiguration(name="stream_b", bypass_reason="foobar")}),
-    ],
-)
-def test_build_configured_catalog_from_discovered_catalog_and_empty_streams(mocker, discovered_catalog, empty_streams):
-    mocker.patch.object(common, "logging")
-    configured_catalog = common.build_configured_catalog_from_discovered_catalog_and_empty_streams(discovered_catalog, empty_streams)
-    assert len(configured_catalog.streams) == len(DUMMY_DISCOVERED_CATALOG.values()) - len(empty_streams)
-    if empty_streams:
-        common.logging.warning.assert_called_once()
-        configured_stream_names = [configured_stream.stream.name for configured_stream in configured_catalog.streams]
-        for empty_stream in empty_streams:
-            assert empty_stream.name not in configured_stream_names
-    else:
-        common.logging.info.assert_called_once()
-
-
-@pytest.mark.parametrize(
-    "custom_configured_catalog, expect_failure", [(DUMMY_CUSTOM_CATALOG, False), (DUMMY_CUSTOM_CATALOG_WITH_EXTRA_STREAM, True)]
-)
-def test_build_configured_catalog_from_custom_catalog(mocker, custom_configured_catalog, expect_failure):
-    mocker.patch.object(common, "logging")
-    mocker.patch.object(common.pytest, "fail")
-
-    dummy_configured_catalog = ConfiguredAirbyteCatalog(
-        streams=[
-            ConfiguredAirbyteStream(stream=stream, sync_mode=SyncMode.full_refresh, destination_sync_mode=DestinationSyncMode.append)
-            for stream in custom_configured_catalog.values()
-        ]
-    )
-    mocker.patch.object(common.ConfiguredAirbyteCatalog, "parse_file", mocker.Mock(return_value=dummy_configured_catalog))
-
-    configured_catalog = common.build_configured_catalog_from_custom_catalog("path", DUMMY_DISCOVERED_CATALOG)
-
-    if not expect_failure:
-        assert len(configured_catalog.streams) == len(dummy_configured_catalog.streams)
-        # Checking that the function under test retrieves the stream from the discovered catalog
-        assert configured_catalog.streams[0].stream == DUMMY_DISCOVERED_CATALOG["stream_a"]
-        assert configured_catalog.streams[0].stream != custom_configured_catalog["stream_a"]
-        common.logging.info.assert_called_once()
-    else:
-        common.pytest.fail.assert_called_once()
diff --git a/airbyte-integrations/connectors/.gitignore b/airbyte-integrations/connectors/.gitignore
new file mode 100644
index 000000000000..836dff6a9a19
--- /dev/null
+++ b/airbyte-integrations/connectors/.gitignore
@@ -0,0 +1 @@
+*LocalRunner.kt
\ No newline at end of file
diff --git a/airbyte-integrations/connectors/destination-bigquery/build.gradle b/airbyte-integrations/connectors/destination-bigquery/build.gradle
index 1393cf69e83a..a9ffdb980e98 100644
--- a/airbyte-integrations/connectors/destination-bigquery/build.gradle
+++ b/airbyte-integrations/connectors/destination-bigquery/build.gradle
@@ -39,7 +39,7 @@ dependencies {
     // but we're still waiting for google to cut another release.
     // so for now, use a specific bigquery version.
     // https://github.com/airbytehq/airbyte-internal-issues/issues/13662
-    implementation 'com.google.cloud:google-cloud-bigquery:2.53.0'
+    implementation 'com.google.cloud:google-cloud-bigquery:2.62.0'
 
     integrationTestImplementation 'com.google.cloud:google-cloud-bigquery'
     testImplementation "io.mockk:mockk:1.13.13"
diff --git a/airbyte-integrations/connectors/destination-bigquery/gradle.properties b/airbyte-integrations/connectors/destination-bigquery/gradle.properties
index b3a770fa0b0e..74fc0e4ac134 100644
--- a/airbyte-integrations/connectors/destination-bigquery/gradle.properties
+++ b/airbyte-integrations/connectors/destination-bigquery/gradle.properties
@@ -1,3 +1,3 @@
 testExecutionConcurrency=-1
 JunitMethodExecutionTimeout=10m
-cdkVersion=0.2.0
+cdkVersion=1.0.6
diff --git a/airbyte-integrations/connectors/destination-bigquery/metadata.yaml b/airbyte-integrations/connectors/destination-bigquery/metadata.yaml
index b4743b946b57..d05db650d67c 100644
--- a/airbyte-integrations/connectors/destination-bigquery/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-bigquery/metadata.yaml
@@ -6,7 +6,7 @@ data:
   connectorSubtype: database
   connectorType: destination
   definitionId: 22f6c74f-5699-40ff-833c-4a879ea40133
-  dockerImageTag: 3.0.17
+  dockerImageTag: 3.0.18
   dockerRepository: airbyte/destination-bigquery
   documentationUrl: https://docs.airbyte.com/integrations/destinations/bigquery
   githubIssueLabel: destination-bigquery
diff --git a/airbyte-integrations/connectors/destination-gcs-data-lake/gradle.properties b/airbyte-integrations/connectors/destination-gcs-data-lake/gradle.properties
index c710a039ec85..9aedf74c38ba 100644
--- a/airbyte-integrations/connectors/destination-gcs-data-lake/gradle.properties
+++ b/airbyte-integrations/connectors/destination-gcs-data-lake/gradle.properties
@@ -1,3 +1,3 @@
 testExecutionConcurrency=1
-cdkVersion=0.2.8
+cdkVersion=1.0.7
 JunitMethodExecutionTimeout=10m
diff --git a/airbyte-integrations/connectors/destination-gcs-data-lake/metadata.yaml b/airbyte-integrations/connectors/destination-gcs-data-lake/metadata.yaml
index 4801b7b6192b..e5f0cdd32a07 100644
--- a/airbyte-integrations/connectors/destination-gcs-data-lake/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-gcs-data-lake/metadata.yaml
@@ -21,7 +21,7 @@ data:
             alias: airbyte-connector-testing-secret-store
   connectorType: destination
   definitionId: 8c8a2d3e-1b4f-4a9c-9e7d-6f5a4b3c2d1e
-  dockerImageTag: 1.0.7
+  dockerImageTag: 1.0.8
   dockerRepository: airbyte/destination-gcs-data-lake
   documentationUrl: https://docs.airbyte.com/integrations/destinations/gcs-data-lake
   githubIssueLabel: destination-gcs-data-lake
diff --git a/airbyte-integrations/connectors/destination-milvus/metadata.yaml b/airbyte-integrations/connectors/destination-milvus/metadata.yaml
index 99c21fcd5bab..d3141574a28d 100644
--- a/airbyte-integrations/connectors/destination-milvus/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-milvus/metadata.yaml
@@ -21,7 +21,7 @@ data:
   connectorSubtype: vectorstore
   connectorType: destination
   definitionId: 65de8962-48c9-11ee-be56-0242ac120002
-  dockerImageTag: 0.0.57
+  dockerImageTag: 0.0.58
   dockerRepository: airbyte/destination-milvus
   githubIssueLabel: destination-milvus
   icon: milvus.svg
@@ -36,7 +36,7 @@ data:
   ab_internal:
     sl: 300
     ql: 300
-  supportLevel: certified
+  supportLevel: community
   connectorTestSuitesOptions:
     - suite: unitTests
     - suite: integrationTests
diff --git a/airbyte-integrations/connectors/destination-milvus/pyproject.toml b/airbyte-integrations/connectors/destination-milvus/pyproject.toml
index 983339fcab5b..dc0b58ad665e 100644
--- a/airbyte-integrations/connectors/destination-milvus/pyproject.toml
+++ b/airbyte-integrations/connectors/destination-milvus/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "airbyte-destination-milvus"
-version = "0.0.57"
+version = "0.0.58"
 description = "Airbyte destination implementation for Milvus."
 authors = ["Airbyte <contact@airbyte.io>"]
 license = "ELv2"
diff --git a/airbyte-integrations/connectors/destination-motherduck/metadata.yaml b/airbyte-integrations/connectors/destination-motherduck/metadata.yaml
index 34ce42295ab6..102e70360e37 100644
--- a/airbyte-integrations/connectors/destination-motherduck/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-motherduck/metadata.yaml
@@ -4,7 +4,7 @@ data:
   connectorSubtype: database
   connectorType: destination
   definitionId: 042ee9b5-eb98-4e99-a4e5-3f0d573bee66
-  dockerImageTag: 0.2.2
+  dockerImageTag: 0.2.3
   dockerRepository: airbyte/destination-motherduck
   githubIssueLabel: destination-motherduck
   icon: duckdb.svg
@@ -39,7 +39,7 @@ data:
   ab_internal:
     sl: 100
     ql: 100
-  supportLevel: community
+  supportLevel: certified
   connectorTestSuitesOptions:
     - suite: unitTests
     - suite: integrationTests
diff --git a/airbyte-integrations/connectors/destination-motherduck/pyproject.toml b/airbyte-integrations/connectors/destination-motherduck/pyproject.toml
index 2b5f39cb8e64..1a1fde745fd4 100644
--- a/airbyte-integrations/connectors/destination-motherduck/pyproject.toml
+++ b/airbyte-integrations/connectors/destination-motherduck/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "airbyte-destination-motherduck"
-version = "0.2.2"
+version = "0.2.3"
 description = "Destination implementation for MotherDuck."
 authors = ["Guen Prawiroatmodjo, Simon Späti, Airbyte"]
 license = "ELv2"
diff --git a/airbyte-integrations/connectors/destination-mysql/src/test-integration/kotlin/io/airbyte/integrations/destination/mysql/typing_deduping/AbstractMysqlTypingDedupingTest.kt b/airbyte-integrations/connectors/destination-mysql/src/test-integration/kotlin/io/airbyte/integrations/destination/mysql/typing_deduping/AbstractMysqlTypingDedupingTest.kt
index a1d31bbee0f7..e2707a743636 100644
--- a/airbyte-integrations/connectors/destination-mysql/src/test-integration/kotlin/io/airbyte/integrations/destination/mysql/typing_deduping/AbstractMysqlTypingDedupingTest.kt
+++ b/airbyte-integrations/connectors/destination-mysql/src/test-integration/kotlin/io/airbyte/integrations/destination/mysql/typing_deduping/AbstractMysqlTypingDedupingTest.kt
@@ -94,8 +94,8 @@ abstract class AbstractMysqlTypingDedupingTest : JdbcTypingDedupingTest(SQLDiale
         private lateinit var containerizedConfig: ObjectNode
         /**
          * The config with host/port accessible from the host's network. (technically, this is still
-         * within the airbyte-ci container, but `containerizedConfig` is intended for containers in
-         * the docker-in-docker matryoshka doll)
+         * within the CI container, but `containerizedConfig` is intended for containers in the
+         * docker-in-docker matryoshka doll)
          */
         private lateinit var bareMetalConfig: ObjectNode
 
diff --git a/airbyte-integrations/connectors/destination-mysql/src/testFixtures/kotlin/io/airbyte/integrations/destination/mysql/MysqlTestDatabase.kt b/airbyte-integrations/connectors/destination-mysql/src/testFixtures/kotlin/io/airbyte/integrations/destination/mysql/MysqlTestDatabase.kt
index 641e6bde14ce..644e727caa55 100644
--- a/airbyte-integrations/connectors/destination-mysql/src/testFixtures/kotlin/io/airbyte/integrations/destination/mysql/MysqlTestDatabase.kt
+++ b/airbyte-integrations/connectors/destination-mysql/src/testFixtures/kotlin/io/airbyte/integrations/destination/mysql/MysqlTestDatabase.kt
@@ -31,7 +31,7 @@ class MysqlTestDatabase(container: MySQLContainer<*>) :
 
     override fun inContainerBootstrapCmd(): Stream<Stream<String>> {
         // Besides setting up user and privileges, we also need to create a soft link otherwise
-        // airbyte-ci on github runner would not be able to connect to DB, because the sock file
+        // CI on github runner would not be able to connect to DB, because the sock file
         // does not
         // exist.
         return Stream.of(
diff --git a/airbyte-integrations/connectors/destination-pgvector/metadata.yaml b/airbyte-integrations/connectors/destination-pgvector/metadata.yaml
index 9c4f6c0c7333..4d72dc938e48 100644
--- a/airbyte-integrations/connectors/destination-pgvector/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-pgvector/metadata.yaml
@@ -12,7 +12,7 @@ data:
   connectorSubtype: vectorstore
   connectorType: destination
   definitionId: e0e06cd9-57a9-4d39-b032-bedd874ae875
-  dockerImageTag: 0.1.8
+  dockerImageTag: 0.1.9
   dockerRepository: airbyte/destination-pgvector
   documentationUrl: https://docs.airbyte.com/integrations/destinations/pgvector
   githubIssueLabel: destination-pgvector
@@ -36,7 +36,7 @@ data:
         resourceRequirements:
           memory_limit: 2Gi
           memory_request: 2Gi
-  supportLevel: certified
+  supportLevel: community
   tags:
     - language:python
     - cdk:python
diff --git a/airbyte-integrations/connectors/destination-pgvector/pyproject.toml b/airbyte-integrations/connectors/destination-pgvector/pyproject.toml
index e91df5629443..781904d596cb 100644
--- a/airbyte-integrations/connectors/destination-pgvector/pyproject.toml
+++ b/airbyte-integrations/connectors/destination-pgvector/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "airbyte-destination-pgvector"
-version = "0.1.8"
+version = "0.1.9"
 description = "Airbyte destination implementation for PGVector."
 authors = ["Airbyte <contact@airbyte.io>"]
 license = "ELv2"
diff --git a/airbyte-integrations/connectors/destination-postgres/gradle.properties b/airbyte-integrations/connectors/destination-postgres/gradle.properties
index 2c1bedf37f4f..69b1a029e4c6 100644
--- a/airbyte-integrations/connectors/destination-postgres/gradle.properties
+++ b/airbyte-integrations/connectors/destination-postgres/gradle.properties
@@ -1,4 +1,4 @@
-cdkVersion=1.0.2
+cdkVersion=1.0.6
 # our testcontainer has issues with too much concurrency.
 # 4 threads seems to be the sweet spot.
 testExecutionConcurrency=4
diff --git a/airbyte-integrations/connectors/destination-postgres/metadata.yaml b/airbyte-integrations/connectors/destination-postgres/metadata.yaml
index cfa7045bf94c..9b883e30fe51 100644
--- a/airbyte-integrations/connectors/destination-postgres/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-postgres/metadata.yaml
@@ -6,7 +6,7 @@ data:
   connectorSubtype: database
   connectorType: destination
   definitionId: 25c5221d-dce2-4163-ade9-739ef790f503
-  dockerImageTag: 3.0.11
+  dockerImageTag: 3.0.12
   dockerRepository: airbyte/destination-postgres
   documentationUrl: https://docs.airbyte.com/integrations/destinations/postgres
   githubIssueLabel: destination-postgres
diff --git a/airbyte-integrations/connectors/destination-redshift/metadata.yaml b/airbyte-integrations/connectors/destination-redshift/metadata.yaml
index 8b7025819f2e..7ec3daafa4c1 100644
--- a/airbyte-integrations/connectors/destination-redshift/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-redshift/metadata.yaml
@@ -41,7 +41,7 @@ data:
             type: GSM
   connectorType: destination
   definitionId: f7a7d195-377f-cf5b-70a5-be6b819019dc
-  dockerImageTag: 3.5.3
+  dockerImageTag: 3.5.4
   dockerRepository: airbyte/destination-redshift
   documentationUrl: https://docs.airbyte.com/integrations/destinations/redshift
   githubIssueLabel: destination-redshift
diff --git a/airbyte-integrations/connectors/destination-redshift/src/main/kotlin/io/airbyte/integrations/destination/redshift/RedshiftDestination.kt b/airbyte-integrations/connectors/destination-redshift/src/main/kotlin/io/airbyte/integrations/destination/redshift/RedshiftDestination.kt
index 3b9a98f93871..5673001fdd86 100644
--- a/airbyte-integrations/connectors/destination-redshift/src/main/kotlin/io/airbyte/integrations/destination/redshift/RedshiftDestination.kt
+++ b/airbyte-integrations/connectors/destination-redshift/src/main/kotlin/io/airbyte/integrations/destination/redshift/RedshiftDestination.kt
@@ -241,8 +241,7 @@ class RedshiftDestination : BaseConnector(), Destination {
 
             return AirbyteConnectionStatus().withStatus(AirbyteConnectionStatus.Status.SUCCEEDED)
         } catch (e: SQLException) {
-            // copied from AbstractJdbcDestination's attemptTableOperations
-            val stateCode: String = e.sqlState
+            val stateCode: String? = e.sqlState
             val errorCode: Int
             val exceptionMessage: String?
             if (Objects.isNull(e.cause) || e.cause !is SQLException) {
diff --git a/airbyte-integrations/connectors/destination-s3-data-lake/gradle.properties b/airbyte-integrations/connectors/destination-s3-data-lake/gradle.properties
index ddc90fbbaf36..c28a577e6ca1 100644
--- a/airbyte-integrations/connectors/destination-s3-data-lake/gradle.properties
+++ b/airbyte-integrations/connectors/destination-s3-data-lake/gradle.properties
@@ -1,3 +1,3 @@
 testExecutionConcurrency=-1
-cdkVersion=1.0.5
+cdkVersion=1.0.7
 JunitMethodExecutionTimeout=10m
diff --git a/airbyte-integrations/connectors/destination-s3-data-lake/metadata.yaml b/airbyte-integrations/connectors/destination-s3-data-lake/metadata.yaml
index f463264f6c16..2b57522bebd2 100644
--- a/airbyte-integrations/connectors/destination-s3-data-lake/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-s3-data-lake/metadata.yaml
@@ -37,7 +37,7 @@ data:
             alias: airbyte-connector-testing-secret-store
   connectorType: destination
   definitionId: 716ca874-520b-4902-9f80-9fad66754b89
-  dockerImageTag: 0.3.45
+  dockerImageTag: 0.3.46
   dockerRepository: airbyte/destination-s3-data-lake
   documentationUrl: https://docs.airbyte.com/integrations/destinations/s3-data-lake
   githubIssueLabel: destination-s3-data-lake
diff --git a/airbyte-integrations/connectors/destination-s3-data-lake/src/test/kotlin/io/airbyte/integrations/destination/s3_data_lake/write/S3DataLakeStreamLoaderTest.kt b/airbyte-integrations/connectors/destination-s3-data-lake/src/test/kotlin/io/airbyte/integrations/destination/s3_data_lake/write/S3DataLakeStreamLoaderTest.kt
index 1f4e3ad4f498..4d9c95d97d6f 100644
--- a/airbyte-integrations/connectors/destination-s3-data-lake/src/test/kotlin/io/airbyte/integrations/destination/s3_data_lake/write/S3DataLakeStreamLoaderTest.kt
+++ b/airbyte-integrations/connectors/destination-s3-data-lake/src/test/kotlin/io/airbyte/integrations/destination/s3_data_lake/write/S3DataLakeStreamLoaderTest.kt
@@ -44,6 +44,7 @@ import io.mockk.verify
 import kotlin.test.assertEquals
 import kotlinx.coroutines.runBlocking
 import org.apache.iceberg.Schema
+import org.apache.iceberg.SortOrder
 import org.apache.iceberg.Table
 import org.apache.iceberg.UpdateSchema
 import org.apache.iceberg.catalog.Catalog
@@ -261,7 +262,10 @@ internal class S3DataLakeStreamLoaderTest {
             every { s3BucketConfiguration } returns bucketConfiguration
         }
         val catalog: Catalog = mockk()
-        val table: Table = mockk { every { schema() } returns icebergSchema }
+        val table: Table = mockk {
+            every { schema() } returns icebergSchema
+            every { sortOrder() } returns SortOrder.unsorted()
+        }
         val updateSchema: UpdateSchema = mockk()
         every { table.updateSchema().allowIncompatibleChanges() } returns updateSchema
         every {
@@ -433,7 +437,10 @@ internal class S3DataLakeStreamLoaderTest {
             every { s3BucketConfiguration } returns bucketConfiguration
         }
         val catalog: Catalog = mockk()
-        val table: Table = mockk { every { schema() } returns icebergSchema }
+        val table: Table = mockk {
+            every { schema() } returns icebergSchema
+            every { sortOrder() } returns SortOrder.unsorted()
+        }
         val updateSchema: UpdateSchema = mockk()
         every { table.updateSchema().allowIncompatibleChanges() } returns updateSchema
         every {
diff --git a/airbyte-integrations/connectors/destination-snowflake-cortex/metadata.yaml b/airbyte-integrations/connectors/destination-snowflake-cortex/metadata.yaml
index e38fe76ed905..14c3dcf357af 100644
--- a/airbyte-integrations/connectors/destination-snowflake-cortex/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-snowflake-cortex/metadata.yaml
@@ -13,7 +13,7 @@ data:
   connectorSubtype: vectorstore
   connectorType: destination
   definitionId: d9e5418d-f0f4-4d19-a8b1-5630543638e2
-  dockerImageTag: 0.2.27
+  dockerImageTag: 0.2.28
   dockerRepository: airbyte/destination-snowflake-cortex
   documentationUrl: https://docs.airbyte.com/integrations/destinations/snowflake-cortex
   githubIssueLabel: destination-snowflake-cortex
@@ -37,7 +37,7 @@ data:
         resourceRequirements:
           memory_limit: 2Gi
           memory_request: 2Gi
-  supportLevel: certified
+  supportLevel: community
   tags:
     - language:python
     - cdk:python
diff --git a/airbyte-integrations/connectors/destination-snowflake-cortex/pyproject.toml b/airbyte-integrations/connectors/destination-snowflake-cortex/pyproject.toml
index c3771e31d8ae..94913dbf1355 100644
--- a/airbyte-integrations/connectors/destination-snowflake-cortex/pyproject.toml
+++ b/airbyte-integrations/connectors/destination-snowflake-cortex/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "airbyte-destination-snowflake-cortex"
-version = "0.2.27"
+version = "0.2.28"
 description = "Airbyte destination implementation for Snowflake cortex."
 authors = ["Airbyte <contact@airbyte.io>"]
 license = "ELv2"
diff --git a/airbyte-integrations/connectors/destination-weaviate/metadata.yaml b/airbyte-integrations/connectors/destination-weaviate/metadata.yaml
index 2d9e47c42cbd..603b821a9e57 100644
--- a/airbyte-integrations/connectors/destination-weaviate/metadata.yaml
+++ b/airbyte-integrations/connectors/destination-weaviate/metadata.yaml
@@ -13,7 +13,7 @@ data:
   connectorSubtype: vectorstore
   connectorType: destination
   definitionId: 7b7d7a0d-954c-45a0-bcfc-39a634b97736
-  dockerImageTag: 0.2.60
+  dockerImageTag: 0.2.61
   dockerRepository: airbyte/destination-weaviate
   documentationUrl: https://docs.airbyte.com/integrations/destinations/weaviate
   githubIssueLabel: destination-weaviate
@@ -37,7 +37,7 @@ data:
         resourceRequirements:
           memory_limit: 2Gi
           memory_request: 2Gi
-  supportLevel: certified
+  supportLevel: community
   tags:
     - language:python
     - cdk:python
diff --git a/airbyte-integrations/connectors/destination-weaviate/pyproject.toml b/airbyte-integrations/connectors/destination-weaviate/pyproject.toml
index 088ebc6c5a4a..80cfc50a6cb7 100644
--- a/airbyte-integrations/connectors/destination-weaviate/pyproject.toml
+++ b/airbyte-integrations/connectors/destination-weaviate/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "airbyte-destination-weaviate"
-version = "0.2.60"
+version = "0.2.61"
 description = "Airbyte destination implementation for Weaviate."
 authors = ["Airbyte <contact@airbyte.io>"]
 license = "ELv2"
diff --git a/airbyte-integrations/connectors/source-airtable/CLAUDE.md b/airbyte-integrations/connectors/source-airtable/CLAUDE.md
deleted file mode 100644
index 7e7fa6998b03..000000000000
--- a/airbyte-integrations/connectors/source-airtable/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-airtable
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Single-use rotating refresh tokens
diff --git a/airbyte-integrations/connectors/source-airtable/BEHAVIOR.md b/airbyte-integrations/connectors/source-airtable/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-airtable/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-airtable/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-amazon-ads/CLAUDE.md b/airbyte-integrations/connectors/source-amazon-ads/CLAUDE.md
deleted file mode 100644
index 9dcbbe9fc52d..000000000000
--- a/airbyte-integrations/connectors/source-amazon-ads/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-amazon-ads
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Async report generation with three-phase create/poll/download workflow
-  2. HTTP 425 (Too Early) for duplicate concurrent report requests
diff --git a/airbyte-integrations/connectors/source-amazon-ads/BEHAVIOR.md b/airbyte-integrations/connectors/source-amazon-ads/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-amazon-ads/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-amazon-ads/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-amazon-ads/manifest.yaml b/airbyte-integrations/connectors/source-amazon-ads/manifest.yaml
index 14ee906632ec..61284e861fb2 100644
--- a/airbyte-integrations/connectors/source-amazon-ads/manifest.yaml
+++ b/airbyte-integrations/connectors/source-amazon-ads/manifest.yaml
@@ -147,9 +147,13 @@ definitions:
             field_path: []
           record_filter:
             condition: >-
-              {%- set requested_profiles = config.get("profiles", []) -%}
+              {%- set requested_profiles = config.get("profiles", []) | map('string') | list -%}
               {%- set requested_marketplace_ids = config.get("marketplace_ids", []) -%}
-              {{ record["profileId"] in requested_profiles or record["accountInfo"]["marketplaceStringId"] in requested_marketplace_ids if requested_profiles or requested_marketplace_ids else True }}
+              {%- set account_info = record.get("accountInfo", {}) -%}
+              {%- set has_filters = requested_profiles or requested_marketplace_ids -%}
+              {%- set matches_profile_id = (record["profileId"] | string) in requested_profiles -%}
+              {%- set matches_marketplace_id = account_info.get("marketplaceStringId", "") in requested_marketplace_ids if requested_marketplace_ids else false -%}
+              {{ matches_profile_id or matches_marketplace_id if has_filters else True }}
         paginator:
           type: NoPagination
 
diff --git a/airbyte-integrations/connectors/source-amazon-ads/metadata.yaml b/airbyte-integrations/connectors/source-amazon-ads/metadata.yaml
index a05f6c3162cb..af6b4cc350fb 100644
--- a/airbyte-integrations/connectors/source-amazon-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-amazon-ads/metadata.yaml
@@ -13,7 +13,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: c6b0a29e-1da9-4512-9002-7bfd0cba2246
-  dockerImageTag: 7.3.15
+  dockerImageTag: 7.3.16
   dockerRepository: airbyte/source-amazon-ads
   documentationUrl: https://docs.airbyte.com/integrations/sources/amazon-ads
   githubIssueLabel: source-amazon-ads
diff --git a/airbyte-integrations/connectors/source-amazon-seller-partner/CLAUDE.md b/airbyte-integrations/connectors/source-amazon-seller-partner/CLAUDE.md
deleted file mode 100644
index 074668a88d84..000000000000
--- a/airbyte-integrations/connectors/source-amazon-seller-partner/CLAUDE.md
+++ /dev/null
@@ -1,10 +0,0 @@
-# source-amazon-seller-partner
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Gzip-compressed report responses in CSV, XML, or JSON formats
-  2. Reactive token invalidation on 403 errors via global module reference
-  3. Reciprocal Retry-After header interpretation for backoff timing
-  4. Regression tests will not run locally — must test via Cloud dev image + progressive rollout
-  5. Standard tests fail for vendor forecasting streams (sandbox permission issue since v4.4.7)
-  6. Known stream failures in testing — permission errors, timeouts, job failures, invalid input (see tables in BEHAVIOR.md)
diff --git a/airbyte-integrations/connectors/source-amazon-seller-partner/BEHAVIOR.md b/airbyte-integrations/connectors/source-amazon-seller-partner/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-amazon-seller-partner/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-amazon-seller-partner/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-amplitude/CLAUDE.md b/airbyte-integrations/connectors/source-amplitude/CLAUDE.md
deleted file mode 100644
index bbc71553eff0..000000000000
--- a/airbyte-integrations/connectors/source-amplitude/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-amplitude
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Matrix-style API response extraction (xValues/series zipping)
-2. Hard 4GB export size limit with timeout fallback
diff --git a/airbyte-integrations/connectors/source-amplitude/BEHAVIOR.md b/airbyte-integrations/connectors/source-amplitude/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-amplitude/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-amplitude/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-amplitude/manifest.yaml b/airbyte-integrations/connectors/source-amplitude/manifest.yaml
index 708798fbe2ec..a47d728a8995 100644
--- a/airbyte-integrations/connectors/source-amplitude/manifest.yaml
+++ b/airbyte-integrations/connectors/source-amplitude/manifest.yaml
@@ -1040,11 +1040,35 @@ spec:
           According to <a href="https://amplitude.com/docs/apis/analytics/dashboard-rest#query-parameters">Amplitude documentation</a>, grouping by `Country` is optional. If you face issues fetching the stream or checking the connection please set this field to `False`.
         default: true
 
-# Amplitude API rate limits:
-# - Dashboard REST API: 5 concurrent requests, 108,000 cost/hour
-# - Export API: No explicit rate limits documented, but large exports may timeout
-# See: https://amplitude.com/docs/apis/analytics/dashboard-rest#rate-limits
-# Using conservative limits to avoid rate limiting issues
+# Amplitude API rate limits (see https://amplitude.com/docs/apis/analytics/dashboard-rest#rate-limits):
+#
+# Dashboard REST API has three limits:
+#   1. Concurrent requests: 5 simultaneous requests across all Dashboard REST API endpoints.
+#      Enforced via concurrency_level below (CDK doesn't support per-endpoint concurrency in api_budget).
+#   2. Burst limit: 1,000 cost per 5-minute window.
+#      Note: Amplitude docs label this "Concurrent Limit" but it functions as a short-term rate limit
+#      (cost budget over a time window), not a true concurrency constraint.
+#   3. Hourly limit: 108,000 cost per hour.
+#
+# Cost formula: (# of days) * (# of conditions) * (query type cost)
+#
+# Export API: No explicit rate limits documented, but large exports may timeout.
+# Chart Annotations & Behavioral Cohorts APIs: No separate rate limits documented.
+#
+# Per-stream cost estimates (based on connector's slice sizes and query parameters):
+#   /2/sessions/average (average_session_length): 15 days * 1 condition * 4 (User Sessions) = 60 cost/request
+#   /2/users (active_users, group_by=country): 30 days * 4 (group-by) * 1 = 120 cost/request
+#   /2/users (active_users, no group-by): 30 days * 1 * 1 = 30 cost/request
+#   /2/events/list (events_list): full refresh, no date range, cost = 1
+#
+# Note: /2/events/list is not given a specific policy because its cost is trivially low (1 per request)
+# and it only makes a single request per sync (full refresh, no date slicing).
+# Other endpoints (annotations, cohorts, export) have no documented rate limits from Amplitude.
+#
+# Both endpoints share Amplitude's budget. With CDK v7.14.0+ weight-based rate limiting,
+# each matcher specifies its per-request weight (cost), and the policy limits are set to
+# Amplitude's actual budgets. The CDK deducts the matched weight from the shared budget
+# on each request, accurately tracking cost consumption across endpoints.
 concurrency_level:
   type: ConcurrencyLevel
   default_concurrency: 5
@@ -1052,9 +1076,25 @@ concurrency_level:
 api_budget:
   type: HTTPAPIBudget
   policies:
-    - type: FixedWindowCallRatePolicy
-      period: PT1M
-      # Conservative limit based on Amplitude's concurrent request limit
-      # Amplitude allows 5 concurrent requests for Dashboard REST API
-      call_limit: 60
-      matchers: []
+    # Shared Dashboard REST API budget using Amplitude's actual cost limits.
+    # Each matcher specifies a weight equal to the per-request cost for that endpoint.
+    # The CDK deducts the matched weight from the shared budget on each request.
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 108000
+          interval: PT1H
+        - limit: 1000
+          interval: PT5M
+      matchers:
+        # /2/sessions/average: 15 days * 1 condition * 4 (User Sessions query type) = 60 cost/request
+        - type: HttpRequestRegexMatcher
+          method: GET
+          url_path_pattern: "/2/sessions/average"
+          weight: 60
+        # /2/users: cost depends on active_users_group_by_country config:
+        #   group_by=true (default):  30 days * 4 (group-by segments) * 1 = 120 cost/request
+        #   group_by=false:           30 days * 1 * 1 = 30 cost/request
+        - type: HttpRequestRegexMatcher
+          method: GET
+          url_path_pattern: "/2/users"
+          weight: "{{ 120 if config.get('active_users_group_by_country', true) else 30 }}"
diff --git a/airbyte-integrations/connectors/source-amplitude/metadata.yaml b/airbyte-integrations/connectors/source-amplitude/metadata.yaml
index 00dc2e07c64f..c2b5e0a77ebe 100644
--- a/airbyte-integrations/connectors/source-amplitude/metadata.yaml
+++ b/airbyte-integrations/connectors/source-amplitude/metadata.yaml
@@ -7,11 +7,11 @@ data:
       - amplitude.com
       - analytics.eu.amplitude.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.6.5@sha256:a5ef859b9f6dde52bd914fbcddb088d4f1ccae4887ffb58b2282b80f119fdcbe
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: fa9f58c6-2d03-4237-aaa4-07d75e0c1396
-  dockerImageTag: 0.7.29
+  dockerImageTag: 0.7.30
   dockerRepository: airbyte/source-amplitude
   documentationUrl: https://docs.airbyte.com/integrations/sources/amplitude
   githubIssueLabel: source-amplitude
diff --git a/airbyte-integrations/connectors/source-apify-dataset/metadata.yaml b/airbyte-integrations/connectors/source-apify-dataset/metadata.yaml
index 3163cce7dd9e..9961bc5c277d 100644
--- a/airbyte-integrations/connectors/source-apify-dataset/metadata.yaml
+++ b/airbyte-integrations/connectors/source-apify-dataset/metadata.yaml
@@ -3,11 +3,11 @@ data:
     hosts:
       - api.apify.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 47f17145-fe20-4ef5-a548-e29b048adf84
-  dockerImageTag: 2.2.42
+  dockerImageTag: 2.2.43
   dockerRepository: airbyte/source-apify-dataset
   documentationUrl: https://docs.airbyte.com/integrations/sources/apify-dataset
   githubIssueLabel: source-apify-dataset
diff --git a/airbyte-integrations/connectors/source-appfigures/metadata.yaml b/airbyte-integrations/connectors/source-appfigures/metadata.yaml
index 2031da45d350..6b1e8c0f0b6d 100644
--- a/airbyte-integrations/connectors/source-appfigures/metadata.yaml
+++ b/airbyte-integrations/connectors/source-appfigures/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-appfigures
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: e2fcf0a0-3f99-4938-ba34-3a6dd51fd4a4
-  dockerImageTag: 0.0.40
+  dockerImageTag: 0.0.41
   dockerRepository: airbyte/source-appfigures
   githubIssueLabel: source-appfigures
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-appfollow/metadata.yaml b/airbyte-integrations/connectors/source-appfollow/metadata.yaml
index d7c6f2298269..07a1ceed513b 100644
--- a/airbyte-integrations/connectors/source-appfollow/metadata.yaml
+++ b/airbyte-integrations/connectors/source-appfollow/metadata.yaml
@@ -14,7 +14,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: b4375641-e270-41d3-9c20-4f9cecad87a8
-  dockerImageTag: 1.1.42
+  dockerImageTag: 1.1.43
   dockerRepository: airbyte/source-appfollow
   githubIssueLabel: source-appfollow
   icon: appfollow.svg
@@ -48,7 +48,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.15.0@sha256:eecde84a1c8efced5b35f04900ed983eb306028d262cdb0673f26526aaabd7fc
   externalDocumentationUrls:
     - title: API documentation
       url: https://appfollow.docs.apiary.io/
diff --git a/airbyte-integrations/connectors/source-apple-search-ads/metadata.yaml b/airbyte-integrations/connectors/source-apple-search-ads/metadata.yaml
index b5fe46fcec40..fc08fe7f9bcd 100644
--- a/airbyte-integrations/connectors/source-apple-search-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-apple-search-ads/metadata.yaml
@@ -2,7 +2,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: e59c8416-c2fa-4bd3-9e95-52677ea281c1
-  dockerImageTag: 1.0.10
+  dockerImageTag: 1.0.11
   dockerRepository: airbyte/source-apple-search-ads
   githubIssueLabel: source-apple-search-ads
   icon: icon.svg
@@ -47,7 +47,7 @@ data:
             alias: airbyte-connector-testing-secret-store
   supportLevel: community
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: API reference
       url: https://developer.apple.com/documentation/apple_search_ads
diff --git a/airbyte-integrations/connectors/source-apptivo/metadata.yaml b/airbyte-integrations/connectors/source-apptivo/metadata.yaml
index 3bac9b04d60e..2e8c9423d4b8 100644
--- a/airbyte-integrations/connectors/source-apptivo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-apptivo/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-apptivo
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: eb41169b-b293-4690-b690-a1046cca0e3b
-  dockerImageTag: 0.0.44
+  dockerImageTag: 0.0.45
   dockerRepository: airbyte/source-apptivo
   githubIssueLabel: source-apptivo
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-ashby/metadata.yaml b/airbyte-integrations/connectors/source-ashby/metadata.yaml
index 3b8823a7fbb0..726d7ebc7c8d 100644
--- a/airbyte-integrations/connectors/source-ashby/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ashby/metadata.yaml
@@ -2,7 +2,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 4e8c9fa0-3634-499b-b948-11581b5c3efa
-  dockerImageTag: 0.3.4
+  dockerImageTag: 0.3.5
   dockerRepository: airbyte/source-ashby
   githubIssueLabel: source-ashby
   icon: ashby.svg
@@ -37,7 +37,7 @@ data:
   connectorTestSuitesOptions:
     - suite: unitTests
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: API documentation
       url: https://developers.ashbyhq.com/
diff --git a/airbyte-integrations/connectors/source-assemblyai/metadata.yaml b/airbyte-integrations/connectors/source-assemblyai/metadata.yaml
index 57b68f2ba77e..dbceae2aacf6 100644
--- a/airbyte-integrations/connectors/source-assemblyai/metadata.yaml
+++ b/airbyte-integrations/connectors/source-assemblyai/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-assemblyai
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: dcb2f998-6493-4078-8390-e320487157a0
-  dockerImageTag: 0.0.25
+  dockerImageTag: 0.0.26
   dockerRepository: airbyte/source-assemblyai
   githubIssueLabel: source-assemblyai
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-basecamp/metadata.yaml b/airbyte-integrations/connectors/source-basecamp/metadata.yaml
index 35002589ea21..0ef9e20744b4 100644
--- a/airbyte-integrations/connectors/source-basecamp/metadata.yaml
+++ b/airbyte-integrations/connectors/source-basecamp/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-basecamp
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0.post13.dev23823332086@sha256:dc8f1d054d9b0ee5ed6afe1b6732151ddd4dfa58ee32ca39c608ee2dd50dadf5
   connectorSubtype: api
   connectorType: source
   definitionId: 0abc340d-772c-4fa1-8d1d-ebf3be72ab51
-  dockerImageTag: 0.0.33
+  dockerImageTag: 0.0.35
   dockerRepository: airbyte/source-basecamp
   githubIssueLabel: source-basecamp
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-beamer/metadata.yaml b/airbyte-integrations/connectors/source-beamer/metadata.yaml
index 3e363bf03b97..b4ea21d1ea66 100644
--- a/airbyte-integrations/connectors/source-beamer/metadata.yaml
+++ b/airbyte-integrations/connectors/source-beamer/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-beamer
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b928158d-4d2a-4ea6-a9c6-efa90f5c1e5d
-  dockerImageTag: 0.0.43
+  dockerImageTag: 0.0.44
   dockerRepository: airbyte/source-beamer
   githubIssueLabel: source-beamer
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-bigmailer/metadata.yaml b/airbyte-integrations/connectors/source-bigmailer/metadata.yaml
index 99fcfcf9a1a9..8bef7d3518f0 100644
--- a/airbyte-integrations/connectors/source-bigmailer/metadata.yaml
+++ b/airbyte-integrations/connectors/source-bigmailer/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-bigmailer
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c448df04-e5ce-43e0-85cb-a4cfff936c3d
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-bigmailer
   githubIssueLabel: source-bigmailer
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-bing-ads/CLAUDE.md b/airbyte-integrations/connectors/source-bing-ads/CLAUDE.md
deleted file mode 100644
index df330582e86e..000000000000
--- a/airbyte-integrations/connectors/source-bing-ads/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-bing-ads
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Duplicate records from predicate-based account filtering
-  2. Bulk report downloads that may arrive uncompressed despite gzip expectation
diff --git a/airbyte-integrations/connectors/source-bing-ads/BEHAVIOR.md b/airbyte-integrations/connectors/source-bing-ads/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-bing-ads/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-bing-ads/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-bing-ads/components.py b/airbyte-integrations/connectors/source-bing-ads/components.py
index 19a7fcda3fb6..7a0d499cd855 100644
--- a/airbyte-integrations/connectors/source-bing-ads/components.py
+++ b/airbyte-integrations/connectors/source-bing-ads/components.py
@@ -3,6 +3,8 @@
 import gzip
 import io
 import logging
+import tempfile
+import zipfile
 from copy import deepcopy
 from dataclasses import dataclass
 from datetime import datetime, timezone
@@ -467,6 +469,59 @@ def read(self, size: int = -1) -> bytes:
         return self._stream.read(size) or b""
 
 
+@dataclass
+class BingAdsReportZipCsvDecoder(Decoder):
+    """
+    Streaming decoder for Bing Ads report ZIP downloads.
+
+    The CDK's built-in ZipfileDecoder loads the entire HTTP response into memory
+    via `response.content`, creating multiple in-memory copies of the data.
+    With high concurrency, this causes OOM when processing large reports.
+
+    This decoder streams the response to a temporary SpooledTemporaryFile
+    (spilling to disk beyond 5 MB), then extracts and parses the CSV content
+    row-by-row, keeping memory usage bounded regardless of report size.
+    """
+
+    encoding: str = "utf-8-sig"
+    set_values_to_none: Optional[List[str]] = None
+
+    def is_stream_response(self) -> bool:
+        return True
+
+    def decode(self, response: Any) -> Generator[MutableMapping[str, Any], None, None]:
+        spool = tempfile.SpooledTemporaryFile(max_size=5 * 1024 * 1024)
+        raw = response.raw
+        try:
+            while True:
+                chunk = raw.read(64 * 1024)
+                if not chunk:
+                    break
+                spool.write(chunk)
+            spool.seek(0)
+
+            try:
+                with zipfile.ZipFile(spool) as zf:
+                    for name in zf.namelist():
+                        with zf.open(name) as member:
+                            text_stream = io.TextIOWrapper(member, encoding=self.encoding)
+                            reader = csv.DictReader(text_stream)
+                            none_values = set(self.set_values_to_none) if self.set_values_to_none else set()
+                            for row in reader:
+                                row.pop(None, None)  # Remove extra columns not in header
+                                if none_values:
+                                    for key, value in row.items():
+                                        if value in none_values:
+                                            row[key] = None
+                                yield row
+            except zipfile.BadZipFile as exc:
+                logger.error("Received an invalid zip file in response: %s", exc)
+                raise
+        finally:
+            spool.close()
+            raw.close()
+
+
 @dataclass
 class BingAdsGzipCsvDecoder(Decoder):
     """
diff --git a/airbyte-integrations/connectors/source-bing-ads/manifest.yaml b/airbyte-integrations/connectors/source-bing-ads/manifest.yaml
index 6efefd23237a..7cc5f1252100 100644
--- a/airbyte-integrations/connectors/source-bing-ads/manifest.yaml
+++ b/airbyte-integrations/connectors/source-bing-ads/manifest.yaml
@@ -2535,13 +2535,12 @@ definitions:
       url_base: "{{download_target}}"
       http_method: GET
     download_decoder:
-      type: ZipfileDecoder
-      decoder:
-        type: CsvDecoder
-        encoding: "utf-8-sig"
-        set_values_to_none:
-          - ""
-          - "--"
+      type: CustomDecoder
+      class_name: source_declarative_manifest.components.BingAdsReportZipCsvDecoder
+      encoding: "utf-8-sig"
+      set_values_to_none:
+        - ""
+        - "--"
     creation_requester:
       type: HttpRequester
       url_base: https://reporting.api.bingads.microsoft.com/
@@ -17473,8 +17472,8 @@ schemas:
 
 concurrency_level:
   type: ConcurrencyLevel
-  default_concurrency: 40
-  max_concurrency: 40
+  default_concurrency: 10
+  max_concurrency: 20
 
 spec:
   type: Spec
diff --git a/airbyte-integrations/connectors/source-bing-ads/metadata.yaml b/airbyte-integrations/connectors/source-bing-ads/metadata.yaml
index e2ca076c8860..eaffc112ca5b 100644
--- a/airbyte-integrations/connectors/source-bing-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-bing-ads/metadata.yaml
@@ -16,7 +16,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 47f25999-dd5e-4636-8c39-e7cea2453331
-  dockerImageTag: 2.23.15-rc.1
+  dockerImageTag: 2.23.15-rc.2
   dockerRepository: airbyte/source-bing-ads
   documentationUrl: https://docs.airbyte.com/integrations/sources/bing-ads
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-bitly/metadata.yaml b/airbyte-integrations/connectors/source-bitly/metadata.yaml
index b420719bfc80..fc210bf33e14 100644
--- a/airbyte-integrations/connectors/source-bitly/metadata.yaml
+++ b/airbyte-integrations/connectors/source-bitly/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-bitly
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3631f862-646b-4abf-abde-dc37acf3847c
-  dockerImageTag: 0.0.39
+  dockerImageTag: 0.0.40
   dockerRepository: airbyte/source-bitly
   githubIssueLabel: source-bitly
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-bluetally/metadata.yaml b/airbyte-integrations/connectors/source-bluetally/metadata.yaml
index 6c417fefc289..b700b47699e8 100644
--- a/airbyte-integrations/connectors/source-bluetally/metadata.yaml
+++ b/airbyte-integrations/connectors/source-bluetally/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-bluetally
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d4154c0b-7737-42c3-92dc-7a8e046e6456
-  dockerImageTag: 0.0.22
+  dockerImageTag: 0.0.23
   dockerRepository: airbyte/source-bluetally
   githubIssueLabel: source-bluetally
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-boldsign/metadata.yaml b/airbyte-integrations/connectors/source-boldsign/metadata.yaml
index f0c968363e3a..bf3d9d6a6d30 100644
--- a/airbyte-integrations/connectors/source-boldsign/metadata.yaml
+++ b/airbyte-integrations/connectors/source-boldsign/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-boldsign
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b013676a-2286-4f7a-bca4-811477207761
-  dockerImageTag: 0.0.24
+  dockerImageTag: 0.0.25
   dockerRepository: airbyte/source-boldsign
   githubIssueLabel: source-boldsign
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-brevo/manifest.yaml b/airbyte-integrations/connectors/source-brevo/manifest.yaml
index e8b91a0bc192..93f9286b6b34 100644
--- a/airbyte-integrations/connectors/source-brevo/manifest.yaml
+++ b/airbyte-integrations/connectors/source-brevo/manifest.yaml
@@ -1224,7 +1224,7 @@ spec:
   type: Spec
   connection_specification:
     type: object
-    $schema: http://json-schema.org/draft-07/schema#
+    $schema: https://json-schema.org/draft-07/schema#
     required:
       - api_key
       - start_date
@@ -1434,7 +1434,7 @@ metadata:
 schemas:
   contacts:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       attributes:
@@ -2167,7 +2167,7 @@ schemas:
       - modifiedAt
   contacts_attributes:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       type:
@@ -2209,7 +2209,7 @@ schemas:
           - "null"
   contacts_folders_lists:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       id:
@@ -2234,7 +2234,7 @@ schemas:
       - id
   contacts_folders:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       id:
@@ -2259,7 +2259,7 @@ schemas:
       - id
   contacts_segments:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       categoryName:
@@ -2280,7 +2280,7 @@ schemas:
       - id
   contacts_lists_contacts:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       attributes:
@@ -3006,7 +3006,7 @@ schemas:
       - modifiedAt
   contacts_lists:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       folderId:
@@ -3035,7 +3035,7 @@ schemas:
       - id
   senders:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       active:
@@ -3060,7 +3060,7 @@ schemas:
       - id
   companies:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       attributes:
@@ -3213,7 +3213,7 @@ schemas:
       - last_updated_at
   companies_attributes:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       attributeOptions:
@@ -3251,7 +3251,7 @@ schemas:
           - "null"
   crm_pipeline_stages:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       id:
@@ -3264,7 +3264,7 @@ schemas:
       - id
   crm_pipeline_details_all:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       pipeline:
@@ -3294,7 +3294,7 @@ schemas:
       - pipeline
   crm_attributes_deals:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       attributeOptions:
@@ -3332,7 +3332,7 @@ schemas:
           - "null"
   crm_deals:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       attributes:
@@ -3622,7 +3622,7 @@ schemas:
       - last_updated_at
   crm_tasktypes:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       id:
@@ -3635,7 +3635,7 @@ schemas:
       - id
   crm_tasks:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       assignToId:
@@ -3703,7 +3703,7 @@ schemas:
       - updatedAt
   crm_notes:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       author:
@@ -3811,7 +3811,7 @@ schemas:
       - updatedAt
   domains:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       authenticated:
@@ -3857,7 +3857,7 @@ schemas:
       - id
   webhooks:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       type:
@@ -3894,7 +3894,7 @@ schemas:
       - id
   account:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       address:
@@ -4062,7 +4062,7 @@ schemas:
       - organization_id
   organization_invited_users:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       email:
@@ -4108,7 +4108,7 @@ schemas:
       - email
   emailCampaigns:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       type:
@@ -4374,11 +4374,11 @@ schemas:
               - object
               - "null"
             properties:
-              http://:
+              https://:
                 type:
                   - number
                   - "null"
-              http://www.brevo.com:
+              https://www.brevo.com:
                 type:
                   - number
                   - "null"
@@ -5031,7 +5031,7 @@ schemas:
       - modifiedAt
   smsCampaigns:
     type: object
-    $schema: http://json-schema.org/schema#
+    $schema: https://json-schema.org/schema#
     additionalProperties: true
     properties:
       content:
diff --git a/airbyte-integrations/connectors/source-brevo/metadata.yaml b/airbyte-integrations/connectors/source-brevo/metadata.yaml
index 855bd527d9be..70ecac8e87a8 100644
--- a/airbyte-integrations/connectors/source-brevo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-brevo/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-brevo
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0.post13.dev23823332086@sha256:dc8f1d054d9b0ee5ed6afe1b6732151ddd4dfa58ee32ca39c608ee2dd50dadf5
   connectorSubtype: api
   connectorType: source
   definitionId: e2276f19-1c19-4d4e-ae6c-7df3c9c4ad49
-  dockerImageTag: 0.2.28
+  dockerImageTag: 0.2.30
   dockerRepository: airbyte/source-brevo
   githubIssueLabel: source-brevo
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-brex/metadata.yaml b/airbyte-integrations/connectors/source-brex/metadata.yaml
index 45fe2d98fd9c..f53a4824f79f 100644
--- a/airbyte-integrations/connectors/source-brex/metadata.yaml
+++ b/airbyte-integrations/connectors/source-brex/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-brex
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7d605ca7-f2b8-41c4-96a7-3d5637e58d6d
-  dockerImageTag: 0.0.40
+  dockerImageTag: 0.0.41
   dockerRepository: airbyte/source-brex
   githubIssueLabel: source-brex
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-bugsnag/metadata.yaml b/airbyte-integrations/connectors/source-bugsnag/metadata.yaml
index 8a8f99e761f9..e96fed65c663 100644
--- a/airbyte-integrations/connectors/source-bugsnag/metadata.yaml
+++ b/airbyte-integrations/connectors/source-bugsnag/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-bugsnag
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: fa6c7629-0556-4b29-9f2c-7f6f4e54e997
-  dockerImageTag: 0.0.44
+  dockerImageTag: 0.0.45
   dockerRepository: airbyte/source-bugsnag
   githubIssueLabel: source-bugsnag
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-buildkite/metadata.yaml b/airbyte-integrations/connectors/source-buildkite/metadata.yaml
index 0e3aaffb0770..15b7d9d38329 100644
--- a/airbyte-integrations/connectors/source-buildkite/metadata.yaml
+++ b/airbyte-integrations/connectors/source-buildkite/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-buildkite
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9b0d6e72-5c85-40a3-af88-3a8f7c65746f
-  dockerImageTag: 0.0.42
+  dockerImageTag: 0.0.43
   dockerRepository: airbyte/source-buildkite
   githubIssueLabel: source-buildkite
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-buzzsprout/metadata.yaml b/airbyte-integrations/connectors/source-buzzsprout/metadata.yaml
index e778e912cd20..19e5920afdbf 100644
--- a/airbyte-integrations/connectors/source-buzzsprout/metadata.yaml
+++ b/airbyte-integrations/connectors/source-buzzsprout/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-buzzsprout
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6ad23bfc-cb11-4faa-a243-f9ccdb0145cc
-  dockerImageTag: 0.0.44
+  dockerImageTag: 0.0.45
   dockerRepository: airbyte/source-buzzsprout
   githubIssueLabel: source-buzzsprout
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-cal-com/metadata.yaml b/airbyte-integrations/connectors/source-cal-com/metadata.yaml
index 985c3b2e7419..b924ccb5e179 100644
--- a/airbyte-integrations/connectors/source-cal-com/metadata.yaml
+++ b/airbyte-integrations/connectors/source-cal-com/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-cal-com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3db8a652-88f7-41ee-91a3-2f745322d9ae
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-cal-com
   githubIssueLabel: source-cal-com
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-calendly/metadata.yaml b/airbyte-integrations/connectors/source-calendly/metadata.yaml
index 51302fd843d7..7cbec64d9d44 100644
--- a/airbyte-integrations/connectors/source-calendly/metadata.yaml
+++ b/airbyte-integrations/connectors/source-calendly/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-calendly
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b8f2cbee-b073-4dd8-9b80-97d7bae967a4
-  dockerImageTag: 0.1.35
+  dockerImageTag: 0.1.36
   dockerRepository: airbyte/source-calendly
   githubIssueLabel: source-calendly
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-campaign-monitor/metadata.yaml b/airbyte-integrations/connectors/source-campaign-monitor/metadata.yaml
index c41b4e499b23..890754896ed6 100644
--- a/airbyte-integrations/connectors/source-campaign-monitor/metadata.yaml
+++ b/airbyte-integrations/connectors/source-campaign-monitor/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-campaign-monitor
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9d350ec7-2860-4106-a331-7d9403dd9a02
-  dockerImageTag: 0.0.41
+  dockerImageTag: 0.0.42
   dockerRepository: airbyte/source-campaign-monitor
   githubIssueLabel: source-campaign-monitor
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-campayn/metadata.yaml b/airbyte-integrations/connectors/source-campayn/metadata.yaml
index 03e47c81c3ca..d516a8bb6d31 100644
--- a/airbyte-integrations/connectors/source-campayn/metadata.yaml
+++ b/airbyte-integrations/connectors/source-campayn/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-campayn
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 5674ae5a-511e-4093-9da9-086bf5f0b568
-  dockerImageTag: 0.0.43
+  dockerImageTag: 0.0.44
   dockerRepository: airbyte/source-campayn
   githubIssueLabel: source-campayn
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-capsule-crm/metadata.yaml b/airbyte-integrations/connectors/source-capsule-crm/metadata.yaml
index 4c16df5caefc..de6fb61dd540 100644
--- a/airbyte-integrations/connectors/source-capsule-crm/metadata.yaml
+++ b/airbyte-integrations/connectors/source-capsule-crm/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-capsule-crm
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 4f1b8b9c-fa2c-4fc2-b041-e3bde27a0cb1
-  dockerImageTag: 0.0.39
+  dockerImageTag: 0.0.40
   dockerRepository: airbyte/source-capsule-crm
   githubIssueLabel: source-capsule-crm
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-care-quality-commission/metadata.yaml b/airbyte-integrations/connectors/source-care-quality-commission/metadata.yaml
index 45e5361dfa56..0e898b4dc062 100644
--- a/airbyte-integrations/connectors/source-care-quality-commission/metadata.yaml
+++ b/airbyte-integrations/connectors/source-care-quality-commission/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-care-quality-commission
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2366b7bf-b83e-471c-b4a0-1405887fdf6e
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-care-quality-commission
   githubIssueLabel: source-care-quality-commission
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-chameleon/metadata.yaml b/airbyte-integrations/connectors/source-chameleon/metadata.yaml
index 693508dbb676..133f228ec6b3 100644
--- a/airbyte-integrations/connectors/source-chameleon/metadata.yaml
+++ b/airbyte-integrations/connectors/source-chameleon/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-chameleon
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 64a0240a-81a4-4e40-8002-e063b17cfbbe
-  dockerImageTag: 0.1.45
+  dockerImageTag: 0.1.46
   dockerRepository: airbyte/source-chameleon
   githubIssueLabel: source-chameleon
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-chargebee/CLAUDE.md b/airbyte-integrations/connectors/source-chargebee/CLAUDE.md
deleted file mode 100644
index 297963e037df..000000000000
--- a/airbyte-integrations/connectors/source-chargebee/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-chargebee
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Product Catalog version-gated streams (silently ignored via `configuration_incompatible`)
diff --git a/airbyte-integrations/connectors/source-chargebee/BEHAVIOR.md b/airbyte-integrations/connectors/source-chargebee/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-chargebee/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-chargebee/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-chift/metadata.yaml b/airbyte-integrations/connectors/source-chift/metadata.yaml
index acbe2b342e17..d3ffc6545e75 100644
--- a/airbyte-integrations/connectors/source-chift/metadata.yaml
+++ b/airbyte-integrations/connectors/source-chift/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-chift
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d03aa64c-21a9-4edc-97b9-5590600ee3d6
-  dockerImageTag: 0.0.10
+  dockerImageTag: 0.0.11
   dockerRepository: airbyte/source-chift
   githubIssueLabel: source-chift
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-churnkey/metadata.yaml b/airbyte-integrations/connectors/source-churnkey/metadata.yaml
index 391bf139216f..34184854180b 100644
--- a/airbyte-integrations/connectors/source-churnkey/metadata.yaml
+++ b/airbyte-integrations/connectors/source-churnkey/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-churnkey
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 0f1a0659-0239-48a7-bf34-072a5bf2713a
-  dockerImageTag: 0.0.24
+  dockerImageTag: 0.0.25
   dockerRepository: airbyte/source-churnkey
   githubIssueLabel: source-churnkey
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-cimis/metadata.yaml b/airbyte-integrations/connectors/source-cimis/metadata.yaml
index 1dada2ba9757..3d61853c5e6f 100644
--- a/airbyte-integrations/connectors/source-cimis/metadata.yaml
+++ b/airbyte-integrations/connectors/source-cimis/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-cimis
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d169ef9b-6741-4af6-b4c8-7ec4410d7f0e
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-cimis
   githubIssueLabel: source-cimis
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-cin7/metadata.yaml b/airbyte-integrations/connectors/source-cin7/metadata.yaml
index 10bfd5a027fa..cd3629467562 100644
--- a/airbyte-integrations/connectors/source-cin7/metadata.yaml
+++ b/airbyte-integrations/connectors/source-cin7/metadata.yaml
@@ -13,7 +13,7 @@ data:
       enabled: false
       packageName: airbyte-source-cin7
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorTestSuitesOptions:
     - suite: acceptanceTests
       testSecrets:
@@ -25,7 +25,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: ff48bf15-f917-4fff-ba28-cbab56ef892f
-  dockerImageTag: 0.3.30
+  dockerImageTag: 0.3.31
   dockerRepository: airbyte/source-cin7
   githubIssueLabel: source-cin7
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-clarif-ai/metadata.yaml b/airbyte-integrations/connectors/source-clarif-ai/metadata.yaml
index fba0665df93d..df17e4d9e8e2 100644
--- a/airbyte-integrations/connectors/source-clarif-ai/metadata.yaml
+++ b/airbyte-integrations/connectors/source-clarif-ai/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-clarif-ai
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7fbeaeea-2d0d-4f13-8200-fa228494d91c
-  dockerImageTag: 0.0.52
+  dockerImageTag: 0.0.53
   dockerRepository: airbyte/source-clarif-ai
   githubIssueLabel: source-clarif-ai
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-clazar/metadata.yaml b/airbyte-integrations/connectors/source-clazar/metadata.yaml
index dc82c15dda38..5dce4febdcaf 100644
--- a/airbyte-integrations/connectors/source-clazar/metadata.yaml
+++ b/airbyte-integrations/connectors/source-clazar/metadata.yaml
@@ -12,11 +12,11 @@ data:
       enabled: false
       packageName: airbyte-source-clazar
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d7df7b64-6266-45b5-ad83-e1515578f371
-  dockerImageTag: 0.4.51
+  dockerImageTag: 0.4.52
   dockerRepository: airbyte/source-clazar
   githubIssueLabel: source-clazar
   icon: clazar.svg
diff --git a/airbyte-integrations/connectors/source-clickup-api/metadata.yaml b/airbyte-integrations/connectors/source-clickup-api/metadata.yaml
index b36572e0322f..cb00f8ac5e27 100644
--- a/airbyte-integrations/connectors/source-clickup-api/metadata.yaml
+++ b/airbyte-integrations/connectors/source-clickup-api/metadata.yaml
@@ -5,7 +5,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 311a7a27-3fb5-4f7e-8265-5e4afe258b66
-  dockerImageTag: 0.3.44
+  dockerImageTag: 0.3.45
   dockerRepository: airbyte/source-clickup-api
   githubIssueLabel: source-clickup-api
   icon: clickup.svg
@@ -43,7 +43,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: ClickUp API reference
       url: https://clickup.com/api/
diff --git a/airbyte-integrations/connectors/source-clockodo/metadata.yaml b/airbyte-integrations/connectors/source-clockodo/metadata.yaml
index 96c6c5e1bc9e..53a6b426246d 100644
--- a/airbyte-integrations/connectors/source-clockodo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-clockodo/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-clockodo
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9cddb136-acda-4755-9200-9014944650fc
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-clockodo
   githubIssueLabel: source-clockodo
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-coassemble/metadata.yaml b/airbyte-integrations/connectors/source-coassemble/metadata.yaml
index 56b63e55f81a..9c3a4a870b58 100644
--- a/airbyte-integrations/connectors/source-coassemble/metadata.yaml
+++ b/airbyte-integrations/connectors/source-coassemble/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-coassemble
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 85999b05-fae0-4312-a3ae-f4987f50d434
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-coassemble
   githubIssueLabel: source-coassemble
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-drift/metadata.yaml b/airbyte-integrations/connectors/source-drift/metadata.yaml
index b1c54ef546dc..0b85c0a83038 100644
--- a/airbyte-integrations/connectors/source-drift/metadata.yaml
+++ b/airbyte-integrations/connectors/source-drift/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - https://driftapi.com/
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 445831eb-78db-4b1f-8f1f-0d96ad8739e2
-  dockerImageTag: 0.4.46
+  dockerImageTag: 0.4.47
   dockerRepository: airbyte/source-drift
   documentationUrl: https://docs.airbyte.com/integrations/sources/drift
   githubIssueLabel: source-drift
diff --git a/airbyte-integrations/connectors/source-dropbox-sign/metadata.yaml b/airbyte-integrations/connectors/source-dropbox-sign/metadata.yaml
index 7ab77e11d219..e23c44998c06 100644
--- a/airbyte-integrations/connectors/source-dropbox-sign/metadata.yaml
+++ b/airbyte-integrations/connectors/source-dropbox-sign/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-dropbox-sign
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: da9cccd2-7319-44ea-b6cf-ddc08f13e959
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-dropbox-sign
   githubIssueLabel: source-dropbox-sign
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-dwolla/metadata.yaml b/airbyte-integrations/connectors/source-dwolla/metadata.yaml
index 267cdfdad5bf..94a69d432af4 100644
--- a/airbyte-integrations/connectors/source-dwolla/metadata.yaml
+++ b/airbyte-integrations/connectors/source-dwolla/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-dwolla
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 775602d3-844c-4b5c-9931-3f0a923c12f2
-  dockerImageTag: 0.0.31
+  dockerImageTag: 0.0.32
   dockerRepository: airbyte/source-dwolla
   githubIssueLabel: source-dwolla
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-e-conomic/metadata.yaml b/airbyte-integrations/connectors/source-e-conomic/metadata.yaml
index 1508ae054116..7043be3458ef 100644
--- a/airbyte-integrations/connectors/source-e-conomic/metadata.yaml
+++ b/airbyte-integrations/connectors/source-e-conomic/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-e-conomic
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2724ccae-2503-4348-9f1c-b5645b54a985
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-e-conomic
   githubIssueLabel: source-e-conomic
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-easypromos/metadata.yaml b/airbyte-integrations/connectors/source-easypromos/metadata.yaml
index c9d2e37c7053..aa9fe536571e 100644
--- a/airbyte-integrations/connectors/source-easypromos/metadata.yaml
+++ b/airbyte-integrations/connectors/source-easypromos/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-easypromos
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 8b418a25-7042-430f-96d8-72853a337a26
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-easypromos
   githubIssueLabel: source-easypromos
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-ebay-finance/metadata.yaml b/airbyte-integrations/connectors/source-ebay-finance/metadata.yaml
index 944c4179223d..1db3565f4b5c 100644
--- a/airbyte-integrations/connectors/source-ebay-finance/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ebay-finance/metadata.yaml
@@ -14,11 +14,11 @@ data:
       enabled: false
       packageName: airbyte-source-ebay-finance
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 177c8ac0-5b2e-497d-9526-c787fb333fc9
-  dockerImageTag: 0.0.32
+  dockerImageTag: 0.0.33
   dockerRepository: airbyte/source-ebay-finance
   githubIssueLabel: source-ebay-finance
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-employment-hero/metadata.yaml b/airbyte-integrations/connectors/source-employment-hero/metadata.yaml
index 2b564ff64792..5764649c37ac 100644
--- a/airbyte-integrations/connectors/source-employment-hero/metadata.yaml
+++ b/airbyte-integrations/connectors/source-employment-hero/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-employment-hero
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: e2db518e-ef68-40bb-a2b6-b9f9aabbadb3
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-employment-hero
   githubIssueLabel: source-employment-hero
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-eventbrite/metadata.yaml b/airbyte-integrations/connectors/source-eventbrite/metadata.yaml
index a66091c0f002..0dc387464d4e 100644
--- a/airbyte-integrations/connectors/source-eventbrite/metadata.yaml
+++ b/airbyte-integrations/connectors/source-eventbrite/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-eventbrite
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6748b22d-3d27-4907-b8c0-04f6c8ef71b8
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-eventbrite
   githubIssueLabel: source-eventbrite
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-eventee/metadata.yaml b/airbyte-integrations/connectors/source-eventee/metadata.yaml
index e3b724c0dd1c..15957c906a15 100644
--- a/airbyte-integrations/connectors/source-eventee/metadata.yaml
+++ b/airbyte-integrations/connectors/source-eventee/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-eventee
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 8be64312-22e6-4c6d-8738-2294bd565139
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-eventee
   githubIssueLabel: source-eventee
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-ezofficeinventory/metadata.yaml b/airbyte-integrations/connectors/source-ezofficeinventory/metadata.yaml
index 2a2c0259cae6..a4231eea8d91 100644
--- a/airbyte-integrations/connectors/source-ezofficeinventory/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ezofficeinventory/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-ezofficeinventory
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7b6be0f6-4139-42f8-a89e-2ca25560979a
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-ezofficeinventory
   githubIssueLabel: source-ezofficeinventory
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/metadata.yaml b/airbyte-integrations/connectors/source-facebook-marketing/metadata.yaml
index 51608e96278e..a6b9faa3e4a1 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/metadata.yaml
+++ b/airbyte-integrations/connectors/source-facebook-marketing/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: e7778cfc-e97c-4458-9ecb-b4f2bba8946c
-  dockerImageTag: 5.2.2
+  dockerImageTag: 5.2.4
   dockerRepository: airbyte/source-facebook-marketing
   documentationUrl: https://docs.airbyte.com/integrations/sources/facebook-marketing
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/pyproject.toml b/airbyte-integrations/connectors/source-facebook-marketing/pyproject.toml
index 8463c038ce60..f7c68e458d9b 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/pyproject.toml
+++ b/airbyte-integrations/connectors/source-facebook-marketing/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "5.2.2"
+version = "5.2.4"
 name = "source-facebook-marketing"
 description = "Source implementation for Facebook Marketing."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/async_job.py b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/async_job.py
index 57441150e572..5c08692c4ec1 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/async_job.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/async_job.py
@@ -19,7 +19,7 @@
 from airbyte_cdk.utils.datetime_helpers import AirbyteDateTime, ab_datetime_now
 from source_facebook_marketing.streams.common import retry_pattern
 
-from ..utils import DateInterval, validate_start_date
+from ..utils import DateInterval
 
 
 logger = logging.getLogger("airbyte")
@@ -421,37 +421,58 @@ def _split_by_edge_class(self, edge_class: Union[Type[Campaign], Type[AdSet], Ty
             for pk in ids
         ]
 
+    MAX_ID_COLLECTION_ATTEMPTS = 3
+
     def _collect_child_ids(self, pk_name: str, level: str) -> List[str]:
         """
         Start a tiny async insights job to collect child IDs, poll until terminal,
-        then return the list of IDs. Separated for unit testing.
+        then return the list of IDs.
+
+        Retries up to MAX_ID_COLLECTION_ATTEMPTS times when Facebook returns a
+        transient ``Job Failed`` or ``Job Skipped`` status, mirroring the
+        retry/split policy used in :meth:`_check_status` for the main insight
+        jobs.
         """
         since = AirbyteDateTime.from_datetime(datetime.combine(self._interval.start - timedelta(days=28 + 1), datetime.min.time()))
-        since = validate_start_date(since)
         params = {
             "fields": [pk_name],
             "level": level,
             "time_range": {"since": since.strftime("%Y-%m-%d"), "until": self._interval.end.strftime("%Y-%m-%d")},
         }
 
-        try:
-            id_job: AdReportRun = self._edge_object.get_insights(params=params, is_async=True)
-        except Exception as e:
-            raise ValueError(f"Failed to start ID-collection at level={level}: {e}") from e
-
-        start_ts = ab_datetime_now()
-        while True:
-            id_job = id_job.api_get()
-            status = id_job.get("async_status")
-            percent = id_job.get("async_percent_completion")
-            logger.info(f"[Split:{level}] status={status}, {percent}%")
+        last_status: Optional[str] = None
+        for attempt in range(1, self.MAX_ID_COLLECTION_ATTEMPTS + 1):
+            try:
+                id_job: AdReportRun = self._edge_object.get_insights(params=params, is_async=True)
+            except Exception as e:
+                raise ValueError(f"Failed to start ID-collection at level={level}: {e}") from e
+
+            start_ts = ab_datetime_now()
+            while True:
+                id_job = id_job.api_get()
+                status = id_job.get("async_status")
+                percent = id_job.get("async_percent_completion")
+                logger.info(f"[Split:{level}] attempt={attempt}, status={status}, {percent}%")
+                if status == Status.COMPLETED:
+                    break
+                if status in (Status.FAILED, Status.SKIPPED):
+                    last_status = status
+                    logger.warning(
+                        f"[Split:{level}] ID-collection attempt {attempt}/{self.MAX_ID_COLLECTION_ATTEMPTS} "
+                        f"returned {status}; {'retrying' if attempt < self.MAX_ID_COLLECTION_ATTEMPTS else 'giving up'}."
+                    )
+                    break
+                if (ab_datetime_now() - start_ts) > self._job_timeout:
+                    raise ValueError(f"ID-collection timed out for level={level}")
+                time.sleep(30)
+
             if status == Status.COMPLETED:
                 break
-            if status in (Status.FAILED, Status.SKIPPED):
-                raise ValueError(f"ID-collection failed for level={level}: {status}")
-            if (ab_datetime_now() - start_ts) > self._job_timeout:
-                raise ValueError(f"ID-collection timed out for level={level}")
-            time.sleep(30)
+
+            if attempt < self.MAX_ID_COLLECTION_ATTEMPTS:
+                time.sleep(30)
+        else:
+            raise ValueError(f"ID-collection failed for level={level} after {self.MAX_ID_COLLECTION_ATTEMPTS} attempts: {last_status}")
 
         try:
             result_cursor = id_job.get_result(params={"limit": self.page_size})
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py
index 57abe97a93e2..6609edf3397d 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_insight_streams.py
@@ -21,7 +21,7 @@
 from source_facebook_marketing.streams.async_job import AsyncJob, InsightAsyncJob
 from source_facebook_marketing.streams.async_job_manager import InsightAsyncJobManager
 from source_facebook_marketing.streams.common import traced_exception
-from source_facebook_marketing.utils import DateInterval
+from source_facebook_marketing.utils import DateInterval, validate_start_date
 
 from .base_streams import FBMarketingIncrementalStream
 
@@ -374,7 +374,14 @@ def _date_intervals(self, account_id: str) -> Iterator[date]:
         if end_date < self._next_cursor_values[account_id]:
             return
 
-        current_date = self._next_cursor_values[account_id]
+        # Validate start date against the data retention period so that
+        # downstream code (e.g. _collect_child_ids) never receives an
+        # interval whose start predates the 37-month retention boundary.
+        current_date = validate_start_date(
+            AirbyteDateTime.from_datetime(datetime.combine(self._next_cursor_values[account_id], datetime.min.time()))
+        ).date()
+        if current_date > end_date:
+            return
 
         if self.time_increment_period == TimeIncrementPeriod.weekly:
             # Snap to Monday boundary
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py
index 21090a608c98..c77da36dfd89 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/base_streams.py
@@ -64,7 +64,8 @@ def __init__(
     @cache
     def fields(self, **kwargs) -> List[str]:
         """
-        List of fields that we want to query, if no json_schema from configured catalog then will get all properties from stream's schema
+        List of fields that we want to query, if no json_schema from configured catalog then will get all properties from stream's schema.
+        Fields listed in fields_exceptions are excluded to avoid 'Too much data was requested in batch' errors.
         """
         if self._fields:
             return self._fields
@@ -73,7 +74,9 @@ def fields(self, **kwargs) -> List[str]:
             if self.configured_json_schema and self.configured_json_schema.get("properties")
             else self.get_json_schema()
         )
-        self._saved_fields = list(json_schema.get("properties", {}).keys())
+        all_fields = list(json_schema.get("properties", {}).keys())
+        # Exclude fields that are known to cause issues (e.g., 'Too much data was requested in batch' errors)
+        self._saved_fields = [field for field in all_fields if field not in self.fields_exceptions]
         return self._saved_fields
 
     @classmethod
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py
index 06463e0ceb0b..454622a8bd65 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py
@@ -16,6 +16,7 @@
 from airbyte_cdk.models import SyncMode
 from airbyte_cdk.sources.streams.core import package_name_from_class
 from airbyte_cdk.sources.utils.schema_helpers import ResourceSchemaLoader
+from airbyte_cdk.utils import AirbyteTracedException
 from airbyte_cdk.utils.datetime_helpers import AirbyteDateTime, ab_datetime_parse
 from source_facebook_marketing.spec import ValidAdSetStatuses, ValidAdStatuses, ValidCampaignStatuses
 
@@ -141,6 +142,11 @@ def _fetch_creative_details(self, creative_id: str) -> Optional[Mapping[str, Any
         except (FacebookRequestError, TypeError) as e:
             logger.warning(f"Failed to fetch creative {creative_id}: {e}")
             return None
+        except AirbyteTracedException as e:
+            if isinstance(e._exception, FacebookRequestError) and e._exception.http_status() == 500:
+                logger.warning(f"Failed to fetch creative {creative_id}: {e}")
+                return None
+            raise
 
     def read_records(
         self,
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_async_job.py b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_async_job.py
index fd901f3001cb..09d2d5796705 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_async_job.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_async_job.py
@@ -17,9 +17,9 @@
 from facebook_business.api import FacebookAdsApiBatch, FacebookBadObjectError
 from source_facebook_marketing.api import MyFacebookAdsApi
 from source_facebook_marketing.streams.async_job import InsightAsyncJob, ParentAsyncJob, Status, update_in_batch
-from source_facebook_marketing.utils import INSIGHTS_RETENTION_PERIOD_DAYS, DateInterval, validate_start_date
+from source_facebook_marketing.utils import DateInterval
 
-from airbyte_cdk.utils.datetime_helpers import AirbyteDateTime, ab_datetime_now
+from airbyte_cdk.utils.datetime_helpers import ab_datetime_now
 
 
 class DummyAPILimit:
@@ -453,9 +453,7 @@ def fake_get_insights(params, is_async):
         small_jobs = job._split_by_edge_class(next_edge_class)
 
         # ----- Assert the params passed to get_insights --------------------------
-        expected_since = validate_start_date(
-            AirbyteDateTime.from_datetime(datetime.combine(job._interval.start - timedelta(days=29), datetime.min.time()))
-        ).strftime("%Y-%m-%d")
+        expected_since = (job._interval.start - timedelta(days=29)).strftime("%Y-%m-%d")
 
         expected_params = {
             "fields": [id_field],
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_insight_streams.py b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_insight_streams.py
index 8f0e8c090f68..7c2ec8c6e1c5 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_insight_streams.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_insight_streams.py
@@ -1639,3 +1639,22 @@ def test_date_intervals_weekly_narrow_range(self, api, some_config):
         # Next would be Mar 9 > end_date Mar 6, so stops
         expected = [date(2026, 3, 2)]
         assert intervals == expected
+
+    @freeze_time("2026-04-01")
+    def test_date_intervals_clamps_start_to_retention_boundary(self, api, some_config):
+        """Start date older than 37-month retention period is clamped forward."""
+        # Set start_date well before the retention boundary (4+ years ago).
+        # validate_start_date computes retention_date = today - 1123 days + 1 day.
+        # Frozen today = 2026-04-01 → retention_date = 2026-04-01 - 1123 + 1 = 2023-03-05.
+        retention_date = date(2026, 4, 1) - timedelta(days=1123) + timedelta(days=1)
+        stream = AdsInsights(
+            api=api,
+            account_ids=some_config["account_ids"],
+            start_date=datetime(2022, 1, 1),  # way before retention boundary
+            end_date=datetime(2026, 4, 1),
+            insights_lookback_window=0,
+            time_increment=5,
+        )
+        intervals = list(stream._date_intervals(some_config["account_ids"][0]))
+        # The first interval should start at the retention boundary, not 2022-01-01
+        assert intervals[0] == retention_date
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_streams.py b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_streams.py
index b5ed2233fa43..8a7e795c31be 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_streams.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_streams.py
@@ -35,6 +35,56 @@ def list_objects(self, params: Mapping[str, Any]) -> Iterable:
         yield from []
 
 
+class TestFieldsExceptions:
+    """Tests for FBMarketingStream.fields() method with fields_exceptions filtering."""
+
+    def test_fields_excludes_fields_exceptions(self, api, some_config):
+        """Fields listed in fields_exceptions are excluded from the API request fields."""
+        stream = SomeTestStream(api=api, account_ids=some_config["account_ids"])
+        # Simulate a schema with several properties
+        schema = {
+            "properties": {
+                "id": {"type": "string"},
+                "name": {"type": "string"},
+                "rule": {"type": "object"},
+                "status": {"type": "string"},
+            }
+        }
+        stream.get_json_schema = lambda: schema
+
+        # No exceptions: all fields returned
+        stream.fields_exceptions = []
+        stream._saved_fields = None
+        stream.fields.cache_clear()
+        assert sorted(stream.fields()) == ["id", "name", "rule", "status"]
+
+        # With exceptions: 'rule' excluded (matches CustomAudiences behaviour)
+        stream.fields_exceptions = ["rule"]
+        stream._saved_fields = None
+        stream.fields.cache_clear()
+        result = stream.fields()
+        assert "rule" not in result
+        assert sorted(result) == ["id", "name", "status"]
+
+    def test_fields_excludes_multiple_exceptions(self, api, some_config):
+        """Multiple fields_exceptions are all excluded."""
+        stream = SomeTestStream(api=api, account_ids=some_config["account_ids"])
+        schema = {
+            "properties": {
+                "id": {"type": "string"},
+                "name": {"type": "string"},
+                "rule": {"type": "object"},
+                "extra": {"type": "string"},
+            }
+        }
+        stream.get_json_schema = lambda: schema
+        stream.fields_exceptions = ["rule", "extra"]
+        stream._saved_fields = None
+        stream.fields.cache_clear()
+        result = stream.fields()
+        assert sorted(result) == ["id", "name"]
+
+
 class TestDateTimeValue:
     def test_date_time_value(self):
         record = {
diff --git a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_streams.py b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_streams.py
index 810481acb70d..e5f3c9cfb282 100644
--- a/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_streams.py
+++ b/airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_streams.py
@@ -3,8 +3,10 @@
 #
 
 from datetime import timedelta
+from unittest.mock import MagicMock, patch
 
 import pytest
+from facebook_business.exceptions import FacebookRequestError
 from source_facebook_marketing import SourceFacebookMarketing
 from source_facebook_marketing.api import MyFacebookAdsApi
 from source_facebook_marketing.streams import (
@@ -18,8 +20,10 @@
     AdsInsightsRegion,
 )
 from source_facebook_marketing.streams.base_streams import FBMarketingStream
-from source_facebook_marketing.streams.streams import fetch_thumbnail_data_url
+from source_facebook_marketing.streams.streams import AdCreativesFromAds, fetch_thumbnail_data_url
 
+from airbyte_cdk.models import FailureType
+from airbyte_cdk.utils import AirbyteTracedException
 from airbyte_cdk.utils.datetime_helpers import ab_datetime_now
 
 
@@ -172,3 +176,125 @@ def test_ads_insights_default_breakdowns_based_on_config_input(default_ads_insig
     streams = source.streams(config)
     ads_insights_stream = [stream for stream in streams if "ads_insights" == stream.name][0]
     assert ads_insights_stream.request_params()["action_breakdowns"] == expected_action_breakdowns
+
+
+@pytest.mark.parametrize(
+    "exception,should_raise",
+    [
+        pytest.param(
+            FacebookRequestError(
+                message="Call was not successful",
+                request_context={"method": "GET"},
+                http_status=500,
+                http_headers={},
+                body='{"error": {"message": "An unknown error occurred", "code": 1}}',
+            ),
+            False,
+            id="facebook_request_error_returns_none",
+        ),
+        pytest.param(
+            TypeError("some type error"),
+            False,
+            id="type_error_returns_none",
+        ),
+        pytest.param(
+            AirbyteTracedException(
+                message="Error code 1: An unknown error occurred.",
+                failure_type=FailureType.system_error,
+                exception=FacebookRequestError(
+                    message="Call was not successful",
+                    request_context={"method": "GET"},
+                    http_status=500,
+                    http_headers={},
+                    body='{"error": {"message": "An unknown error occurred", "code": 1}}',
+                ),
+            ),
+            False,
+            id="airbyte_traced_exception_with_http_500_returns_none",
+        ),
+        pytest.param(
+            AirbyteTracedException(
+                message="The access token for this connection is invalid or corrupted.",
+                internal_message="Invalid OAuth access token",
+                failure_type=FailureType.config_error,
+                exception=FacebookRequestError(
+                    message="Call was not successful",
+                    request_context={"method": "GET"},
+                    http_status=400,
+                    http_headers={},
+                    body='{"error": {"message": "Invalid OAuth access token", "code": 190}}',
+                ),
+            ),
+            True,
+            id="airbyte_traced_exception_with_http_400_raises",
+        ),
+        pytest.param(
+            AirbyteTracedException(
+                message="Rate limit exceeded for Facebook API.",
+                failure_type=FailureType.transient_error,
+                exception=FacebookRequestError(
+                    message="Call was not successful",
+                    request_context={"method": "GET"},
+                    http_status=429,
+                    http_headers={},
+                    body='{"error": {"message": "Rate limit exceeded", "code": 4}}',
+                ),
+            ),
+            True,
+            id="airbyte_traced_exception_with_http_429_raises",
+        ),
+        pytest.param(
+            AirbyteTracedException(
+                message="Service temporarily unavailable.",
+                failure_type=FailureType.transient_error,
+                exception=FacebookRequestError(
+                    message="Call was not successful",
+                    request_context={"method": "GET"},
+                    http_status=503,
+                    http_headers={},
+                    body='{"error": {"message": "Service temporarily unavailable", "code": 2}}',
+                ),
+            ),
+            True,
+            id="airbyte_traced_exception_with_http_503_raises",
+        ),
+        pytest.param(
+            AirbyteTracedException(
+                message="Rate limit exceeded for Facebook API.",
+                failure_type=FailureType.transient_error,
+            ),
+            True,
+            id="airbyte_traced_exception_without_wrapped_fb_error_raises",
+        ),
+    ],
+)
+def test_fetch_creative_details_handles_exceptions(api, some_config, exception, should_raise):
+    """Test that _fetch_creative_details handles exceptions based on HTTP status: 500 returns None, all others raise."""
+    stream = AdCreativesFromAds(api=api, account_ids=some_config["account_ids"])
+
+    with patch("source_facebook_marketing.streams.streams.FBAdCreative") as mock_creative_cls:
+        mock_creative_instance = MagicMock()
+        mock_creative_cls.return_value = mock_creative_instance
+        mock_creative_instance.api_get.side_effect = exception
+
+        if should_raise:
+            with pytest.raises(AirbyteTracedException):
+                stream._fetch_creative_details("12345")
+        else:
+            result = stream._fetch_creative_details("12345")
+            assert result is None
+
+
+def test_fetch_creative_details_returns_data_on_success(api, some_config):
+    """Test that _fetch_creative_details returns creative data on successful API call."""
+    stream = AdCreativesFromAds(api=api, account_ids=some_config["account_ids"])
+    expected_data = {"id": "12345", "name": "Test Creative", "body": "Test body"}
+
+    with patch("source_facebook_marketing.streams.streams.FBAdCreative") as mock_creative_cls:
+        mock_creative_instance = MagicMock()
+        mock_creative_cls.return_value = mock_creative_instance
+        mock_creative_instance.api_get.return_value = mock_creative_instance
+        mock_creative_instance.export_all_data.return_value = expected_data
+
+        result = stream._fetch_creative_details("12345")
+        assert result == expected_data
diff --git a/airbyte-integrations/connectors/source-factorial/metadata.yaml b/airbyte-integrations/connectors/source-factorial/metadata.yaml
index 7112e88fdb5b..293da2989354 100644
--- a/airbyte-integrations/connectors/source-factorial/metadata.yaml
+++ b/airbyte-integrations/connectors/source-factorial/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-factorial
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 02e8708f-3270-4f13-8b67-257b8ef439f0
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-factorial
   githubIssueLabel: source-factorial
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-faker/README.md b/airbyte-integrations/connectors/source-faker/README.md
index 082aeb47b12f..0dca30e25e8d 100644
--- a/airbyte-integrations/connectors/source-faker/README.md
+++ b/airbyte-integrations/connectors/source-faker/README.md
@@ -102,3 +102,4 @@ You've checked out the repo, implemented a million dollar feature, and you're re
 6. Pat yourself on the back for being an awesome contributor.
 7. Someone from Airbyte will take a look at your PR and iterate with you to merge it into master.
 8. Once your PR is merged, the new version of the connector will be automatically published to Docker Hub and our connector registry.
+# Progressive rollout e2e test 20260331
diff --git a/airbyte-integrations/connectors/source-faker/metadata.yaml b/airbyte-integrations/connectors/source-faker/metadata.yaml
index 43ca6ba130c7..839121c1579e 100644
--- a/airbyte-integrations/connectors/source-faker/metadata.yaml
+++ b/airbyte-integrations/connectors/source-faker/metadata.yaml
@@ -9,7 +9,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: dfd88b22-b603-4c3d-aad7-3701784586b1
-  dockerImageTag: 7.0.3
+  dockerImageTag: 7.1.0
   dockerRepository: airbyte/source-faker
   documentationUrl: https://docs.airbyte.com/integrations/sources/faker
   externalDocumentationUrls:
@@ -45,7 +45,7 @@ data:
       7.0.0:
         message: This is a test breaking change to validate breaking change infrastructure.
         upgradeDeadline: "2026-03-19"
-        deadlineAction: "disable"
+        deadlineAction: disable
         scopedImpact:
           - scopeType: stream
             impactedScopes:
diff --git a/airbyte-integrations/connectors/source-faker/pyproject.toml b/airbyte-integrations/connectors/source-faker/pyproject.toml
index b3d8288ccf40..ee2227acd5e3 100644
--- a/airbyte-integrations/connectors/source-faker/pyproject.toml
+++ b/airbyte-integrations/connectors/source-faker/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "7.0.3"
+version = "7.1.0"
 name = "source-faker"
 description = "Source implementation for fake but realistic looking data."
 authors = [ "Airbyte <evan@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-fastly/metadata.yaml b/airbyte-integrations/connectors/source-fastly/metadata.yaml
index 92035296244c..b61725c31b5d 100644
--- a/airbyte-integrations/connectors/source-fastly/metadata.yaml
+++ b/airbyte-integrations/connectors/source-fastly/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-fastly
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d14ff3ed-5049-4dfb-bc28-1d7ccaf67182
-  dockerImageTag: 0.0.30
+  dockerImageTag: 0.0.31
   dockerRepository: airbyte/source-fastly
   githubIssueLabel: source-fastly
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-feishu/metadata.yaml b/airbyte-integrations/connectors/source-feishu/metadata.yaml
index 60af5aa75848..886685bd53ee 100644
--- a/airbyte-integrations/connectors/source-feishu/metadata.yaml
+++ b/airbyte-integrations/connectors/source-feishu/metadata.yaml
@@ -14,11 +14,11 @@ data:
       enabled: false
       packageName: airbyte-source-feishu
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3f1aa18a-a111-4e3b-8cac-9b79a091cc13
-  dockerImageTag: 0.0.3
+  dockerImageTag: 0.0.4
   dockerRepository: airbyte/source-feishu
   githubIssueLabel: source-feishu
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-fillout/metadata.yaml b/airbyte-integrations/connectors/source-fillout/metadata.yaml
index 6b5adcda05bc..28acf8051ced 100644
--- a/airbyte-integrations/connectors/source-fillout/metadata.yaml
+++ b/airbyte-integrations/connectors/source-fillout/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-fillout
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: fae4092b-fcb4-4dba-8ad4-f8bf9a32d25e
-  dockerImageTag: 0.2.44
+  dockerImageTag: 0.2.45
   dockerRepository: airbyte/source-fillout
   githubIssueLabel: source-fillout
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-finage/metadata.yaml b/airbyte-integrations/connectors/source-finage/metadata.yaml
index f40a3ee4c8bf..e162569d3e4a 100644
--- a/airbyte-integrations/connectors/source-finage/metadata.yaml
+++ b/airbyte-integrations/connectors/source-finage/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-finage
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 5220663f-d87b-498e-8aed-1f2d59371a61
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-finage
   githubIssueLabel: source-finage
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-financial-modelling/metadata.yaml b/airbyte-integrations/connectors/source-financial-modelling/metadata.yaml
index 959695530910..f8e136d6cabf 100644
--- a/airbyte-integrations/connectors/source-financial-modelling/metadata.yaml
+++ b/airbyte-integrations/connectors/source-financial-modelling/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-financial-modelling
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 4c3d6bdd-dc0e-4a66-b48a-2e7956195eec
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-financial-modelling
   githubIssueLabel: source-financial-modelling
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-finnworlds/metadata.yaml b/airbyte-integrations/connectors/source-finnworlds/metadata.yaml
index 90928333012b..6972a131aa79 100644
--- a/airbyte-integrations/connectors/source-finnworlds/metadata.yaml
+++ b/airbyte-integrations/connectors/source-finnworlds/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-finnworlds
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b8a9a60f-7178-468a-a333-23b431e355b7
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-finnworlds
   githubIssueLabel: source-finnworlds
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-firehydrant/metadata.yaml b/airbyte-integrations/connectors/source-firehydrant/metadata.yaml
index 56d985149b5b..947acfd384e4 100644
--- a/airbyte-integrations/connectors/source-firehydrant/metadata.yaml
+++ b/airbyte-integrations/connectors/source-firehydrant/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-firehydrant
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b58c3536-7900-439c-80a8-fc2b94460781
-  dockerImageTag: 1.0.2
+  dockerImageTag: 1.0.3
   dockerRepository: airbyte/source-firehydrant
   githubIssueLabel: source-firehydrant
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-fleetio/metadata.yaml b/airbyte-integrations/connectors/source-fleetio/metadata.yaml
index 674088d50d55..e2a275839092 100644
--- a/airbyte-integrations/connectors/source-fleetio/metadata.yaml
+++ b/airbyte-integrations/connectors/source-fleetio/metadata.yaml
@@ -5,11 +5,11 @@ data:
     oss:
       enabled: true
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 13a7652d-1d94-4033-931a-613d22d3cbb3
-  dockerImageTag: 0.2.47
+  dockerImageTag: 0.2.48
   dockerRepository: airbyte/source-fleetio
   githubIssueLabel: source-fleetio
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-flowlu/metadata.yaml b/airbyte-integrations/connectors/source-flowlu/metadata.yaml
index bd7a227795fa..aab66ec47ec2 100644
--- a/airbyte-integrations/connectors/source-flowlu/metadata.yaml
+++ b/airbyte-integrations/connectors/source-flowlu/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-flowlu
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c9db3f2d-054a-43bc-96cc-0d2843bce018
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-flowlu
   githubIssueLabel: source-flowlu
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-freightview/metadata.yaml b/airbyte-integrations/connectors/source-freightview/metadata.yaml
index 4edb483f9340..7e13f1ccc976 100644
--- a/airbyte-integrations/connectors/source-freightview/metadata.yaml
+++ b/airbyte-integrations/connectors/source-freightview/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-freightview
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: aaedb415-d131-468f-84ab-5319d72e02ed
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-freightview
   githubIssueLabel: source-freightview
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-freshdesk/metadata.yaml b/airbyte-integrations/connectors/source-freshdesk/metadata.yaml
index 0be93b11845b..c438fcda1582 100644
--- a/airbyte-integrations/connectors/source-freshdesk/metadata.yaml
+++ b/airbyte-integrations/connectors/source-freshdesk/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - "*.freshdesk.com"
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ec4b9503-13cb-48ab-a4ab-6ade4be46567
-  dockerImageTag: 3.2.12
+  dockerImageTag: 3.2.13
   dockerRepository: airbyte/source-freshdesk
   documentationUrl: https://docs.airbyte.com/integrations/sources/freshdesk
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-freshsales/metadata.yaml b/airbyte-integrations/connectors/source-freshsales/metadata.yaml
index 56f25e7c2b59..861b44d89034 100644
--- a/airbyte-integrations/connectors/source-freshsales/metadata.yaml
+++ b/airbyte-integrations/connectors/source-freshsales/metadata.yaml
@@ -18,11 +18,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: eca08d79-7b92-4065-b7f3-79c14836ebe7
-  dockerImageTag: 1.1.45
+  dockerImageTag: 1.1.46
   releases:
     breakingChanges:
       1.0.0:
diff --git a/airbyte-integrations/connectors/source-freshservice/metadata.yaml b/airbyte-integrations/connectors/source-freshservice/metadata.yaml
index a8e6aac821b3..96b345d699f6 100644
--- a/airbyte-integrations/connectors/source-freshservice/metadata.yaml
+++ b/airbyte-integrations/connectors/source-freshservice/metadata.yaml
@@ -3,11 +3,11 @@ data:
     hosts:
       - ${domain_name}/api/v2
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9bb85338-ea95-4c93-b267-6be89125b267
-  dockerImageTag: 1.4.52
+  dockerImageTag: 1.4.53
   dockerRepository: airbyte/source-freshservice
   documentationUrl: https://docs.airbyte.com/integrations/sources/freshservice
   githubIssueLabel: source-freshservice
diff --git a/airbyte-integrations/connectors/source-fulcrum/metadata.yaml b/airbyte-integrations/connectors/source-fulcrum/metadata.yaml
index 011e4f482f8b..74a94fc2dee5 100644
--- a/airbyte-integrations/connectors/source-fulcrum/metadata.yaml
+++ b/airbyte-integrations/connectors/source-fulcrum/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-fulcrum
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 1028d4dc-005b-484b-9164-5a81e0dbac19
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-fulcrum
   githubIssueLabel: source-fulcrum
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-gcs/metadata.yaml b/airbyte-integrations/connectors/source-gcs/metadata.yaml
index 0e6001145364..453ad110f929 100644
--- a/airbyte-integrations/connectors/source-gcs/metadata.yaml
+++ b/airbyte-integrations/connectors/source-gcs/metadata.yaml
@@ -11,7 +11,7 @@ data:
   connectorSubtype: file
   connectorType: source
   definitionId: 2a8c41ae-8c23-4be0-a73f-2ab10ca1a820
-  dockerImageTag: 0.10.10
+  dockerImageTag: 0.10.11
   dockerRepository: airbyte/source-gcs
   documentationUrl: https://docs.airbyte.com/integrations/sources/gcs
   githubIssueLabel: source-gcs
diff --git a/airbyte-integrations/connectors/source-gcs/poetry.lock b/airbyte-integrations/connectors/source-gcs/poetry.lock
index 4277a96c17a4..5fcbd0d6543a 100644
--- a/airbyte-integrations/connectors/source-gcs/poetry.lock
+++ b/airbyte-integrations/connectors/source-gcs/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "airbyte-cdk"
-version = "7.13.0"
+version = "7.14.0"
 description = "A framework for writing Airbyte Connectors."
 optional = false
 python-versions = "<3.14,>=3.10"
 files = [
-    {file = "airbyte_cdk-7.13.0-py3-none-any.whl", hash = "sha256:ede4018f0ce912102a7698daa6e1a793e0c8cd3f8c3456429d038951cca3a339"},
-    {file = "airbyte_cdk-7.13.0.tar.gz", hash = "sha256:2b6cea3862509ab095beb19524dae78e2b24f3b356891e0a1e24f8854d8c124e"},
+    {file = "airbyte_cdk-7.14.0-py3-none-any.whl", hash = "sha256:306d48d03eaf3c2a5ac46a806bc9b45c90fb1e36f57d6029e5b9e13c508a82c8"},
+    {file = "airbyte_cdk-7.14.0.tar.gz", hash = "sha256:19948896aac82b1d47500742e2d1f3fb529984bdad07d484e38c49c9d56ace0a"},
 ]
 
 [package.dependencies]
@@ -344,43 +344,43 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "chardet"
-version = "7.3.0"
+version = "7.4.0.post2"
 description = "Universal character encoding detector"
 optional = false
 python-versions = ">=3.10"
 files = [
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-    {file = "chardet-7.3.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e464c2ec0be69ab6d5792c1acf354001b34e201efa2bee60ff4f7ded0e23f6a8"},
-    {file = "chardet-7.3.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:c296044993dab62281176c07d0ca2b6e865044e38944d3f6e4ad661e222f4db8"},
-    {file = "chardet-7.3.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:b69fd9685a7aada6e236a50bb93b51bd4fc08d29d1029492e64823a69c015f46"},
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 ]
 
 [[package]]
@@ -767,13 +767,13 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "dateparser"
-version = "1.3.0"
+version = "1.4.0"
 description = "Date parsing library designed to parse dates from HTML pages"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "dateparser-1.3.0-py3-none-any.whl", hash = "sha256:8dc678b0a526e103379f02ae44337d424bd366aac727d3c6cf52ce1b01efbb5a"},
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+    {file = "dateparser-1.4.0-py3-none-any.whl", hash = "sha256:7902b8e85d603494bf70a5a0b1decdddb2270b9c6e6b2bc8a57b93476c0df378"},
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 ]
 
 [package.dependencies]
@@ -961,18 +961,18 @@ files = [
 
 [[package]]
 name = "google-api-core"
-version = "2.30.0"
+version = "2.30.1"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.9"
 files = [
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+    {file = "google_api_core-2.30.1-py3-none-any.whl", hash = "sha256:3be893babbb54a89c6807b598383ddf212112130e3d24d06c681b5d18f082e08"},
+    {file = "google_api_core-2.30.1.tar.gz", hash = "sha256:7304ef3bd7e77fd26320a36eeb75868f9339532bfea21694964f4765b37574ee"},
 ]
 
 [package.dependencies]
 google-auth = ">=2.14.1,<3.0.0"
-googleapis-common-protos = ">=1.56.3,<2.0.0"
+googleapis-common-protos = ">=1.63.2,<2.0.0"
 grpcio = [
     {version = ">=1.49.1,<2.0.0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0.0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
@@ -1021,35 +1021,35 @@ urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "google-cloud-core"
-version = "2.5.0"
+version = "2.5.1"
 description = "Google Cloud API client core library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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+    {file = "google_cloud_core-2.5.1.tar.gz", hash = "sha256:3dc94bdec9d05a31d9f355045ed0f369fbc0d8c665076c734f065d729800f811"},
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0"
-google-auth = ">=1.25.0,<3.0.0"
+google-api-core = ">=2.11.0,<3.0.0"
+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
 
 [package.extras]
 grpc = ["grpcio (>=1.38.0,<2.0.0)", "grpcio (>=1.75.1,<2.0.0)", "grpcio-status (>=1.38.0,<2.0.0)"]
 
 [[package]]
 name = "google-cloud-secret-manager"
-version = "2.26.0"
+version = "2.27.0"
 description = "Google Cloud Secret Manager API client library"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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+    {file = "google_cloud_secret_manager-2.27.0-py3-none-any.whl", hash = "sha256:e5540bece65a3ad720146f3b438973faf9315109b3ffa012a58711843047a3dc"},
+    {file = "google_cloud_secret_manager-2.27.0.tar.gz", hash = "sha256:6af864c252bd3c11db7bb02b80cb0b14a8c9a33fc7ec4d6f245f33d8ce1f7cd1"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0", extras = ["grpc"]}
+google-api-core = {version = ">=2.11.0,<3.0.0", extras = ["grpc"]}
 google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0"
 grpc-google-iam-v1 = ">=0.14.0,<1.0.0"
 grpcio = ">=1.33.2,<2.0.0"
@@ -1057,7 +1057,7 @@ proto-plus = [
     {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
     {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
 ]
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+protobuf = ">=4.25.8,<8.0.0"
 
 [[package]]
 name = "google-cloud-storage"
@@ -1125,13 +1125,13 @@ files = [
 
 [[package]]
 name = "google-resumable-media"
-version = "2.8.0"
+version = "2.8.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -1143,18 +1143,18 @@ requests = ["requests (>=2.18.0,<3.0.0)"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.73.0"
+version = "1.73.1"
 description = "Common protobufs used in Google APIs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 grpcio = {version = ">=1.44.0,<2.0.0", optional = true, markers = "extra == \"grpc\""}
-protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+protobuf = ">=4.25.8,<8.0.0"
 
 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0)"]
@@ -1177,94 +1177,94 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4
 
 [[package]]
 name = "grpcio"
-version = "1.78.0"
+version = "1.80.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [[package]]
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 name = "requests-cache"
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+    {file = "tomli-2.4.1-cp313-cp313-win_arm64.whl", hash = "sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd"},
+    {file = "tomli-2.4.1-cp314-cp314-macosx_10_15_x86_64.whl", hash = "sha256:fd0409a3653af6c147209d267a0e4243f0ae46b011aa978b1080359fddc9b6cf"},
+    {file = "tomli-2.4.1-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:a120733b01c45e9a0c34aeef92bf0cf1d56cfe81ed9d47d562f9ed591a9828ac"},
+    {file = "tomli-2.4.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:559db847dc486944896521f68d8190be1c9e719fced785720d2216fe7022b662"},
+    {file = "tomli-2.4.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853"},
+    {file = "tomli-2.4.1-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:7f94b27a62cfad8496c8d2513e1a222dd446f095fca8987fceef261225538a15"},
+    {file = "tomli-2.4.1-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:ede3e6487c5ef5d28634ba3f31f989030ad6af71edfb0055cbbd14189ff240ba"},
+    {file = "tomli-2.4.1-cp314-cp314-win32.whl", hash = "sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6"},
+    {file = "tomli-2.4.1-cp314-cp314-win_amd64.whl", hash = "sha256:88dceee75c2c63af144e456745e10101eb67361050196b0b6af5d717254dddf7"},
+    {file = "tomli-2.4.1-cp314-cp314-win_arm64.whl", hash = "sha256:b8c198f8c1805dc42708689ed6864951fd2494f924149d3e4bce7710f8eb5232"},
+    {file = "tomli-2.4.1-cp314-cp314t-macosx_10_15_x86_64.whl", hash = "sha256:d4d8fe59808a54658fcc0160ecfb1b30f9089906c50b23bcb4c69eddc19ec2b4"},
+    {file = "tomli-2.4.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:7008df2e7655c495dd12d2a4ad038ff878d4ca4b81fccaf82b714e07eae4402c"},
+    {file = "tomli-2.4.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d"},
+    {file = "tomli-2.4.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:734e20b57ba95624ecf1841e72b53f6e186355e216e5412de414e3c51e5e3c41"},
+    {file = "tomli-2.4.1-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:8a650c2dbafa08d42e51ba0b62740dae4ecb9338eefa093aa5c78ceb546fcd5c"},
+    {file = "tomli-2.4.1-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:504aa796fe0569bb43171066009ead363de03675276d2d121ac1a4572397870f"},
+    {file = "tomli-2.4.1-cp314-cp314t-win32.whl", hash = "sha256:b1d22e6e9387bf4739fbe23bfa80e93f6b0373a7f1b96c6227c32bef95a4d7a8"},
+    {file = "tomli-2.4.1-cp314-cp314t-win_amd64.whl", hash = "sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26"},
+    {file = "tomli-2.4.1-cp314-cp314t-win_arm64.whl", hash = "sha256:eab21f45c7f66c13f2a9e0e1535309cee140182a9cdae1e041d02e47291e8396"},
+    {file = "tomli-2.4.1-py3-none-any.whl", hash = "sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe"},
+    {file = "tomli-2.4.1.tar.gz", hash = "sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f"},
 ]
 
 [[package]]
diff --git a/airbyte-integrations/connectors/source-gcs/pyproject.toml b/airbyte-integrations/connectors/source-gcs/pyproject.toml
index 9fcd85eaa74a..9d51e78cde41 100644
--- a/airbyte-integrations/connectors/source-gcs/pyproject.toml
+++ b/airbyte-integrations/connectors/source-gcs/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "0.10.10"
+version = "0.10.11"
 name = "source-gcs"
 description = "Source implementation for Gcs."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-getgist/metadata.yaml b/airbyte-integrations/connectors/source-getgist/metadata.yaml
index 9e3b003eb27c..b1beb7663020 100644
--- a/airbyte-integrations/connectors/source-getgist/metadata.yaml
+++ b/airbyte-integrations/connectors/source-getgist/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-getgist
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: bc670226-bee1-470c-a013-df05e5ac8f1a
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-getgist
   githubIssueLabel: source-getgist
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-github/metadata.yaml b/airbyte-integrations/connectors/source-github/metadata.yaml
index 37b2d7c1aa7c..cde20d7e7bdc 100644
--- a/airbyte-integrations/connectors/source-github/metadata.yaml
+++ b/airbyte-integrations/connectors/source-github/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: ef69ef6e-aa7f-4af1-a01d-ef775033524e
-  dockerImageTag: 2.1.14
+  dockerImageTag: 2.1.16
   dockerRepository: airbyte/source-github
   documentationUrl: https://docs.airbyte.com/integrations/sources/github
   erdUrl: https://dbdocs.io/airbyteio/source-github?view=relationships
diff --git a/airbyte-integrations/connectors/source-github/pyproject.toml b/airbyte-integrations/connectors/source-github/pyproject.toml
index a84779d0cb46..89c03cdc4cd9 100644
--- a/airbyte-integrations/connectors/source-github/pyproject.toml
+++ b/airbyte-integrations/connectors/source-github/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "2.1.14"
+version = "2.1.16"
 name = "source-github"
 description = "Source implementation for GitHub."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-github/source_github/source.py b/airbyte-integrations/connectors/source-github/source_github/source.py
index c7b58ee95971..2b288a6dd470 100644
--- a/airbyte-integrations/connectors/source-github/source_github/source.py
+++ b/airbyte-integrations/connectors/source-github/source_github/source.py
@@ -9,7 +9,6 @@
 from airbyte_cdk.models import FailureType
 from airbyte_cdk.sources import AbstractSource
 from airbyte_cdk.sources.streams import Stream
-from airbyte_cdk.sources.streams.http.http_client import MessageRepresentationAirbyteTracedErrors
 from airbyte_cdk.sources.streams.http.requests_native_auth import MultipleTokenAuthenticator
 from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 from source_github.utils import MultipleTokenAuthenticatorWithRateLimiter
@@ -204,7 +203,7 @@ def check_connection(self, logger: logging.Logger, config: Mapping[str, Any]) ->
                 )
             return True, None
 
-        except MessageRepresentationAirbyteTracedErrors as e:
+        except AirbyteTracedException as e:
             user_message = self.user_friendly_error_message(e.message)
             return False, user_message or e.message
         except Exception as e:
diff --git a/airbyte-integrations/connectors/source-github/source_github/spec.json b/airbyte-integrations/connectors/source-github/source_github/spec.json
index d9ad79b1ff24..24e500265dea 100644
--- a/airbyte-integrations/connectors/source-github/source_github/spec.json
+++ b/airbyte-integrations/connectors/source-github/source_github/spec.json
@@ -149,6 +149,20 @@
     "predicate_key": ["credentials", "option_title"],
     "predicate_value": "OAuth Credentials",
     "oauth_config_specification": {
+      "oauth_connector_input_specification": {
+        "scopes": [
+          { "scope": "repo" },
+          { "scope": "read:org" },
+          { "scope": "read:repo_hook" },
+          { "scope": "read:user" },
+          { "scope": "read:project" },
+          { "scope": "read:discussion" },
+          { "scope": "workflow" }
+        ],
+        "consent_url": "https://github.com/login/oauth/authorize?{{client_id_param}}&{{redirect_uri_param}}&{{scopes_param}}&{{state_param}}",
+        "access_token_url": "https://github.com/login/oauth/access_token?{{client_id_param}}&{{client_secret_param}}&{{auth_code_param}}&{{redirect_uri_param}}",
+        "extract_output": ["access_token"]
+      },
       "complete_oauth_output_specification": {
         "type": "object",
         "additionalProperties": false,
diff --git a/airbyte-integrations/connectors/source-github/source_github/streams.py b/airbyte-integrations/connectors/source-github/source_github/streams.py
index 82afbf5ba9a4..fd49175b1f41 100644
--- a/airbyte-integrations/connectors/source-github/source_github/streams.py
+++ b/airbyte-integrations/connectors/source-github/source_github/streams.py
@@ -22,7 +22,6 @@
 from airbyte_cdk.sources.streams.http import HttpStream
 from airbyte_cdk.sources.streams.http.error_handlers import ErrorHandler, ErrorResolution, HttpStatusErrorHandler, ResponseAction
 from airbyte_cdk.sources.streams.http.exceptions import DefaultBackoffException, UserDefinedBackoffException
-from airbyte_cdk.sources.streams.http.http_client import MessageRepresentationAirbyteTracedErrors
 from airbyte_cdk.utils import AirbyteTracedException
 from airbyte_cdk.utils.datetime_helpers import ab_datetime_format, ab_datetime_parse
 
@@ -133,8 +132,8 @@ def read_records(self, stream_slice: Mapping[str, Any] = None, **kwargs) -> Iter
         # Reading records while handling the errors
         try:
             yield from super().read_records(stream_slice=stream_slice, **kwargs)
-        # HTTP Client wraps DefaultBackoffException into MessageRepresentationAirbyteTracedErrors
-        except MessageRepresentationAirbyteTracedErrors as e:
+        # HTTP Client wraps DefaultBackoffException into AirbyteTracedException
+        except AirbyteTracedException as e:
             # This whole try/except situation in `read_records()` isn't good but right now in `self._send_request()`
             # function we have `response.raise_for_status()` so we don't have much choice on how to handle errors.
             # Bocked on https://github.com/airbytehq/airbyte/issues/3514.
diff --git a/airbyte-integrations/connectors/source-github/unit_tests/test_multiple_token_authenticator.py b/airbyte-integrations/connectors/source-github/unit_tests/test_multiple_token_authenticator.py
index ddaa949a5146..5cde40e75c5c 100644
--- a/airbyte-integrations/connectors/source-github/unit_tests/test_multiple_token_authenticator.py
+++ b/airbyte-integrations/connectors/source-github/unit_tests/test_multiple_token_authenticator.py
@@ -15,7 +15,6 @@
 from source_github.utils import MultipleTokenAuthenticatorWithRateLimiter, read_full_refresh
 
 from airbyte_cdk.models import FailureType
-from airbyte_cdk.sources.streams.http.http_client import MessageRepresentationAirbyteTracedErrors
 from airbyte_cdk.utils import AirbyteTracedException
 from airbyte_cdk.utils.datetime_helpers import ab_datetime_now
 
diff --git a/airbyte-integrations/connectors/source-github/unit_tests/test_stream.py b/airbyte-integrations/connectors/source-github/unit_tests/test_stream.py
index ab224708c929..43efb7d58916 100644
--- a/airbyte-integrations/connectors/source-github/unit_tests/test_stream.py
+++ b/airbyte-integrations/connectors/source-github/unit_tests/test_stream.py
@@ -54,8 +54,8 @@
 
 from airbyte_cdk.models import FailureType, SyncMode
 from airbyte_cdk.sources.streams.http.error_handlers import ErrorResolution, ResponseAction
-from airbyte_cdk.sources.streams.http.http_client import MessageRepresentationAirbyteTracedErrors
 from airbyte_cdk.test.catalog_builder import CatalogBuilder
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 
 from .utils import ProjectsResponsesAPI, read_incremental
 
@@ -71,8 +71,8 @@ def test_internal_server_error_retry(time_mock, requests_mock):
 
     time_mock.reset_mock()
     requests_mock.get("https://api.github.com/repos/airbytehq/airbyte/comments/id/reactions", status_code=HTTPStatus.INTERNAL_SERVER_ERROR)
-    # http client raises MessageRepresentationAirbyteTracedErrors when BaseBackoffException occurs
-    with pytest.raises(MessageRepresentationAirbyteTracedErrors):
+    # http client raises AirbyteTracedException when BaseBackoffException occurs
+    with pytest.raises(AirbyteTracedException):
         list(stream.read_records(sync_mode="full_refresh", stream_slice=stream_slice))
 
     sleep_delays = [delay[0][0] for delay in time_mock.call_args_list]
@@ -322,7 +322,7 @@ def test_stream_repositories_401(time_mock, caplog, requests_mock):
         json={"message": "Bad credentials", "documentation_url": "https://docs.github.com/rest"},
     )
 
-    with pytest.raises(MessageRepresentationAirbyteTracedErrors):
+    with pytest.raises(AirbyteTracedException):
         assert list(read_full_refresh(stream)) == []
 
     assert requests_mock.call_count == 6
diff --git a/airbyte-integrations/connectors/source-gitlab/CLAUDE.md b/airbyte-integrations/connectors/source-gitlab/CLAUDE.md
deleted file mode 100644
index ce77d13e64f6..000000000000
--- a/airbyte-integrations/connectors/source-gitlab/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-gitlab
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Single-use rotating refresh tokens
diff --git a/airbyte-integrations/connectors/source-gitlab/BEHAVIOR.md b/airbyte-integrations/connectors/source-gitlab/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-gitlab/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-gitlab/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-gitlab/manifest.yaml b/airbyte-integrations/connectors/source-gitlab/manifest.yaml
index 4ef7acf26136..b0b9c6fa63bc 100644
--- a/airbyte-integrations/connectors/source-gitlab/manifest.yaml
+++ b/airbyte-integrations/connectors/source-gitlab/manifest.yaml
@@ -893,56 +893,56 @@ definitions:
 #   GET /projects/:id/members/all        — 200/min
 #   GET /groups/:id/members/all          — 200/min
 #   All other authenticated API traffic  — 2,000/min
-# api_budget:
-#   type: HTTPAPIBudget
-#   policies:
-#     # Members endpoints: 200 requests/min (most restrictive)
-#     - type: MovingWindowCallRatePolicy
-#       rates:
-#         - limit: 200
-#           interval: PT1M
-#       matchers:
-#         - method: GET
-#           url_path_pattern: "/members"
-#     # GET /groups (list) and /descendant_groups: 200 requests/min
-#     - type: MovingWindowCallRatePolicy
-#       rates:
-#         - limit: 200
-#           interval: PT1M
-#       matchers:
-#         - method: GET
-#           url_path_pattern: "^groups$"
-#     - type: MovingWindowCallRatePolicy
-#       rates:
-#         - limit: 200
-#           interval: PT1M
-#       matchers:
-#         - method: GET
-#           url_path_pattern: "/descendant_groups$"
-#     # GET /groups/:id and GET /projects/:id: 400 requests/min
-#     - type: MovingWindowCallRatePolicy
-#       rates:
-#         - limit: 400
-#           interval: PT1M
-#       matchers:
-#         - method: GET
-#           url_path_pattern: "^groups/[^/]+$"
-#     - type: MovingWindowCallRatePolicy
-#       rates:
-#         - limit: 400
-#           interval: PT1M
-#       matchers:
-#         - method: GET
-#           url_path_pattern: "^projects/[^/]+$"
-#     # Catch-all: 2,000 requests/min for all other authenticated API traffic
-#     - type: MovingWindowCallRatePolicy
-#       rates:
-#         - limit: 2000
-#           interval: PT1M
-#       matchers: []
-#   ratelimit_reset_header: "RateLimit-Reset"
-#   ratelimit_remaining_header: "RateLimit-Remaining"
-#   status_codes_for_ratelimit_hit: [429]
+api_budget:
+  type: HTTPAPIBudget
+  policies:
+    # Members endpoints: 200 requests/min (most restrictive)
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 200
+          interval: PT1M
+      matchers:
+        - method: GET
+          url_path_pattern: "/members"
+    # GET /groups (list) and /descendant_groups: 200 requests/min
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 200
+          interval: PT1M
+      matchers:
+        - method: GET
+          url_path_pattern: "^groups$"
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 200
+          interval: PT1M
+      matchers:
+        - method: GET
+          url_path_pattern: "/descendant_groups$"
+    # GET /groups/:id and GET /projects/:id: 400 requests/min
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 400
+          interval: PT1M
+      matchers:
+        - method: GET
+          url_path_pattern: "^groups/[^/]+$"
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 400
+          interval: PT1M
+      matchers:
+        - method: GET
+          url_path_pattern: "^projects/[^/]+$"
+    # Catch-all: 2,000 requests/min for all other authenticated API traffic
+    - type: MovingWindowCallRatePolicy
+      rates:
+        - limit: 2000
+          interval: PT1M
+      matchers: []
+  ratelimit_reset_header: "RateLimit-Reset"
+  ratelimit_remaining_header: "RateLimit-Remaining"
+  status_codes_for_ratelimit_hit: [429]
 
 concurrency_level:
   type: ConcurrencyLevel
diff --git a/airbyte-integrations/connectors/source-gitlab/metadata.yaml b/airbyte-integrations/connectors/source-gitlab/metadata.yaml
index 871335f0e4fa..7259cc27c329 100644
--- a/airbyte-integrations/connectors/source-gitlab/metadata.yaml
+++ b/airbyte-integrations/connectors/source-gitlab/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 5e6175e5-68e1-4c17-bff9-56103bbb0d80
-  dockerImageTag: 4.4.23-rc.2
+  dockerImageTag: 4.4.23-rc.5
   dockerRepository: airbyte/source-gitlab
   documentationUrl: https://docs.airbyte.com/integrations/sources/gitlab
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-gologin/metadata.yaml b/airbyte-integrations/connectors/source-gologin/metadata.yaml
index 47b443a2c30b..ef0b6a49e8a5 100644
--- a/airbyte-integrations/connectors/source-gologin/metadata.yaml
+++ b/airbyte-integrations/connectors/source-gologin/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-gologin
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 02e5177c-84cf-424c-91e4-9f7ce344b813
-  dockerImageTag: 0.0.30
+  dockerImageTag: 0.0.31
   dockerRepository: airbyte/source-gologin
   githubIssueLabel: source-gologin
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-gong/manifest.yaml b/airbyte-integrations/connectors/source-gong/manifest.yaml
index b268184441ba..07f5bb5817d6 100644
--- a/airbyte-integrations/connectors/source-gong/manifest.yaml
+++ b/airbyte-integrations/connectors/source-gong/manifest.yaml
@@ -548,7 +548,7 @@ spec:
     predicate_value: OAuth2.0
     oauth_config_specification:
       oauth_connector_input_specification:
-        consent_url: https://app.gong.io/oauth2/authorize?client_id={{client_id_value}}&redirect_uri={{redirect_uri_value}}&response_type=code&state={{state_value}}&scope={{scope_value | urlEncode}}
+        consent_url: https://app.gong.io/oauth2/authorize?client_id={{client_id_value}}&redirect_uri={{redirect_uri_value}}&response_type=code&state={{state_value}}&{{scopes_param}}
         access_token_url: https://app.gong.io/oauth2/generate-customer-token
         access_token_headers:
           Authorization: "Basic {{ (client_id_value ~ ':' ~ client_secret_value) | b64encode }}"
@@ -557,7 +557,14 @@ spec:
           grant_type: authorization_code
           redirect_uri: "{{ redirect_uri_value }}"
           code: "{{ auth_code_value }}"
-        scope: api:calls:read:basic api:calls:read:extensive api:users:read api:stats:scorecards api:stats:interaction
+        scopes:
+          - scope: "api:calls:read:basic"
+          - scope: "api:calls:read:extensive"
+          - scope: "api:calls:read:transcript"
+          - scope: "api:users:read"
+          - scope: "api:stats:scorecards"
+          - scope: "api:stats:interaction"
+          - scope: "api:settings:scorecards:read"
         extract_output:
           - access_token
           - refresh_token
@@ -1128,57 +1135,70 @@ schemas:
                           - string
                           - "null"
       context:
-        description: A list of the agenda of each part of the call.
-        properties:
-          objects:
-            type: array
-            description: List of objects within the external system.
-            items:
-              type: object
-              properties:
-                fields:
-                  type: array
-                  description: array<External object data>.
-                  items:
-                    type: object
-                    properties:
-                      name:
-                        type:
-                          - "null"
-                          - string
-                        description: >-
-                          Field name. For Account supported fields are: Name,
-                          Website, Industry and all the custom fields. For
-                          Opportunity supported fields are Name, LeadSource,
-                          Type, StageName, Probability, Amount, CloseDate and
-                          all the custom fields.
-                      value:
-                        type:
-                          - "null"
-                          - object
-                        description: Field value.
-                objectId:
-                  type:
-                    - "null"
-                    - string
-                  description: Object ID.
-                objectType:
-                  type:
-                    - "null"
-                    - string
-                  description: "Object Type. Allowed: Opportunity, Account"
-                timing:
-                  type:
-                    - "null"
-                    - string
-                  description: "Timing of object. Allowed: Now, TimeOfCall."
-          system:
-            type:
-              - "null"
-              - string
-            description: >-
-              External system name. Allowed: Salesforce, HubSpot,
-              MicrosoftDynamic, Generic.
+        type:
+          - array
+          - "null"
+        description: A list of links to external systems such as CRM, Dialer, Case Management, etc.
+        items:
+          type: object
+          properties:
+            objects:
+              type:
+                - array
+                - "null"
+              description: List of objects within the external system.
+              items:
+                type: object
+                properties:
+                  fields:
+                    type:
+                      - array
+                      - "null"
+                    description: array<External object data>.
+                    items:
+                      type: object
+                      properties:
+                        name:
+                          type:
+                            - "null"
+                            - string
+                          description: >-
+                            Field name. For Account supported fields are: Name,
+                            Website, Industry and all the custom fields. For
+                            Opportunity supported fields are Name, LeadSource,
+                            Type, StageName, Probability, Amount, CloseDate and
+                            all the custom fields.
+                        value:
+                          type:
+                            - "null"
+                            - string
+                            - number
+                            - boolean
+                            - object
+                            - array
+                          description: Field value.
+                  objectId:
+                    type:
+                      - "null"
+                      - string
+                    description: Object ID.
+                  objectType:
+                    type:
+                      - "null"
+                      - string
+                    description: "Object Type. Allowed: Opportunity, Account"
+                  timing:
+                    type:
+                      - "null"
+                      - string
+                    description: "Timing of object. Allowed: Now, TimeOfCall."
+            system:
+              type:
+                - "null"
+                - string
+              description: >-
+                External system name. Allowed: Salesforce, HubSpot,
+                MicrosoftDynamic, Generic.
       id:
         type:
           - "null"
diff --git a/airbyte-integrations/connectors/source-gong/metadata.yaml b/airbyte-integrations/connectors/source-gong/metadata.yaml
index de766ad3b253..5425117a926f 100644
--- a/airbyte-integrations/connectors/source-gong/metadata.yaml
+++ b/airbyte-integrations/connectors/source-gong/metadata.yaml
@@ -7,7 +7,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 32382e40-3b49-4b99-9c5c-4076501914e7
-  dockerImageTag: 0.6.2
+  dockerImageTag: 1.0.0
   dockerRepository: airbyte/source-gong
   documentationUrl: https://docs.airbyte.com/integrations/sources/gong
   githubIssueLabel: source-gong
@@ -19,6 +19,22 @@ data:
       enabled: true
     oss:
       enabled: true
+  releases:
+    breakingChanges:
+      1.0.0:
+        message:
+          "The `extensiveCalls` stream schema has changed: the `context` field type
+          changed from `object` to `array`, and the `value` field within
+          `context.objects.fields` now accepts `string`, `number`, `boolean`,
+          `object`, and `array` types instead of only `object`. Users syncing the
+          `extensiveCalls` stream must refresh the source schema and reset the
+          stream after upgrading. For more information, see the
+          [Gong migration guide](https://docs.airbyte.com/integrations/sources/gong-migrations)."
+        upgradeDeadline: "2026-04-13"
+        scopedImpact:
+          - scopeType: stream
+            impactedScopes:
+              - "extensiveCalls"
   releaseStage: alpha
   remoteRegistries:
     pypi:
diff --git a/airbyte-integrations/connectors/source-google-analytics-data-api/CLAUDE.md b/airbyte-integrations/connectors/source-google-analytics-data-api/CLAUDE.md
deleted file mode 100644
index bdb3c239eb4b..000000000000
--- a/airbyte-integrations/connectors/source-google-analytics-data-api/CLAUDE.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# source-google-analytics-data-api
-
-## Important
-This is **Google Analytics 4 (GA4)** (`source-google-analytics-data-api`), NOT the deprecated Universal Analytics (`source-google-analytics-v4`). All work goes here.
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Positional key-value array extraction (headers and values returned separately)
-2. Two-level Jinja interpolation in component mappings (`{% raw %}` for runtime vs template-level)
-3. Fully dynamic stream construction from config (12+ ComponentMappingDefinitions, no static streams)
-4. DimensionFilter config transformation (config schema differs from API request schema)
-5. Cohort reports disable date ranges and incremental sync
-6. Rate limit quota cannot be self-service increased — requires DoIT escalation (via Ralph or Davin)
diff --git a/airbyte-integrations/connectors/source-google-analytics-data-api/BEHAVIOR.md b/airbyte-integrations/connectors/source-google-analytics-data-api/CONTRIBUTING.md
similarity index 97%
rename from airbyte-integrations/connectors/source-google-analytics-data-api/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-google-analytics-data-api/CONTRIBUTING.md
index 698362900834..f028b0b882d3 100644
--- a/airbyte-integrations/connectors/source-google-analytics-data-api/BEHAVIOR.md
+++ b/airbyte-integrations/connectors/source-google-analytics-data-api/CONTRIBUTING.md
@@ -1,5 +1,9 @@
 # source-google-analytics-data-api: Unique Behaviors
 
+## Important
+This is **Google Analytics 4 (GA4)** (`source-google-analytics-data-api`), NOT the deprecated Universal Analytics (`source-google-analytics-v4`). All work goes here.
+
+
 ## Important: Naming Convention — GA4 vs Universal Analytics
 
 This connector is **Google Analytics 4 (GA4)** with package name `source-google-analytics-data-api`. It is very commonly confused with the legacy connector **Google Analytics (Universal Analytics)** with package name `source-google-analytics-v4`.
diff --git a/airbyte-integrations/connectors/source-google-analytics-data-api/manifest.yaml b/airbyte-integrations/connectors/source-google-analytics-data-api/manifest.yaml
index 51ddf612a647..62d4b648a867 100644
--- a/airbyte-integrations/connectors/source-google-analytics-data-api/manifest.yaml
+++ b/airbyte-integrations/connectors/source-google-analytics-data-api/manifest.yaml
@@ -2985,6 +2985,13 @@ spec:
       - auth_type
     predicate_value: Client
     oauth_config_specification:
+      oauth_connector_input_specification:
+        scopes:
+          - scope: "https://www.googleapis.com/auth/analytics.readonly"
+        consent_url: "https://accounts.google.com/o/oauth2/v2/auth?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{scopes_param}}&access_type=offline&{{state_param}}&include_granted_scopes=true&prompt=consent"
+        access_token_url: "https://oauth2.googleapis.com/token?{{client_id_param}}&{{client_secret_param}}&{{auth_code_param}}&{{redirect_uri_param}}&grant_type=authorization_code"
+        extract_output:
+          - refresh_token
       complete_oauth_output_specification:
         type: object
         properties:
diff --git a/airbyte-integrations/connectors/source-google-analytics-data-api/metadata.yaml b/airbyte-integrations/connectors/source-google-analytics-data-api/metadata.yaml
index 4a717ac99a0c..acf94b97081b 100644
--- a/airbyte-integrations/connectors/source-google-analytics-data-api/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-analytics-data-api/metadata.yaml
@@ -8,11 +8,11 @@ data:
       - www.googleapis.com
       - analyticsdata.googleapis.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3cc2eafd-84aa-4dca-93af-322d9dfeec1a
-  dockerImageTag: 2.9.27
+  dockerImageTag: 2.9.29
   dockerRepository: airbyte/source-google-analytics-data-api
   documentationUrl: https://docs.airbyte.com/integrations/sources/google-analytics-data-api
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-google-calendar/metadata.yaml b/airbyte-integrations/connectors/source-google-calendar/metadata.yaml
index 84e9d403418e..0dfb280c4ac1 100644
--- a/airbyte-integrations/connectors/source-google-calendar/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-calendar/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-google-calendar
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c01b6259-bdf4-45ff-bcd5-66424cd2f18b
-  dockerImageTag: 0.0.36
+  dockerImageTag: 0.0.37
   dockerRepository: airbyte/source-google-calendar
   githubIssueLabel: source-google-calendar
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-google-classroom/metadata.yaml b/airbyte-integrations/connectors/source-google-classroom/metadata.yaml
index 3ce2250a7017..96ef746a8d1f 100644
--- a/airbyte-integrations/connectors/source-google-classroom/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-classroom/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-google-classroom
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2c3aa088-396d-4ee6-8096-971ecd11598c
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-google-classroom
   githubIssueLabel: source-google-classroom
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-google-drive/metadata.yaml b/airbyte-integrations/connectors/source-google-drive/metadata.yaml
index 2f944d29691c..4aaea6a8bd20 100644
--- a/airbyte-integrations/connectors/source-google-drive/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-drive/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: file
   connectorType: source
   definitionId: 9f8dda77-1048-4368-815b-269bf54ee9b8
-  dockerImageTag: 0.5.12
+  dockerImageTag: 0.5.14
   dockerRepository: airbyte/source-google-drive
   githubIssueLabel: source-google-drive
   icon: google-drive.svg
diff --git a/airbyte-integrations/connectors/source-google-drive/poetry.lock b/airbyte-integrations/connectors/source-google-drive/poetry.lock
index 172945feb2d1..fecc1f7077d0 100644
--- a/airbyte-integrations/connectors/source-google-drive/poetry.lock
+++ b/airbyte-integrations/connectors/source-google-drive/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "airbyte-cdk"
-version = "7.13.0"
+version = "7.14.0"
 description = "A framework for writing Airbyte Connectors."
 optional = false
 python-versions = "<3.14,>=3.10"
 files = [
-    {file = "airbyte_cdk-7.13.0-py3-none-any.whl", hash = "sha256:ede4018f0ce912102a7698daa6e1a793e0c8cd3f8c3456429d038951cca3a339"},
-    {file = "airbyte_cdk-7.13.0.tar.gz", hash = "sha256:2b6cea3862509ab095beb19524dae78e2b24f3b356891e0a1e24f8854d8c124e"},
+    {file = "airbyte_cdk-7.14.0-py3-none-any.whl", hash = "sha256:306d48d03eaf3c2a5ac46a806bc9b45c90fb1e36f57d6029e5b9e13c508a82c8"},
+    {file = "airbyte_cdk-7.14.0.tar.gz", hash = "sha256:19948896aac82b1d47500742e2d1f3fb529984bdad07d484e38c49c9d56ace0a"},
 ]
 
 [package.dependencies]
@@ -118,13 +118,13 @@ files = [
 
 [[package]]
 name = "attrs"
-version = "25.4.0"
+version = "26.1.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
-    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
+    {file = "attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309"},
+    {file = "attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32"},
 ]
 
 [[package]]
@@ -344,38 +344,43 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
 [[package]]
 name = "chardet"
-version = "7.1.0"
+version = "7.4.0.post2"
 description = "Universal character encoding detector"
 optional = false
 python-versions = ">=3.10"
 files = [
-    {file = "chardet-7.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:dff284d0661563e82d235f79f1d410c526b15ef8d50adc0446cba8162db68d22"},
-    {file = "chardet-7.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:00c3182f739ae7715641e8c08e0ee8ae21b5db6402b883264aa04511edf428b9"},
-    {file = "chardet-7.1.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:18afc27681cd9f583fac47282179f8b73f37b1cab171a528e8af89e7e4562b32"},
-    {file = "chardet-7.1.0-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:20b73403b7a21487e31b2810ea9d7182ce5e301a8ebe847b49d91ec6022e214a"},
-    {file = "chardet-7.1.0-cp310-cp310-win_amd64.whl", hash = "sha256:97cdd7a016fbb451a4dc26b3b1173960b3c0071bbe46a46d6b70027a517170ff"},
-    {file = "chardet-7.1.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:70adef4a036d39d9b5f6c2702f773118a9985c0dff23b650e1045f20e33c9467"},
-    {file = "chardet-7.1.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:8e067ee79709ccf9caa5732419df2dbef476bd9b9658ffc929d45cf13fc91ed7"},
-    {file = "chardet-7.1.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:eb2a9b4052be006b87a985dbdbb00ab35b4b1b66d2751b0ee12680f8f4e90406"},
-    {file = "chardet-7.1.0-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:49b5edd762751735704d1fec38665ee219da28c66f2a4921d615b12be389735b"},
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 ]
 
 [[package]]
@@ -762,13 +767,13 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "dateparser"
-version = "1.3.0"
+version = "1.4.0"
 description = "Date parsing library designed to parse dates from HTML pages"
 optional = false
 python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -934,18 +939,18 @@ files = [
 
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-version = "2.30.0"
+version = "2.30.1"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.9"
 files = [
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 [package.dependencies]
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-googleapis-common-protos = ">=1.56.3,<2.0.0"
+googleapis-common-protos = ">=1.63.2,<2.0.0"
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     {version = ">=1.33.2,<2.0.0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
@@ -1060,17 +1065,17 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-secret-manager"
-version = "2.26.0"
+version = "2.27.0"
 description = "Google Cloud Secret Manager API client library"
 optional = false
-python-versions = ">=3.7"
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 [package.dependencies]
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 grpc-google-iam-v1 = ">=0.14.0,<1.0.0"
 grpcio = ">=1.33.2,<2.0.0"
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     {version = ">=1.22.3,<2.0.0", markers = "python_version < \"3.13\""},
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+protobuf = ">=4.25.8,<8.0.0"
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.73.0"
+version = "1.73.1"
 description = "Common protobufs used in Google APIs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.9"
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+protobuf = ">=4.25.8,<8.0.0"
 
 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0)"]
@@ -1116,94 +1121,94 @@ protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4
 
 [[package]]
 name = "grpcio"
-version = "1.78.0"
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 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
 typing-extensions = ">=4.12,<5.0"
 
 [package.extras]
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 [[package]]
 name = "grpcio-status"
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 optional = false
 python-versions = ">=3.9"
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-grpcio = ">=1.78.0"
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 protobuf = ">=6.31.1,<7.0.0"
 
 [[package]]
@@ -1770,83 +1775,83 @@ files = [
 
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 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.11"
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+    {file = "tomli-2.4.1.tar.gz", hash = "sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f"},
 ]
 
 [[package]]
diff --git a/airbyte-integrations/connectors/source-google-drive/pyproject.toml b/airbyte-integrations/connectors/source-google-drive/pyproject.toml
index f3f63cf95bd7..b9ed4d0cbd7a 100644
--- a/airbyte-integrations/connectors/source-google-drive/pyproject.toml
+++ b/airbyte-integrations/connectors/source-google-drive/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "0.5.12"
+version = "0.5.14"
 name = "source-google-drive"
 description = "Source implementation for Google Drive."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-google-drive/source_google_drive/source.py b/airbyte-integrations/connectors/source-google-drive/source_google_drive/source.py
index 9e0e07ae526f..ad8304a949a1 100644
--- a/airbyte-integrations/connectors/source-google-drive/source_google_drive/source.py
+++ b/airbyte-integrations/connectors/source-google-drive/source_google_drive/source.py
@@ -31,9 +31,14 @@ def spec(self, *args: Any, **kwargs: Any) -> ConnectorSpecification:
         Returns the specification describing what fields can be configured by a user when setting up a file-based source.
         """
         oauth_connector_input_specification = OauthConnectorInputSpecification(
-            consent_url="https://accounts.google.com/o/oauth2/v2/auth?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{scope_param}}&access_type=offline&{{state_param}}&include_granted_scopes=true&prompt=consent",
+            consent_url="https://accounts.google.com/o/oauth2/v2/auth?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{scopes_param}}&access_type=offline&{{state_param}}&include_granted_scopes=true&prompt=consent",
             access_token_url="https://oauth2.googleapis.com/token?{{client_id_param}}&{{client_secret_param}}&{{auth_code_param}}&{{redirect_uri_param}}&grant_type=authorization_code",
-            scope="https://www.googleapis.com/auth/drive.readonly https://www.googleapis.com/auth/admin.directory.group.readonly https://www.googleapis.com/auth/admin.directory.group.member.readonly https://www.googleapis.com/auth/admin.directory.user.readonly",
+            scopes=[
+                {"scope": "https://www.googleapis.com/auth/drive.readonly"},
+                {"scope": "https://www.googleapis.com/auth/admin.directory.group.readonly"},
+                {"scope": "https://www.googleapis.com/auth/admin.directory.group.member.readonly"},
+                {"scope": "https://www.googleapis.com/auth/admin.directory.user.readonly"},
+            ],
         )
 
         return ConnectorSpecification(
diff --git a/airbyte-integrations/connectors/source-google-pagespeed-insights/metadata.yaml b/airbyte-integrations/connectors/source-google-pagespeed-insights/metadata.yaml
index fabc20d9cac5..ce0de2ec6fbb 100644
--- a/airbyte-integrations/connectors/source-google-pagespeed-insights/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-pagespeed-insights/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 100
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 1e9086ab-ddac-4c1d-aafd-ba43ff575fe4
-  dockerImageTag: 0.2.45
+  dockerImageTag: 0.2.46
   dockerRepository: airbyte/source-google-pagespeed-insights
   documentationUrl: https://docs.airbyte.com/integrations/sources/google-pagespeed-insights
   githubIssueLabel: source-google-pagespeed-insights
diff --git a/airbyte-integrations/connectors/source-google-search-console/CLAUDE.md b/airbyte-integrations/connectors/source-google-search-console/CLAUDE.md
deleted file mode 100644
index aee2d29a1989..000000000000
--- a/airbyte-integrations/connectors/source-google-search-console/CLAUDE.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# source-google-search-console
-
-Google Search Console API source connector built on the declarative framework with custom Python
-components for state migration, dimension extraction, and schema generation.
-
-## Key Behavior Documentation
-
-See [BEHAVIOR.md](BEHAVIOR.md) for the most important non-obvious gotchas in this connector, including:
-- POST-based Search Analytics with positional keys array that must be mapped to dimension names
-- Configurable rate limits where most new projects default far below the connector's limit
-- AggregationType override config for customers whose properties reject certain aggregation types
diff --git a/airbyte-integrations/connectors/source-google-search-console/BEHAVIOR.md b/airbyte-integrations/connectors/source-google-search-console/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-google-search-console/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-google-search-console/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-google-search-console/components.py b/airbyte-integrations/connectors/source-google-search-console/components.py
index d304b5f4e09e..082b64ccd227 100644
--- a/airbyte-integrations/connectors/source-google-search-console/components.py
+++ b/airbyte-integrations/connectors/source-google-search-console/components.py
@@ -2,6 +2,7 @@
 # Copyright (c) 2025 Airbyte, Inc., all rights reserved.
 #
 
+import logging
 from dataclasses import dataclass, field
 from typing import Any, Dict, List, Mapping, Optional
 
@@ -11,6 +12,9 @@
 from airbyte_cdk.sources.types import Config, StreamSlice, StreamState
 
 
+logger = logging.getLogger("airbyte")
+
+
 @dataclass
 class NestedSubstreamStateMigration(StateMigration):
     """
@@ -132,6 +136,35 @@ def transform(
         record.pop("keys")
 
 
+@dataclass
+class SanitizeNumericFields(RecordTransformation):
+    """
+    Ensures numeric metric fields are JSON-serializable by guarding against non-standard
+    Python numeric types (e.g., complex) that can cause serialization failures and deadlocks
+    in the concurrent read pipeline.
+
+    See: https://github.com/airbytehq/airbyte/issues/74883
+    """
+
+    NUMERIC_FIELDS = ("clicks", "impressions", "ctr", "position")
+
+    def transform(
+        self,
+        record: Dict[str, Any],
+        config: Optional[Config] = None,
+        stream_state: Optional[StreamState] = None,
+        stream_slice: Optional[StreamSlice] = None,
+    ) -> None:
+        for field_name in self.NUMERIC_FIELDS:
+            value = record.get(field_name)
+            if value is not None and isinstance(value, complex):
+                logger.warning(
+                    "Complex value encountered for field '%s'. Using real component only.",
+                    field_name,
+                )
+                record[field_name] = value.real
+
+
 @dataclass
 class CustomReportSchemaLoader(SchemaLoader):
     """
diff --git a/airbyte-integrations/connectors/source-google-search-console/manifest.yaml b/airbyte-integrations/connectors/source-google-search-console/manifest.yaml
index 8ad21d294b37..21be6945458e 100644
--- a/airbyte-integrations/connectors/source-google-search-console/manifest.yaml
+++ b/airbyte-integrations/connectors/source-google-search-console/manifest.yaml
@@ -225,6 +225,13 @@ spec:
     - auth_type
     predicate_value: Client
     oauth_config_specification:
+      oauth_connector_input_specification:
+        scopes:
+          - scope: "https://www.googleapis.com/auth/webmasters.readonly"
+        consent_url: "https://accounts.google.com/o/oauth2/v2/auth?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{scopes_param}}&access_type=offline&{{state_param}}&include_granted_scopes=true&prompt=consent"
+        access_token_url: "https://oauth2.googleapis.com/token?{{client_id_param}}&{{client_secret_param}}&{{auth_code_param}}&{{redirect_uri_param}}&grant_type=authorization_code"
+        extract_output:
+          - refresh_token
       complete_oauth_output_specification:
         type: object
         properties:
@@ -486,6 +493,8 @@ definitions:
             value: "{{ record['query'] }}"
             value_type: string
         condition: "{{ record.get('query', False) }}"
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -536,6 +545,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -577,6 +588,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -625,6 +638,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -669,6 +684,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -727,6 +744,8 @@ definitions:
             value: "{{ record['query'] }}"
             value_type: string
         condition: "{{ record.get('query', False) }}"
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -778,6 +797,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -827,6 +848,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -876,6 +899,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -1116,6 +1141,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -1165,6 +1192,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -1213,6 +1242,8 @@ definitions:
       - type: RemoveFields
         field_pointers:
           - - keys
+      - type: CustomTransformation
+        class_name: source_declarative_manifest.components.SanitizeNumericFields
     schema_loader:
       type: InlineSchemaLoader
       schema:
@@ -1331,6 +1362,8 @@ dynamic_streams:
           dimensions: # This will be replaced by the dimensions of the custom report
             - date
             - country
+        - type: CustomTransformation
+          class_name: source_declarative_manifest.components.SanitizeNumericFields
       schema_loader:
         type: CustomSchemaLoader
         class_name: source_declarative_manifest.components.CustomReportSchemaLoader
diff --git a/airbyte-integrations/connectors/source-google-search-console/metadata.yaml b/airbyte-integrations/connectors/source-google-search-console/metadata.yaml
index 3f4a5554fc33..60bd36624d84 100644
--- a/airbyte-integrations/connectors/source-google-search-console/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-search-console/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - "*.googleapis.com"
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: eb4c9e00-db83-4d63-a386-39cfa91012a8
-  dockerImageTag: 1.10.26
+  dockerImageTag: 1.10.29
   dockerRepository: airbyte/source-google-search-console
   documentationUrl: https://docs.airbyte.com/integrations/sources/google-search-console
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-google-search-console/unit_tests/test_components.py b/airbyte-integrations/connectors/source-google-search-console/unit_tests/test_components.py
index 6d151b453980..62ce86d75511 100644
--- a/airbyte-integrations/connectors/source-google-search-console/unit_tests/test_components.py
+++ b/airbyte-integrations/connectors/source-google-search-console/unit_tests/test_components.py
@@ -1,5 +1,7 @@
 # Copyright (c) 2025 Airbyte, Inc., all rights reserved.
 
+import logging
+
 import pytest
 
 
@@ -111,3 +113,95 @@ def test_custom_report_schema_loader(components_module):
     actual_schema = schema_loader.get_json_schema()
 
     assert actual_schema == expected_schema
+
+
+class TestSanitizeNumericFields:
+    """Tests for the SanitizeNumericFields transformation."""
+
+    def test_complex_values_are_sanitized(self, components_module):
+        """Complex values in numeric fields should be replaced with their real component."""
+        component = components_module.SanitizeNumericFields()
+        record = {
+            "clicks": complex(42, 0),
+            "impressions": complex(100, 0),
+            "ctr": complex(0.0423, 0),
+            "position": complex(3.7, 0),
+            "site_url": "https://example.com",
+        }
+        component.transform(record=record)
+
+        assert record["clicks"] == 42.0
+        assert record["impressions"] == 100.0
+        assert record["ctr"] == 0.0423
+        assert record["position"] == 3.7
+        assert isinstance(record["clicks"], float)
+        assert isinstance(record["ctr"], float)
+        # Non-numeric fields should be untouched
+        assert record["site_url"] == "https://example.com"
+
+    def test_normal_values_are_not_modified(self, components_module):
+        """Regular int/float values should pass through unchanged."""
+        component = components_module.SanitizeNumericFields()
+        record = {
+            "clicks": 10,
+            "impressions": 500,
+            "ctr": 0.02,
+            "position": 4.5,
+        }
+        component.transform(record=record)
+
+        assert record["clicks"] == 10
+        assert record["impressions"] == 500
+        assert record["ctr"] == 0.02
+        assert record["position"] == 4.5
+
+    def test_none_values_are_not_modified(self, components_module):
+        """None values in numeric fields should not be touched."""
+        component = components_module.SanitizeNumericFields()
+        record = {
+            "clicks": None,
+            "impressions": None,
+            "ctr": None,
+            "position": None,
+        }
+        component.transform(record=record)
+
+        assert record["clicks"] is None
+        assert record["impressions"] is None
+        assert record["ctr"] is None
+        assert record["position"] is None
+
+    def test_missing_fields_are_ignored(self, components_module):
+        """Records without numeric metric fields should not raise errors."""
+        component = components_module.SanitizeNumericFields()
+        record = {"site_url": "https://example.com", "search_type": "web"}
+        component.transform(record=record)
+
+        assert record == {"site_url": "https://example.com", "search_type": "web"}
+
+    def test_complex_with_nonzero_imaginary_uses_real(self, components_module):
+        """Even if the imaginary part is nonzero, only the real part should be extracted."""
+        component = components_module.SanitizeNumericFields()
+        record = {
+            "clicks": complex(5, 3),
+            "impressions": 100,
+            "ctr": complex(0.05, 0.01),
+            "position": 2.0,
+        }
+        component.transform(record=record)
+
+        assert record["clicks"] == 5.0
+        assert record["ctr"] == 0.05
+        # Non-complex fields remain unchanged
+        assert record["impressions"] == 100
+        assert record["position"] == 2.0
+
+    def test_warning_logged_for_complex_values(self, components_module, caplog):
+        """A warning should be logged when a complex value is encountered."""
+        component = components_module.SanitizeNumericFields()
+        record = {"clicks": complex(42, 0), "impressions": 100, "ctr": 0.5, "position": 1.0}
+
+        with caplog.at_level(logging.WARNING, logger="airbyte"):
+            component.transform(record=record)
+
+        assert any("Complex value encountered for field 'clicks'" in msg for msg in caplog.messages)
diff --git a/airbyte-integrations/connectors/source-google-sheets/CLAUDE.md b/airbyte-integrations/connectors/source-google-sheets/CLAUDE.md
deleted file mode 100644
index f261176668bb..000000000000
--- a/airbyte-integrations/connectors/source-google-sheets/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-google-sheets
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Schema derived from row 1 with positional value matching and header deduplication
-2. Batch row fetching with per-request 180-second timeout constraint
diff --git a/airbyte-integrations/connectors/source-google-sheets/BEHAVIOR.md b/airbyte-integrations/connectors/source-google-sheets/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-google-sheets/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-google-sheets/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-google-sheets/manifest.yaml b/airbyte-integrations/connectors/source-google-sheets/manifest.yaml
index b1003ae8a71c..dc7bec917444 100644
--- a/airbyte-integrations/connectors/source-google-sheets/manifest.yaml
+++ b/airbyte-integrations/connectors/source-google-sheets/manifest.yaml
@@ -609,6 +609,14 @@ spec:
       - auth_type
     predicate_value: Client
     oauth_config_specification:
+      oauth_connector_input_specification:
+        scopes:
+          - scope: "https://www.googleapis.com/auth/spreadsheets.readonly"
+          - scope: "https://www.googleapis.com/auth/drive.readonly"
+        consent_url: "https://accounts.google.com/o/oauth2/v2/auth?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{scopes_param}}&access_type=offline&{{state_param}}&include_granted_scopes=true&prompt=consent"
+        access_token_url: "https://oauth2.googleapis.com/token?{{client_id_param}}&{{client_secret_param}}&{{auth_code_param}}&{{redirect_uri_param}}&grant_type=authorization_code"
+        extract_output:
+          - refresh_token
       complete_oauth_output_specification:
         type: object
         additionalProperties: false
diff --git a/airbyte-integrations/connectors/source-google-sheets/metadata.yaml b/airbyte-integrations/connectors/source-google-sheets/metadata.yaml
index d6139d4eb653..a23fe26246a8 100644
--- a/airbyte-integrations/connectors/source-google-sheets/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-sheets/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: file
   connectorType: source
   definitionId: 71607ba1-c0ac-4799-8049-7f4b90dd50f7
-  dockerImageTag: 0.12.22
+  dockerImageTag: 0.12.23
   dockerRepository: airbyte/source-google-sheets
   documentationUrl: https://docs.airbyte.com/integrations/sources/google-sheets
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-google-tasks/metadata.yaml b/airbyte-integrations/connectors/source-google-tasks/metadata.yaml
index 3d9f270ebed9..03802143595d 100644
--- a/airbyte-integrations/connectors/source-google-tasks/metadata.yaml
+++ b/airbyte-integrations/connectors/source-google-tasks/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-google-tasks
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 751c2519-1446-416e-9736-9b98585f8125
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-google-tasks
   githubIssueLabel: source-google-tasks
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-grafana/metadata.yaml b/airbyte-integrations/connectors/source-grafana/metadata.yaml
index 6a8c17c87cd3..ea936e06f152 100644
--- a/airbyte-integrations/connectors/source-grafana/metadata.yaml
+++ b/airbyte-integrations/connectors/source-grafana/metadata.yaml
@@ -12,11 +12,11 @@ data:
       enabled: false
       packageName: airbyte-source-grafana
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: bdf17de3-a522-4929-ab63-0205f794f7b4
-  dockerImageTag: 0.0.5
+  dockerImageTag: 0.0.6
   dockerRepository: airbyte/source-grafana
   githubIssueLabel: source-grafana
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-granola/metadata.yaml b/airbyte-integrations/connectors/source-granola/metadata.yaml
index 7ffb148073b3..f37822c34332 100644
--- a/airbyte-integrations/connectors/source-granola/metadata.yaml
+++ b/airbyte-integrations/connectors/source-granola/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 100
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9023923c-002f-4131-9554-3ebdf56540a4
-  dockerImageTag: 0.1.1
+  dockerImageTag: 0.1.2
   dockerRepository: airbyte/source-granola
   documentationUrl: https://docs.airbyte.com/integrations/sources/granola
   githubIssueLabel: source-granola
diff --git a/airbyte-integrations/connectors/source-greenhouse/metadata.yaml b/airbyte-integrations/connectors/source-greenhouse/metadata.yaml
index 1e4cfbcf0440..7cf3aae224ae 100644
--- a/airbyte-integrations/connectors/source-greenhouse/metadata.yaml
+++ b/airbyte-integrations/connectors/source-greenhouse/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - harvest.greenhouse.io
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 59f1e50a-331f-4f09-b3e8-2e8d4d355f44
-  dockerImageTag: 0.7.18
+  dockerImageTag: 0.7.19
   dockerRepository: airbyte/source-greenhouse
   documentationUrl: https://docs.airbyte.com/integrations/sources/greenhouse
   githubIssueLabel: source-greenhouse
diff --git a/airbyte-integrations/connectors/source-greythr/metadata.yaml b/airbyte-integrations/connectors/source-greythr/metadata.yaml
index 4e56437d7c9a..212e6b9c06a4 100644
--- a/airbyte-integrations/connectors/source-greythr/metadata.yaml
+++ b/airbyte-integrations/connectors/source-greythr/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-greythr
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 1a807325-5a1c-4e0f-a574-841034b1765d
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-greythr
   githubIssueLabel: source-greythr
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-guru/metadata.yaml b/airbyte-integrations/connectors/source-guru/metadata.yaml
index 31366985c4a1..facd128c11ee 100644
--- a/airbyte-integrations/connectors/source-guru/metadata.yaml
+++ b/airbyte-integrations/connectors/source-guru/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-guru
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 30e2d5f2-63c1-4993-8079-c8abf24e747d
-  dockerImageTag: 0.0.52
+  dockerImageTag: 0.0.53
   dockerRepository: airbyte/source-guru
   githubIssueLabel: source-guru
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-harvest/CLAUDE.md b/airbyte-integrations/connectors/source-harvest/CLAUDE.md
deleted file mode 100644
index 596e18450b7a..000000000000
--- a/airbyte-integrations/connectors/source-harvest/CLAUDE.md
+++ /dev/null
@@ -1,10 +0,0 @@
-# source-harvest
-
-Harvest time tracking API source connector built entirely on the declarative framework (no custom Python
-components).
-
-## Key Behavior Documentation
-
-See [BEHAVIOR.md](BEHAVIOR.md) for the most important non-obvious gotchas in this connector, including:
-- Graceful degradation that silently ignores 401/403/404 errors per stream
-- Report streams use date-range slicing with a different cursor format than entity streams
diff --git a/airbyte-integrations/connectors/source-harvest/BEHAVIOR.md b/airbyte-integrations/connectors/source-harvest/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-harvest/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-harvest/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-help-scout/metadata.yaml b/airbyte-integrations/connectors/source-help-scout/metadata.yaml
index 06677d8b17af..db5db9e751ab 100644
--- a/airbyte-integrations/connectors/source-help-scout/metadata.yaml
+++ b/airbyte-integrations/connectors/source-help-scout/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-help-scout
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 96377d38-0bc6-47c0-9c84-c0fcc0f8ce40
-  dockerImageTag: 0.0.39
+  dockerImageTag: 0.0.40
   dockerRepository: airbyte/source-help-scout
   githubIssueLabel: source-help-scout
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-hibob/metadata.yaml b/airbyte-integrations/connectors/source-hibob/metadata.yaml
index 2e2286f781c3..fdfc8915bb8a 100644
--- a/airbyte-integrations/connectors/source-hibob/metadata.yaml
+++ b/airbyte-integrations/connectors/source-hibob/metadata.yaml
@@ -16,11 +16,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 4dc991ed-3dcc-4c40-ac28-9402836709f1
-  dockerImageTag: 0.2.45
+  dockerImageTag: 0.2.46
   dockerRepository: airbyte/source-hibob
   githubIssueLabel: source-hibob
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-high-level/metadata.yaml b/airbyte-integrations/connectors/source-high-level/metadata.yaml
index 0d4b59f2bcab..879386addaea 100644
--- a/airbyte-integrations/connectors/source-high-level/metadata.yaml
+++ b/airbyte-integrations/connectors/source-high-level/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-high-level
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2028e68a-8c97-45c4-b196-e61bad7b6f40
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-high-level
   githubIssueLabel: source-high-level
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-hoorayhr/metadata.yaml b/airbyte-integrations/connectors/source-hoorayhr/metadata.yaml
index ce337df26144..9f249c499735 100644
--- a/airbyte-integrations/connectors/source-hoorayhr/metadata.yaml
+++ b/airbyte-integrations/connectors/source-hoorayhr/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-hoorayhr
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: a2e34f7c-7de1-422c-b909-ce12f3e051af
-  dockerImageTag: 0.1.44
+  dockerImageTag: 0.1.45
   dockerRepository: airbyte/source-hoorayhr
   githubIssueLabel: source-hoorayhr
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-hubspot/CLAUDE.md b/airbyte-integrations/connectors/source-hubspot/CLAUDE.md
deleted file mode 100644
index 1dfe63f9762e..000000000000
--- a/airbyte-integrations/connectors/source-hubspot/CLAUDE.md
+++ /dev/null
@@ -1,28 +0,0 @@
-# source-hubspot
-
-## Overview
-
-HubSpot CRM source connector using the declarative (low-code) framework with extensive custom Python
-components in `components.py`. The connector syncs data from HubSpot's CRM, marketing, and engagement
-APIs.
-
-## Key Files
-
-- `manifest.yaml` -- Declarative stream definitions, authentication, pagination, error handling, and
-  schemas (~7600 lines).
-- `components.py` -- Custom Python components for behaviors that cannot be expressed in YAML alone.
-- `BEHAVIOR.md` -- **Read this first.** Documents all non-obvious connector-specific behaviors
-  including hidden API calls during extraction, dual-endpoint selection, pagination workarounds, and
-  property chunking. Understanding these behaviors is critical before making changes.
-
-## Important Patterns
-
-- CRM search streams make additional association API calls inside the record extractor. See
-  `BEHAVIOR.md` section 1.
-- The engagements stream dynamically selects between two different API endpoints. See `BEHAVIOR.md`
-  section 2.
-- Pagination resets at 10,000 results for search endpoints. See `BEHAVIOR.md` section 3.
-- Custom objects use `StateDelegatingStream` with two different sub-stream implementations. See
-  `BEHAVIOR.md` section 4.
-- Many streams use character-based property chunking (15,000 char limit). See `BEHAVIOR.md` section 5.
-- Authentication retries on 401 to handle mid-sync token expiration. See `BEHAVIOR.md` section 8.
diff --git a/airbyte-integrations/connectors/source-hubspot/BEHAVIOR.md b/airbyte-integrations/connectors/source-hubspot/CONTRIBUTING.md
similarity index 89%
rename from airbyte-integrations/connectors/source-hubspot/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-hubspot/CONTRIBUTING.md
index 298b0ffb1e69..a11b324d5435 100644
--- a/airbyte-integrations/connectors/source-hubspot/BEHAVIOR.md
+++ b/airbyte-integrations/connectors/source-hubspot/CONTRIBUTING.md
@@ -1,5 +1,35 @@
 # source-hubspot: Unique Connector Behaviors
 
+## Overview
+
+HubSpot CRM source connector using the declarative (low-code) framework with extensive custom Python
+components in `components.py`. The connector syncs data from HubSpot's CRM, marketing, and engagement
+APIs.
+
+
+## Key Files
+
+- `manifest.yaml` -- Declarative stream definitions, authentication, pagination, error handling, and
+  schemas (~7600 lines).
+- `components.py` -- Custom Python components for behaviors that cannot be expressed in YAML alone.
+- `CONTRIBUTING.md` -- **Read this first.** Documents all non-obvious connector-specific behaviors
+  including hidden API calls during extraction, dual-endpoint selection, pagination workarounds, and
+  property chunking. Understanding these behaviors is critical before making changes.
+
+
+## Important Patterns
+
+- CRM search streams make additional association API calls inside the record extractor. See
+  `CONTRIBUTING.md` section 1.
+- The engagements stream dynamically selects between two different API endpoints. See `CONTRIBUTING.md`
+  section 2.
+- Pagination resets at 10,000 results for search endpoints. See `CONTRIBUTING.md` section 3.
+- Custom objects use `StateDelegatingStream` with two different sub-stream implementations. See
+  `CONTRIBUTING.md` section 4.
+- Many streams use character-based property chunking (15,000 char limit). See `CONTRIBUTING.md` section 5.
+- Authentication retries on 401 to handle mid-sync token expiration. See `CONTRIBUTING.md` section 8.
+
+
 This document describes the biggest non-obvious gotchas in `source-hubspot` that deviate from standard
 declarative connector patterns. Read this before making changes to the connector.
 
diff --git a/airbyte-integrations/connectors/source-hubspot/components.py b/airbyte-integrations/connectors/source-hubspot/components.py
index 684d20c7576d..54f314195dba 100644
--- a/airbyte-integrations/connectors/source-hubspot/components.py
+++ b/airbyte-integrations/connectors/source-hubspot/components.py
@@ -16,6 +16,7 @@
     RecordSelector,
     SimpleRetriever,
 )
+from airbyte_cdk.models import FailureType
 from airbyte_cdk.sources.declarative.auth.oauth import DeclarativeOauth2Authenticator
 from airbyte_cdk.sources.declarative.auth.selective_authenticator import SelectiveAuthenticator
 from airbyte_cdk.sources.declarative.auth.token_provider import InterpolatedStringTokenProvider
@@ -38,6 +39,7 @@
 from airbyte_cdk.sources.declarative.requesters.requester import Requester
 from airbyte_cdk.sources.declarative.schema.schema_loader import SchemaLoader
 from airbyte_cdk.sources.declarative.transformations import RecordTransformation
+from airbyte_cdk.sources.streams.http.error_handlers.response_models import ErrorResolution, ResponseAction
 from airbyte_cdk.sources.types import Config, Record, StreamSlice, StreamState
 from airbyte_cdk.sources.utils.transform import TransformConfig, TypeTransformer
 from airbyte_cdk.utils.datetime_helpers import AirbyteDateTime, ab_datetime_format, ab_datetime_now, ab_datetime_parse
@@ -45,6 +47,31 @@
 
 logger = logging.getLogger("airbyte")
 
+_PRIVATE_APP_CREDENTIALS = "Private App Credentials"
+
+
+class HubspotErrorHandler(DefaultErrorHandler):
+    """
+    Custom error handler that differentiates 401 handling based on authentication type.
+
+    For OAuth: 401 is retried because the OAuthAuthenticator can transparently refresh expired tokens.
+    For Private App Token (PAT): 401 is a permanent failure because static tokens cannot be refreshed.
+    """
+
+    def interpret_response(self, response_or_exception: Optional[Union[requests.Response, Exception]]) -> ErrorResolution:
+        if (
+            isinstance(response_or_exception, requests.Response)
+            and response_or_exception.status_code == 401
+            and self.config.get("credentials", {}).get("credentials_title") == _PRIVATE_APP_CREDENTIALS
+        ):
+            return ErrorResolution(
+                response_action=ResponseAction.FAIL,
+                failure_type=FailureType.config_error,
+                error_message="Please, update you Private App access token. Current token is invalid or expired.",
+            )
+
+        return super().interpret_response(response_or_exception)
+
 
 @dataclass
 class NewtoLegacyFieldTransformation(RecordTransformation):
@@ -675,14 +702,14 @@ def build_associations_retriever(
             config=config,
             parameters=parameters,
         ),
-        error_handler=DefaultErrorHandler(
+        error_handler=HubspotErrorHandler(
             backoff_strategies=[
                 WaitTimeFromHeaderBackoffStrategy(header="Retry-After", config=config, parameters=parameters),
                 ExponentialBackoffStrategy(config=config, parameters=parameters),
             ],
             response_filters=[
                 HttpResponseFilter(
-                    action="RETRY",
+                    action="RATE_LIMITED",
                     http_codes={429},
                     error_message="HubSpot rate limit reached (429). Backoff based on 'Retry-After' header, then exponential backoff fallback.",
                     config=config,
@@ -696,7 +723,7 @@ def build_associations_retriever(
                     parameters=parameters,
                 ),
                 HttpResponseFilter(
-                    action="RETRY",
+                    action="REFRESH_TOKEN_THEN_RETRY",
                     http_codes={401},
                     error_message="Authentication to HubSpot has expired. Authentication will be retried, but if this issue persists, re-authenticate to restore access to HubSpot.",
                     config=config,
diff --git a/airbyte-integrations/connectors/source-hubspot/manifest.yaml b/airbyte-integrations/connectors/source-hubspot/manifest.yaml
index 6111b7ea41af..4877c30aa801 100644
--- a/airbyte-integrations/connectors/source-hubspot/manifest.yaml
+++ b/airbyte-integrations/connectors/source-hubspot/manifest.yaml
@@ -1,4 +1,4 @@
-version: 6.51.0
+version: 6.52.0
 
 type: DeclarativeSource
 
@@ -40,7 +40,8 @@ definitions:
       $ref: "#/definitions/base_error_handler"
 
   base_error_handler:
-    type: DefaultErrorHandler
+    type: CustomErrorHandler
+    class_name: source_declarative_manifest.components.HubspotErrorHandler
     backoff_strategies:
       - type: WaitTimeFromHeader
         header: Retry-After
@@ -48,7 +49,7 @@ definitions:
       - type: ExponentialBackoffStrategy
     response_filters:
       - type: HttpResponseFilter
-        action: RETRY
+        action: RATE_LIMITED
         http_codes:
           - 429
         error_message: >-
@@ -61,7 +62,7 @@ definitions:
         error_message: >-
           HubSpot server error (5xx). Retrying with exponential backoff...
       - type: HttpResponseFilter
-        action: RETRY
+        action: REFRESH_TOKEN_THEN_RETRY
         http_codes:
           - 401
         error_message: >-
@@ -91,7 +92,8 @@ definitions:
   error_handler_ignore_403:
     # Same as the base error handler, but ignores 403 errors
     # to avoid failing the sync when fetching dynamic streams.
-    type: DefaultErrorHandler
+    type: CustomErrorHandler
+    class_name: source_declarative_manifest.components.HubspotErrorHandler
     backoff_strategies:
       - type: WaitTimeFromHeader
         header: Retry-After
@@ -99,7 +101,7 @@ definitions:
       - type: ExponentialBackoffStrategy
     response_filters:
       - type: HttpResponseFilter
-        action: RETRY
+        action: RATE_LIMITED
         http_codes:
           - 429
         error_message: >-
@@ -112,7 +114,7 @@ definitions:
         error_message: >-
           HubSpot server error (5xx). Retrying with exponential backoff...
       - type: HttpResponseFilter
-        action: RETRY
+        action: REFRESH_TOKEN_THEN_RETRY
         http_codes:
           - 401
         error_message: >-
@@ -993,6 +995,33 @@ definitions:
       schema:
         $ref: "#/schemas/owners_archived"
 
+  users_stream:
+    primary_key:
+      - id
+    $ref: "#/definitions/stream_base"
+    name: users
+    $parameters:
+      name: users
+      required_scopes: >-
+        crm.objects.users.read, settings.users.read
+    retriever:
+      $ref: "#/definitions/base_retriever"
+      requester:
+        $ref: "#/definitions/base_requester"
+        path: /settings/v3/users
+      paginator:
+        $ref: "#/definitions/cursor_paginator"
+      record_selector:
+        type: RecordSelector
+        extractor:
+          type: DpathExtractor
+          field_path:
+            - results
+    schema_loader:
+      type: InlineSchemaLoader
+      schema:
+        $ref: "#/schemas/users"
+
   ticket_pipelines_stream:
     primary_key:
       - id
@@ -1994,6 +2023,7 @@ streams:
   - "#/definitions/marketing_emails_stream"
   - "#/definitions/owners_archived_stream"
   - "#/definitions/owners_stream"
+  - "#/definitions/users_stream"
   - "#/definitions/products_stream"
   - "#/definitions/subscription_changes_stream"
   - "#/definitions/ticket_pipelines_stream"
@@ -5592,6 +5622,75 @@ schemas:
                 - "null"
                 - string
 
+  users:
+    $schema: http://json-schema.org/schema#
+    type:
+      - "null"
+      - object
+    additionalProperties: true
+    properties:
+      id:
+        description: The user's unique ID.
+        type:
+          - "null"
+          - string
+      email:
+        description: The user's email.
+        type:
+          - "null"
+          - string
+      firstName:
+        description: The user's first name.
+        type:
+          - "null"
+          - string
+      lastName:
+        description: The user's last name.
+        type:
+          - "null"
+          - string
+      primaryTeamId:
+        description: The user's primary team.
+        type:
+          - "null"
+          - string
+      roleId:
+        description: The user's role.
+        type:
+          - "null"
+          - string
+      roleIds:
+        description: A list of role IDs assigned to the user.
+        type:
+          - "null"
+          - array
+        items:
+          type:
+            - "null"
+            - string
+      secondaryTeamIds:
+        description: The user's additional teams.
+        type:
+          - "null"
+          - array
+        items:
+          type: 
+            - "null"
+            - string
+      sendWelcomeEmail:
+        description:
+          Whether a welcome email was sent to the user.
+          This value will only be populated in response to a provisioning request.
+          Subsequent queries will be false.
+        type:
+          - "null"
+          - boolean
+      superAdmin:
+        description: Whether the user has super admin privileges.
+        type:
+          - "null"
+          - boolean
+
   workflows:
     $schema: "http://json-schema.org/draft-07/schema#"
     type:
diff --git a/airbyte-integrations/connectors/source-hubspot/metadata.yaml b/airbyte-integrations/connectors/source-hubspot/metadata.yaml
index f716e525aee2..eeb83c2c0e6b 100644
--- a/airbyte-integrations/connectors/source-hubspot/metadata.yaml
+++ b/airbyte-integrations/connectors/source-hubspot/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - api.hubapi.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 36c891d9-4bd9-43ac-bad2-10e12756272c
-  dockerImageTag: 6.3.2
+  dockerImageTag: 6.4.0
   dockerRepository: airbyte/source-hubspot
   documentationUrl: https://docs.airbyte.com/integrations/sources/hubspot
   resourceRequirements:
diff --git a/airbyte-integrations/connectors/source-hubspot/unit_tests/poetry.lock b/airbyte-integrations/connectors/source-hubspot/unit_tests/poetry.lock
index 8d6d55f72644..65ff317ab7b0 100644
--- a/airbyte-integrations/connectors/source-hubspot/unit_tests/poetry.lock
+++ b/airbyte-integrations/connectors/source-hubspot/unit_tests/poetry.lock
@@ -1,15 +1,14 @@
-# This file is automatically @generated by Poetry 2.1.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
 
 [[package]]
 name = "airbyte-cdk"
-version = "7.3.7"
+version = "7.13.0"
 description = "A framework for writing Airbyte Connectors."
 optional = false
 python-versions = "<3.14,>=3.10"
-groups = ["main"]
 files = [
-    {file = "airbyte_cdk-7.3.7-py3-none-any.whl", hash = "sha256:11711913b6ea832fae12149eb377468bc5f64e2996cd8a47b093b99ec0b27a78"},
-    {file = "airbyte_cdk-7.3.7.tar.gz", hash = "sha256:d5a1d76d54563667eea9ea30cb5d06e13d4207f64c32dbe9660002133f25a8e8"},
+    {file = "airbyte_cdk-7.13.0-py3-none-any.whl", hash = "sha256:ede4018f0ce912102a7698daa6e1a793e0c8cd3f8c3456429d038951cca3a339"},
+    {file = "airbyte_cdk-7.13.0.tar.gz", hash = "sha256:2b6cea3862509ab095beb19524dae78e2b24f3b356891e0a1e24f8854d8c124e"},
 ]
 
 [package.dependencies]
@@ -27,15 +26,12 @@ genson = "1.3.0"
 google-cloud-secret-manager = ">=2.17.0,<3.0.0"
 isodate = ">=0.6.1,<0.7.0"
 Jinja2 = ">=3.1.2,<3.2.0"
-jsonref = ">=0.2,<0.3"
+jsonref = ">=1,<2"
 jsonschema = ">=4.17.3,<5.0"
-langchain_core = "0.1.42"
 nltk = "3.9.1"
-numpy = "<2"
 orjson = ">=3.10.7,<4.0.0"
 packaging = "*"
 pandas = "2.2.3"
-psutil = "6.1.0"
 pydantic = ">=2.7,<3.0"
 pyjwt = ">=2.8.0,<3.0.0"
 pyrate-limiter = ">=3.1.0,<3.2.0"
@@ -59,10 +55,10 @@ xmltodict = ">=0.13,<0.15"
 
 [package.extras]
 dev = ["pytest (>=7,<8)"]
-file-based = ["avro (>=1.11.2,<1.13.0)", "fastavro (>=1.11.0,<2.0.0)", "markdown", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=19.0.0,<20.0.0)", "pytesseract (==0.3.10)", "python-calamine (==0.2.3)", "python-snappy (==0.7.3)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"]
-manifest-server = ["ddtrace (>=3.12.3,<4.0.0)", "fastapi (>=0.116.1)", "uvicorn (>=0.35.0)"]
+file-based = ["avro (>=1.11.2,<1.13.0)", "fastavro (>=1.11.0,<2.0.0)", "markdown", "openpyxl (>=3.1.0,<4.0.0)", "pdf2image (==1.16.3)", "pdfminer.six (==20221105)", "pyarrow (>=19.0.0,<20.0.0)", "pytesseract (==0.3.10)", "python-calamine (==0.2.3)", "python-snappy (==0.7.3)", "unstructured.pytesseract (>=0.3.12)", "unstructured[docx,pptx] (==0.10.27)"]
+manifest-server = ["ddtrace (>=3,<4)", "fastapi (>=0.116.1)", "uvicorn (>=0.35.0)"]
 sql = ["sqlalchemy (>=2.0,!=2.0.36,<3.0)"]
-vector-db-based = ["cohere (>=4.21,<6.0.0)", "langchain (==0.1.16)", "openai[embeddings] (==0.27.9)", "tiktoken (==0.8.0)"]
+vector-db-based = ["cohere (>=4.21,<6.0.0)", "langchain_community (>=0.4,<0.5)", "langchain_core (>=1.2.5,<2.0.0)", "langchain_text_splitters (>=1.0.0,<2.0.0)", "openai[embeddings] (==0.27.9)", "tiktoken (==0.8.0)"]
 
 [[package]]
 name = "airbyte-protocol-models-dataclasses"
@@ -70,7 +66,6 @@ version = "0.17.1"
 description = "Declares the Airbyte Protocol using Python Dataclasses. Dataclasses in Python have less performance overhead compared to Pydantic models, making them a more efficient choice for scenarios where speed and memory usage are critical"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "airbyte_protocol_models_dataclasses-0.17.1-py3-none-any.whl", hash = "sha256:ef83ac56de6208afe0a21ce05bcfbcfc98b98300a76fb3cdf4db2e7f720f1df0"},
     {file = "airbyte_protocol_models_dataclasses-0.17.1.tar.gz", hash = "sha256:cbccfdf84fabd0b6e325cc57fa0682ae9d386fce8fcb5943faa5df2b7e599919"},
@@ -82,7 +77,6 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -94,42 +88,17 @@ version = "0.3.2"
 description = "Unicode to ASCII transliteration"
 optional = false
 python-versions = ">=3.3"
-groups = ["main"]
 files = [
     {file = "anyascii-0.3.2-py3-none-any.whl", hash = "sha256:3b3beef6fc43d9036d3b0529050b0c48bfad8bc960e9e562d7223cfb94fe45d4"},
     {file = "anyascii-0.3.2.tar.gz", hash = "sha256:9d5d32ef844fe225b8bc7cba7f950534fae4da27a9bf3a6bea2cb0ea46ce4730"},
 ]
 
-[[package]]
-name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
-    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
-]
-
-[package.dependencies]
-exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
-idna = ">=2.8"
-sniffio = ">=1.1"
-typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
-
-[package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
-trio = ["trio (>=0.26.1)"]
-
 [[package]]
 name = "attributes-doc"
 version = "0.4.0"
 description = "PEP 224 implementation"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "attributes-doc-0.4.0.tar.gz", hash = "sha256:b1576c94a714e9fc2c65c47cf10d0c8e1a5f7c4f5ae7f69006be108d95cbfbfb"},
     {file = "attributes_doc-0.4.0-py2.py3-none-any.whl", hash = "sha256:4c3007d9e58f3a6cb4b9c614c4d4ce2d92161581f28e594ddd8241cc3a113bdd"},
@@ -141,19 +110,18 @@ version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
     {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
-benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "backoff"
@@ -161,7 +129,6 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
-groups = ["main"]
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -173,7 +140,6 @@ version = "25.0.0"
 description = "When they're not builtins, they're boltons."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "boltons-25.0.0-py3-none-any.whl", hash = "sha256:dc9fb38bf28985715497d1b54d00b62ea866eca3938938ea9043e254a3a6ca62"},
     {file = "boltons-25.0.0.tar.gz", hash = "sha256:e110fbdc30b7b9868cb604e3f71d4722dd8f4dcb4a5ddd06028ba8f1ab0b5ace"},
@@ -185,7 +151,6 @@ version = "2.5.post1"
 description = "Bash style brace expander."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "bracex-2.5.post1-py3-none-any.whl", hash = "sha256:13e5732fec27828d6af308628285ad358047cec36801598368cb28bc631dbaf6"},
     {file = "bracex-2.5.post1.tar.gz", hash = "sha256:12c50952415bfa773d2d9ccb8e79651b8cdb1f31a42f6091b804f6ba2b4a66b6"},
@@ -197,7 +162,6 @@ version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "cachetools-5.5.2-py3-none-any.whl", hash = "sha256:d26a22bcc62eb95c3beabd9f1ee5e820d3d2704fe2967cbe350e20c8ffcd3f0a"},
     {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
@@ -209,7 +173,6 @@ version = "24.1.3"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "cattrs-24.1.3-py3-none-any.whl", hash = "sha256:adf957dddd26840f27ffbd060a6c4dd3b2192c5b7c2c0525ef1bd8131d8a83f5"},
     {file = "cattrs-24.1.3.tar.gz", hash = "sha256:981a6ef05875b5bb0c7fb68885546186d306f10f0f6718fe9b96c226e68821ff"},
@@ -224,8 +187,8 @@ typing-extensions = {version = ">=4.1.0,<4.6.3 || >4.6.3", markers = "python_ver
 bson = ["pymongo (>=4.4.0)"]
 cbor2 = ["cbor2 (>=5.4.6)"]
 msgpack = ["msgpack (>=1.0.5)"]
-msgspec = ["msgspec (>=0.18.5) ; implementation_name == \"cpython\""]
-orjson = ["orjson (>=3.9.2) ; implementation_name == \"cpython\""]
+msgspec = ["msgspec (>=0.18.5)"]
+orjson = ["orjson (>=3.9.2)"]
 pyyaml = ["pyyaml (>=6.0)"]
 tomlkit = ["tomlkit (>=0.11.8)"]
 ujson = ["ujson (>=5.7.0)"]
@@ -236,7 +199,6 @@ version = "2025.4.26"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
 files = [
     {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
     {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
@@ -248,8 +210,6 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -329,7 +289,6 @@ version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "charset_normalizer-3.4.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7c48ed483eb946e6c04ccbe02c6b4d1d48e51944b6db70f697e089c193404941"},
     {file = "charset_normalizer-3.4.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b2d318c11350e10662026ad0eb71bb51c7812fc8590825304ae0bdd4ac283acd"},
@@ -431,7 +390,6 @@ version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
 files = [
     {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
     {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
@@ -446,8 +404,6 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
@@ -459,7 +415,6 @@ version = "44.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = "!=3.9.0,!=3.9.1,>=3.7"
-groups = ["main"]
 files = [
     {file = "cryptography-44.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:962bc30480a08d133e631e8dfd4783ab71cc9e33d5d7c1e192f0b7c06397bb88"},
     {file = "cryptography-44.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4ffc61e8f3bf5b60346d89cd3d37231019c17a081208dfbbd6e1605ba03fa137"},
@@ -504,10 +459,10 @@ files = [
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
 
 [package.extras]
-docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0) ; python_version >= \"3.8\""]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=3.0.0)"]
 docstest = ["pyenchant (>=3)", "readme-renderer (>=30.0)", "sphinxcontrib-spelling (>=7.3.1)"]
-nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2) ; python_version >= \"3.8\""]
-pep8test = ["check-sdist ; python_version >= \"3.8\"", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
+nox = ["nox (>=2024.4.15)", "nox[uv] (>=2024.3.2)"]
+pep8test = ["check-sdist", "click (>=8.0.1)", "mypy (>=1.4)", "ruff (>=0.3.6)"]
 sdist = ["build (>=1.0.0)"]
 ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi (>=2024)", "cryptography-vectors (==44.0.3)", "pretend (>=0.7)", "pytest (>=7.4.0)", "pytest-benchmark (>=4.0)", "pytest-cov (>=2.10.1)", "pytest-xdist (>=3.5.0)"]
@@ -519,7 +474,6 @@ version = "1.2.2"
 description = "Date parsing library designed to parse dates from HTML pages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "dateparser-1.2.2-py3-none-any.whl", hash = "sha256:5a5d7211a09013499867547023a2a0c91d5a27d15dd4dbcea676ea9fe66f2482"},
     {file = "dateparser-1.2.2.tar.gz", hash = "sha256:986316f17cb8cdc23ea8ce563027c5ef12fc725b6fb1d137c14ca08777c5ecf7"},
@@ -542,7 +496,6 @@ version = "2.2.0"
 description = "Filesystem-like pathing and searching for dictionaries"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "dpath-2.2.0-py3-none-any.whl", hash = "sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576"},
     {file = "dpath-2.2.0.tar.gz", hash = "sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e"},
@@ -554,7 +507,6 @@ version = "1.24.1"
 description = "Dynamic version generation"
 optional = false
 python-versions = ">=3.5"
-groups = ["main"]
 files = [
     {file = "dunamai-1.24.1-py3-none-any.whl", hash = "sha256:4370e406d8ce195fc4b066b5c326bfa9adb269c4b8719b4e4fd90b63a2144bf7"},
     {file = "dunamai-1.24.1.tar.gz", hash = "sha256:3aa3348f77242da8628b23f11e89569343440f0f912bcef32a1fa891cf8e7215"},
@@ -569,8 +521,6 @@ version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
-markers = "python_version == \"3.10\""
 files = [
     {file = "exceptiongroup-1.3.0-py3-none-any.whl", hash = "sha256:4d111e6e0c13d0644cad6ddaa7ed0261a0b36971f6d23e7ec9b4b9097da78a10"},
     {file = "exceptiongroup-1.3.0.tar.gz", hash = "sha256:b241f5885f560bc56a59ee63ca4c6a8bfa46ae4ad651af316d4e81817bb9fd88"},
@@ -588,7 +538,6 @@ version = "1.5.1"
 description = "Let your Python tests travel through time"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "freezegun-1.5.1-py3-none-any.whl", hash = "sha256:bf111d7138a8abe55ab48a71755673dbaa4ab87f4cff5634a4442dfec34c15f1"},
     {file = "freezegun-1.5.1.tar.gz", hash = "sha256:b29dedfcda6d5e8e083ce71b2b542753ad48cfec44037b3fc79702e2980a89e9"},
@@ -603,7 +552,6 @@ version = "1.3.0"
 description = "GenSON is a powerful, user-friendly JSON Schema generator."
 optional = false
 python-versions = "*"
-groups = ["main"]
 files = [
     {file = "genson-1.3.0-py3-none-any.whl", hash = "sha256:468feccd00274cc7e4c09e84b08704270ba8d95232aa280f65b986139cec67f7"},
     {file = "genson-1.3.0.tar.gz", hash = "sha256:e02db9ac2e3fd29e65b5286f7135762e2cd8a986537c075b06fc5f1517308e37"},
@@ -615,7 +563,6 @@ version = "2.24.2"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"},
     {file = "google_api_core-2.24.2.tar.gz", hash = "sha256:81718493daf06d96d6bc76a91c23874dbf2fac0adbbf542831b805ee6e974696"},
@@ -625,12 +572,12 @@ files = [
 google-auth = ">=2.14.1,<3.0.0"
 googleapis-common-protos = ">=1.56.2,<2.0.0"
 grpcio = [
-    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
     {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
+    {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
+    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
 ]
 proto-plus = ">=1.22.3,<2.0.0"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
@@ -638,7 +585,7 @@ requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
-grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev) ; python_version >= \"3.11\"", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0) ; python_version >= \"3.11\""]
+grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
@@ -648,7 +595,6 @@ version = "2.40.2"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "google_auth-2.40.2-py2.py3-none-any.whl", hash = "sha256:f7e568d42eedfded58734f6a60c58321896a621f7c116c411550a4b4a13da90b"},
     {file = "google_auth-2.40.2.tar.gz", hash = "sha256:a33cde547a2134273226fa4b853883559947ebe9207521f7afc707efbf690f58"},
@@ -662,11 +608,11 @@ rsa = ">=3.1.4,<5"
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0)"]
-testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0)", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
 urllib3 = ["packaging", "urllib3"]
 
 [[package]]
@@ -675,7 +621,6 @@ version = "2.23.3"
 description = "Google Cloud Secret Manager API client library"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "google_cloud_secret_manager-2.23.3-py3-none-any.whl", hash = "sha256:fe06ebb2f71eb739ecc6c14ea9e8dafcb9bbc6123b78b2f8986ece6733d23a1a"},
     {file = "google_cloud_secret_manager-2.23.3.tar.gz", hash = "sha256:598c4c0a9d10d49d500eb4aea3255dff250aa2f92c028f5c97e3b367f768c808"},
@@ -694,7 +639,6 @@ version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"},
     {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"},
@@ -713,7 +657,6 @@ version = "0.14.2"
 description = "IAM API client library"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "grpc_google_iam_v1-0.14.2-py3-none-any.whl", hash = "sha256:a3171468459770907926d56a440b2bb643eec1d7ba215f48f3ecece42b4d8351"},
     {file = "grpc_google_iam_v1-0.14.2.tar.gz", hash = "sha256:b3e1fc387a1a329e41672197d0ace9de22c78dd7d215048c4c78712073f7bd20"},
@@ -730,7 +673,6 @@ version = "1.71.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "grpcio-1.71.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:c200cb6f2393468142eb50ab19613229dcc7829b5ccee8b658a36005f6669fdd"},
     {file = "grpcio-1.71.0-cp310-cp310-macosx_12_0_universal2.whl", hash = "sha256:b2266862c5ad664a380fbbcdbdb8289d71464c42a8c29053820ee78ba0119e5d"},
@@ -794,7 +736,6 @@ version = "1.62.3"
 description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
 files = [
     {file = "grpcio-status-1.62.3.tar.gz", hash = "sha256:289bdd7b2459794a12cf95dc0cb727bd4a1742c37bd823f760236c937e53a485"},
     {file = "grpcio_status-1.62.3-py3-none-any.whl", hash = "sha256:f9049b762ba8de6b1086789d8315846e094edac2c50beaf462338b301a8fd4b8"},
@@ -805,72 +746,12 @@ googleapis-common-protos = ">=1.5.5"
 grpcio = ">=1.62.3"
 protobuf = ">=4.21.6"
 
-[[package]]
-name = "h11"
-version = "0.16.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "h11-0.16.0-py3-none-any.whl", hash = "sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86"},
-    {file = "h11-0.16.0.tar.gz", hash = "sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1"},
-]
-
-[[package]]
-name = "httpcore"
-version = "1.0.9"
-description = "A minimal low-level HTTP client."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "httpcore-1.0.9-py3-none-any.whl", hash = "sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55"},
-    {file = "httpcore-1.0.9.tar.gz", hash = "sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8"},
-]
-
-[package.dependencies]
-certifi = "*"
-h11 = ">=0.16"
-
-[package.extras]
-asyncio = ["anyio (>=4.0,<5.0)"]
-http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<1.0)"]
-
-[[package]]
-name = "httpx"
-version = "0.28.1"
-description = "The next generation HTTP client."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
-    {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
-]
-
-[package.dependencies]
-anyio = "*"
-certifi = "*"
-httpcore = "==1.*"
-idna = "*"
-
-[package.extras]
-brotli = ["brotli ; platform_python_implementation == \"CPython\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
-cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
-http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
-zstd = ["zstandard (>=0.18.0)"]
-
 [[package]]
 name = "idna"
 version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -885,7 +766,6 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -897,7 +777,6 @@ version = "0.6.1"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = false
 python-versions = "*"
-groups = ["main"]
 files = [
     {file = "isodate-0.6.1-py2.py3-none-any.whl", hash = "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96"},
     {file = "isodate-0.6.1.tar.gz", hash = "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"},
@@ -912,7 +791,6 @@ version = "3.1.6"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67"},
     {file = "jinja2-3.1.6.tar.gz", hash = "sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d"},
@@ -930,49 +808,20 @@ version = "1.5.1"
 description = "Lightweight pipelining with Python functions"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "joblib-1.5.1-py3-none-any.whl", hash = "sha256:4719a31f054c7d766948dcd83e9613686b27114f190f717cec7eaa2084f8a74a"},
     {file = "joblib-1.5.1.tar.gz", hash = "sha256:f4f86e351f39fe3d0d32a9f2c3d8af1ee4cec285aafcb27003dda5205576b444"},
 ]
 
-[[package]]
-name = "jsonpatch"
-version = "1.33"
-description = "Apply JSON-Patches (RFC 6902)"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
-groups = ["main"]
-files = [
-    {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
-    {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
-]
-
-[package.dependencies]
-jsonpointer = ">=1.9"
-
-[[package]]
-name = "jsonpointer"
-version = "3.0.0"
-description = "Identify specific nodes in a JSON document (RFC 6901)"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
-    {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
-]
-
 [[package]]
 name = "jsonref"
-version = "0.2"
-description = "An implementation of JSON Reference for Python"
+version = "1.1.0"
+description = "jsonref is a library for automatic dereferencing of JSON Reference objects for Python."
 optional = false
-python-versions = "*"
-groups = ["main"]
+python-versions = ">=3.7"
 files = [
-    {file = "jsonref-0.2-py3-none-any.whl", hash = "sha256:b1e82fa0b62e2c2796a13e5401fe51790b248f6d9bf9d7212a3e31a3501b291f"},
-    {file = "jsonref-0.2.tar.gz", hash = "sha256:f3c45b121cf6257eafabdc3a8008763aed1cd7da06dbabc59a9e4d2a5e4e6697"},
+    {file = "jsonref-1.1.0-py3-none-any.whl", hash = "sha256:590dc7773df6c21cbf948b5dac07a72a251db28b0238ceecce0a2abfa8ec30a9"},
+    {file = "jsonref-1.1.0.tar.gz", hash = "sha256:32fe8e1d85af0fdefbebce950af85590b22b60f9e95443176adbde4e1ecea552"},
 ]
 
 [[package]]
@@ -981,7 +830,6 @@ version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
     {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
@@ -995,61 +843,12 @@ pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
-[[package]]
-name = "langchain-core"
-version = "0.1.42"
-description = "Building applications with LLMs through composability"
-optional = false
-python-versions = "<4.0,>=3.8.1"
-groups = ["main"]
-files = [
-    {file = "langchain_core-0.1.42-py3-none-any.whl", hash = "sha256:c5653ffa08a44f740295c157a24c0def4a753333f6a2c41f76bf431cd00be8b5"},
-    {file = "langchain_core-0.1.42.tar.gz", hash = "sha256:40751bf60ea5d8e2b2efe65290db434717ee3834870c002e40e2811f09d814e6"},
-]
-
-[package.dependencies]
-jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.0,<0.2.0"
-packaging = ">=23.2,<24.0"
-pydantic = ">=1,<3"
-PyYAML = ">=5.3"
-tenacity = ">=8.1.0,<9.0.0"
-
-[package.extras]
-extended-testing = ["jinja2 (>=3,<4)"]
-
-[[package]]
-name = "langsmith"
-version = "0.1.147"
-description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
-optional = false
-python-versions = "<4.0,>=3.8.1"
-groups = ["main"]
-files = [
-    {file = "langsmith-0.1.147-py3-none-any.whl", hash = "sha256:7166fc23b965ccf839d64945a78e9f1157757add228b086141eb03a60d699a15"},
-    {file = "langsmith-0.1.147.tar.gz", hash = "sha256:2e933220318a4e73034657103b3b1a3a6109cc5db3566a7e8e03be8d6d7def7a"},
-]
-
-[package.dependencies]
-httpx = ">=0.23.0,<1"
-orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
-pydantic = [
-    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
-    {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
-]
-requests = ">=2,<3"
-requests-toolbelt = ">=1.0.0,<2.0.0"
-
-[package.extras]
-langsmith-pyo3 = ["langsmith-pyo3 (>=0.1.0rc2,<0.2.0)"]
-
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -1074,7 +873,6 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -1145,7 +943,6 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -1157,7 +954,6 @@ version = "5.2.0"
 description = "Rolling backport of unittest.mock for all Pythons"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
 files = [
     {file = "mock-5.2.0-py3-none-any.whl", hash = "sha256:7ba87f72ca0e915175596069dbbcc7c75af7b5e9b9bc107ad6349ede0819982f"},
     {file = "mock-5.2.0.tar.gz", hash = "sha256:4e460e818629b4b173f32d08bf30d3af8123afbb8e04bb5707a1fd4799e503f0"},
@@ -1174,7 +970,6 @@ version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
     {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@@ -1200,7 +995,6 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -1246,7 +1040,6 @@ version = "3.10.18"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "orjson-3.10.18-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:a45e5d68066b408e4bc383b6e4ef05e717c65219a9e1390abc6155a520cac402"},
     {file = "orjson-3.10.18-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:be3b9b143e8b9db05368b13b04c84d37544ec85bb97237b3a923f076265ec89c"},
@@ -1328,7 +1121,6 @@ version = "23.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
     {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
@@ -1340,7 +1132,6 @@ version = "2.2.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"},
     {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"},
@@ -1388,9 +1179,9 @@ files = [
 
 [package.dependencies]
 numpy = [
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
     {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
-    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1427,7 +1218,6 @@ version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
     {file = "platformdirs-4.3.8.tar.gz", hash = "sha256:3d512d96e16bcb959a814c9f348431070822a6496326a4be0911c40b5a74c2bc"},
@@ -1444,7 +1234,6 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -1460,7 +1249,6 @@ version = "1.26.1"
 description = "Beautiful, Pythonic protocol buffers"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "proto_plus-1.26.1-py3-none-any.whl", hash = "sha256:13285478c2dcf2abb829db158e1047e2f1e8d63a077d94263c2b88b043c75a66"},
     {file = "proto_plus-1.26.1.tar.gz", hash = "sha256:21a515a4c4c0088a773899e23c7bbade3d18f9c66c73edd4c7ee3816bc96a012"},
@@ -1478,7 +1266,6 @@ version = "6.31.0"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "protobuf-6.31.0-cp310-abi3-win32.whl", hash = "sha256:10bd62802dfa0588649740a59354090eaf54b8322f772fbdcca19bc78d27f0d6"},
     {file = "protobuf-6.31.0-cp310-abi3-win_amd64.whl", hash = "sha256:3e987c99fd634be8347246a02123250f394ba20573c953de133dc8b2c107dd71"},
@@ -1491,44 +1278,12 @@ files = [
     {file = "protobuf-6.31.0.tar.gz", hash = "sha256:314fab1a6a316469dc2dd46f993cbbe95c861ea6807da910becfe7475bc26ffe"},
 ]
 
-[[package]]
-name = "psutil"
-version = "6.1.0"
-description = "Cross-platform lib for process and system monitoring in Python."
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
-groups = ["main"]
-files = [
-    {file = "psutil-6.1.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0"},
-    {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942"},
-    {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_x86_64.whl", hash = "sha256:000d1d1ebd634b4efb383f4034437384e44a6d455260aaee2eca1e9c1b55f047"},
-    {file = "psutil-6.1.0-cp27-cp27mu-manylinux2010_i686.whl", hash = "sha256:5cd2bcdc75b452ba2e10f0e8ecc0b57b827dd5d7aaffbc6821b2a9a242823a76"},
-    {file = "psutil-6.1.0-cp27-cp27mu-manylinux2010_x86_64.whl", hash = "sha256:045f00a43c737f960d273a83973b2511430d61f283a44c96bf13a6e829ba8fdc"},
-    {file = "psutil-6.1.0-cp27-none-win32.whl", hash = "sha256:9118f27452b70bb1d9ab3198c1f626c2499384935aaf55388211ad982611407e"},
-    {file = "psutil-6.1.0-cp27-none-win_amd64.whl", hash = "sha256:a8506f6119cff7015678e2bce904a4da21025cc70ad283a53b099e7620061d85"},
-    {file = "psutil-6.1.0-cp36-abi3-macosx_10_9_x86_64.whl", hash = "sha256:6e2dcd475ce8b80522e51d923d10c7871e45f20918e027ab682f94f1c6351688"},
-    {file = "psutil-6.1.0-cp36-abi3-macosx_11_0_arm64.whl", hash = "sha256:0895b8414afafc526712c498bd9de2b063deaac4021a3b3c34566283464aff8e"},
-    {file = "psutil-6.1.0-cp36-abi3-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9dcbfce5d89f1d1f2546a2090f4fcf87c7f669d1d90aacb7d7582addece9fb38"},
-    {file = "psutil-6.1.0-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:498c6979f9c6637ebc3a73b3f87f9eb1ec24e1ce53a7c5173b8508981614a90b"},
-    {file = "psutil-6.1.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d905186d647b16755a800e7263d43df08b790d709d575105d419f8b6ef65423a"},
-    {file = "psutil-6.1.0-cp36-cp36m-win32.whl", hash = "sha256:6d3fbbc8d23fcdcb500d2c9f94e07b1342df8ed71b948a2649b5cb060a7c94ca"},
-    {file = "psutil-6.1.0-cp36-cp36m-win_amd64.whl", hash = "sha256:1209036fbd0421afde505a4879dee3b2fd7b1e14fee81c0069807adcbbcca747"},
-    {file = "psutil-6.1.0-cp37-abi3-win32.whl", hash = "sha256:1ad45a1f5d0b608253b11508f80940985d1d0c8f6111b5cb637533a0e6ddc13e"},
-    {file = "psutil-6.1.0-cp37-abi3-win_amd64.whl", hash = "sha256:a8fb3752b491d246034fa4d279ff076501588ce8cbcdbb62c32fd7a377d996be"},
-    {file = "psutil-6.1.0.tar.gz", hash = "sha256:353815f59a7f64cdaca1c0307ee13558a0512f6db064e92fe833784f08539c7a"},
-]
-
-[package.extras]
-dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "wheel"]
-test = ["pytest", "pytest-xdist", "setuptools"]
-
 [[package]]
 name = "pyasn1"
 version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -1540,7 +1295,6 @@ version = "0.4.2"
 description = "A collection of ASN.1-based protocols modules"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pyasn1_modules-0.4.2-py3-none-any.whl", hash = "sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a"},
     {file = "pyasn1_modules-0.4.2.tar.gz", hash = "sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6"},
@@ -1555,8 +1309,6 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -1568,7 +1320,6 @@ version = "2.11.5"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "pydantic-2.11.5-py3-none-any.whl", hash = "sha256:f9c26ba06f9747749ca1e5c94d6a85cb84254577553c8785576fd38fa64dc0f7"},
     {file = "pydantic-2.11.5.tar.gz", hash = "sha256:7f853db3d0ce78ce8bbb148c401c2cdd6431b3473c0cdff2755c7690952a7b7a"},
@@ -1582,7 +1333,7 @@ typing-inspection = ">=0.4.0"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
-timezone = ["tzdata ; python_version >= \"3.9\" and platform_system == \"Windows\""]
+timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
@@ -1590,7 +1341,6 @@ version = "2.33.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2b3d326aaef0c0399d9afffeb6367d5e26ddc24d351dbc9c636840ac355dc5d8"},
     {file = "pydantic_core-2.33.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0e5b2671f05ba48b94cb90ce55d8bdcaaedb8ba00cc5359f6810fc918713983d"},
@@ -1702,7 +1452,6 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
@@ -1717,7 +1466,6 @@ version = "2.10.1"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
     {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
@@ -1735,7 +1483,6 @@ version = "3.1.1"
 description = "Python Rate-Limiter using Leaky-Bucket Algorithm"
 optional = false
 python-versions = ">=3.8,<4.0"
-groups = ["main"]
 files = [
     {file = "pyrate_limiter-3.1.1-py3-none-any.whl", hash = "sha256:c51906f1d51d56dc992ff6c26e8300e32151bc6cfa3e6559792e31971dfd4e2b"},
     {file = "pyrate_limiter-3.1.1.tar.gz", hash = "sha256:2f57eda712687e6eccddf6afe8f8a15b409b97ed675fe64a626058f12863b7b7"},
@@ -1751,7 +1498,6 @@ version = "0.20.0"
 description = "Persistent/Functional/Immutable data structures"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pyrsistent-0.20.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8c3aba3e01235221e5b229a6c05f585f344734bd1ad42a8ac51493d74722bbce"},
     {file = "pyrsistent-0.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1beb78af5423b879edaf23c5591ff292cf7c33979734c99aa66d5914ead880f"},
@@ -1793,7 +1539,6 @@ version = "8.3.5"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pytest-8.3.5-py3-none-any.whl", hash = "sha256:c69214aa47deac29fad6c2a4f590b9c4a9fdb16a403176fe154b79c0b4d4d820"},
     {file = "pytest-8.3.5.tar.gz", hash = "sha256:f4efe70cc14e511565ac476b57c279e12a855b11f48f212af1080ef2263d3845"},
@@ -1816,7 +1561,6 @@ version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
     {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
@@ -1834,7 +1578,6 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -1849,7 +1592,6 @@ version = "3.0.0"
 description = "Universally unique lexicographically sortable identifier"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "python_ulid-3.0.0-py3-none-any.whl", hash = "sha256:e4c4942ff50dbd79167ad01ac725ec58f924b4018025ce22c858bfcff99a5e31"},
     {file = "python_ulid-3.0.0.tar.gz", hash = "sha256:e50296a47dc8209d28629a22fc81ca26c00982c78934bd7766377ba37ea49a9f"},
@@ -1864,7 +1606,6 @@ version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
-groups = ["main"]
 files = [
     {file = "pytz-2024.2-py2.py3-none-any.whl", hash = "sha256:31c7c1817eb7fae7ca4b8c7ee50c72f93aa2dd863de768e1ef4245d426aa0725"},
     {file = "pytz-2024.2.tar.gz", hash = "sha256:2aa355083c50a0f93fa581709deac0c9ad65cca8a9e9beac660adcbd493c798a"},
@@ -1876,7 +1617,6 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0a9a2848a5b7feac301353437eb7d5957887edbf81d56e903999a75a3d743086"},
     {file = "PyYAML-6.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:29717114e51c84ddfba879543fb232a6ed60086602313ca38cce623c1d62cfbf"},
@@ -1939,7 +1679,6 @@ version = "3.13.0"
 description = "rapid fuzzy string matching"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "rapidfuzz-3.13.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:aafc42a1dc5e1beeba52cd83baa41372228d6d8266f6d803c16dbabbcc156255"},
     {file = "rapidfuzz-3.13.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:85c9a131a44a95f9cac2eb6e65531db014e09d89c4f18c7b1fa54979cb9ff1f3"},
@@ -2046,7 +1785,6 @@ version = "0.37.0"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
 files = [
     {file = "referencing-0.37.0-py3-none-any.whl", hash = "sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231"},
     {file = "referencing-0.37.0.tar.gz", hash = "sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8"},
@@ -2063,7 +1801,6 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:ff590880083d60acc0433f9c3f713c51f7ac6ebb9adf889c79a261ecf541aa91"},
     {file = "regex-2024.11.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:658f90550f38270639e83ce492f27d2c8d2cd63805c65a13a14d36ca126753f0"},
@@ -2167,7 +1904,6 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
     {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
@@ -2189,7 +1925,6 @@ version = "1.2.1"
 description = "A persistent cache for python requests"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "requests_cache-1.2.1-py3-none-any.whl", hash = "sha256:1285151cddf5331067baa82598afe2d47c7495a1334bfe7a7d329b43e9fd3603"},
     {file = "requests_cache-1.2.1.tar.gz", hash = "sha256:68abc986fdc5b8d0911318fbb5f7c80eebcd4d01bfacc6685ecf8876052511d1"},
@@ -2220,7 +1955,6 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
-groups = ["main"]
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
     {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
@@ -2232,28 +1966,12 @@ requests = ">=2.22,<3"
 [package.extras]
 fixture = ["fixtures"]
 
-[[package]]
-name = "requests-toolbelt"
-version = "1.0.0"
-description = "A utility belt for advanced users of python-requests"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-groups = ["main"]
-files = [
-    {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
-    {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
-]
-
-[package.dependencies]
-requests = ">=2.0.1,<3.0.0"
-
 [[package]]
 name = "rich"
 version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
-groups = ["main"]
 files = [
     {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
     {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
@@ -2273,7 +1991,6 @@ version = "1.8.9"
 description = "Format click help output nicely with rich"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "rich_click-1.8.9-py3-none-any.whl", hash = "sha256:c3fa81ed8a671a10de65a9e20abf642cfdac6fdb882db1ef465ee33919fbcfe2"},
     {file = "rich_click-1.8.9.tar.gz", hash = "sha256:fd98c0ab9ddc1cf9c0b7463f68daf28b4d0033a74214ceb02f761b3ff2af3136"},
@@ -2294,7 +2011,6 @@ version = "0.27.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "rpds_py-0.27.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:68afeec26d42ab3b47e541b272166a0b4400313946871cba3ed3a4fc0cab1cef"},
     {file = "rpds_py-0.27.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74e5b2f7bb6fa38b1b10546d27acbacf2a022a8b5543efb06cfebc72a59c85be"},
@@ -2459,7 +2175,6 @@ version = "4.9.1"
 description = "Pure-Python RSA implementation"
 optional = false
 python-versions = "<4,>=3.6"
-groups = ["main"]
 files = [
     {file = "rsa-4.9.1-py3-none-any.whl", hash = "sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762"},
     {file = "rsa-4.9.1.tar.gz", hash = "sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75"},
@@ -2474,7 +2189,6 @@ version = "1.13.0"
 description = ""
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "serpyco_rs-1.13.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:e722b3053e627d8a304e462bce20cae1670a2c4b0ef875b84d0de0081bec4029"},
     {file = "serpyco_rs-1.13.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7f10e89c752ff78d720a42e026b0a9ada70717ad6306a9356f794280167d62bf"},
@@ -2529,20 +2243,19 @@ version = "80.9.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
     {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
 ]
 
 [package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\"", "ruff (>=0.8.0) ; sys_platform != \"cygwin\""]
-core = ["importlib_metadata (>=6) ; python_version < \"3.10\"", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1) ; python_version < \"3.11\"", "wheel (>=0.43.0)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21) ; python_version >= \"3.9\" and sys_platform != \"cygwin\"", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf ; sys_platform != \"cygwin\"", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib_metadata (>=7.0.2) ; python_version < \"3.10\"", "jaraco.develop (>=7.21) ; sys_platform != \"cygwin\"", "mypy (==1.14.*)", "pytest-mypy"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -2550,48 +2263,17 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
-groups = ["main"]
 files = [
     {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
-[[package]]
-name = "sniffio"
-version = "1.3.1"
-description = "Sniff out which async library your code is running under"
-optional = false
-python-versions = ">=3.7"
-groups = ["main"]
-files = [
-    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
-    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
-]
-
-[[package]]
-name = "tenacity"
-version = "8.5.0"
-description = "Retry code until it succeeds"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"},
-    {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"},
-]
-
-[package.extras]
-doc = ["reno", "sphinx"]
-test = ["pytest", "tornado (>=4.5)", "typeguard"]
-
 [[package]]
 name = "tomli"
 version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version == \"3.10\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -2633,7 +2315,6 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -2655,7 +2336,6 @@ version = "4.13.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "typing_extensions-4.13.2-py3-none-any.whl", hash = "sha256:a439e7c04b49fec3e5d3e2beaa21755cadbbdc391694e28ccdd36ca4a1408f8c"},
     {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
@@ -2667,7 +2347,6 @@ version = "0.4.1"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
     {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
@@ -2682,7 +2361,6 @@ version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
-groups = ["main"]
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -2694,7 +2372,6 @@ version = "5.3.1"
 description = "tzinfo object for the local timezone"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "tzlocal-5.3.1-py3-none-any.whl", hash = "sha256:eb1a66c3ef5847adf7a834f1be0800581b683b5608e74f86ecbcef8ab91bb85d"},
     {file = "tzlocal-5.3.1.tar.gz", hash = "sha256:cceffc7edecefea1f595541dbd6e990cb1ea3d19bf01b2809f362a03dd7921fd"},
@@ -2712,7 +2389,6 @@ version = "1.4.0"
 description = "ASCII transliterations of Unicode text"
 optional = false
 python-versions = ">=3.7"
-groups = ["main"]
 files = [
     {file = "Unidecode-1.4.0-py3-none-any.whl", hash = "sha256:c3c7606c27503ad8d501270406e345ddb480a7b5f38827eafe4fa82a137f0021"},
     {file = "Unidecode-1.4.0.tar.gz", hash = "sha256:ce35985008338b676573023acc382d62c264f307c8f7963733405add37ea2b23"},
@@ -2724,7 +2400,6 @@ version = "2.2.1"
 description = "URL normalization for Python"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "url_normalize-2.2.1-py3-none-any.whl", hash = "sha256:3deb687587dc91f7b25c9ae5162ffc0f057ae85d22b1e15cf5698311247f567b"},
     {file = "url_normalize-2.2.1.tar.gz", hash = "sha256:74a540a3b6eba1d95bdc610c24f2c0141639f3ba903501e61a52a8730247ff37"},
@@ -2742,14 +2417,13 @@ version = "2.4.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
     {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\""]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
 h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
@@ -2760,7 +2434,6 @@ version = "10.0"
 description = "Wildcard/glob file name matcher."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
 files = [
     {file = "wcmatch-10.0-py3-none-any.whl", hash = "sha256:0dd927072d03c0a6527a20d2e6ad5ba8d0380e60870c383bc533b71744df7b7a"},
     {file = "wcmatch-10.0.tar.gz", hash = "sha256:e72f0de09bba6a04e0de70937b0cf06e55f36f37b3deb422dfaf854b867b840a"},
@@ -2775,7 +2448,6 @@ version = "0.8.10"
 description = "Modern datetime library for Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
 files = [
     {file = "whenever-0.8.10-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:d9ecb6b649cb7e5c85742f626ddd56d5cf5d276c632a47ec5d72714350300564"},
     {file = "whenever-0.8.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:0698cbd2209413f7a0cb84507405587e7b3995ce22504e50477a1a65ec3b65b9"},
@@ -2874,13 +2546,12 @@ version = "0.14.2"
 description = "Makes working with XML feel like you are working with JSON"
 optional = false
 python-versions = ">=3.6"
-groups = ["main"]
 files = [
     {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
     {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
 ]
 
 [metadata]
-lock-version = "2.1"
+lock-version = "2.0"
 python-versions = "^3.10,<3.13"
 content-hash = "cbe90dc44c1d21e787b49e0c4f731c0dec26432421d7fd19219d2a9b202be971"
diff --git a/airbyte-integrations/connectors/source-hubspot/unit_tests/test_components.py b/airbyte-integrations/connectors/source-hubspot/unit_tests/test_components.py
index dd20f044ea6f..15136ea2d358 100644
--- a/airbyte-integrations/connectors/source-hubspot/unit_tests/test_components.py
+++ b/airbyte-integrations/connectors/source-hubspot/unit_tests/test_components.py
@@ -8,8 +8,13 @@
 import requests
 from requests import Response
 
+from airbyte_cdk.models import FailureType
 from airbyte_cdk.sources.declarative.decoders import JsonDecoder
+from airbyte_cdk.sources.declarative.interpolation import InterpolatedString
+from airbyte_cdk.sources.declarative.requesters.error_handlers.http_response_filter import HttpResponseFilter
 from airbyte_cdk.sources.declarative.retrievers import SimpleRetriever
+from airbyte_cdk.sources.streams.http.error_handlers.response_models import ResponseAction
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 
 
 @pytest.mark.parametrize(
@@ -457,7 +462,8 @@ def test_associations_extractor(config, components_module):
         assert records[1]["contacts"] == expected_records[1]["contacts"]
 
 
-def test_associations_extractor_with_permissions_error(requests_mock, config, components_module):
+def test_associations_extractor_with_permissions_error(requests_mock, oauth_config, components_module):
+    """With OAuth credentials, a 401 on associations should be retried and succeed on the second attempt."""
     response = requests.Response()
     response._content = (
         b'{"results": [{"id": "123", "updatedAt": "2022-02-25T16:43:11Z"}, {"id": "456", "updatedAt": "2022-02-25T16:43:11Z"}]}'
@@ -485,6 +491,12 @@ def test_associations_extractor_with_permissions_error(requests_mock, config, co
 
     contacts_associations_responses = [{"json": {"results": []}, "status_code": 200}]
 
+    # Mock the OAuth token refresh endpoint so REFRESH_TOKEN_THEN_RETRY can refresh the token
+    requests_mock.register_uri(
+        "POST",
+        "https://api.hubapi.com/oauth/v1/token",
+        [{"json": {"access_token": "refreshed_token", "expires_in": 3600}, "status_code": 200}],
+    )
     requests_mock.register_uri(
         "POST", "https://api.hubapi.com/crm/v4/associations/deals/companies/batch/read", companies_associations_responses
     )
@@ -497,7 +509,7 @@ def test_associations_extractor_with_permissions_error(requests_mock, config, co
         entity="deals",
         associations_list=["companies", "contacts"],
         decoder=JsonDecoder(parameters={}),
-        config=config,
+        config=oauth_config,
         parameters={},
     )
 
@@ -510,6 +522,38 @@ def test_associations_extractor_with_permissions_error(requests_mock, config, co
     assert records[1]["companies"] == ["888"]
 
 
+def test_associations_extractor_with_permissions_error_pat(requests_mock, config, components_module):
+    """With PAT credentials, a 401 on associations should fail immediately (no retry)."""
+    response = requests.Response()
+    response._content = (
+        b'{"results": [{"id": "123", "updatedAt": "2022-02-25T16:43:11Z"}, {"id": "456", "updatedAt": "2022-02-25T16:43:11Z"}]}'
+    )
+    response.status_code = 200
+
+    companies_associations_responses = [
+        {"json": {"error": "The OAuth token used to make this call expired 0 second(s) ago."}, "status_code": 401},
+    ]
+
+    requests_mock.register_uri(
+        "POST", "https://api.hubapi.com/crm/v4/associations/deals/companies/batch/read", companies_associations_responses
+    )
+    requests_mock.register_uri(
+        "POST", "https://api.hubapi.com/crm/v4/associations/deals/contacts/batch/read", [{"json": {"results": []}, "status_code": 200}]
+    )
+
+    extractor = components_module.HubspotAssociationsExtractor(
+        field_path=["results"],
+        entity="deals",
+        associations_list=["companies", "contacts"],
+        decoder=JsonDecoder(parameters={}),
+        config=config,
+        parameters={},
+    )
+
+    with pytest.raises(AirbyteTracedException, match="Please, update you Private App access token"):
+        list(extractor.extract_records(response=response))
+
+
 def test_extractor_supports_entity_interpolation(config, components_module):
     parameters = {"entity": "engagements_emails"}
 
@@ -650,3 +694,118 @@ def test_crm_search_pagination_strategy(
     )
 
     assert actual_next_page_token == expected_next_page_token
+
+
+def test_build_associations_retriever_uses_rate_limited_for_429():
+    """Verify that the associations retriever maps HTTP 429 to RATE_LIMITED, not RETRY."""
+    components_module = __import__("components")
+
+    config = {
+        "start_date": "2021-01-10T00:00:00Z",
+        "credentials": {"credentials_title": "Private App Credentials", "access_token": "test_access_token"},
+    }
+
+    parent_entity = InterpolatedString.create("deals", parameters={})
+
+    retriever = components_module.build_associations_retriever(
+        associations_list=["companies", "contacts"],
+        parent_entity=parent_entity,
+        config=config,
+    )
+
+    error_handler = retriever.requester.error_handler
+    # Find the response filter for 429 and verify it uses RATE_LIMITED
+    found_429_filter = False
+    for response_filter in error_handler.response_filters:
+        if 429 in response_filter.http_codes:
+            found_429_filter = True
+            assert (
+                response_filter.action == ResponseAction.RATE_LIMITED
+            ), f"Expected RATE_LIMITED for HTTP 429 in associations retriever, got {response_filter.action}"
+    assert found_429_filter, "No response filter found for HTTP 429 in associations retriever"
+
+
+@pytest.mark.parametrize(
+    "credentials_title, status_code, expected_action, expected_failure_type, expected_error_message",
+    [
+        pytest.param(
+            "Private App Credentials",
+            401,
+            ResponseAction.FAIL,
+            FailureType.config_error,
+            "Please, update you Private App access token. Current token is invalid or expired.",
+            id="pat_401_fails_immediately",
+        ),
+        pytest.param(
+            "OAuth Credentials",
+            401,
+            ResponseAction.REFRESH_TOKEN_THEN_RETRY,
+            None,
+            None,
+            id="oauth_401_refreshes_token_then_retries",
+        ),
+        pytest.param(
+            "Private App Credentials",
+            429,
+            ResponseAction.RATE_LIMITED,
+            None,
+            None,
+            id="pat_429_rate_limited",
+        ),
+        pytest.param(
+            "Private App Credentials",
+            200,
+            ResponseAction.SUCCESS,
+            None,
+            None,
+            id="pat_200_succeeds",
+        ),
+    ],
+)
+def test_hubspot_error_handler_401_by_auth_type(
+    credentials_title, status_code, expected_action, expected_failure_type, expected_error_message
+):
+    """Verify that 401 with PAT credentials fails immediately while 401 with OAuth retries."""
+    components_module = __import__("components")
+
+    config = {
+        "start_date": "2021-01-10T00:00:00Z",
+        "credentials": {"credentials_title": credentials_title, "access_token": "test_access_token"},
+    }
+    parameters = {}
+
+    error_handler = components_module.HubspotErrorHandler(
+        backoff_strategies=[],
+        response_filters=[
+            HttpResponseFilter(
+                action="RATE_LIMITED",
+                http_codes={429},
+                error_message="Rate limited.",
+                config=config,
+                parameters=parameters,
+            ),
+            HttpResponseFilter(
+                action="REFRESH_TOKEN_THEN_RETRY",
+                http_codes={401},
+                error_message="Authentication to HubSpot has expired.",
+                config=config,
+                parameters=parameters,
+            ),
+        ],
+        config=config,
+        parameters=parameters,
+    )
+
+    response = Mock(spec=requests.Response)
+    response.status_code = status_code
+    response.ok = status_code == 200
+    response.headers = {}
+    response.json.return_value = {}
+
+    resolution = error_handler.interpret_response(response)
+
+    assert resolution.response_action == expected_action
+    if expected_failure_type is not None:
+        assert resolution.failure_type == expected_failure_type
+    if expected_error_message is not None:
+        assert resolution.error_message == expected_error_message
diff --git a/airbyte-integrations/connectors/source-hubspot/unit_tests/test_handle_retry_token_expired.py b/airbyte-integrations/connectors/source-hubspot/unit_tests/test_handle_retry_token_expired.py
index 8a2135c6f7d4..3dd43a6bd153 100644
--- a/airbyte-integrations/connectors/source-hubspot/unit_tests/test_handle_retry_token_expired.py
+++ b/airbyte-integrations/connectors/source-hubspot/unit_tests/test_handle_retry_token_expired.py
@@ -4,7 +4,7 @@
 
 import pytest
 
-from airbyte_cdk.sources.streams.http.http_client import MessageRepresentationAirbyteTracedErrors
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 
 from .conftest import find_stream
 
@@ -42,7 +42,7 @@ def test_handle_request_with_retry_token_expired(config, requests_mock):
     partitions = list(stream_instance._stream_partition_generator.generate())
 
     assert len(partitions) == 1
-    with pytest.raises(MessageRepresentationAirbyteTracedErrors):
+    with pytest.raises(AirbyteTracedException):
         list(partitions[0].read())
     #  5 default retries + first call
     assert rate_limited_mock.call_count == 6
diff --git a/airbyte-integrations/connectors/source-hubspot/unit_tests/test_streams.py b/airbyte-integrations/connectors/source-hubspot/unit_tests/test_streams.py
index c75832d6d54e..a1e5aff537bd 100644
--- a/airbyte-integrations/connectors/source-hubspot/unit_tests/test_streams.py
+++ b/airbyte-integrations/connectors/source-hubspot/unit_tests/test_streams.py
@@ -434,7 +434,6 @@ def match_request_body(request):
 @pytest.mark.parametrize(
     "error_response",
     [
-        {"json": {}, "status_code": 401},
         {"json": {}, "status_code": 429},
         {"json": {}, "status_code": 502},
         {"json": {}, "status_code": 504},
diff --git a/airbyte-integrations/connectors/source-hugging-face-datasets/metadata.yaml b/airbyte-integrations/connectors/source-hugging-face-datasets/metadata.yaml
index 5ae8eb2c3793..4e2299b46de2 100644
--- a/airbyte-integrations/connectors/source-hugging-face-datasets/metadata.yaml
+++ b/airbyte-integrations/connectors/source-hugging-face-datasets/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-hugging-face-datasets
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 38438040-03d9-406d-b10b-af83beadd3ef
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-hugging-face-datasets
   githubIssueLabel: source-hugging-face-datasets
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-humanitix/metadata.yaml b/airbyte-integrations/connectors/source-humanitix/metadata.yaml
index 7fff95656b2c..2538fa1ebf16 100644
--- a/airbyte-integrations/connectors/source-humanitix/metadata.yaml
+++ b/airbyte-integrations/connectors/source-humanitix/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-humanitix
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 89f37cda-8b7d-4179-ad8a-91cf5045b5fd
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-humanitix
   githubIssueLabel: source-humanitix
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-illumina-basespace/metadata.yaml b/airbyte-integrations/connectors/source-illumina-basespace/metadata.yaml
index 7ae626eed1e7..a68fcf104241 100644
--- a/airbyte-integrations/connectors/source-illumina-basespace/metadata.yaml
+++ b/airbyte-integrations/connectors/source-illumina-basespace/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-illumina-basespace
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 62e9c4f2-a768-48f7-a8bf-d54bf1d96425
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-illumina-basespace
   githubIssueLabel: source-illumina-basespace
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-imagga/metadata.yaml b/airbyte-integrations/connectors/source-imagga/metadata.yaml
index c1fa45f83ca0..c898a3b93abb 100644
--- a/airbyte-integrations/connectors/source-imagga/metadata.yaml
+++ b/airbyte-integrations/connectors/source-imagga/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-imagga
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3d4a824d-13a1-441a-ae9d-610b10013b49
-  dockerImageTag: 0.0.31
+  dockerImageTag: 0.0.32
   dockerRepository: airbyte/source-imagga
   githubIssueLabel: source-imagga
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-insightful/metadata.yaml b/airbyte-integrations/connectors/source-insightful/metadata.yaml
index f760cf43d791..bc8af2dd25f7 100644
--- a/airbyte-integrations/connectors/source-insightful/metadata.yaml
+++ b/airbyte-integrations/connectors/source-insightful/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-insightful
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: befe5bfb-617c-4250-9f7d-c9ad32277817
-  dockerImageTag: 0.0.33
+  dockerImageTag: 0.0.34
   dockerRepository: airbyte/source-insightful
   githubIssueLabel: source-insightful
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-instagram/CLAUDE.md b/airbyte-integrations/connectors/source-instagram/CLAUDE.md
deleted file mode 100644
index 8f122dbb0ed1..000000000000
--- a/airbyte-integrations/connectors/source-instagram/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-instagram
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Hidden per-record API calls for carousel media children during transformation
-  2. Access token generation for CAT tests (OAuth flow via Airbyte Cloud + DevTools)
diff --git a/airbyte-integrations/connectors/source-instagram/BEHAVIOR.md b/airbyte-integrations/connectors/source-instagram/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-instagram/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-instagram/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-instagram/components.py b/airbyte-integrations/connectors/source-instagram/components.py
index b5140d5e2ce4..5cb1ca880c9a 100644
--- a/airbyte-integrations/connectors/source-instagram/components.py
+++ b/airbyte-integrations/connectors/source-instagram/components.py
@@ -17,52 +17,73 @@
     ExponentialBackoffStrategy,
 )
 from airbyte_cdk.sources.declarative.requesters.error_handlers.default_error_handler import DefaultErrorHandler
+from airbyte_cdk.sources.declarative.requesters.error_handlers.http_response_filter import HttpResponseFilter
 from airbyte_cdk.sources.declarative.requesters.http_requester import HttpClient, HttpMethod
 from airbyte_cdk.sources.declarative.transformations import RecordTransformation
 from airbyte_cdk.sources.declarative.types import Config
+from airbyte_cdk.sources.streams.http.error_handlers.response_models import ResponseAction
+from airbyte_cdk.sources.streams.http.exceptions import BaseBackoffException
 from airbyte_cdk.sources.types import StreamSlice
 from airbyte_cdk.sources.utils.transform import TransformConfig, TypeTransformer
 from airbyte_cdk.utils.datetime_helpers import ab_datetime_format, ab_datetime_parse
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 
 
 GRAPH_URL = "https://graph.facebook.com/v23.0"
+logger = logging.getLogger("airbyte.HttpClient.MediaInsights")
 
 
 def get_http_response(name: str, path: str, request_params: Dict, config: Config) -> Optional[MutableMapping[str, Any]]:
     http_logger = logging.getLogger(f"airbyte.HttpClient.{name}")
-    try:
-        url = f"{GRAPH_URL}/{path}"
-        token = config["access_token"]
-        headers = {"Authorization": f"Bearer {token}", "Content-Type": "application/json"}
-        params = {
-            **request_params,
-        }
-        factor = 5
-        backoff_parameters = backoff_config = {"backoff": factor}
-        backoff_strategy = ExponentialBackoffStrategy(factor=factor, parameters=backoff_parameters, config=backoff_config)
-        error_handler = DefaultErrorHandler(config={}, parameters={}, backoff_strategies=[backoff_strategy])
-        http_client = HttpClient(
-            name=name,
-            logger=http_logger,
-            use_cache=False,
-            error_handler=error_handler,
-        )
-        _, response = http_client.send_request(
-            http_method=HttpMethod.GET.name,
-            url=url,
-            request_kwargs={},
-            headers=headers,
-            params=params,
-        )
-        response.raise_for_status()
-    except requests.HTTPError as http_err:
-        error = f"HTTP error occurred: {http_err.response.status_code} - {http_err.response.text}"
-        http_logger.error(f"Error getting children data: {error}")
-        raise Exception(error)
-    except Exception as err:
-        error = f"An error occurred: {err}"
-        http_logger.error(f"Error getting children data: {error}")
-        raise Exception(error)
+    url = f"{GRAPH_URL}/{path}"
+    token = config["access_token"]
+    headers = {"Authorization": f"Bearer {token}", "Content-Type": "application/json"}
+    params = {
+        **request_params,
+    }
+    factor = 5
+    backoff_parameters = backoff_config = {"backoff": factor}
+    backoff_strategy = ExponentialBackoffStrategy(factor=factor, parameters=backoff_parameters, config=backoff_config)
+    rate_limit_filter = HttpResponseFilter(
+        config={},
+        parameters={},
+        action=ResponseAction.RATE_LIMITED,
+        predicate="{{ 'error' in response and response.get('error', {}).get('code') == 4 }}",
+        error_message="Rate limit exceeded for Instagram Graph API.",
+    )
+    instagram_rate_limit_filter = HttpResponseFilter(
+        config={},
+        parameters={},
+        action=ResponseAction.RATE_LIMITED,
+        predicate="{{ 'error' in response and response.get('error', {}).get('code') == 80002 }}",
+        error_message="Rate limit exceeded for Instagram Graph API.",
+    )
+    too_many_calls_filter = HttpResponseFilter(
+        config={},
+        parameters={},
+        action=ResponseAction.RATE_LIMITED,
+        error_message_contains="too many calls",
+        error_message="Rate limit exceeded for Instagram Graph API.",
+    )
+    error_handler = DefaultErrorHandler(
+        config={},
+        parameters={},
+        response_filters=[rate_limit_filter, instagram_rate_limit_filter, too_many_calls_filter],
+        backoff_strategies=[backoff_strategy],
+    )
+    http_client = HttpClient(
+        name=name,
+        logger=http_logger,
+        use_cache=False,
+        error_handler=error_handler,
+    )
+    _, response = http_client.send_request(
+        http_method=HttpMethod.GET.name,
+        url=url,
+        request_kwargs={},
+        headers=headers,
+        params=params,
+    )
     return response.json()
 
 
@@ -142,7 +163,11 @@ def transform(self, record: MutableMapping[str, Any], config: Optional[Config] =
         if children:
             children_ids = [child.get("id") for child in children.get("data")]
             for children_id in children_ids:
-                media_data = get_http_response(f"MediaInsights.{children_id}", children_id, {"fields": fields}, config=config)
+                try:
+                    media_data = get_http_response(f"MediaInsights.{children_id}", children_id, {"fields": fields}, config=config)
+                except (AirbyteTracedException, BaseBackoffException) as e:  # CDK exceptions from HttpClient after retries exhausted
+                    logger.warning(f"Skipping carousel child media {children_id} for parent media {record.get('id', 'unknown')}: {e}")
+                    continue
                 media_data = InstagramClearUrlTransformation().transform(media_data)
                 if media_data.get("timestamp"):
                     dt = datetime.strptime(media_data["timestamp"], "%Y-%m-%dT%H:%M:%S%z")
diff --git a/airbyte-integrations/connectors/source-instagram/metadata.yaml b/airbyte-integrations/connectors/source-instagram/metadata.yaml
index ab9b641fb8be..a9a4e9564ce7 100644
--- a/airbyte-integrations/connectors/source-instagram/metadata.yaml
+++ b/airbyte-integrations/connectors/source-instagram/metadata.yaml
@@ -7,7 +7,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 6acf6b55-4f1e-4fca-944e-1a3caef8aba8
-  dockerImageTag: 4.2.23
+  dockerImageTag: 4.2.25
   dockerRepository: airbyte/source-instagram
   githubIssueLabel: source-instagram
   icon: instagram.svg
diff --git a/airbyte-integrations/connectors/source-instagram/unit_tests/test_components.py b/airbyte-integrations/connectors/source-instagram/unit_tests/test_components.py
index 125cea225e08..c1138eb43d87 100644
--- a/airbyte-integrations/connectors/source-instagram/unit_tests/test_components.py
+++ b/airbyte-integrations/connectors/source-instagram/unit_tests/test_components.py
@@ -1,7 +1,14 @@
 # Copyright (c) 2024 Airbyte, Inc., all rights reserved.
 
+import copy
+import logging
 from typing import Dict
 
+import pytest
+
+from airbyte_cdk.sources.streams.http.exceptions import BaseBackoffException
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
+
 from .records import (
     breakdowns_record,
     children_record,
@@ -51,3 +58,171 @@ def test_break_down_results_transformation(components_module):
 def test_instagram_insights_transformation(components_module, config):
     record_transformation = components_module.InstagramInsightsTransformation().transform(insights_record)
     assert record_transformation == insights_record_transformed
+
+
+def test_instagram_media_children_transformation_skips_failed_child(components_module, config, mocker):
+    """When one carousel child returns an HTTP error, the transform should skip it and return the rest."""
+    # Use fresh data since the module-level children_record is mutated in-place by the earlier happy-path test
+    original_children_data = [{"id": "7608776690540"}, {"id": "2896800415362"}, {"id": "9559889460059"}, {"id": "7359925580923"}]
+    expected_children_transformed_data = expected_children_transformed["children"]
+    failing_index = 1  # second child will fail
+
+    def mock_get_http_response(name, path, request_params, config):
+        for index, child in enumerate(original_children_data):
+            if child["id"] == path:
+                if index == failing_index:
+                    raise AirbyteTracedException(message="HTTP error occurred: 400 - Bad request")
+                return copy.deepcopy(expected_children_transformed_data[index])
+        raise AirbyteTracedException(message=f"Unexpected child ID: {path}")
+
+    mocker.patch.object(components_module, "get_http_response", side_effect=mock_get_http_response)
+
+    record_transformation = components_module.InstagramMediaChildrenTransformation()
+    input_record = {"id": "parent_media_123", "children": {"data": copy.deepcopy(original_children_data)}}
+    result = record_transformation.transform(input_record, config)
+
+    # The failed child should be skipped; 3 children should remain
+    assert len(result["children"]) == 3
+    result_ids = [c["id"] for c in result["children"]]
+    assert original_children_data[failing_index]["id"] not in result_ids
+
+
+def test_instagram_media_children_transformation_all_children_fail(components_module, config, mocker):
+    """When all carousel children fail, the transform should return an empty children array."""
+    # Use fresh data since the module-level children_record is mutated in-place by the earlier happy-path test
+    fresh_record = {
+        "children": {"data": [{"id": "7608776690540"}, {"id": "2896800415362"}, {"id": "9559889460059"}, {"id": "7359925580923"}]}
+    }
+    mocker.patch.object(
+        components_module,
+        "get_http_response",
+        side_effect=AirbyteTracedException(message="HTTP error occurred: 500 - Internal server error"),
+    )
+
+    record_transformation = components_module.InstagramMediaChildrenTransformation()
+    result = record_transformation.transform(fresh_record, config)
+
+    assert result["children"] == []
+
+
+def test_instagram_media_children_transformation_logs_warning_on_failure(components_module, config, mocker, caplog):
+    """When a child fetch fails, a warning should be logged identifying the child and parent IDs."""
+    failing_child_id = "7608776690540"
+    parent_record = {"id": "parent_media_456", "children": {"data": [{"id": failing_child_id}]}}
+
+    mocker.patch.object(
+        components_module, "get_http_response", side_effect=AirbyteTracedException(message="HTTP error occurred: 403 - Permission denied")
+    )
+
+    record_transformation = components_module.InstagramMediaChildrenTransformation()
+    with caplog.at_level(logging.WARNING):
+        result = record_transformation.transform(copy.deepcopy(parent_record), config)
+
+    assert result["children"] == []
+    assert any(failing_child_id in msg and "parent_media_456" in msg for msg in caplog.messages)
+
+
+@pytest.mark.parametrize(
+    "error_response",
+    [
+        pytest.param(
+            {
+                "error": {
+                    "message": "(#80002) There have been too many calls to this Instagram account.",
+                    "type": "OAuthException",
+                    "code": 80002,
+                    "fbtrace_id": "abc123",
+                }
+            },
+            id="instagram_rate_limit_error_code_80002",
+        ),
+        pytest.param(
+            {
+                "error": {
+                    "message": "Application request limit reached.",
+                    "type": "OAuthException",
+                    "code": 4,
+                    "fbtrace_id": "xyz789",
+                }
+            },
+            id="application_rate_limit_error_code_4",
+        ),
+        pytest.param(
+            {
+                "error": {
+                    "message": "too many calls to this account.",
+                    "type": "OAuthException",
+                    "code": 32,
+                    "fbtrace_id": "def456",
+                }
+            },
+            id="too_many_calls_error_message",
+        ),
+    ],
+)
+def test_get_http_response_raises_on_rate_limit(components_module, requests_mock, config, error_response):
+    """Rate limit responses (HTTP 400 with known rate limit indicators) should
+    retry and then raise with a descriptive error message preserving rate limit context."""
+    graph_url = components_module.GRAPH_URL
+    requests_mock.register_uri(
+        "GET",
+        f"{graph_url}/test_media_id?fields=id",
+        status_code=400,
+        json=error_response,
+    )
+
+    with pytest.raises((AirbyteTracedException, BaseBackoffException)) as exc_info:
+        components_module.get_http_response("test_stream", "test_media_id", {"fields": "id"}, config=config)
+
+    assert "Rate limit exceeded for Instagram Graph API." in str(exc_info.value)
+
+
+def test_get_http_response_non_rate_limit_400_fails_immediately(components_module, requests_mock, config):
+    """Non-rate-limit HTTP 400 errors should fail immediately without retrying."""
+    graph_url = components_module.GRAPH_URL
+    requests_mock.register_uri(
+        "GET",
+        f"{graph_url}/test_media_id?fields=id",
+        status_code=400,
+        json={
+            "error": {
+                "message": "Invalid parameter",
+                "type": "OAuthException",
+                "code": 100,
+                "fbtrace_id": "test123",
+            }
+        },
+    )
+
+    with pytest.raises(AirbyteTracedException):
+        components_module.get_http_response("test_stream", "test_media_id", {"fields": "id"}, config=config)
+
+
+def test_get_http_response_success(components_module, requests_mock, config):
+    """Successful responses should return the JSON body without raising."""
+    graph_url = components_module.GRAPH_URL
+    expected_data = {"id": "12345", "media_type": "IMAGE"}
+    requests_mock.register_uri(
+        "GET",
+        f"{graph_url}/test_media_id?fields=id",
+        status_code=200,
+        json=expected_data,
+    )
+
+    result = components_module.get_http_response("test_stream", "test_media_id", {"fields": "id"}, config=config)
+    assert result == expected_data
+
+
+def test_get_http_response_raises_specific_exception_on_server_error(components_module, requests_mock, config):
+    """Server errors should propagate as typed exceptions (not generic `Exception`),
+    preserving the original error context for proper Airbyte error classification."""
+    graph_url = components_module.GRAPH_URL
+    requests_mock.register_uri(
+        "GET",
+        f"{graph_url}/test_media_id?fields=id",
+        status_code=500,
+        json={"error": {"message": "Internal server error"}},
+    )
+
+    with pytest.raises((AirbyteTracedException, BaseBackoffException)):
+        components_module.get_http_response("test_stream", "test_media_id", {"fields": "id"}, config=config)
diff --git a/airbyte-integrations/connectors/source-intercom/CLAUDE.md b/airbyte-integrations/connectors/source-intercom/CLAUDE.md
deleted file mode 100644
index 00627ccf5d2d..000000000000
--- a/airbyte-integrations/connectors/source-intercom/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-intercom
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Proactive rate limiting that throttles every request based on remaining capacity headers
-  2. Companies Scroll API single active scroll constraint (blocks parallel syncs and substreams)
diff --git a/airbyte-integrations/connectors/source-intercom/BEHAVIOR.md b/airbyte-integrations/connectors/source-intercom/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-intercom/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-intercom/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-intercom/manifest.yaml b/airbyte-integrations/connectors/source-intercom/manifest.yaml
index 99f51bdac2ee..f616720a0f2c 100644
--- a/airbyte-integrations/connectors/source-intercom/manifest.yaml
+++ b/airbyte-integrations/connectors/source-intercom/manifest.yaml
@@ -879,17 +879,17 @@ spec:
   advanced_auth:
       auth_flow_type: "oauth2.0"
       oauth_config_specification:
-        oauth_authorization_url: "https://app.intercom.com/oauth"
-        oauth_token_url: "https://api.intercom.io/auth/eagle/token"
-        oauth_user_input_from_connector_config_specification:
-          type: object
-          properties:
-            client_id:
-              type: string
-              path_in_connector_config: ["client_id"]
-            client_secret:
-              type: string
-              path_in_connector_config: ["client_secret"]
+        oauth_connector_input_specification:
+          consent_url: "https://app.intercom.com/a/oauth/connect?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{state_param}}"
+          access_token_url: "https://api.intercom.io/auth/eagle/token"
+          access_token_headers:
+            Content-Type: "application/x-www-form-urlencoded"
+          access_token_params:
+            code: "{{ auth_code_value }}"
+            client_id: "{{ client_id_value }}"
+            client_secret: "{{ client_secret_value }}"
+          extract_output:
+            - access_token
         complete_oauth_output_specification:
           type: object
           properties:
diff --git a/airbyte-integrations/connectors/source-intercom/metadata.yaml b/airbyte-integrations/connectors/source-intercom/metadata.yaml
index dad3ef27c79f..be95e1bf702b 100644
--- a/airbyte-integrations/connectors/source-intercom/metadata.yaml
+++ b/airbyte-integrations/connectors/source-intercom/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: d8313939-3782-41b0-be29-b3ca20d8dd3a
-  dockerImageTag: 0.13.16
+  dockerImageTag: 0.13.17
   dockerRepository: airbyte/source-intercom
   documentationUrl: https://docs.airbyte.com/integrations/sources/intercom
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-invoiced/metadata.yaml b/airbyte-integrations/connectors/source-invoiced/metadata.yaml
index fcfeb450bd72..cb2cd429b128 100644
--- a/airbyte-integrations/connectors/source-invoiced/metadata.yaml
+++ b/airbyte-integrations/connectors/source-invoiced/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-invoiced
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 5f43588b-998b-4398-bb15-fb6eb4fc015e
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-invoiced
   githubIssueLabel: source-invoiced
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-ip2whois/metadata.yaml b/airbyte-integrations/connectors/source-ip2whois/metadata.yaml
index 1eac90cee8ba..68c53c9417aa 100644
--- a/airbyte-integrations/connectors/source-ip2whois/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ip2whois/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 100
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f23b7b7c-d705-49a3-9042-09add3b104a5
-  dockerImageTag: 0.2.49
+  dockerImageTag: 0.2.50
   dockerRepository: airbyte/source-ip2whois
   documentationUrl: https://docs.airbyte.com/integrations/sources/ip2whois
   githubIssueLabel: source-ip2whois
diff --git a/airbyte-integrations/connectors/source-jamf-pro/metadata.yaml b/airbyte-integrations/connectors/source-jamf-pro/metadata.yaml
index 621db3ec7dcc..ee18882a6425 100644
--- a/airbyte-integrations/connectors/source-jamf-pro/metadata.yaml
+++ b/airbyte-integrations/connectors/source-jamf-pro/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-jamf-pro
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b3342a5d-2c62-4ac7-8145-d0403dd3b7ec
-  dockerImageTag: 0.0.31
+  dockerImageTag: 0.0.32
   dockerRepository: airbyte/source-jamf-pro
   githubIssueLabel: source-jamf-pro
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-jira/CLAUDE.md b/airbyte-integrations/connectors/source-jira/CLAUDE.md
deleted file mode 100644
index cb7a37302cec..000000000000
--- a/airbyte-integrations/connectors/source-jira/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-jira
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Global silent 400 error ignoring across all streams
diff --git a/airbyte-integrations/connectors/source-jira/BEHAVIOR.md b/airbyte-integrations/connectors/source-jira/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-jira/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-jira/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-jobnimbus/metadata.yaml b/airbyte-integrations/connectors/source-jobnimbus/metadata.yaml
index 00ebfe885d0a..ce748bd585b6 100644
--- a/airbyte-integrations/connectors/source-jobnimbus/metadata.yaml
+++ b/airbyte-integrations/connectors/source-jobnimbus/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-jobnimbus
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 0b98589b-ccee-40fd-9e9d-28d94087b4e1
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-jobnimbus
   githubIssueLabel: source-jobnimbus
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-jotform/metadata.yaml b/airbyte-integrations/connectors/source-jotform/metadata.yaml
index 1eb80013d813..ef3b4569cddf 100644
--- a/airbyte-integrations/connectors/source-jotform/metadata.yaml
+++ b/airbyte-integrations/connectors/source-jotform/metadata.yaml
@@ -16,11 +16,11 @@ data:
       enabled: false
       packageName: airbyte-source-jotform
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3456679e-2ff2-4ef7-aa9f-da6c0cc13894
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-jotform
   githubIssueLabel: source-jotform
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-judge-me-reviews/metadata.yaml b/airbyte-integrations/connectors/source-judge-me-reviews/metadata.yaml
index bd03cb6969a3..ed2329c7b166 100644
--- a/airbyte-integrations/connectors/source-judge-me-reviews/metadata.yaml
+++ b/airbyte-integrations/connectors/source-judge-me-reviews/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-judge-me-reviews
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: a9184721-17d5-40c0-894d-f49b86749465
-  dockerImageTag: 0.0.23
+  dockerImageTag: 0.0.24
   dockerRepository: airbyte/source-judge-me-reviews
   githubIssueLabel: source-judge-me-reviews
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-justcall/metadata.yaml b/airbyte-integrations/connectors/source-justcall/metadata.yaml
index 889ccef65cc4..93ea9514a09c 100644
--- a/airbyte-integrations/connectors/source-justcall/metadata.yaml
+++ b/airbyte-integrations/connectors/source-justcall/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-justcall
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 488cdc64-36cd-451d-bcfa-c6478b461e94
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-justcall
   githubIssueLabel: source-justcall
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-keka/metadata.yaml b/airbyte-integrations/connectors/source-keka/metadata.yaml
index 1dcd7a21c17d..4da1d8a0b3bc 100644
--- a/airbyte-integrations/connectors/source-keka/metadata.yaml
+++ b/airbyte-integrations/connectors/source-keka/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-keka
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 54664ae8-39aa-467f-9703-9b343ee23b9b
-  dockerImageTag: 0.0.37
+  dockerImageTag: 0.0.38
   dockerRepository: airbyte/source-keka
   githubIssueLabel: source-keka
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-kisi/metadata.yaml b/airbyte-integrations/connectors/source-kisi/metadata.yaml
index bb1b98ffa62e..8ab74771f158 100644
--- a/airbyte-integrations/connectors/source-kisi/metadata.yaml
+++ b/airbyte-integrations/connectors/source-kisi/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-kisi
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7706728b-f644-456e-8dd4-ac92c4d8f31a
-  dockerImageTag: 0.0.54
+  dockerImageTag: 0.0.55
   dockerRepository: airbyte/source-kisi
   githubIssueLabel: source-kisi
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-kissmetrics/metadata.yaml b/airbyte-integrations/connectors/source-kissmetrics/metadata.yaml
index 1561af187d70..e0a1a7cb2f3b 100644
--- a/airbyte-integrations/connectors/source-kissmetrics/metadata.yaml
+++ b/airbyte-integrations/connectors/source-kissmetrics/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-kissmetrics
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ea2607ce-b94d-4218-83f8-724010403c9e
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-kissmetrics
   githubIssueLabel: source-kissmetrics
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-klaviyo/CLAUDE.md b/airbyte-integrations/connectors/source-klaviyo/CLAUDE.md
deleted file mode 100644
index d5cd932b2c65..000000000000
--- a/airbyte-integrations/connectors/source-klaviyo/CLAUDE.md
+++ /dev/null
@@ -1,7 +0,0 @@
-# source-klaviyo
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Hidden per-campaign API calls for recipient count and campaign messages
-  2. JSON:API included relationship resolution for inline attribute data
-  3. Endpoint-specific rate limit tiers (XS–XL) and per-stream concurrency mapping
diff --git a/airbyte-integrations/connectors/source-klaviyo/BEHAVIOR.md b/airbyte-integrations/connectors/source-klaviyo/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-klaviyo/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-klaviyo/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-launchdarkly/metadata.yaml b/airbyte-integrations/connectors/source-launchdarkly/metadata.yaml
index 3aa8006ca306..fd00041cb965 100644
--- a/airbyte-integrations/connectors/source-launchdarkly/metadata.yaml
+++ b/airbyte-integrations/connectors/source-launchdarkly/metadata.yaml
@@ -6,11 +6,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f96bb511-5e3c-48fc-b408-547953cd81a4
-  dockerImageTag: 0.2.48
+  dockerImageTag: 0.2.49
   dockerRepository: airbyte/source-launchdarkly
   githubIssueLabel: source-launchdarkly
   icon: launchdarkly.svg
diff --git a/airbyte-integrations/connectors/source-less-annoying-crm/metadata.yaml b/airbyte-integrations/connectors/source-less-annoying-crm/metadata.yaml
index e96818ae107a..dd637f247318 100644
--- a/airbyte-integrations/connectors/source-less-annoying-crm/metadata.yaml
+++ b/airbyte-integrations/connectors/source-less-annoying-crm/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-less-annoying-crm
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 96f224c5-8e85-4427-b299-dbd5c52de47c
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-less-annoying-crm
   githubIssueLabel: source-less-annoying-crm
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-lever-hiring/metadata.yaml b/airbyte-integrations/connectors/source-lever-hiring/metadata.yaml
index de3abea71a02..26732c6aa8ed 100644
--- a/airbyte-integrations/connectors/source-lever-hiring/metadata.yaml
+++ b/airbyte-integrations/connectors/source-lever-hiring/metadata.yaml
@@ -18,11 +18,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.1@sha256:bd69f6b52bdd92ce06c30786d67546427b828ffb553363c8950b2816c552d6e0
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3981c999-bd7d-4afc-849b-e53dea90c948
-  dockerImageTag: 0.4.27
+  dockerImageTag: 0.4.28
   dockerRepository: airbyte/source-lever-hiring
   githubIssueLabel: source-lever-hiring
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-lightspeed-retail/metadata.yaml b/airbyte-integrations/connectors/source-lightspeed-retail/metadata.yaml
index 223172d89096..029f42b4f50b 100644
--- a/airbyte-integrations/connectors/source-lightspeed-retail/metadata.yaml
+++ b/airbyte-integrations/connectors/source-lightspeed-retail/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-lightspeed-retail
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 0f242d62-dbef-49d7-8cc1-72ff7e54c9ca
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-lightspeed-retail
   githubIssueLabel: source-lightspeed-retail
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-linear/metadata.yaml b/airbyte-integrations/connectors/source-linear/metadata.yaml
index d4613a434a88..c71c10d7d1cf 100644
--- a/airbyte-integrations/connectors/source-linear/metadata.yaml
+++ b/airbyte-integrations/connectors/source-linear/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-linear
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 1c5d8316-ed42-4473-8fbc-2626f03f070c
-  dockerImageTag: 0.0.35
+  dockerImageTag: 0.0.36
   dockerRepository: airbyte/source-linear
   githubIssueLabel: source-linear
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-linkedin-ads/CLAUDE.md b/airbyte-integrations/connectors/source-linkedin-ads/CLAUDE.md
deleted file mode 100644
index a2b222e6b925..000000000000
--- a/airbyte-integrations/connectors/source-linkedin-ads/CLAUDE.md
+++ /dev/null
@@ -1,13 +0,0 @@
-# source-linkedin-ads
-
-LinkedIn Ads API source connector built on the declarative framework with custom Python components.
-
-## Key Behavior Documentation
-
-See [BEHAVIOR.md](BEHAVIOR.md) for the most important non-obvious gotchas in this connector, including:
-- Safe URL encoding that preserves LinkedIn's proprietary query parameter syntax
-- Analytics property chunking with an 18-field limit per request (~5 HTTP calls per record page)
-- DNS resolution errors treated as transient/retryable
-- Millisecond timestamp handling and multiple datetime formats across endpoints
-- Reserved keyword renaming (`pivot` -> `_pivot`) for destination compatibility
-- Unpublished per-endpoint rate limits with daily caps
diff --git a/airbyte-integrations/connectors/source-linkedin-ads/BEHAVIOR.md b/airbyte-integrations/connectors/source-linkedin-ads/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-linkedin-ads/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-linkedin-ads/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-linkedin-ads/manifest.yaml b/airbyte-integrations/connectors/source-linkedin-ads/manifest.yaml
index 0d9f76c45e0c..0d0123a34790 100644
--- a/airbyte-integrations/connectors/source-linkedin-ads/manifest.yaml
+++ b/airbyte-integrations/connectors/source-linkedin-ads/manifest.yaml
@@ -286,18 +286,10 @@ definitions:
               - type: DefaultErrorHandler
                 response_filters:
                   - type: HttpResponseFilter
-                    action: RETRY
+                    action: RATE_LIMITED
                     http_codes:
                       - 429
-                    error_message: >-
-                      Stream {{self.name}}: LinkedIn API requests are rate
-                      limited. Rate limits specify the maximum number of API
-                      calls that can be made in a 24 hour period. These limits
-                      reset at midnight UTC every day. You can find more
-                      information here
-                      https://docs.airbyte.com/integrations/sources/linkedin-ads.
-                      Also quotas and usage are here:
-                      https://www.linkedin.com/developers/apps.
+                    error_message: Rate limit exceeded for LinkedIn API.
                   - type: HttpResponseFilter
                     action: RETRY
                     http_codes:
diff --git a/airbyte-integrations/connectors/source-linkedin-ads/metadata.yaml b/airbyte-integrations/connectors/source-linkedin-ads/metadata.yaml
index bbbd937b909f..547b1aa9edb8 100644
--- a/airbyte-integrations/connectors/source-linkedin-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-linkedin-ads/metadata.yaml
@@ -11,7 +11,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 137ece28-5434-455c-8f34-69dc3782f451
-  dockerImageTag: 5.6.4
+  dockerImageTag: 5.6.5
   dockerRepository: airbyte/source-linkedin-ads
   documentationUrl: https://docs.airbyte.com/integrations/sources/linkedin-ads
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-linkedin-ads/unit_tests/test_source.py b/airbyte-integrations/connectors/source-linkedin-ads/unit_tests/test_source.py
index 21cf9a05bcc2..84cda4cec4ff 100644
--- a/airbyte-integrations/connectors/source-linkedin-ads/unit_tests/test_source.py
+++ b/airbyte-integrations/connectors/source-linkedin-ads/unit_tests/test_source.py
@@ -1,10 +1,12 @@
 # Copyright (c) 2025 Airbyte, Inc., all rights reserved.
 
 import logging
+from pathlib import Path
 from typing import Any, Dict, List
 
 import pytest
 import requests
+import yaml
 from airbyte_protocol_dataclasses.models import AirbyteStream, ConfiguredAirbyteCatalog, ConfiguredAirbyteStream, DestinationSyncMode
 from airbyte_protocol_dataclasses.models import Status as ConnectionStatus
 
@@ -107,6 +109,35 @@ def test_should_retry_on_error(self, error_code, requests_mock, mocker):
         with pytest.raises(MessageRepresentationAirbyteTracedErrors):
             list(run_read(stream))
 
+    def test_manifest_maps_429_to_rate_limited(self):
+        """
+        Verify the manifest configures HTTP 429 responses with RATE_LIMITED action
+        (not RETRY), so that rate-limited requests retry indefinitely with backoff
+        instead of failing after a limited number of retries.
+
+        HTTP 500/503 should remain mapped to RETRY.
+        """
+        manifest_path = Path(__file__).parent.parent / "manifest.yaml"
+        manifest = yaml.safe_load(manifest_path.read_text())
+
+        # The CompositeErrorHandler with the 429 filter is on the creatives stream
+        creatives = manifest["definitions"]["streams"]["creatives"]
+        error_handlers = creatives["retriever"]["requester"]["error_handlers"]
+
+        assert error_handlers["type"] == "CompositeErrorHandler"
+
+        inner_handlers = error_handlers["error_handlers"]
+        default_handler = next(h for h in inner_handlers if h.get("type") == "DefaultErrorHandler")
+        response_filters = default_handler["response_filters"]
+
+        filter_429 = next(f for f in response_filters if 429 in f.get("http_codes", []))
+        filter_5xx = next(f for f in response_filters if 500 in f.get("http_codes", []))
+
+        assert (
+            filter_429["action"] == "RATE_LIMITED"
+        ), f"HTTP 429 must use RATE_LIMITED action for indefinite retry, got {filter_429['action']}"
+        assert filter_5xx["action"] == "RETRY", f"HTTP 500/503 should use RETRY action, got {filter_5xx['action']}"
+
     def test_custom_streams(self, requests_mock):
         config = {"ad_analytics_reports": [{"name": "ShareAdByMonth", "pivot_by": "COMPANY", "time_granularity": "MONTHLY"}], **TEST_CONFIG}
         streams = get_source(config).streams(config=config)
diff --git a/airbyte-integrations/connectors/source-linkrunner/metadata.yaml b/airbyte-integrations/connectors/source-linkrunner/metadata.yaml
index 01a61c32d799..42be6895db04 100644
--- a/airbyte-integrations/connectors/source-linkrunner/metadata.yaml
+++ b/airbyte-integrations/connectors/source-linkrunner/metadata.yaml
@@ -12,11 +12,11 @@ data:
       enabled: false
       packageName: airbyte-source-linkrunner
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ec739bc6-f8a5-4cb3-9e7b-7e0f8f53ce74
-  dockerImageTag: 0.0.3
+  dockerImageTag: 0.0.4
   dockerRepository: airbyte/source-linkrunner
   githubIssueLabel: source-linkrunner
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-lob/metadata.yaml b/airbyte-integrations/connectors/source-lob/metadata.yaml
index b5951286e4ea..1fb06c51d7ad 100644
--- a/airbyte-integrations/connectors/source-lob/metadata.yaml
+++ b/airbyte-integrations/connectors/source-lob/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-lob
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c6d14c44-cd3e-4f94-8924-201c5615f3a7
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-lob
   githubIssueLabel: source-lob
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-luma/metadata.yaml b/airbyte-integrations/connectors/source-luma/metadata.yaml
index 9fea2b22e87a..28cb9ea6fce5 100644
--- a/airbyte-integrations/connectors/source-luma/metadata.yaml
+++ b/airbyte-integrations/connectors/source-luma/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-luma
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 8ac29756-9a9d-4472-a20b-df29ac29764a
-  dockerImageTag: 0.0.54
+  dockerImageTag: 0.0.55
   dockerRepository: airbyte/source-luma
   githubIssueLabel: source-luma
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-mailchimp/CLAUDE.md b/airbyte-integrations/connectors/source-mailchimp/CLAUDE.md
deleted file mode 100644
index ffb8b6f4ffd4..000000000000
--- a/airbyte-integrations/connectors/source-mailchimp/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-mailchimp
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Dynamic API base URL determined by data center extraction from API key or OAuth metadata
diff --git a/airbyte-integrations/connectors/source-mailchimp/BEHAVIOR.md b/airbyte-integrations/connectors/source-mailchimp/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-mailchimp/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-mailchimp/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-mailchimp/manifest.yaml b/airbyte-integrations/connectors/source-mailchimp/manifest.yaml
index fe2b099a1daf..c91c125bdff2 100644
--- a/airbyte-integrations/connectors/source-mailchimp/manifest.yaml
+++ b/airbyte-integrations/connectors/source-mailchimp/manifest.yaml
@@ -4792,6 +4792,19 @@ spec:
       - auth_type
     predicate_value: oauth2.0
     oauth_config_specification:
+      oauth_connector_input_specification:
+        consent_url: "https://login.mailchimp.com/oauth2/authorize?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{state_param}}"
+        access_token_url: "https://login.mailchimp.com/oauth2/token"
+        access_token_headers:
+          Content-Type: "application/x-www-form-urlencoded"
+        access_token_params:
+          grant_type: "authorization_code"
+          code: "{{ auth_code_value }}"
+          client_id: "{{ client_id_value }}"
+          client_secret: "{{ client_secret_value }}"
+          redirect_uri: "{{ redirect_uri_value }}"
+        extract_output:
+          - access_token
       complete_oauth_output_specification:
         type: object
         additionalProperties: false
diff --git a/airbyte-integrations/connectors/source-mailchimp/metadata.yaml b/airbyte-integrations/connectors/source-mailchimp/metadata.yaml
index c48f0a9168f1..9999abddffe7 100644
--- a/airbyte-integrations/connectors/source-mailchimp/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mailchimp/metadata.yaml
@@ -7,11 +7,11 @@ data:
       - "*.api.mailchimp.com"
       - "login.mailchimp.com"
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b03a9f3e-22a5-11eb-adc1-0242ac120002
-  dockerImageTag: 2.1.20
+  dockerImageTag: 2.1.22
   dockerRepository: airbyte/source-mailchimp
   documentationUrl: https://docs.airbyte.com/integrations/sources/mailchimp
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-mailosaur/metadata.yaml b/airbyte-integrations/connectors/source-mailosaur/metadata.yaml
index 1802ce28465a..274dc30e969c 100644
--- a/airbyte-integrations/connectors/source-mailosaur/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mailosaur/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-mailosaur
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 251ed5c8-a927-4fb4-ad45-75393d564f3c
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-mailosaur
   githubIssueLabel: source-mailosaur
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-mailtrap/metadata.yaml b/airbyte-integrations/connectors/source-mailtrap/metadata.yaml
index 3a968441bfe1..09b5b23dea5b 100644
--- a/airbyte-integrations/connectors/source-mailtrap/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mailtrap/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-mailtrap
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9ba00df2-313c-46f2-b102-a5063a1ee18a
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-mailtrap
   githubIssueLabel: source-mailtrap
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-mantle/metadata.yaml b/airbyte-integrations/connectors/source-mantle/metadata.yaml
index 13f8caf847e5..99ec2adcabe4 100644
--- a/airbyte-integrations/connectors/source-mantle/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mantle/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-mantle
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: da48299b-4afa-46b4-bb9d-e1ade37e7169
-  dockerImageTag: 0.0.18
+  dockerImageTag: 0.0.19
   dockerRepository: airbyte/source-mantle
   githubIssueLabel: source-mantle
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-marketo/metadata.yaml b/airbyte-integrations/connectors/source-marketo/metadata.yaml
index 22da530d69c1..70d20474608d 100644
--- a/airbyte-integrations/connectors/source-marketo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-marketo/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 9e0556f4-69df-4522-a3fb-03264d36b348
-  dockerImageTag: 1.6.1
+  dockerImageTag: 1.6.2
   dockerRepository: airbyte/source-marketo
   documentationUrl: https://docs.airbyte.com/integrations/sources/marketo
   githubIssueLabel: source-marketo
diff --git a/airbyte-integrations/connectors/source-marketo/pyproject.toml b/airbyte-integrations/connectors/source-marketo/pyproject.toml
index 37aa2008d49e..0a2c9c90f874 100644
--- a/airbyte-integrations/connectors/source-marketo/pyproject.toml
+++ b/airbyte-integrations/connectors/source-marketo/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "1.6.1"
+version = "1.6.2"
 name = "source-marketo"
 description = "Source implementation for Marketo."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-marketo/source_marketo/schemas/programs.json b/airbyte-integrations/connectors/source-marketo/source_marketo/schemas/programs.json
index 85851ddae975..1e0601e1dce8 100644
--- a/airbyte-integrations/connectors/source-marketo/source_marketo/schemas/programs.json
+++ b/airbyte-integrations/connectors/source-marketo/source_marketo/schemas/programs.json
@@ -88,6 +88,14 @@
         }
       }
     },
+    "sfdcId": {
+      "description": "The ID of the corresponding object in Salesforce.",
+      "type": ["null", "string"]
+    },
+    "sfdcName": {
+      "description": "The name of the corresponding object in Salesforce.",
+      "type": ["null", "string"]
+    },
     "costs": {
       "description": "Period costs associated with the program.",
       "type": ["array", "null"],
diff --git a/airbyte-integrations/connectors/source-marketstack/metadata.yaml b/airbyte-integrations/connectors/source-marketstack/metadata.yaml
index b99aa3387147..0f332d7304a1 100644
--- a/airbyte-integrations/connectors/source-marketstack/metadata.yaml
+++ b/airbyte-integrations/connectors/source-marketstack/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-marketstack
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 0caeba13-0807-46aa-a6c0-7e8d25d168be
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-marketstack
   githubIssueLabel: source-marketstack
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-mendeley/metadata.yaml b/airbyte-integrations/connectors/source-mendeley/metadata.yaml
index 4537da05c233..5d887dd81a0a 100644
--- a/airbyte-integrations/connectors/source-mendeley/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mendeley/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-mendeley
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9a24ef99-06b5-4e04-9d9e-09e41e5e2a24
-  dockerImageTag: 0.0.32
+  dockerImageTag: 0.0.33
   dockerRepository: airbyte/source-mendeley
   githubIssueLabel: source-mendeley
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-mercado-ads/metadata.yaml b/airbyte-integrations/connectors/source-mercado-ads/metadata.yaml
index 25712d15a032..49efce795177 100644
--- a/airbyte-integrations/connectors/source-mercado-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mercado-ads/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-mercado-ads
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ada19dae-81e5-4241-8e64-a9b2680b1b35
-  dockerImageTag: 0.0.26
+  dockerImageTag: 0.0.27
   dockerRepository: airbyte/source-mercado-ads
   githubIssueLabel: source-mercado-ads
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-metricool/metadata.yaml b/airbyte-integrations/connectors/source-metricool/metadata.yaml
index ae8d9bb5c7db..3efe308731e2 100644
--- a/airbyte-integrations/connectors/source-metricool/metadata.yaml
+++ b/airbyte-integrations/connectors/source-metricool/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-metricool
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: e4e1ed94-f374-47fe-8dfa-872fb9935fbe
-  dockerImageTag: 0.0.19
+  dockerImageTag: 0.0.20
   dockerRepository: airbyte/source-metricool
   githubIssueLabel: source-metricool
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-microsoft-lists/metadata.yaml b/airbyte-integrations/connectors/source-microsoft-lists/metadata.yaml
index c28eb06068d9..f498cfa924b2 100644
--- a/airbyte-integrations/connectors/source-microsoft-lists/metadata.yaml
+++ b/airbyte-integrations/connectors/source-microsoft-lists/metadata.yaml
@@ -27,7 +27,7 @@ data:
   releaseStage: alpha
   supportLevel: community
   connectorTestSuitesOptions:
-    # no-op for now but will get enabled when the capability is added to airbyte-ci
+    # no-op for now but will get enabled when the capability is added to CI
     - suite: integrationTests
       testSecrets:
         - name: SECRET_SOURCE-MICROSOFT-LISTS_CREDS
diff --git a/airbyte-integrations/connectors/source-microsoft-teams/metadata.yaml b/airbyte-integrations/connectors/source-microsoft-teams/metadata.yaml
index 3a5141171cc9..265228aa2f63 100644
--- a/airbyte-integrations/connectors/source-microsoft-teams/metadata.yaml
+++ b/airbyte-integrations/connectors/source-microsoft-teams/metadata.yaml
@@ -15,11 +15,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: eaf50f04-21dd-4620-913b-2a83f5635227
-  dockerImageTag: 1.2.14
+  dockerImageTag: 1.2.15
   dockerRepository: airbyte/source-microsoft-teams
   githubIssueLabel: source-microsoft-teams
   icon: microsoft-teams.svg
diff --git a/airbyte-integrations/connectors/source-miro/metadata.yaml b/airbyte-integrations/connectors/source-miro/metadata.yaml
index 3046bd83cb26..9a9791f7ecda 100644
--- a/airbyte-integrations/connectors/source-miro/metadata.yaml
+++ b/airbyte-integrations/connectors/source-miro/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-miro
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f8276ae8-4ada-4ae5-819c-b1836aa78135
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-miro
   githubIssueLabel: source-miro
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-missive/metadata.yaml b/airbyte-integrations/connectors/source-missive/metadata.yaml
index 15b58f218f62..4ed2832016e0 100644
--- a/airbyte-integrations/connectors/source-missive/metadata.yaml
+++ b/airbyte-integrations/connectors/source-missive/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-missive
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 740eadea-6f7a-49dc-a2e6-bdf935a79996
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-missive
   githubIssueLabel: source-missive
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-mixpanel/metadata.yaml b/airbyte-integrations/connectors/source-mixpanel/metadata.yaml
index 681bc86a8a1a..3fe414628314 100644
--- a/airbyte-integrations/connectors/source-mixpanel/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mixpanel/metadata.yaml
@@ -11,7 +11,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 12928b32-bf0a-4f1e-964f-07e12e37153a
-  dockerImageTag: 3.6.1
+  dockerImageTag: 3.6.2
   dockerRepository: airbyte/source-mixpanel
   documentationUrl: https://docs.airbyte.com/integrations/sources/mixpanel
   githubIssueLabel: source-mixpanel
diff --git a/airbyte-integrations/connectors/source-mixpanel/pyproject.toml b/airbyte-integrations/connectors/source-mixpanel/pyproject.toml
index b4707a434684..643afa50f369 100644
--- a/airbyte-integrations/connectors/source-mixpanel/pyproject.toml
+++ b/airbyte-integrations/connectors/source-mixpanel/pyproject.toml
@@ -3,7 +3,7 @@ requires = ["poetry-core>=1.0.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "3.6.1"
+version = "3.6.2"
 name = "source-mixpanel"
 description = "Source implementation for Mixpanel."
 authors = ["Airbyte <contact@airbyte.io>"]
diff --git a/airbyte-integrations/connectors/source-mixpanel/unit_tests/test_streams.py b/airbyte-integrations/connectors/source-mixpanel/unit_tests/test_streams.py
index 0324be32ee6c..8c5ecdf087e4 100644
--- a/airbyte-integrations/connectors/source-mixpanel/unit_tests/test_streams.py
+++ b/airbyte-integrations/connectors/source-mixpanel/unit_tests/test_streams.py
@@ -31,8 +31,8 @@
     SyncMode,
 )
 from airbyte_cdk.sources.declarative.types import StreamSlice
-from airbyte_cdk.sources.streams.http.http_client import MessageRepresentationAirbyteTracedErrors
 from airbyte_cdk.test.entrypoint_wrapper import read
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 
 from .utils import get_url_to_mock, init_stream, read_incremental, setup_response
 
@@ -676,7 +676,7 @@ def test_handle_time_zone_mismatch(requests_mock, export_config, caplog):
     try:
         for slice_ in stream.stream_slices(sync_mode=SyncMode.full_refresh):
             records.extend(stream.read_records(sync_mode=SyncMode.full_refresh, stream_slice=slice_))
-    except MessageRepresentationAirbyteTracedErrors as airbyte_error:
+    except AirbyteTracedException as airbyte_error:
         assert (
             "Your project timezone must be misconfigured. Please set it to the one defined in your Mixpanel project settings."
         ) in airbyte_error.message
diff --git a/airbyte-integrations/connectors/source-mode/metadata.yaml b/airbyte-integrations/connectors/source-mode/metadata.yaml
index fcbe78edb66e..745179c9aca6 100644
--- a/airbyte-integrations/connectors/source-mode/metadata.yaml
+++ b/airbyte-integrations/connectors/source-mode/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-mode
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 948f3a37-f80b-4f57-a918-9fd733f7a018
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-mode
   githubIssueLabel: source-mode
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-monday/CLAUDE.md b/airbyte-integrations/connectors/source-monday/CLAUDE.md
deleted file mode 100644
index b097f9f0db2c..000000000000
--- a/airbyte-integrations/connectors/source-monday/CLAUDE.md
+++ /dev/null
@@ -1,7 +0,0 @@
-# source-monday
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. GraphQL API with schema-driven query building and stream-specific query patterns
-  2. Two-level nested pagination for items (boards outer, items inner)
-  3. Cursor expiration after 60 minutes triggers RESET_PAGINATION (full re-read)
diff --git a/airbyte-integrations/connectors/source-monday/BEHAVIOR.md b/airbyte-integrations/connectors/source-monday/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-monday/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-monday/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-newsdata-io/metadata.yaml b/airbyte-integrations/connectors/source-newsdata-io/metadata.yaml
index efb19893605c..e0b24484e3aa 100644
--- a/airbyte-integrations/connectors/source-newsdata-io/metadata.yaml
+++ b/airbyte-integrations/connectors/source-newsdata-io/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-newsdata-io
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 67f03df4-2c61-4d8c-80cd-0931287f87d8
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-newsdata-io
   githubIssueLabel: source-newsdata-io
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-nexiopay/metadata.yaml b/airbyte-integrations/connectors/source-nexiopay/metadata.yaml
index 485d52db343d..6a0d76edafb4 100644
--- a/airbyte-integrations/connectors/source-nexiopay/metadata.yaml
+++ b/airbyte-integrations/connectors/source-nexiopay/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-nexiopay
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 699d7359-204a-4650-81d2-ca03d607cacc
-  dockerImageTag: 0.0.33
+  dockerImageTag: 0.0.34
   dockerRepository: airbyte/source-nexiopay
   githubIssueLabel: source-nexiopay
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-nexus-datasets/components.py b/airbyte-integrations/connectors/source-nexus-datasets/components.py
index 414f61f758e1..c2c895d7393b 100644
--- a/airbyte-integrations/connectors/source-nexus-datasets/components.py
+++ b/airbyte-integrations/connectors/source-nexus-datasets/components.py
@@ -6,27 +6,45 @@
 import logging
 from base64 import b64encode
 from collections import OrderedDict
-from dataclasses import InitVar, dataclass
+from dataclasses import InitVar, dataclass, field
 from datetime import date, datetime
 from decimal import Decimal
-from typing import Any, Iterable, Mapping
+from typing import Any, ClassVar, Iterable, Mapping, Optional
 from urllib.parse import parse_qs, urlencode, urljoin, urlparse, urlunparse
 
 import requests
 
+from airbyte_cdk.models import FailureType
 from airbyte_cdk.sources.declarative.auth.declarative_authenticator import DeclarativeAuthenticator
 from airbyte_cdk.sources.declarative.decoders.decoder import Decoder
+from airbyte_cdk.sources.declarative.schema import SchemaLoader
 from airbyte_cdk.sources.declarative.types import Config
+from airbyte_cdk.utils.traced_exception import AirbyteTracedException
 
 
 DATASET_PATH = "rest/3.1/analytics/dataset"
+SCHEMA_PATH = "rest/3.1/Analytics/model"
 EXPORT_PREFIX = "export"
 DEFAULT_MODE = "Full"
 DEFAULT_HTTP_METHOD = "GET"
 
+# Injected by the connector — not returned by the Nexus schema API.
+# Indicates whether a record is new or updated during incremental syncs.
+INJECTED_FIELD_NAME = "zzz_ChangeCode"
+
 
 @dataclass
 class NexusCustomAuthenticator(DeclarativeAuthenticator):
+    """
+    Handles HMAC authentication for the Infor Nexus Data API.
+
+    Every request is independently signed using a cryptographic hash of the
+    request path, date, method, and payload. The resulting signature is
+    submitted in the Authorization header.
+
+    See: https://developer.infornexus.com/api/authentication-choices/hmac
+    """
+
     config: Config
 
     def __init__(self, config: Mapping[str, Any], **kwargs):
@@ -35,47 +53,37 @@ def __init__(self, config: Mapping[str, Any], **kwargs):
         self.kwargs = kwargs
         self.logger = logging.getLogger("airbyte")
 
-        # constants (removed from client config)
         self.dataset_path = DATASET_PATH
         self.export_prefix = EXPORT_PREFIX
 
-        # user/config-driven values
         self.dataset_name = self.config.get("dataset_name", "")
         self.mode = self.config.get("mode", DEFAULT_MODE)
         self.input_url = self.config.get("base_url", "")
 
-        # auth and request properties (snake_case)
         self.user_id = self.config.get("user_id", "")
         self.secret_access_key = self.config.get("secret_key", "")
         self.api_key = self.config.get("api_key", "")
         self.access_key_id = self.config.get("access_key_id", "")
         self.method = self.config.get("http_method", DEFAULT_HTTP_METHOD).upper()
 
-        # optional payload support (kept as-is; only used if you later add payload signing)
         self.content_type = None
         self.payload = self.config.get("payload", "")
         self.file_content = None
 
-        # computed during signing
         self.path_info = ""
         self.querystring = ""
         self.dapi_date = ""
 
     def parse_url(self) -> None:
-        """
-        Build the final request URL parts used in the signing base.
-        Important: path + query must match what the requester sends.
-        """
+        """Build the data endpoint URL and extract path and query components for signing."""
         relative_path = "/".join([self.dataset_path, self.dataset_name, self.export_prefix])
         full_url = urljoin(self.input_url, relative_path)
         parsed_url = urlparse(full_url)
 
-        # Add required query params
-        query_params = {"mode": self.mode}
-
-        # Merge with existing query params, if any
+        # Preserve any existing query params and append the mode param as a list
+        # to keep consistent list-format values with parse_qs output.
         existing_params = parse_qs(parsed_url.query)
-        existing_params.update(query_params)
+        existing_params["mode"] = [self.mode]
 
         new_query = urlencode(existing_params, doseq=True)
         final_url = urlunparse(parsed_url._replace(query=new_query))
@@ -85,9 +93,18 @@ def parse_url(self) -> None:
         self.querystring = parsed_final_url.query
 
     def get_auth_header(self) -> Mapping[str, Any]:
+        """Return signed auth headers for the data endpoint."""
         self.parse_url()
-        signature = self.create_authorization_header()
+        return self._build_headers()
+
+    def get_auth_header_for_path(self, path: str, querystring: str = "") -> Mapping[str, Any]:
+        self.path_info = path
+        self.querystring = querystring
+        return self._build_headers()
 
+    def _build_headers(self) -> Mapping[str, Any]:
+        """Compute the HMAC signature and assemble the auth header dict."""
+        signature = self.create_authorization_header()
         return {
             "Authorization": signature,
             "x-dapi-date": self.dapi_date,
@@ -108,7 +125,6 @@ def create_signing_base(self) -> bytes:
         if self.querystring:
             path_info = f"{path_info}?{self.querystring}"
 
-        # Per your original logic: lowercase everything
         components = OrderedDict(
             {
                 "date": self.dapi_date.lower(),
@@ -130,19 +146,18 @@ def set_date(self) -> None:
 
     def sign(self, signing_base: bytes) -> bytes:
         secret = self.secret_access_key.encode("utf-8")
-        digest = hmac.new(secret, signing_base, hashlib.sha256).digest()
+        digest = hmac.new(key=secret, msg=signing_base, digestmod=hashlib.sha256).digest()
         return b64encode(digest)
 
 
 @dataclass
 class FlexibleDecoder(Decoder):
     """
-    Decoder that parses JSONL-like responses based on Content-Type.
+    Decodes JSONL-like responses from the Infor Nexus data endpoint.
 
-    NOTE: This class currently yields `raw_data` as a JSON string.
-    If you switch schema to `raw_data` as an object (recommended), change the yield to:
-        yield {"raw_data": processed_record, "raw_data_string": json.dumps(processed_record)}
-    and update manifest schema accordingly.
+    Handles the API's varied Content-Type headers (including
+    application/octet-stream, which Infor Nexus uses for data responses)
+    and converts all field values to strings for downstream compatibility.
     """
 
     parameters: InitVar[Mapping[str, Any]] = None
@@ -151,10 +166,6 @@ def __post_init__(self, parameters: Mapping[str, Any]) -> None:
         self.logger = logging.getLogger("airbyte")
 
     def _convert_all_to_strings(self, obj: Any) -> Any:
-        """
-        Recursively converts all non-None values in a dictionary or list to strings.
-        Handles Decimal, datetime.date, datetime.datetime, and other types.
-        """
         if obj is None:
             return None
         if isinstance(obj, (Decimal, datetime, date)):
@@ -166,37 +177,40 @@ def _convert_all_to_strings(self, obj: Any) -> Any:
         return str(obj)
 
     def decode(self, response: requests.Response) -> Iterable[Mapping[str, Any]]:
-        # For 304 and 202 or not equal to 200 during data sync, raise/log with specific message
         if response.status_code == 304:
-            self.logger.error("Dataset is not ready, please contact infor member services")
             raise AirbyteTracedException(
-                message="Dataset is not ready, please contact infor member services", failure_type=FailureType.config_error
+                message="Dataset is not ready, please contact Infor member services.",
+                failure_type=FailureType.config_error,
+            )
+        elif response.status_code == 202:
+            raise AirbyteTracedException(
+                message="Dataset is not ready — try again later.",
+                failure_type=FailureType.config_error,
             )
-        if response.status_code == 202:
-            self.logger.error("Dataset is not ready - try again later")
-            raise AirbyteTracedException(message="Dataset is not ready, try again later", failure_type=FailureType.config_error)
-        if response.status_code != 200:
-            self.logger.error("Unexpected status code: %s", response.status_code)
+        elif response.status_code != 200:
             raise AirbyteTracedException(
-                message=f"Unexpected status code: {response.status_code} please contact infor member services",
+                message=(
+                    f"Unexpected status code {response.status_code}. "
+                    "Please contact Infor member services."
+                ),
                 failure_type=FailureType.config_error,
             )
 
         content_type = response.headers.get("Content-Type", "").lower()
-
-        is_jsonl = any(
-            ct in content_type
-            for ct in (
-                "application/json",
-                "application/x-jsonlines",
-                "application/x-jsonl+json",
-                "application/jsonl",
-            )
+        self.logger.info("Response Content-Type: %s", content_type)
+
+        supported_content_types = (
+            "application/json",
+            "application/x-jsonlines",
+            "application/x-jsonl+json",
+            "application/jsonl",
+            "application/octet-stream",  # Infor Nexus data endpoint returns this
         )
 
-        if not is_jsonl:
-            self.logger.error("Unsupported or unrecognized Content-Type: %s. Cannot decode response.", content_type)
-            raise ValueError(f"Unsupported or unrecognized Content-Type: {content_type}")
+        if not any(ct in content_type for ct in supported_content_types):
+            raise ValueError(
+                f"Unsupported or unrecognized Content-Type: {content_type}. Cannot decode response."
+            )
 
         for line in response.content.decode("utf-8").splitlines():
             if not line.strip():
@@ -204,11 +218,128 @@ def decode(self, response: requests.Response) -> Iterable[Mapping[str, Any]]:
             try:
                 record_dict = json.loads(line)
             except json.JSONDecodeError as exc:
-                self.logger.warning("Skipping malformed JSONL line: %s - Error: %s", line.strip(), exc)
+                self.logger.warning("Skipping malformed JSONL line: %s — Error: %s", line.strip(), exc)
                 continue
+            yield self._convert_all_to_strings(record_dict)
 
-            processed_record = self._convert_all_to_strings(record_dict)
-            yield {
-                "raw_data": processed_record,
-                "raw_data_string": json.dumps(processed_record),
-            }
+
+@dataclass
+class DynamicSchemaLoader(SchemaLoader):
+    """
+    Fetches the stream schema dynamically from the Infor Nexus model metadata API.
+
+    Called during `discover` — before any data sync begins.
+    Endpoint: GET <base_url>/rest/3.1/Analytics/model/<dataset_model_name>/fetch
+    Response shape: {"data": {"field": [{"name": "fieldName", "dataType": "String"}, ...]}}
+
+    An additional field (_nexus_ChangeCode) is injected into every schema to
+    support incremental sync — it is not returned by the schema API but is
+    present in data responses as a change indicator.
+    """
+
+    config: Mapping[str, Any]
+    parameters: InitVar[Mapping[str, Any]] = None
+
+    _schema_cache: Optional[dict] = field(default=None, init=False)
+
+    DATA_TYPE_MAP: ClassVar[Mapping[str, Any]] = {
+        "TEXT":      {"type": ["string", "null"]},
+        "PICKLIST":  {"type": ["string", "null"]},
+        "CHAR":      {"type": ["string", "null"]},
+        "VARCHAR":   {"type": ["string", "null"]},
+        "DATE":      {"type": ["string", "null"], "format": "date"},
+        "DATETIME":  {"type": ["string", "null"], "format": "date-time"},
+        "TIMESTAMP": {"type": ["string", "null"], "format": "date-time"},
+        "INTEGER":   {"type": ["integer", "null"]},
+        "LONG":      {"type": ["integer", "null"]},
+        "DECIMAL":   {"type": ["number", "null"]},
+        "NUMERIC":   {"type": ["number", "null"]},
+        "FLOAT":     {"type": ["number", "null"]},
+        "DOUBLE":    {"type": ["number", "null"]},
+        "BOOLEAN":   {"type": ["boolean", "null"]},
+        "OBJECT":    {"type": ["object", "null"]},
+        "ARRAY":     {"type": ["array", "null"]},
+    }
+
+    def __post_init__(self, parameters: Mapping[str, Any]) -> None:
+        self.logger = logging.getLogger("airbyte")
+
+    def _get_auth_headers(self, url: str) -> Mapping[str, Any]:
+        """Sign a request to the given URL using the authenticator's public API."""
+        auth = NexusCustomAuthenticator(config=self.config)
+        parsed = urlparse(url)
+        return auth.get_auth_header_for_path(
+            path=parsed.path,
+            querystring=parsed.query,
+        )
+
+    def get_json_schema(self) -> Mapping[str, Any]:
+        # Return cached schema on subsequent calls — avoids redundant API requests.
+        if self._schema_cache is not None:
+            return self._schema_cache
+
+        dataset_model_name = self.config.get("dataset_model_name", "")
+        base_url = self.config.get("base_url", "").rstrip("/")
+        url = f"{base_url}/{SCHEMA_PATH}/{dataset_model_name}/fetch"
+
+        self.logger.info("Fetching schema from: %s", url)
+
+        try:
+            headers = self._get_auth_headers(url)
+            response = requests.get(url, headers=headers)
+
+            if response.status_code == 404:
+                raise AirbyteTracedException(
+                    message=(
+                        f"Dataset Model Name '{dataset_model_name}' not found in Infor Nexus. "
+                        "Please check the 'Dataset Model Name' in your connector configuration."
+                    ),
+                    failure_type=FailureType.config_error,
+                )
+
+            response.raise_for_status()
+
+        except AirbyteTracedException:
+            raise
+        except requests.exceptions.RequestException as exc:
+            raise AirbyteTracedException(
+                message=(
+                    f"Failed to fetch schema for Dataset Model Name '{dataset_model_name}' "
+                    f"from Infor Nexus. Error: {exc}"
+                ),
+                failure_type=FailureType.system_error,
+            ) from exc
+
+        response_json = response.json()
+        fields = response_json.get("data", {}).get("field", [])
+        self.logger.info("Found %d fields in schema response.", len(fields))
+
+        properties = {}
+        for f in fields:
+            if not isinstance(f, dict):
+                self.logger.warning("Skipping unexpected field entry: %s", f)
+                continue
+
+            field_name = f.get("name")
+            nexus_data_type = f.get("dataType", "")
+
+            if field_name:
+                # Fall back to string for any unmapped Nexus data types.
+                properties[field_name] = self.DATA_TYPE_MAP.get(
+                    nexus_data_type,
+                    {"type": ["string", "null"]},
+                )
+
+        # Inject the change indicator field. Present in data responses but absent
+        # from the schema API — used by the connector to detect new/updated records.
+        properties[INJECTED_FIELD_NAME] = {"type": ["string", "null"]}
+
+        self._schema_cache = {
+            "$schema": "http://json-schema.org/draft-07/schema#",
+            "type": "object",
+            "additionalProperties": True,
+            "properties": properties,
+        }
+
+        self.logger.info("Schema loaded successfully with %d fields.", len(properties))
+        return self._schema_cache
diff --git a/airbyte-integrations/connectors/source-nexus-datasets/manifest.yaml b/airbyte-integrations/connectors/source-nexus-datasets/manifest.yaml
index b4ae71097a46..693a91f81ca4 100644
--- a/airbyte-integrations/connectors/source-nexus-datasets/manifest.yaml
+++ b/airbyte-integrations/connectors/source-nexus-datasets/manifest.yaml
@@ -1,5 +1,4 @@
 version: 6.5.0
-#6.6.0 # Ensure this matches your pyproject.toml and base image
 
 type: DeclarativeSource
 
@@ -9,21 +8,19 @@ check:
     - "datasets"
 
 definitions:
-  # Base Requester with Authentication
   base_requester:
     type: HttpRequester
     url_base: "{{ config['base_url'] }}"
     http_method: GET
     authenticator:
       type: CustomAuthenticator
-      class_name: source_declarative_manifest.components.NexusCustomAuthenticator # Ensure this Python class exists and is correctly implemented
+      class_name: source_declarative_manifest.components.NexusCustomAuthenticator
       config: "{{ config }}"
 
 streams:
   - type: DeclarativeStream
-    name: datasets # Name of your data stream
+    name: datasets
     $parameters:
-      # Dynamic path construction using config properties
       path: "rest/3.1/analytics/dataset/{{ config['dataset_name'] }}/export?mode={{ config.get('mode', 'Full') }}"
     retriever:
       type: SimpleRetriever
@@ -31,23 +28,22 @@ streams:
         type: RecordSelector
         extractor:
           type: DpathExtractor
-          field_path: [] # Assuming the records are at the root of the response, adjust if nested
+          field_path: []
       requester:
-        $ref: "#/definitions/base_requester" # Reference the shared requester
+        $ref: "#/definitions/base_requester"
       decoder:
-        type: CustomDecoder # Now using CustomDecoder
-        class_name: source_declarative_manifest.components.FlexibleDecoder # Pointing to your new Python class
-        $parameters: # Parameters passed to FlexibleDecoder's __init__
-          # file_type is removed from here as it's inferred from Content-Type header
-          config: "{{ config }}" # Explicitly pass the config object (REQUIRED for 6.36.2 CustomDecoder)
+        type: CustomDecoder
+        class_name: source_declarative_manifest.components.FlexibleDecoder
+        $parameters:
+          config: "{{ config }}"
     schema_loader:
-      type: InlineSchemaLoader
-      schema:
-        $ref: "#/schemas/datasets" # Reference the schema defined below
+      type: CustomSchemaLoader
+      class_name: "source_declarative_manifest.components.DynamicSchemaLoader"
+      config: "{{ config }}"
 
 spec:
   type: Spec
-  documentation_url: https://docs.airbyte.com/integrations/sources/nexus-datasets # Replace with your connector's documentation URL
+  documentation_url: https://docs.airbyte.com/integrations/sources/nexus-datasets
   connection_specification:
     title: Infor Nexus Datasets Spec
     type: object
@@ -59,6 +55,7 @@ spec:
       - secret_key
       - api_key
       - dataset_name
+      - dataset_model_name
     additionalProperties: true
     properties:
       base_url:
@@ -92,26 +89,18 @@ spec:
         type: string
         description: "The name of the dataset to export."
         order: 2
+      dataset_model_name:
+        title: "Dataset Model Name"
+        type: string
+        description: "The name of the dataset model to export."
+        order: 3
       mode:
         type: string
         title: Infor Streaming Mode
-        description: "Infor Streaming mode (Full or Incremental). https://developer.infornexus.com/api/version-3.1-api-methods"
+        description: "Infor Streaming mode (Full or Incremental)."
         enum:
           - Full
           - Incremental
         default: Full
         order: 4
-        additionalProperties: true # Set to false if you want to strictly define CSV options
-schemas:
-  datasets:
-    type: object
-    $schema: http://json-schema.org/draft-07/schema#
-    additionalProperties: true # IMPORTANT: Set to false if you only want the 'raw_data' column
-    properties:
-      raw_data:
-        type: ["object", "null"]
-        additionalProperties: true
-        description: "Record payload as JSON object."
-      raw_data_string:
-        type: ["string", "null"]
-        description: "Record payload as JSON string (optional)."
+        additionalProperties: true
\ No newline at end of file
diff --git a/airbyte-integrations/connectors/source-nexus-datasets/metadata.yaml b/airbyte-integrations/connectors/source-nexus-datasets/metadata.yaml
index 8c4c33510c54..ef8996b80742 100644
--- a/airbyte-integrations/connectors/source-nexus-datasets/metadata.yaml
+++ b/airbyte-integrations/connectors/source-nexus-datasets/metadata.yaml
@@ -13,7 +13,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 9e1fe63c-80ad-44fe-8927-10e66c9e209b
-  dockerImageTag: 0.1.3
+  dockerImageTag: 0.1.4
   dockerRepository: airbyte/source-nexus-datasets
   githubIssueLabel: source-nexus-datasets
   icon: nexus-datasets.svg
diff --git a/airbyte-integrations/connectors/source-ninjaone-rmm/metadata.yaml b/airbyte-integrations/connectors/source-ninjaone-rmm/metadata.yaml
index b3aa5550bc58..549b5ef190d1 100644
--- a/airbyte-integrations/connectors/source-ninjaone-rmm/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ninjaone-rmm/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-ninjaone-rmm
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 49897212-53be-4898-ba2e-b73e72d645ef
-  dockerImageTag: 0.0.32
+  dockerImageTag: 0.0.33
   dockerRepository: airbyte/source-ninjaone-rmm
   githubIssueLabel: source-ninjaone-rmm
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-nocrm/metadata.yaml b/airbyte-integrations/connectors/source-nocrm/metadata.yaml
index 33a1715b6c59..3c77bae2b8d6 100644
--- a/airbyte-integrations/connectors/source-nocrm/metadata.yaml
+++ b/airbyte-integrations/connectors/source-nocrm/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-nocrm
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b58ba2a9-6335-496d-8c55-4e9d483f49a1
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-nocrm
   githubIssueLabel: source-nocrm
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-notion/CLAUDE.md b/airbyte-integrations/connectors/source-notion/CLAUDE.md
deleted file mode 100644
index 80bcea88683f..000000000000
--- a/airbyte-integrations/connectors/source-notion/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-notion
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Recursive block retrieval that depth-first traverses nested blocks up to 30 levels
diff --git a/airbyte-integrations/connectors/source-notion/BEHAVIOR.md b/airbyte-integrations/connectors/source-notion/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-notion/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-notion/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-notion/manifest.yaml b/airbyte-integrations/connectors/source-notion/manifest.yaml
index e8b64b8efd02..1a8a81eb637f 100644
--- a/airbyte-integrations/connectors/source-notion/manifest.yaml
+++ b/airbyte-integrations/connectors/source-notion/manifest.yaml
@@ -24,7 +24,7 @@ definitions:
             header: retry-after
         response_filters:
           - type: HttpResponseFilter
-            action: RETRY
+            action: RATE_LIMITED
             http_codes:
               - 429
       - type: DefaultErrorHandler
@@ -336,6 +336,18 @@ spec:
       - auth_type
     predicate_value: OAuth2.0
     oauth_config_specification:
+      oauth_connector_input_specification:
+        consent_url: "https://api.notion.com/v1/oauth/authorize?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{state_param}}"
+        access_token_url: "https://api.notion.com/v1/oauth/token"
+        access_token_headers:
+          Authorization: "Basic {{ (client_id_value ~ ':' ~ client_secret_value) | b64encode }}"
+          Content-Type: "application/x-www-form-urlencoded"
+        access_token_params:
+          grant_type: "authorization_code"
+          code: "{{ auth_code_value }}"
+          redirect_uri: "{{ redirect_uri_value }}"
+        extract_output:
+          - access_token
       complete_oauth_output_specification:
         type: object
         properties:
diff --git a/airbyte-integrations/connectors/source-notion/metadata.yaml b/airbyte-integrations/connectors/source-notion/metadata.yaml
index 3a9e4050def4..95f6a9fc016b 100644
--- a/airbyte-integrations/connectors/source-notion/metadata.yaml
+++ b/airbyte-integrations/connectors/source-notion/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - api.notion.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6e00b415-b02e-4160-bf02-58176a0ae687
-  dockerImageTag: 4.0.2
+  dockerImageTag: 4.0.5
   dockerRepository: airbyte/source-notion
   documentationUrl: https://docs.airbyte.com/integrations/sources/notion
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-notion/unit_tests/test_source.py b/airbyte-integrations/connectors/source-notion/unit_tests/test_source.py
index c75f064ab739..35fac7676392 100644
--- a/airbyte-integrations/connectors/source-notion/unit_tests/test_source.py
+++ b/airbyte-integrations/connectors/source-notion/unit_tests/test_source.py
@@ -3,9 +3,26 @@
 #
 from unittest.mock import MagicMock
 
+import pytest
+from requests import Response
+
+from airbyte_cdk.sources.streams.http.error_handlers import ResponseAction
 from unit_tests.conftest import get_source
 
 
+def _get_stream_by_name(stream_name, config):
+    source = get_source(config)
+    streams = source.streams(config)
+    for stream in streams:
+        if stream.name == stream_name:
+            return stream
+    raise ValueError(f"Stream {stream_name} not found")
+
+
+def _get_retriever(stream):
+    return stream._stream_partition_generator._partition_factory._retriever
+
+
 def test_streams():
     config_mock = {"start_date": "2020-01-01T00:00:00.000Z", "credentials": {"auth_type": "token", "token": "abcd"}}
     source = get_source(config_mock)
@@ -20,3 +37,32 @@ def test_streams_no_start_date_in_config():
     streams = source.streams(config_mock)
     expected_streams_number = 5
     assert len(streams) == expected_streams_number
+
+
+@pytest.mark.parametrize(
+    "status_code, expected_action",
+    [
+        (200, ResponseAction.SUCCESS),
+        (429, ResponseAction.RATE_LIMITED),
+        (500, ResponseAction.RETRY),
+    ],
+)
+def test_error_handler_maps_429_to_rate_limited(status_code, expected_action):
+    """
+    Verify that HTTP 429 responses are mapped to RATE_LIMITED (not RETRY).
+
+    Using RATE_LIMITED ensures:
+    1. The CDK emits a RATE_LIMITED stream status for observability.
+    2. The CDK retries endlessly on rate limits (when exit_on_rate_limit is False),
+       preventing syncs from failing after max retries on busy workspaces.
+    """
+    config = {"start_date": "2020-01-01T00:00:00.000Z", "credentials": {"auth_type": "token", "token": "abcd"}}
+    stream = _get_stream_by_name("pages", config)
+    retriever = _get_retriever(stream)
+
+    mocked_response = MagicMock(spec=Response, status_code=status_code)
+    mocked_response.ok = status_code == 200
+    mocked_response.headers = {"Content-Type": "application/json"}
+
+    result = retriever.requester.error_handler.interpret_response(mocked_response)
+    assert result.response_action == expected_action
diff --git a/airbyte-integrations/connectors/source-nutshell/metadata.yaml b/airbyte-integrations/connectors/source-nutshell/metadata.yaml
index eb1b52185f77..0b5e5058836e 100644
--- a/airbyte-integrations/connectors/source-nutshell/metadata.yaml
+++ b/airbyte-integrations/connectors/source-nutshell/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-nutshell
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 8ac02323-03a3-4026-96f0-68573237c49a
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-nutshell
   githubIssueLabel: source-nutshell
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-nylas/metadata.yaml b/airbyte-integrations/connectors/source-nylas/metadata.yaml
index 26e58eba353d..a354b538aabf 100644
--- a/airbyte-integrations/connectors/source-nylas/metadata.yaml
+++ b/airbyte-integrations/connectors/source-nylas/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-nylas
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 136a1ee6-5b95-4e09-9f3f-5c8df35df690
-  dockerImageTag: 0.0.52
+  dockerImageTag: 0.0.53
   dockerRepository: airbyte/source-nylas
   githubIssueLabel: source-nylas
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-onepagecrm/metadata.yaml b/airbyte-integrations/connectors/source-onepagecrm/metadata.yaml
index 020a64af261a..ae73813f4682 100644
--- a/airbyte-integrations/connectors/source-onepagecrm/metadata.yaml
+++ b/airbyte-integrations/connectors/source-onepagecrm/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-onepagecrm
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d59cce29-baa8-4202-b1ca-a4759c20c908
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-onepagecrm
   githubIssueLabel: source-onepagecrm
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-onesignal/metadata.yaml b/airbyte-integrations/connectors/source-onesignal/metadata.yaml
index 246c384855e2..c8eeb9507608 100644
--- a/airbyte-integrations/connectors/source-onesignal/metadata.yaml
+++ b/airbyte-integrations/connectors/source-onesignal/metadata.yaml
@@ -3,7 +3,7 @@ data:
     hosts:
       - onesignal.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorTestSuitesOptions:
     - suite: liveTests
@@ -19,7 +19,7 @@ data:
             type: GSM
   connectorType: source
   definitionId: bb6afd81-87d5-47e3-97c4-e2c2901b1cf8
-  dockerImageTag: 1.2.50
+  dockerImageTag: 1.2.51
   dockerRepository: airbyte/source-onesignal
   documentationUrl: https://docs.airbyte.com/integrations/sources/onesignal
   githubIssueLabel: source-onesignal
diff --git a/airbyte-integrations/connectors/source-openaq/metadata.yaml b/airbyte-integrations/connectors/source-openaq/metadata.yaml
index c97d03c1cb71..1a95b63c99b6 100644
--- a/airbyte-integrations/connectors/source-openaq/metadata.yaml
+++ b/airbyte-integrations/connectors/source-openaq/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-openaq
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 5b7216ca-1d6d-4a50-89c3-067746806586
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-openaq
   githubIssueLabel: source-openaq
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-opinion-stage/metadata.yaml b/airbyte-integrations/connectors/source-opinion-stage/metadata.yaml
index fc74498f4785..1f80bc7118e8 100644
--- a/airbyte-integrations/connectors/source-opinion-stage/metadata.yaml
+++ b/airbyte-integrations/connectors/source-opinion-stage/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-opinion-stage
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2718eb27-a931-450d-91b2-8bc084f341e7
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-opinion-stage
   githubIssueLabel: source-opinion-stage
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-pabbly-subscriptions-billing/metadata.yaml b/airbyte-integrations/connectors/source-pabbly-subscriptions-billing/metadata.yaml
index 9585544fd2af..de3c6d854bfa 100644
--- a/airbyte-integrations/connectors/source-pabbly-subscriptions-billing/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pabbly-subscriptions-billing/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-pabbly-subscriptions-billing
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b461c060-9d6a-43c9-a73c-634eaf83c4bf
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-pabbly-subscriptions-billing
   githubIssueLabel: source-pabbly-subscriptions-billing
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-pardot/metadata.yaml b/airbyte-integrations/connectors/source-pardot/metadata.yaml
index 8f91ea270931..57d30b8c10e4 100644
--- a/airbyte-integrations/connectors/source-pardot/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pardot/metadata.yaml
@@ -2,7 +2,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: ad15c7ba-72a7-440b-af15-b9a963dc1a8a
-  dockerImageTag: 1.0.39
+  dockerImageTag: 1.0.40
   dockerRepository: airbyte/source-pardot
   githubIssueLabel: source-pardot
   icon: salesforcepardot.svg
@@ -34,7 +34,7 @@ data:
   connectorTestSuitesOptions:
     - suite: unitTests
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: Pardot API reference
       url: https://developer.salesforce.com/docs/marketing/pardot/overview
diff --git a/airbyte-integrations/connectors/source-partnerize/metadata.yaml b/airbyte-integrations/connectors/source-partnerize/metadata.yaml
index 417d5489e957..5c81c46eab02 100644
--- a/airbyte-integrations/connectors/source-partnerize/metadata.yaml
+++ b/airbyte-integrations/connectors/source-partnerize/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-partnerize
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f3a62a08-635e-4e54-93c8-fc6c7b13ff68
-  dockerImageTag: 0.0.32
+  dockerImageTag: 0.0.33
   dockerRepository: airbyte/source-partnerize
   githubIssueLabel: source-partnerize
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-paypal-transaction/metadata.yaml b/airbyte-integrations/connectors/source-paypal-transaction/metadata.yaml
index d63b144abc97..f5a5285d6611 100644
--- a/airbyte-integrations/connectors/source-paypal-transaction/metadata.yaml
+++ b/airbyte-integrations/connectors/source-paypal-transaction/metadata.yaml
@@ -7,11 +7,11 @@ data:
       - api-m.paypal.com
       - api-m.sandbox.paypal.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d913b0f2-cc51-4e55-a44c-8ba1697b9239
-  dockerImageTag: 2.6.29
+  dockerImageTag: 2.6.30
   dockerRepository: airbyte/source-paypal-transaction
   documentationUrl: https://docs.airbyte.com/integrations/sources/paypal-transaction
   githubIssueLabel: source-paypal-transaction
diff --git a/airbyte-integrations/connectors/source-paystack/metadata.yaml b/airbyte-integrations/connectors/source-paystack/metadata.yaml
index 2740c1b4692f..dfb0d56a6243 100644
--- a/airbyte-integrations/connectors/source-paystack/metadata.yaml
+++ b/airbyte-integrations/connectors/source-paystack/metadata.yaml
@@ -5,7 +5,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 193bdcb8-1dd9-48d1-aade-91cadfd74f9b
-  dockerImageTag: 1.1.27
+  dockerImageTag: 1.1.28
   dockerRepository: airbyte/source-paystack
   githubIssueLabel: source-paystack
   icon: paystack.svg
@@ -51,7 +51,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: Paystack API reference
       url: https://paystack.com/docs/api/
diff --git a/airbyte-integrations/connectors/source-pendo/metadata.yaml b/airbyte-integrations/connectors/source-pendo/metadata.yaml
index 5252fb48df59..c8660498e741 100644
--- a/airbyte-integrations/connectors/source-pendo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pendo/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 100
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b1ccb590-e84f-46c0-83a0-2048ccfffdae
-  dockerImageTag: 0.2.46
+  dockerImageTag: 0.2.47
   dockerRepository: airbyte/source-pendo
   documentationUrl: https://docs.airbyte.com/integrations/sources/pendo
   githubIssueLabel: source-pendo
diff --git a/airbyte-integrations/connectors/source-pennylane/metadata.yaml b/airbyte-integrations/connectors/source-pennylane/metadata.yaml
index 283bceea16df..974786be43b7 100644
--- a/airbyte-integrations/connectors/source-pennylane/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pennylane/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-pennylane
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b9e4a306-4e3b-4387-a01d-c00d03d8c28c
-  dockerImageTag: 0.3.29
+  dockerImageTag: 0.3.30
   dockerRepository: airbyte/source-pennylane
   githubIssueLabel: source-pennylane
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-persona/metadata.yaml b/airbyte-integrations/connectors/source-persona/metadata.yaml
index 55200259f2b8..8af3f65c94eb 100644
--- a/airbyte-integrations/connectors/source-persona/metadata.yaml
+++ b/airbyte-integrations/connectors/source-persona/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-persona
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7e55429a-a1ea-43c2-81c2-4fc3cf88f81f
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-persona
   githubIssueLabel: source-persona
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-picqer/metadata.yaml b/airbyte-integrations/connectors/source-picqer/metadata.yaml
index ea8f2db22ea4..c26733560bbb 100644
--- a/airbyte-integrations/connectors/source-picqer/metadata.yaml
+++ b/airbyte-integrations/connectors/source-picqer/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-picqer
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 860ca029-c88c-4c0a-a7d8-08ce6e84729c
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-picqer
   githubIssueLabel: source-picqer
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-pinterest/CLAUDE.md b/airbyte-integrations/connectors/source-pinterest/CLAUDE.md
deleted file mode 100644
index 88fd05cc987b..000000000000
--- a/airbyte-integrations/connectors/source-pinterest/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-pinterest
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Analytics retry wait time parsed from response body message text via regex
diff --git a/airbyte-integrations/connectors/source-pinterest/BEHAVIOR.md b/airbyte-integrations/connectors/source-pinterest/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-pinterest/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-pinterest/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-pipeliner/metadata.yaml b/airbyte-integrations/connectors/source-pipeliner/metadata.yaml
index d92d9685b85d..1019bbaa808c 100644
--- a/airbyte-integrations/connectors/source-pipeliner/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pipeliner/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-pipeliner
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 39fd5da7-5713-446b-a9c6-c695f0352f20
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-pipeliner
   githubIssueLabel: source-pipeliner
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-planhat/metadata.yaml b/airbyte-integrations/connectors/source-planhat/metadata.yaml
index f993ac80ed40..2ec81d66e101 100644
--- a/airbyte-integrations/connectors/source-planhat/metadata.yaml
+++ b/airbyte-integrations/connectors/source-planhat/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-planhat
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 03fdd212-bd09-4e7b-b472-5b8f1b73969b
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-planhat
   githubIssueLabel: source-planhat
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-pokeapi/metadata.yaml b/airbyte-integrations/connectors/source-pokeapi/metadata.yaml
index fe92142b8468..936d53d9f50d 100644
--- a/airbyte-integrations/connectors/source-pokeapi/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pokeapi/metadata.yaml
@@ -18,11 +18,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6371b14b-bc68-4236-bfbd-468e8df8e968
-  dockerImageTag: 0.3.51
+  dockerImageTag: 0.3.52
   dockerRepository: airbyte/source-pokeapi
   githubIssueLabel: source-pokeapi
   icon: pokeapi.svg
diff --git a/airbyte-integrations/connectors/source-poplar/metadata.yaml b/airbyte-integrations/connectors/source-poplar/metadata.yaml
index 867a1a59941a..4b563e6ef361 100644
--- a/airbyte-integrations/connectors/source-poplar/metadata.yaml
+++ b/airbyte-integrations/connectors/source-poplar/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-poplar
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2d9f2646-1e32-4336-abbe-7e5e113b479e
-  dockerImageTag: 0.0.34
+  dockerImageTag: 0.0.35
   dockerRepository: airbyte/source-poplar
   githubIssueLabel: source-poplar
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-postgres/README.md b/airbyte-integrations/connectors/source-postgres/README.md
deleted file mode 100644
index 5e8175d6ede4..000000000000
--- a/airbyte-integrations/connectors/source-postgres/README.md
+++ /dev/null
@@ -1,35 +0,0 @@
-# Postgres Source
-
-## Performance Test
-
-To run performance tests in commandline:
-
-```shell
-./gradlew :airbyte-integrations:connectors:source-postgres:performanceTest [--cpulimit=cpulimit/<limit>] [--memorylimit=memorylimit/<limit>]
-```
-
-In pull request:
-
-```shell
-/test-performance connector=connectors/source-postgres [--cpulimit=cpulimit/<limit>] [--memorylimit=memorylimit/<limit>]
-```
-
-- `cpulimit`: Limit the number of CPUs. The minimum is `2`. E.g. `--cpulimit=cpulimit/2`.
-- `memorylimit`: Limit the size of the memory. Must include the unit at the end (e.g. `MB`, `GB`). The minimum size is `6MB`. E.g. `--memorylimit=memorylimit/4GB`.
-- When none of the CPU or memory limit is provided, the performance tests will run without memory or CPU limitations. The available resource will be bound that those specified in `ResourceRequirements.java`.
-
-### Use Postgres script to populate the benchmark database
-
-In order to create a database with a certain number of tables, and a certain number of records in each of them,
-you need to follow a few simple steps.
-
-1. Create a new database.
-2. Follow the TODOs in [3-run-script.sql](src/test-performance/sql/3-run-script.sql) to change the number of tables, and the number of records of different sizes.
-3. On the new database, run the following script:
-   ```shell
-   cd airbyte-integrations/connectors/source-postgres
-   psql -h <host> -d <db-name> -U <username> -p <port> -a -q -f src/test-performance/sql/1-create-copy-tables-procedure.sql
-   psql -h <host> -d <db-name> -U <username> -p <port> -a -q -f src/test-performance/sql/2-create-insert-rows-to-table-procedure.sql
-   psql -h <host> -d <db-name> -U <username> -p <port> -a -q -f src/test-performance/sql/3-run-script.sql
-   ```
-4. After the script finishes, you will receive the number of tables specified in the script, with names starting with **test_0** and ending with **test\_(the number of tables minus 1)**.
diff --git a/airbyte-integrations/connectors/source-postgres/acceptance-test-config.yml b/airbyte-integrations/connectors/source-postgres/acceptance-test-config.yml
deleted file mode 100644
index 3a276354bb7e..000000000000
--- a/airbyte-integrations/connectors/source-postgres/acceptance-test-config.yml
+++ /dev/null
@@ -1,104 +0,0 @@
-# See [Connector Acceptance Tests](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference)
-# for more information about how to configure these tests
-connector_image: airbyte/source-postgres:dev
-custom_environment_variables:
-  USE_STREAM_CAPABLE_STATE: true
-acceptance_tests:
-  client_container_config:
-    client_container_dockerfile_path: "integration_tests/Dockerfile"
-    final_teardown_command:
-      - "python"
-      - "./hook.py"
-      - "final_teardown"
-  spec:
-    tests:
-      - spec_path: "src/test-integration/resources/expected_spec.json"
-        config_path: "secrets/config.json"
-        backward_compatibility_tests_config:
-          disable_for_version: "1.0.52"
-      - spec_path: "src/test-integration/resources/expected_strict_encrypt_spec.json"
-        config_path: "secrets/config.json"
-        deployment_mode: cloud
-        backward_compatibility_tests_config:
-          disable_for_version: "1.0.52"
-  connection:
-    tests:
-      - config_path: "secrets/config.json"
-        status: "succeed"
-  discovery:
-    tests:
-      - config_path: "secrets/config.json"
-        backward_compatibility_tests_config:
-          disable_for_version: "2.1.1"
-  basic_read:
-    tests:
-      - config_path: "integration_tests/temp/config_active.json"
-        configured_catalog_path: "integration_tests/temp/configured_catalog_copy.json"
-        expect_records:
-          path: "integration_tests/expected_records.txt"
-        client_container_config:
-          client_container_dockerfile_path: "integration_tests/Dockerfile"
-          secrets_path: "secrets/config.json"
-          setup_command:
-            - "python"
-            - "./hook.py"
-            - "setup"
-          teardown_command:
-            - "python"
-            - "./hook.py"
-            - "teardown"
-  full_refresh:
-    tests:
-      - config_path: "integration_tests/temp/config_active.json"
-        configured_catalog_path: "integration_tests/temp/configured_catalog_copy.json"
-        client_container_config:
-          client_container_dockerfile_path: "integration_tests/Dockerfile"
-          secrets_path: "secrets/config.json"
-          setup_command:
-            - "python"
-            - "./hook.py"
-            - "setup"
-          teardown_command:
-            - "python"
-            - "./hook.py"
-            - "teardown"
-  incremental:
-    tests:
-      - config_path: "integration_tests/temp/config_active.json"
-        configured_catalog_path: "integration_tests/temp/incremental_configured_catalog_copy.json"
-        client_container_config:
-          client_container_dockerfile_path: "integration_tests/Dockerfile"
-          secrets_path: "secrets/config.json"
-          setup_command:
-            - "python"
-            - "./hook.py"
-            - "setup"
-          teardown_command:
-            - "python"
-            - "./hook.py"
-            - "teardown"
-          between_syncs_command:
-            - "python"
-            - "./hook.py"
-            - "insert"
-        future_state:
-          future_state_path: "integration_tests/temp/abnormal_state_copy.json"
-      - config_path: "integration_tests/temp/config_cdc_active.json"
-        configured_catalog_path: "integration_tests/temp/incremental_configured_catalog_copy.json"
-        client_container_config:
-          client_container_dockerfile_path: "integration_tests/Dockerfile"
-          secrets_path: "secrets/config_cdc.json"
-          setup_command:
-            - "python"
-            - "./hook.py"
-            - "setup_cdc"
-          between_syncs_command:
-            - "python"
-            - "./hook.py"
-            - "insert"
-          teardown_command:
-            - "python"
-            - "./hook.py"
-            - "teardown"
-        future_state:
-          bypass_reason: "CDC does not have a future state as LSN will be absent from DB, triggering a full refresh"
diff --git a/airbyte-integrations/connectors/source-postgres/build.gradle b/airbyte-integrations/connectors/source-postgres/build.gradle
index 91b54d89f736..287bb383e4ea 100644
--- a/airbyte-integrations/connectors/source-postgres/build.gradle
+++ b/airbyte-integrations/connectors/source-postgres/build.gradle
@@ -1,66 +1,31 @@
-import org.jsonschema2pojo.SourceType
-
 plugins {
-    id 'airbyte-java-connector'
-    id 'com.github.eirnym.js2p'
+    id 'airbyte-bulk-connector'
     id "io.airbyte.gradle.docker"
     id 'airbyte-connector-docker-convention'
 }
 
-java {
-    compileJava {
-        options.compilerArgs += "-Xlint:-try,-rawtypes,-unchecked"
-    }
-}
-
-airbyteJavaConnector {
-    cdkVersionRequired = '0.48.14'
-    features = ['db-sources', 'datastore-postgres']
-    useLocalCdk = false
-}
-
 application {
     mainClass = 'io.airbyte.integrations.source.postgres.PostgresSource'
-    applicationDefaultJvmArgs = ['-XX:+ExitOnOutOfMemoryError', '-XX:MaxRAMPercentage=75.0']
 }
 
-dependencies {
-    api "com.google.protobuf:protobuf-java:3.25.5" // for fixing vulnerability of protobuf-java used by Debezium
-    implementation 'commons-codec:commons-codec:1.16.0'
-    implementation 'io.debezium:debezium-embedded:3.0.1.Final'
-    implementation 'io.debezium:debezium-connector-postgres:3.0.1.Final'
-    implementation('org.postgresql:postgresql') {
-        version {
-            strictly '42.6.1'
-        }
-    }
-    implementation 'com.azure:azure-identity:1.15.3'
-
-    testFixturesApi 'org.testcontainers:postgresql:1.19.0'
-
-    testImplementation 'org.hamcrest:hamcrest-all:1.3'
+airbyteBulkConnector {
+    core = 'extract'
+    toolkits = ['extract-jdbc', 'extract-cdc', 'source-tests']
 }
 
-jsonSchema2Pojo {
-    sourceType = SourceType.YAMLSCHEMA
-    source = files("${sourceSets.main.output.resourcesDir}/internal_models")
-    targetDirectory = new File(project.buildDir, 'generated/src/gen/java/')
-    removeOldOutput = true
-
-    targetPackage = 'io.airbyte.integrations.source.postgres.internal.models'
+dependencies {
+    implementation 'com.azure:azure-identity:1.17.0'
+    // version specified by the debezium bom dependency in the cdc toolkit
+    implementation 'io.debezium:debezium-connector-postgres'
+    // Use Postgres JDBC driver version specified by Debezium
+    implementation 'org.postgresql:postgresql'
 
-    useLongIntegers = true
-    generateBuilders = true
-    includeConstructors = false
-    includeSetters = true
-}
+    testImplementation("io.mockk:mockk:1.14.7")
 
-compileKotlin {
-    dependsOn {
-        generateJsonSchema2Pojo
-    }
+    testFixturesImplementation 'org.testcontainers:postgresql:1.21.3'
+    testFixturesImplementation testFixtures(project(":airbyte-cdk:bulk:toolkits:bulk-cdk-toolkit-legacy-source-integration-tests"))
 }
 
-tasks.named('sourcesJar').configure {
-    dependsOn tasks.named('generateJsonSchema2Pojo')
+configurations {
+    integrationTestImplementation.extendsFrom testFixturesImplementation
 }
diff --git a/airbyte-integrations/connectors/source-postgres/gradle.properties b/airbyte-integrations/connectors/source-postgres/gradle.properties
index 1d521dcf17f4..b260fb72fe2b 100644
--- a/airbyte-integrations/connectors/source-postgres/gradle.properties
+++ b/airbyte-integrations/connectors/source-postgres/gradle.properties
@@ -1,3 +1,3 @@
 testExecutionConcurrency=-1
-
 JunitMethodExecutionTimeout=5m
+cdkVersion=1.1.1
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/Dockerfile b/airbyte-integrations/connectors/source-postgres/integration_tests/Dockerfile
deleted file mode 100644
index 789335a6afaf..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/Dockerfile
+++ /dev/null
@@ -1,19 +0,0 @@
-# Use a base image with PostgreSQL client
-FROM python:3.9
-
-RUN apt-get update && apt-get install -y \
-    libpq-dev \
-    gcc \
-    && rm -rf /var/lib/apt/lists/* \
-
-WORKDIR /usr/src/app
-
-# Copy the script to the container
-COPY seed/hook.py .
-COPY seed/requirement.txt .
-
-RUN pip install --no-cache-dir -r ./requirement.txt
-
-# Give execution rights to the script and pre-generate all scripts.
-RUN chmod +x ./hook.py
-RUN python ./hook.py prepare
\ No newline at end of file
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/README.md b/airbyte-integrations/connectors/source-postgres/integration_tests/README.md
deleted file mode 100644
index e41730dd3491..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/README.md
+++ /dev/null
@@ -1,6 +0,0 @@
-This directory contains files used to run Connector Acceptance Tests.
-
-- `abnormal_state.json` describes a connector state with a non-existing cursor value.
-- `expected_records.txt` lists all the records expected as the output of the basic read operation.
-- `incremental_configured_catalog.json` is a configured catalog used as an input of the `incremental` test.
-- `seed.sql` is the query we manually ran on a test postgres instance to seed it with test data and enable CDC.
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/abnormal_state_template.json b/airbyte-integrations/connectors/source-postgres/integration_tests/abnormal_state_template.json
deleted file mode 100644
index a17c2c6041c8..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/abnormal_state_template.json
+++ /dev/null
@@ -1,20 +0,0 @@
-[
-  {
-    "type": "STREAM",
-    "stream": {
-      "stream_state": {
-        "version": 2,
-        "state_type": "cursor_based",
-        "stream_name": "id_and_name_cat",
-        "cursor_field": ["id"],
-        "cursor": "6",
-        "cursor_record_count": 1,
-        "stream_namespace": "%s"
-      },
-      "stream_descriptor": {
-        "name": "id_and_name_cat",
-        "namespace": "%s"
-      }
-    }
-  }
-]
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/acceptance.py b/airbyte-integrations/connectors/source-postgres/integration_tests/acceptance.py
deleted file mode 100644
index a612c74fc689..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/acceptance.py
+++ /dev/null
@@ -1,17 +0,0 @@
-#
-# Copyright (c) 2023 Airbyte, Inc., all rights reserved.
-#
-
-
-import pytest
-
-
-pytest_plugins = ("connector_acceptance_test.plugin",)
-
-
-@pytest.fixture(scope="session", autouse=True)
-def connector_setup():
-    """This fixture is a placeholder for external resources that acceptance test might require."""
-    # TODO: setup test dependencies if needed. otherwise remove the TODO comments
-    yield
-    # TODO: clean up test dependencies
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/configured_catalog_template.json b/airbyte-integrations/connectors/source-postgres/integration_tests/configured_catalog_template.json
deleted file mode 100644
index a1cf9de07799..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/configured_catalog_template.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-  "streams": [
-    {
-      "stream": {
-        "name": "id_and_name_cat",
-        "json_schema": {
-          "type": "object",
-          "properties": {
-            "name": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            }
-          }
-        },
-        "supported_sync_modes": ["full_refresh", "incremental"],
-        "default_cursor_field": [],
-        "source_defined_primary_key": [],
-        "namespace": "%s"
-      },
-      "sync_mode": "full_refresh",
-      "destination_sync_mode": "append",
-      "cursor_field": ["id"],
-      "user_defined_primary_key": ["id"]
-    }
-  ]
-}
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/expected_records.txt b/airbyte-integrations/connectors/source-postgres/integration_tests/expected_records.txt
deleted file mode 100644
index 8c60e5d1ee18..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/expected_records.txt
+++ /dev/null
@@ -1,3 +0,0 @@
-{"stream": "id_and_name_cat", "data": {"id": "1", "name": "one"}, "emitted_at": 999999}
-{"stream": "id_and_name_cat", "data": {"id": "2", "name": "two"}, "emitted_at": 999999}
-{"stream": "id_and_name_cat", "data": {"id": "3", "name": "three"}, "emitted_at": 999999}
\ No newline at end of file
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/incremental_configured_catalog_template.json b/airbyte-integrations/connectors/source-postgres/integration_tests/incremental_configured_catalog_template.json
deleted file mode 100644
index 90ee287fc467..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/incremental_configured_catalog_template.json
+++ /dev/null
@@ -1,28 +0,0 @@
-{
-  "streams": [
-    {
-      "stream": {
-        "name": "id_and_name_cat",
-        "json_schema": {
-          "type": "object",
-          "properties": {
-            "name": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            }
-          }
-        },
-        "supported_sync_modes": ["full_refresh", "incremental"],
-        "default_cursor_field": [],
-        "source_defined_primary_key": [],
-        "namespace": "%s"
-      },
-      "sync_mode": "incremental",
-      "destination_sync_mode": "append",
-      "cursor_field": ["id"],
-      "user_defined_primary_key": ["id"]
-    }
-  ]
-}
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/seed.sql b/airbyte-integrations/connectors/source-postgres/integration_tests/seed.sql
deleted file mode 100644
index 48910082f86f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/seed.sql
+++ /dev/null
@@ -1,36 +0,0 @@
-ALTER ROLE postgres WITH REPLICATION;
-
-CREATE
-    TABLE
-        id_and_name(
-            id INTEGER,
-            name VARCHAR(200)
-        );
-
-INSERT
-    INTO
-        id_and_name(
-            id,
-            name
-        )
-    VALUES(
-        1,
-        'picard'
-    ),
-    (
-        2,
-        'crusher'
-    ),
-    (
-        3,
-        'vash'
-    );
-
-SELECT
-    pg_create_logical_replication_slot(
-        'debezium_slot',
-        'pgoutput'
-    );
-
-CREATE
-    PUBLICATION publication FOR ALL TABLES;
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/basic.sql b/airbyte-integrations/connectors/source-postgres/integration_tests/seed/basic.sql
deleted file mode 100644
index d7cb4fda899e..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/basic.sql
+++ /dev/null
@@ -1,334 +0,0 @@
-CREATE
-    SCHEMA POSTGRES_BASIC;
-
-CREATE
-    TYPE mood AS ENUM(
-        'sad',
-        'ok',
-        'happy'
-    );
-
-CREATE
-    TYPE inventory_item AS(
-        name text,
-        supplier_id INTEGER,
-        price NUMERIC
-    );
-SET
-lc_monetary TO 'en_US.utf8';
-SET
-TIMEZONE TO 'MST';
-
-CREATE
-    EXTENSION hstore;
-
-CREATE
-    TABLE
-        POSTGRES_BASIC.TEST_DATASET(
-            id INTEGER PRIMARY KEY,
-            test_column_1 BIGINT,
-            test_column_11 CHAR,
-            test_column_12 CHAR(8),
-            test_column_13 CHARACTER,
-            test_column_14 CHARACTER(8),
-            test_column_15 text,
-            test_column_16 VARCHAR,
-            test_column_20 DATE NOT NULL DEFAULT now(),
-            test_column_21 DATE,
-            test_column_23 FLOAT,
-            test_column_24 DOUBLE PRECISION,
-            test_column_27 INT,
-            test_column_28 INTEGER,
-            test_column_3 BIT(1),
-            test_column_4 BIT(3),
-            test_column_44 REAL,
-            test_column_46 SMALLINT,
-            test_column_51 TIME WITHOUT TIME ZONE,
-            test_column_52 TIME,
-            test_column_53 TIME WITHOUT TIME ZONE NOT NULL DEFAULT now(),
-            test_column_54 TIMESTAMP,
-            test_column_55 TIMESTAMP WITHOUT TIME ZONE,
-            test_column_56 TIMESTAMP WITHOUT TIME ZONE DEFAULT now(),
-            test_column_57 TIMESTAMP,
-            test_column_58 TIMESTAMP WITHOUT TIME ZONE,
-            test_column_59 TIMESTAMP WITHOUT TIME ZONE NOT NULL DEFAULT now(),
-            test_column_60 TIMESTAMP WITH TIME ZONE,
-            test_column_61 timestamptz,
-            test_column_7 bool,
-            test_column_70 TIME WITH TIME ZONE,
-            test_column_71 timetz,
-            test_column_8 BOOLEAN
-        );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        1,
-        - 9223372036854775808,
-        'a',
-        '{asb123}',
-        'a',
-        '{asb123}',
-        'a',
-        'a',
-        '1999-01-08',
-        '1999-01-08',
-        '123',
-        '123',
-        1001,
-        1001,
-        B'0',
-        B'101',
-        3.4145,
-        - 32768,
-        '13:00:01',
-        '13:00:01',
-        '13:00:01',
-        TIMESTAMP '2004-10-19 10:23:00',
-        TIMESTAMP '2004-10-19 10:23:00',
-        TIMESTAMP '2004-10-19 10:23:00',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08',
-        TRUE,
-        '13:00:01',
-        '13:00:01',
-        TRUE
-    );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        2,
-        9223372036854775807,
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        'abc',
-        'abc',
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        - 2147483648,
-        - 2147483648,
-        B'0',
-        B'101',
-        3.4145,
-        32767,
-        '13:00:02+8',
-        '13:00:02+8',
-        '13:00:02+8',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08',
-        'yes',
-        '13:00:00+8',
-        '13:00:00+8',
-        'yes'
-    );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        3,
-        0,
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        'Миші йдуть на південь, не питай чому;',
-        'Миші йдуть на південь, не питай чому;',
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        2147483647,
-        2147483647,
-        B'0',
-        B'101',
-        3.4145,
-        32767,
-        '13:00:03-8',
-        '13:00:03-8',
-        '13:00:03-8',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC',
-        TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC',
-        '1',
-        '13:00:03-8',
-        '13:00:03-8',
-        '1'
-    );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        4,
-        0,
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '櫻花分店',
-        '櫻花分店',
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        2147483647,
-        2147483647,
-        B'0',
-        B'101',
-        3.4145,
-        32767,
-        '13:00:04Z',
-        '13:00:04Z',
-        '13:00:04Z',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC',
-        FALSE,
-        '13:00:04Z',
-        '13:00:04Z',
-        FALSE
-    );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        5,
-        0,
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '',
-        '',
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        2147483647,
-        2147483647,
-        B'0',
-        B'101',
-        3.4145,
-        32767,
-        '13:00:05.01234Z+8',
-        '13:00:05.01234Z+8',
-        '13:00:05.01234Z+8',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        'no',
-        '13:00:05.012345Z+8',
-        '13:00:05.012345Z+8',
-        'no'
-    );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        6,
-        0,
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '\xF0\x9F\x9A\x80',
-        '\xF0\x9F\x9A\x80',
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        2147483647,
-        2147483647,
-        B'0',
-        B'101',
-        3.4145,
-        32767,
-        '13:00:00Z-8',
-        '13:00:00Z-8',
-        '13:00:00Z-8',
-        'epoch',
-        'epoch',
-        'epoch',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        '0',
-        '13:00:06.00000Z-8',
-        '13:00:06.00000Z-8',
-        '0'
-    );
-
-INSERT
-    INTO
-        POSTGRES_BASIC.TEST_DATASET
-    VALUES(
-        7,
-        0,
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '\xF0\x9F\x9A\x80',
-        '\xF0\x9F\x9A\x80',
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        2147483647,
-        2147483647,
-        B'0',
-        B'101',
-        3.4145,
-        32767,
-        '24:00:00',
-        '24:00:00',
-        '24:00:00',
-        'epoch',
-        'epoch',
-        'epoch',
-        0,
-        0,
-        0,
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        '0',
-        '13:00:06.00000Z-8',
-        '13:00:06.00000Z-8',
-        '0'
-    );
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/full.sql b/airbyte-integrations/connectors/source-postgres/integration_tests/seed/full.sql
deleted file mode 100644
index 26edf7749a9f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/full.sql
+++ /dev/null
@@ -1,825 +0,0 @@
-CREATE
-    SCHEMA POSTGRES_FULL;
-
-CREATE
-    TYPE mood AS ENUM(
-        'sad',
-        'ok',
-        'happy'
-    );
-
-CREATE
-    TYPE inventory_item AS(
-        name text,
-        supplier_id INTEGER,
-        price NUMERIC
-    );
-SET
-lc_monetary TO 'en_US.utf8';
-SET
-TIMEZONE TO 'MST';
-
-CREATE
-    EXTENSION hstore;
-
-CREATE
-    TABLE
-        POSTGRES_FULL.TEST_DATASET(
-            id INTEGER PRIMARY KEY,
-            test_column_1 BIGINT,
-            test_column_10 bytea,
-            test_column_11 CHAR,
-            test_column_12 CHAR(8),
-            test_column_13 CHARACTER,
-            test_column_14 CHARACTER(8),
-            test_column_15 text,
-            test_column_16 VARCHAR,
-            test_column_17 CHARACTER VARYING(10),
-            test_column_18 cidr,
-            test_column_19 circle,
-            test_column_2 bigserial,
-            test_column_20 DATE NOT NULL DEFAULT now(),
-            test_column_21 DATE,
-            test_column_22 float8,
-            test_column_23 FLOAT,
-            test_column_24 DOUBLE PRECISION,
-            test_column_25 inet,
-            test_column_26 int4,
-            test_column_27 INT,
-            test_column_28 INTEGER,
-            test_column_29 INTERVAL,
-            test_column_3 BIT(1),
-            test_column_30 json,
-            test_column_31 jsonb,
-            test_column_32 line,
-            test_column_33 lseg,
-            test_column_34 macaddr,
-            test_column_35 macaddr8,
-            test_column_36 money,
-            test_column_37 DECIMAL,
-            test_column_38 NUMERIC,
-            test_column_39 PATH,
-            test_column_4 BIT(3),
-            test_column_40 pg_lsn,
-            test_column_41 point,
-            test_column_42 polygon,
-            test_column_43 float4,
-            test_column_44 REAL,
-            test_column_45 int2,
-            test_column_46 SMALLINT,
-            test_column_47 serial2,
-            test_column_48 smallserial,
-            test_column_49 serial4,
-            test_column_5 BIT VARYING(5),
-            test_column_51 TIME WITHOUT TIME ZONE,
-            test_column_52 TIME,
-            test_column_53 TIME WITHOUT TIME ZONE NOT NULL DEFAULT now(),
-            test_column_54 TIMESTAMP,
-            test_column_55 TIMESTAMP WITHOUT TIME ZONE,
-            test_column_56 TIMESTAMP WITHOUT TIME ZONE DEFAULT now(),
-            test_column_57 TIMESTAMP,
-            test_column_58 TIMESTAMP WITHOUT TIME ZONE,
-            test_column_59 TIMESTAMP WITHOUT TIME ZONE NOT NULL DEFAULT now(),
-            test_column_6 BIT VARYING(5),
-            test_column_60 TIMESTAMP WITH TIME ZONE,
-            test_column_61 timestamptz,
-            test_column_62 tsquery,
-            test_column_63 tsvector,
-            test_column_64 uuid,
-            test_column_65 xml,
-            test_column_66 mood,
-            test_column_67 tsrange,
-            test_column_68 inventory_item,
-            test_column_69 hstore,
-            test_column_7 bool,
-            test_column_70 TIME WITH TIME ZONE,
-            test_column_71 timetz,
-            test_column_72 INT2 [],
-            test_column_73 INT4 [],
-            test_column_74 INT8 [],
-            test_column_75 OID [],
-            test_column_76 VARCHAR [],
-            test_column_77 CHAR(1)[],
-            test_column_78 BPCHAR(2)[],
-            test_column_79 TEXT [],
-            test_column_8 BOOLEAN,
-            test_column_80 NAME [],
-            test_column_81 NUMERIC [],
-            test_column_82 DECIMAL [],
-            test_column_83 FLOAT4 [],
-            test_column_84 FLOAT8 [],
-            test_column_85 MONEY [],
-            test_column_86 BOOL [],
-            test_column_87 BIT [],
-            test_column_88 BYTEA [],
-            test_column_89 DATE [],
-            test_column_9 box,
-            test_column_90 TIME(6)[],
-            test_column_91 TIMETZ [],
-            test_column_92 TIMESTAMPTZ [],
-            test_column_93 TIMESTAMP []
-        );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        1,
-        - 9223372036854775808,
-        NULL,
-        'a',
-        '{asb123}',
-        'a',
-        '{asb123}',
-        'a',
-        'a',
-        '{asb123}',
-        NULL,
-        '(5,7),10',
-        1,
-        '1999-01-08',
-        '1999-01-08',
-        '123',
-        '123',
-        '123',
-        '198.24.10.0/24',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        B'0',
-        NULL,
-        NULL,
-        '{4,5,6}',
-        '((3,7),(15,18))',
-        NULL,
-        NULL,
-        NULL,
-        '123',
-        '123',
-        '((3,7),(15,18))',
-        B'101',
-        '7/A25801C8'::pg_lsn,
-        '(3,7)',
-        '((3,7),(15,18))',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        1,
-        1,
-        1,
-        B'101',
-        '13:00:01',
-        '13:00:01',
-        '13:00:01',
-        TIMESTAMP '2004-10-19 10:23:00',
-        TIMESTAMP '2004-10-19 10:23:00',
-        TIMESTAMP '2004-10-19 10:23:00',
-        'infinity',
-        'infinity',
-        'infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08',
-        NULL,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        XMLPARSE(
-            DOCUMENT '<?xml version="1.0"?><book><title>Manual</title><chapter>...</chapter></book>'
-        ),
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        TRUE,
-        NULL,
-        NULL,
-        '{1,2,3}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        TRUE,
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((3,7),(15,18))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        2,
-        9223372036854775807,
-        decode(
-            '1234',
-            'hex'
-        ),
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        'abc',
-        'abc',
-        '{asb12}',
-        '192.168.100.128/25',
-        '(0,0),0',
-        9223372036854775807,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.24.10.0',
-        1001,
-        1001,
-        1001,
-        'P1Y2M3DT4H5M6S',
-        NULL,
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08:00:2b:01:02:03',
-        '08:00:2b:01:02:03:04:05',
-        '999.99',
-        NULL,
-        NULL,
-        '((0,0),(0,0))',
-        NULL,
-        '0/0'::pg_lsn,
-        '(0,0)',
-        '((0,0),(0,0))',
-        3.4145,
-        3.4145,
-        - 32768,
-        - 32768,
-        32767,
-        32767,
-        2147483647,
-        NULL,
-        '13:00:02+8',
-        '13:00:02+8',
-        '13:00:02+8',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        NULL,
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08',
-        'fat & (rat | cat)'::tsquery,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        'yes',
-        '13:00:01',
-        '13:00:01',
-        '{4,5,6}',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        'yes',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '((0,0),(0,0))',
-        NULL,
-        NULL,
-        NULL,
-        NULL
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        3,
-        0,
-        '1234',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        'Миші йдуть на південь, не питай чому;',
-        'Миші йдуть на південь, не питай чому;',
-        NULL,
-        '192.168/24',
-        '(-10,-4),10',
-        0,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '198.10/8',
-        - 2147483648,
-        - 2147483648,
-        - 2147483648,
-        '-178000000',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '08-00-2b-01-02-04',
-        '08-00-2b-01-02-03-04-06',
-        '1,001.01',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        NULL,
-        NULL,
-        NULL,
-        '(999999999999999999999999,0)',
-        '((0,0),(999999999999999999999999,0))',
-        NULL,
-        NULL,
-        32767,
-        32767,
-        0,
-        0,
-        0,
-        NULL,
-        '13:00:03-8',
-        '13:00:03-8',
-        '13:00:03-8',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC',
-        TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC',
-        'fat:ab & cat'::tsquery,
-        NULL,
-        NULL,
-        '',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '1',
-        '13:00:00+8',
-        '13:00:00+8',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '1',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        4,
-        NULL,
-        'abcd',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '櫻花分店',
-        '櫻花分店',
-        NULL,
-        '192.168.1',
-        NULL,
-        - 9223372036854775808,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        2147483647,
-        2147483647,
-        2147483647,
-        '178000000',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '08002b:010205',
-        '08002b:0102030407',
-        '-1,000',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        - 32767,
-        - 32767,
-        - 2147483647,
-        NULL,
-        '13:00:04Z',
-        '13:00:04Z',
-        '13:00:04Z',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        FALSE,
-        '13:00:03-8',
-        '13:00:03-8',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        FALSE,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        5,
-        NULL,
-        '\xabcd',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '',
-        '',
-        NULL,
-        '128.1',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '$999.99',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '13:00:05.01234Z+8',
-        '13:00:05.01234Z+8',
-        '13:00:05.01234Z+8',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        'no',
-        '13:00:04Z',
-        '13:00:04Z',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        'no',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        6,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '2001:4f8:3:ba::/64',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '$1001.01',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '13:00:00Z-8',
-        '13:00:00Z-8',
-        '13:00:00Z-8',
-        'epoch',
-        'epoch',
-        'epoch',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '0',
-        '13:00:05.012345Z+8',
-        '13:00:05.012345Z+8',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '0',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL.TEST_DATASET
-    VALUES(
-        7,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '\xF0\x9F\x9A\x80',
-        '\xF0\x9F\x9A\x80',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '-$1,000',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '24:00:00',
-        '24:00:00',
-        '24:00:00',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        '13:00:06.00000Z-8',
-        '13:00:06.00000Z-8',
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL,
-        NULL
-    );
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/full_without_nulls.sql b/airbyte-integrations/connectors/source-postgres/integration_tests/seed/full_without_nulls.sql
deleted file mode 100644
index f101c9b7a3fa..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/full_without_nulls.sql
+++ /dev/null
@@ -1,861 +0,0 @@
-CREATE
-    SCHEMA POSTGRES_FULL_NN;
-
-CREATE
-    TYPE mood AS ENUM(
-        'sad',
-        'ok',
-        'happy'
-    );
-
-CREATE
-    TYPE inventory_item AS(
-        name text,
-        supplier_id INTEGER,
-        price NUMERIC
-    );
-SET
-lc_monetary TO 'en_US.utf8';
-SET
-TIMEZONE TO 'MST';
-
-CREATE
-    EXTENSION hstore;
-
-CREATE
-    TABLE
-        POSTGRES_FULL_NN.TEST_DATASET(
-            id INTEGER PRIMARY KEY,
-            test_column_1 BIGINT,
-            test_column_10 bytea,
-            test_column_11 CHAR,
-            test_column_12 CHAR(8),
-            test_column_13 CHARACTER,
-            test_column_14 CHARACTER(8),
-            test_column_15 text,
-            test_column_16 VARCHAR,
-            test_column_17 CHARACTER VARYING(10),
-            test_column_18 cidr,
-            test_column_19 circle,
-            test_column_2 bigserial,
-            test_column_20 DATE NOT NULL DEFAULT now(),
-            test_column_21 DATE,
-            test_column_22 float8,
-            test_column_23 FLOAT,
-            test_column_24 DOUBLE PRECISION,
-            test_column_25 inet,
-            test_column_26 int4,
-            test_column_27 INT,
-            test_column_28 INTEGER,
-            test_column_29 INTERVAL,
-            test_column_3 BIT(1),
-            test_column_30 json,
-            test_column_31 jsonb,
-            test_column_32 line,
-            test_column_33 lseg,
-            test_column_34 macaddr,
-            test_column_35 macaddr8,
-            test_column_36 money,
-            test_column_37 DECIMAL,
-            test_column_38 NUMERIC,
-            test_column_39 PATH,
-            test_column_4 BIT(3),
-            test_column_40 pg_lsn,
-            test_column_41 point,
-            test_column_42 polygon,
-            test_column_43 float4,
-            test_column_44 REAL,
-            test_column_45 int2,
-            test_column_46 SMALLINT,
-            test_column_47 serial2,
-            test_column_48 smallserial,
-            test_column_49 serial4,
-            test_column_5 BIT VARYING(5),
-            test_column_51 TIME WITHOUT TIME ZONE,
-            test_column_52 TIME,
-            test_column_53 TIME WITHOUT TIME ZONE NOT NULL DEFAULT now(),
-            test_column_54 TIMESTAMP,
-            test_column_55 TIMESTAMP WITHOUT TIME ZONE,
-            test_column_56 TIMESTAMP WITHOUT TIME ZONE DEFAULT now(),
-            test_column_57 TIMESTAMP,
-            test_column_58 TIMESTAMP WITHOUT TIME ZONE,
-            test_column_59 TIMESTAMP WITHOUT TIME ZONE NOT NULL DEFAULT now(),
-            test_column_6 BIT VARYING(5),
-            test_column_60 TIMESTAMP WITH TIME ZONE,
-            test_column_61 timestamptz,
-            test_column_62 tsquery,
-            test_column_63 tsvector,
-            test_column_64 uuid,
-            test_column_65 xml,
-            test_column_66 mood,
-            test_column_67 tsrange,
-            test_column_68 inventory_item,
-            test_column_69 hstore,
-            test_column_7 bool,
-            test_column_70 TIME WITH TIME ZONE,
-            test_column_71 timetz,
-            test_column_72 INT2 [],
-            test_column_73 INT4 [],
-            test_column_74 INT8 [],
-            test_column_75 OID [],
-            test_column_76 VARCHAR [],
-            test_column_77 CHAR(1)[],
-            test_column_78 BPCHAR(2)[],
-            test_column_79 TEXT [],
-            test_column_8 BOOLEAN,
-            test_column_80 NAME [],
-            test_column_81 NUMERIC [],
-            test_column_82 DECIMAL [],
-            test_column_83 FLOAT4 [],
-            test_column_84 FLOAT8 [],
-            test_column_85 MONEY [],
-            test_column_86 BOOL [],
-            test_column_87 BIT [],
-            test_column_88 BYTEA [],
-            test_column_89 DATE [],
-            test_column_9 box,
-            test_column_90 TIME(6)[],
-            test_column_91 TIMETZ [],
-            test_column_92 TIMESTAMPTZ [],
-            test_column_93 TIMESTAMP []
-        );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        1,
-        - 9223372036854775808,
-        decode(
-            '1234',
-            'hex'
-        ),
-        'a',
-        '{asb123}',
-        'a',
-        '{asb123}',
-        'a',
-        'a',
-        '{asb123}',
-        '192.168.100.128/25',
-        '(5,7),10',
-        1,
-        '1999-01-08',
-        '1999-01-08',
-        '123',
-        '123',
-        '123',
-        '198.24.10.0/24',
-        1001,
-        1001,
-        1001,
-        'P1Y2M3DT4H5M6S',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{4,5,6}',
-        '((3,7),(15,18))',
-        '08:00:2b:01:02:03',
-        '08:00:2b:01:02:03:04:05',
-        '999.99',
-        '123',
-        '123',
-        '((3,7),(15,18))',
-        B'101',
-        '7/A25801C8'::pg_lsn,
-        '(3,7)',
-        '((3,7),(15,18))',
-        3.4145,
-        3.4145,
-        - 32768,
-        - 32768,
-        1,
-        1,
-        1,
-        B'101',
-        '13:00:01',
-        '13:00:01',
-        '13:00:01',
-        TIMESTAMP '2004-10-19 10:23:00',
-        TIMESTAMP '2004-10-19 10:23:00',
-        TIMESTAMP '2004-10-19 10:23:00',
-        'infinity',
-        'infinity',
-        'infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08',
-        'fat & (rat | cat)'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        XMLPARSE(
-            DOCUMENT '<?xml version="1.0"?><book><title>Manual</title><chapter>...</chapter></book>'
-        ),
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        TRUE,
-        '13:00:01',
-        '13:00:01',
-        '{1,2,3}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        TRUE,
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((3,7),(15,18))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        2,
-        9223372036854775807,
-        '1234',
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        'abc',
-        'abc',
-        '{asb12}',
-        '192.168/24',
-        '(0,0),0',
-        9223372036854775807,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.24.10.0',
-        - 2147483648,
-        - 2147483648,
-        - 2147483648,
-        '-178000000',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08-00-2b-01-02-04',
-        '08-00-2b-01-02-03-04-06',
-        '1,001.01',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '((0,0),(0,0))',
-        B'101',
-        '0/0'::pg_lsn,
-        '(0,0)',
-        '((0,0),(0,0))',
-        3.4145,
-        3.4145,
-        32767,
-        32767,
-        32767,
-        32767,
-        2147483647,
-        B'101',
-        '13:00:02+8',
-        '13:00:02+8',
-        '13:00:02+8',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        TIMESTAMP '2004-10-19 10:23:54.123456',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08',
-        TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08',
-        'fat:ab & cat'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        '',
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        'yes',
-        '13:00:00+8',
-        '13:00:00+8',
-        '{4,5,6}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        'yes',
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((0,0),(0,0))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        3,
-        0,
-        'abcd',
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        'Миші йдуть на південь, не питай чому;',
-        'Миші йдуть на південь, не питай чому;',
-        '{asb12}',
-        '192.168.1',
-        '(-10,-4),10',
-        0,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.10/8',
-        2147483647,
-        2147483647,
-        2147483647,
-        '178000000',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08002b:010205',
-        '08002b:0102030407',
-        '-1,000',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '((0,0),(0,0))',
-        B'101',
-        '0/0'::pg_lsn,
-        '(999999999999999999999999,0)',
-        '((0,0),(999999999999999999999999,0))',
-        3.4145,
-        3.4145,
-        32767,
-        32767,
-        0,
-        0,
-        0,
-        B'101',
-        '13:00:03-8',
-        '13:00:03-8',
-        '13:00:03-8',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        TIMESTAMP '3004-10-19 10:23:54.123456 BC',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC',
-        TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC',
-        'fat:ab & cat'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        '',
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        '1',
-        '13:00:03-8',
-        '13:00:03-8',
-        '{4,5,6}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        '1',
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((0,0),(0,0))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        4,
-        0,
-        '\xabcd',
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '櫻花分店',
-        '櫻花分店',
-        '{asb12}',
-        '128.1',
-        '(-10,-4),10',
-        - 9223372036854775808,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.10/8',
-        2147483647,
-        2147483647,
-        2147483647,
-        '178000000',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08002b:010205',
-        '08002b:0102030407',
-        '$999.99',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '((0,0),(0,0))',
-        B'101',
-        '0/0'::pg_lsn,
-        '(999999999999999999999999,0)',
-        '((0,0),(999999999999999999999999,0))',
-        3.4145,
-        3.4145,
-        32767,
-        32767,
-        - 32767,
-        - 32767,
-        - 2147483647,
-        B'101',
-        '13:00:04Z',
-        '13:00:04Z',
-        '13:00:04Z',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        TIMESTAMP '0001-01-01 00:00:00.000000',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC',
-        'fat:ab & cat'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        '',
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        FALSE,
-        '13:00:04Z',
-        '13:00:04Z',
-        '{4,5,6}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        FALSE,
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((0,0),(0,0))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        5,
-        0,
-        '\xabcd',
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '',
-        '',
-        '{asb12}',
-        '2001:4f8:3:ba::/64',
-        '(-10,-4),10',
-        - 9223372036854775808,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.10/8',
-        2147483647,
-        2147483647,
-        2147483647,
-        '178000000',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08002b:010205',
-        '08002b:0102030407',
-        '$1001.01',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '((0,0),(0,0))',
-        B'101',
-        '0/0'::pg_lsn,
-        '(999999999999999999999999,0)',
-        '((0,0),(999999999999999999999999,0))',
-        3.4145,
-        3.4145,
-        32767,
-        32767,
-        - 32767,
-        - 32767,
-        - 2147483647,
-        B'101',
-        '13:00:05.01234Z+8',
-        '13:00:05.01234Z+8',
-        '13:00:05.01234Z+8',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        TIMESTAMP '0001-12-31 23:59:59.999999 BC',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        'fat:ab & cat'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        '',
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        'no',
-        '13:00:05.012345Z+8',
-        '13:00:05.012345Z+8',
-        '{4,5,6}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        'no',
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((0,0),(0,0))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        6,
-        0,
-        '\xabcd',
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '\xF0\x9F\x9A\x80',
-        '\xF0\x9F\x9A\x80',
-        '{asb12}',
-        '2001:4f8:3:ba::/64',
-        '(-10,-4),10',
-        - 9223372036854775808,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.10/8',
-        2147483647,
-        2147483647,
-        2147483647,
-        '178000000',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08002b:010205',
-        '08002b:0102030407',
-        '-$1,000',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '((0,0),(0,0))',
-        B'101',
-        '0/0'::pg_lsn,
-        '(999999999999999999999999,0)',
-        '((0,0),(999999999999999999999999,0))',
-        3.4145,
-        3.4145,
-        32767,
-        32767,
-        - 32767,
-        - 32767,
-        - 2147483647,
-        B'101',
-        '13:00:00Z-8',
-        '13:00:00Z-8',
-        '13:00:00Z-8',
-        'epoch',
-        'epoch',
-        'epoch',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        'fat:ab & cat'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        '',
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        '0',
-        '13:00:06.00000Z-8',
-        '13:00:06.00000Z-8',
-        '{4,5,6}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        '0',
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((0,0),(0,0))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
-
-INSERT
-    INTO
-        POSTGRES_FULL_NN.TEST_DATASET
-    VALUES(
-        7,
-        0,
-        '\xabcd',
-        '*',
-        '{asb12}',
-        '*',
-        '{asb12}',
-        '\xF0\x9F\x9A\x80',
-        '\xF0\x9F\x9A\x80',
-        '{asb12}',
-        '2001:4f8:3:ba::/64',
-        '(-10,-4),10',
-        - 9223372036854775808,
-        '1991-02-10 BC',
-        '1991-02-10 BC',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '198.10/8',
-        2147483647,
-        2147483647,
-        2147483647,
-        '178000000',
-        B'0',
-        '{"a": 10, "b": 15}',
-        '[1, 2, 3]'::jsonb,
-        '{0,1,0}',
-        '((0,0),(0,0))',
-        '08002b:010205',
-        '08002b:0102030407',
-        '-$1,000',
-        '1234567890.1234567',
-        '1234567890.1234567',
-        '((0,0),(0,0))',
-        B'101',
-        '0/0'::pg_lsn,
-        '(999999999999999999999999,0)',
-        '((0,0),(999999999999999999999999,0))',
-        3.4145,
-        3.4145,
-        32767,
-        32767,
-        - 32767,
-        - 32767,
-        - 2147483647,
-        B'101',
-        '24:00:00',
-        '24:00:00',
-        '24:00:00',
-        'epoch',
-        'epoch',
-        'epoch',
-        '-infinity',
-        '-infinity',
-        '-infinity',
-        B'101',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC',
-        'fat:ab & cat'::tsquery,
-        to_tsvector('The quick brown fox jumped over the lazy dog.'),
-        'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11',
-        '',
-        'happy',
-        '(2010-01-01 14:30, 2010-01-01 15:30)',
-        ROW(
-            'fuzzy dice',
-            42,
-            1.99
-        ),
-        '"paperback" => "243","publisher" => "postgresqltutorial.com",
-"language"  => "English","ISBN-13" => "978-1449370000",
-"weight"    => "11.2 ounces"',
-        '0',
-        '13:00:06.00000Z-8',
-        '13:00:06.00000Z-8',
-        '{4,5,6}',
-        '{-2147483648,2147483646}',
-        '{-9223372036854775808,9223372036854775801}',
-        '{564182,234181}',
-        '{lorem ipsum,dolor sit,amet}',
-        '{l,d,a}',
-        '{l,d,a}',
-        '{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}',
-        '0',
-        '{object,integer}',
-        '{131070.23,231072.476596593}',
-        '{131070.23,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{131070.237689,231072.476596593}',
-        '{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}',
-        '{true,yes,1,false,no,0,null}',
-        '{null,1,0}',
-        '{\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\x4B52414B00000000000000000000000000000000000000000000000000000000}',
-        '{1999-01-08,1991-02-10 BC}',
-        '((0,0),(0,0))',
-        '{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}',
-        '{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}',
-        '{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}',
-        '{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'
-    );
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/hook.py b/airbyte-integrations/connectors/source-postgres/integration_tests/seed/hook.py
deleted file mode 100644
index 93a63daefa3c..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/hook.py
+++ /dev/null
@@ -1,299 +0,0 @@
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-
-import datetime
-import json
-import random
-import string
-import sys
-from datetime import timedelta
-from pathlib import Path
-from typing import List, Tuple
-
-import psycopg2
-import pytz
-from psycopg2 import extensions, sql
-
-
-catalog_write_file = "/connector/integration_tests/temp/configured_catalog_copy.json"
-catalog_source_file = "/connector/integration_tests/configured_catalog_template.json"
-catalog_incremental_write_file = "/connector/integration_tests/temp/incremental_configured_catalog_copy.json"
-catalog_incremental_source_file = "/connector/integration_tests/incremental_configured_catalog_template.json"
-abnormal_state_write_file = "/connector/integration_tests/temp/abnormal_state_copy.json"
-abnormal_state_file = "/connector/integration_tests/abnormal_state_template.json"
-
-secret_config_file = "/connector/secrets/config.json"
-secret_active_config_file = "/connector/integration_tests/temp/config_active.json"
-secret_config_cdc_file = "/connector/secrets/config_cdc.json"
-secret_active_config_cdc_file = "/connector/integration_tests/temp/config_cdc_active.json"
-
-la_timezone = pytz.timezone("America/Los_Angeles")
-
-
-def connect_to_db() -> extensions.connection:
-    with open(secret_config_file) as f:
-        secret = json.load(f)
-
-    try:
-        conn: extensions.connection = psycopg2.connect(
-            dbname=secret["database"], user=secret["username"], password=secret["password"], host=secret["host"], port=secret["port"]
-        )
-        print("Connected to the database successfully")
-        return conn
-    except Exception as error:
-        print(f"Error connecting to the database: {error}")
-        sys.exit(1)
-
-
-def insert_records(conn: extensions.connection, schema_name: str, table_name: str, records: List[Tuple[str, str]]) -> None:
-    try:
-        cursor = conn.cursor()
-        insert_query = sql.SQL("""
-            INSERT INTO {}.{} (id, name)
-            VALUES (%s, %s) ON CONFLICT DO NOTHING
-        """).format(sql.Identifier(schema_name), sql.Identifier(table_name))
-
-        for record in records:
-            cursor.execute(insert_query, record)
-
-        conn.commit()
-        print("Records inserted successfully")
-    except Exception as error:
-        print(f"Error inserting records: {error}")
-        conn.rollback()
-    finally:
-        cursor.close()
-
-
-def create_schema(conn: extensions.connection, schema_name: str) -> None:
-    try:
-        cursor = conn.cursor()
-        create_schema_query = sql.SQL("CREATE SCHEMA IF NOT EXISTS {}").format(sql.Identifier(schema_name))
-        cursor.execute(create_schema_query)
-        conn.commit()
-        print(f"Schema '{schema_name}' created successfully")
-    except Exception as error:
-        print(f"Error creating schema: {error}")
-        conn.rollback()
-    finally:
-        cursor.close()
-
-
-def write_supporting_file(schema_name: str) -> None:
-    print(f"writing schema name to files: {schema_name}")
-    Path("/connector/integration_tests/temp").mkdir(parents=False, exist_ok=True)
-
-    with open(catalog_write_file, "w") as file:
-        with open(catalog_source_file, "r") as source_file:
-            file.write(source_file.read() % schema_name)
-    with open(catalog_incremental_write_file, "w") as file:
-        with open(catalog_incremental_source_file, "r") as source_file:
-            file.write(source_file.read() % schema_name)
-    with open(abnormal_state_write_file, "w") as file:
-        with open(abnormal_state_file, "r") as source_file:
-            file.write(source_file.read() % (schema_name, schema_name))
-
-    with open(secret_config_file) as base_config:
-        secret = json.load(base_config)
-        secret["schemas"] = [schema_name]
-        with open(secret_active_config_file, "w") as f:
-            json.dump(secret, f)
-
-    with open(secret_config_cdc_file) as base_config:
-        secret = json.load(base_config)
-        secret["schemas"] = [schema_name]
-        secret["replication_method"]["replication_slot"] = schema_name
-        secret["replication_method"]["publication"] = schema_name
-        secret["ssl_mode"] = {}
-        secret["ssl_mode"]["mode"] = "require"
-        with open(secret_active_config_cdc_file, "w") as f:
-            json.dump(secret, f)
-
-
-def create_table(conn: extensions.connection, schema_name: str, table_name: str) -> None:
-    try:
-        cursor = conn.cursor()
-        create_table_query = sql.SQL("""
-            CREATE TABLE IF NOT EXISTS {}.{} (
-                id VARCHAR(100) PRIMARY KEY,
-                name VARCHAR(255) NOT NULL
-            )
-        """).format(sql.Identifier(schema_name), sql.Identifier(table_name))
-
-        cursor.execute(create_table_query)
-        conn.commit()
-        print(f"Table '{schema_name}.{table_name}' created successfully")
-    except Exception as error:
-        print(f"Error creating table: {error}")
-        conn.rollback()
-    finally:
-        cursor.close()
-
-
-def generate_schema_date_with_suffix() -> str:
-    current_date = datetime.datetime.now(la_timezone).strftime("%Y%m%d")
-    suffix = "".join(random.choices(string.ascii_lowercase + string.digits, k=8))
-    return f"{current_date}_{suffix}"
-
-
-def prepare() -> None:
-    schema_name = generate_schema_date_with_suffix()
-    print(f"schema_name: {schema_name}")
-    with open("./generated_schema.txt", "w") as f:
-        f.write(schema_name)
-
-
-def cdc_insert():
-    schema_name = load_schema_name_from_catalog()
-    new_records = [("4", "four"), ("5", "five")]
-    connection = connect_to_db()
-    table_name = "id_and_name_cat"
-    if connection:
-        insert_records(connection, schema_name, table_name, new_records)
-        connection.close()
-
-
-def setup(with_cdc=False):
-    schema_name = load_schema_name_from_catalog()
-    write_supporting_file(schema_name)
-    table_name = "id_and_name_cat"
-
-    # Define the records to be inserted
-    records = [("1", "one"), ("2", "two"), ("3", "three")]
-
-    # Connect to the database
-    connection = connect_to_db()
-
-    # Create the schema
-    create_schema(connection, schema_name)
-    create_table(connection, schema_name, table_name)
-    if with_cdc:
-        setup_cdc(connection, replication_slot_and_publication_name=schema_name)
-    # Insert the records
-    insert_records(connection, schema_name, table_name, records)
-
-    # Close the connection
-    connection.close()
-
-
-def replication_slot_existed(connection, replication_slot_name):
-    cursor = connection.cursor()
-    cursor.execute("SELECT slot_name FROM pg_replication_slots;")
-    # Fetch all results
-    slots = cursor.fetchall()
-    for slot in slots:
-        if slot[0] == replication_slot_name:
-            return True
-    return False
-
-
-def setup_cdc(connection, replication_slot_and_publication_name):
-    cursor = connection.cursor()
-    if replication_slot_existed(connection, replication_slot_and_publication_name):
-        return
-    create_logical_replication_query = sql.SQL("SELECT pg_create_logical_replication_slot({}, 'pgoutput')").format(
-        sql.Literal(replication_slot_and_publication_name)
-    )
-    cursor.execute(create_logical_replication_query)
-    alter_table_replica_query = sql.SQL("ALTER TABLE {}.id_and_name_cat REPLICA IDENTITY DEFAULT").format(
-        sql.Identifier(replication_slot_and_publication_name)
-    )
-    cursor.execute(alter_table_replica_query)
-    create_publication_query = sql.SQL("CREATE PUBLICATION {} FOR TABLE {}.id_and_name_cat").format(
-        sql.Identifier(replication_slot_and_publication_name), sql.Identifier(replication_slot_and_publication_name)
-    )
-    cursor.execute(create_publication_query)
-    connection.commit()
-
-
-def load_schema_name_from_catalog():
-    with open("./generated_schema.txt", "r") as f:
-        return f.read()
-
-
-def delete_cdc_with_prefix(conn, prefix):
-    try:
-        # Connect to the PostgreSQL database
-        cursor = conn.cursor()
-        cursor.execute("SELECT slot_name FROM pg_replication_slots;")
-        # Fetch all results
-        slots = cursor.fetchall()
-        for slot in slots:
-            if slot[0].startswith(prefix):
-                print(f"Start dropping replication slot and publication {slot[0]}")
-                drop_replication_slot_query = sql.SQL("SELECT pg_drop_replication_slot({});").format(sql.Literal(slot[0]))
-                drop_publication_query = sql.SQL("DROP PUBLICATION {};").format(sql.Identifier(slot[0]))
-                cursor.execute(drop_publication_query)
-                cursor.execute(drop_replication_slot_query)
-                print(f"Dropping {slot[0]} done")
-        conn.commit()
-    except Exception as e:
-        print(f"An error occurred: {e}")
-        exit(1)
-    finally:
-        if cursor:
-            cursor.close()
-
-
-def delete_schemas_with_prefix(conn, date_prefix):
-    try:
-        # Connect to the PostgreSQL database
-        cursor = conn.cursor()
-
-        # Query to find all schemas that start with the specified date prefix
-        query = sql.SQL("""
-            SELECT schema_name
-            FROM information_schema.schemata
-            WHERE schema_name LIKE %s;
-        """)
-
-        cursor.execute(query, (f"{date_prefix}%",))
-        schemas = cursor.fetchall()
-
-        # Generate and execute DROP SCHEMA statements for each matching schema
-        for schema in schemas:
-            drop_query = sql.SQL("DROP SCHEMA IF EXISTS {} CASCADE;").format(sql.Identifier(schema[0]))
-            cursor.execute(drop_query)
-            print(f"Schema {schema[0]} has been dropped.")
-
-        conn.commit()
-    except Exception as e:
-        print(f"An error occurred: {e}")
-        sys.exit(1)
-    finally:
-        cursor.close()
-
-
-def teardown() -> None:
-    conn = connect_to_db()
-    today = datetime.datetime.now(la_timezone)
-    yesterday = today - timedelta(days=1)
-    formatted_yesterday = yesterday.strftime("%Y%m%d")
-    delete_schemas_with_prefix(conn, formatted_yesterday)
-    delete_cdc_with_prefix(conn, formatted_yesterday)
-
-
-def final_teardown() -> None:
-    conn = connect_to_db()
-    schema_name = load_schema_name_from_catalog()
-    print(f"delete schema {schema_name}")
-    delete_schemas_with_prefix(conn, schema_name)
-    delete_cdc_with_prefix(conn, schema_name)
-
-
-if __name__ == "__main__":
-    command = sys.argv[1]
-    if command == "setup":
-        setup(with_cdc=False)
-    elif command == "setup_cdc":
-        setup(with_cdc=True)
-    elif command == "teardown":
-        teardown()
-    elif command == "final_teardown":
-        final_teardown()
-    elif command == "prepare":
-        prepare()
-    elif command == "insert":
-        cdc_insert()
-    else:
-        print(f"Unrecognized command {command}.")
-        exit(1)
diff --git a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/requirement.txt b/airbyte-integrations/connectors/source-postgres/integration_tests/seed/requirement.txt
deleted file mode 100644
index 28e33030f542..000000000000
--- a/airbyte-integrations/connectors/source-postgres/integration_tests/seed/requirement.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-psycopg2==2.9.9
-pytz
\ No newline at end of file
diff --git a/airbyte-integrations/connectors/source-postgres/make-big-postgres-schema.sh b/airbyte-integrations/connectors/source-postgres/make-big-postgres-schema.sh
deleted file mode 100755
index 68919164ad50..000000000000
--- a/airbyte-integrations/connectors/source-postgres/make-big-postgres-schema.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-# This script creates lots of tables in a database. It is used to test the handling of large schemas.
-# Pre-requisite: follow https://airbyte.com/tutorials/postgres-replication to create the source container.
-
-for i in {1..15000}
-do
-  docker exec -it airbyte-source psql -U postgres -c "CREATE TABLE users$i(id SERIAL PRIMARY KEY, col1 VARCHAR(200));";
-  docker exec -it airbyte-source psql -U postgres -c "INSERT INTO public.users$i(col1) VALUES('record1');";
-  docker exec -it airbyte-source psql -U postgres -c "INSERT INTO public.users$i(col1) VALUES('record2');";
-  docker exec -it airbyte-source psql -U postgres -c "INSERT INTO public.users$i(col1) VALUES('record3');";
-done
diff --git a/airbyte-integrations/connectors/source-postgres/metadata.yaml b/airbyte-integrations/connectors/source-postgres/metadata.yaml
index 43aeec37a26a..e5b6e4c4a24c 100644
--- a/airbyte-integrations/connectors/source-postgres/metadata.yaml
+++ b/airbyte-integrations/connectors/source-postgres/metadata.yaml
@@ -9,7 +9,7 @@ data:
   connectorSubtype: database
   connectorType: source
   definitionId: decd338e-5647-4c0b-adf4-da0e75f5a750
-  dockerImageTag: 3.7.2
+  dockerImageTag: 3.8.0-rc.3
   dockerRepository: airbyte/source-postgres
   documentationUrl: https://docs.airbyte.com/integrations/sources/postgres
   githubIssueLabel: source-postgres
@@ -20,14 +20,21 @@ data:
   registryOverrides:
     cloud:
       enabled: true
+      dockerImageTag: 3.7.2
     oss:
       enabled: true
+      dockerImageTag: 3.7.2
   releaseStage: generally_available
   supportLevel: certified
   tags:
     - language:java
   connectorBuildOptions:
     baseImage: docker.io/airbyte/java-connector-base:2.0.4@sha256:5f343797cfcf021ca98ba9bdf5970ef66cbf6222d8cc17b0d61d13860a5bcc2b
+  connectorIPCOptions:
+    dataChannel:
+      version: "0.0.2"
+      supportedSerialization: ["JSONL", "PROTOBUF"]
+      supportedTransport: ["SOCKET", "STDIO"]
   connectorTestSuitesOptions:
     - suite: unitTests
     - suite: integrationTests
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresCatalogHelper.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresCatalogHelper.java
deleted file mode 100644
index 5efb43693ef5..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresCatalogHelper.java
+++ /dev/null
@@ -1,171 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_LSN;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableList;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.sql.SQLException;
-import java.util.*;
-import java.util.stream.Collectors;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public final class PostgresCatalogHelper {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresCatalogHelper.class);
-
-  private PostgresCatalogHelper() {}
-
-  /*
-   * It isn't possible to recreate the state of the original database unless we include extra
-   * information (like an oid) when using logical replication. By limiting to Full Refresh when we
-   * don't have a primary key we dodge the problem for now. As a work around a CDC and non-CDC source
-   * could be configured if there's a need to replicate a large non-PK table.
-   *
-   * Note: in place mutation.
-   */
-  public static AirbyteStream removeIncrementalWithoutPk(final AirbyteStream stream) {
-    if (stream.getSourceDefinedPrimaryKey().isEmpty()) {
-      final List<SyncMode> syncModes = new ArrayList<>(stream.getSupportedSyncModes());
-      syncModes.remove(SyncMode.INCREMENTAL);
-      stream.setSupportedSyncModes(syncModes);
-    }
-
-    return stream;
-  }
-
-  /**
-   * This method is used for CDC sync in order to overwrite sync modes for cursor fields cause cdc use
-   * another cursor logic
-   *
-   * @param stream - airbyte stream
-   * @return will return list of sync modes
-   */
-  public static AirbyteStream overrideSyncModes(final AirbyteStream stream) {
-    return stream.withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL));
-  }
-
-  public static List<String> getViewsInSchema(final JdbcDatabase database, final String schema) throws SQLException {
-    final String query = "SELECT viewname FROM pg_catalog.pg_views WHERE schemaname = ?";
-    final List<JsonNode> result = database.queryJsons(query, schema);
-    return result.stream()
-        .map(jsonNode -> jsonNode.get("viewname").asText())
-        .collect(Collectors.toList());
-  }
-
-  public static Map<String, List<String>> getViewsForAllSchemas(final JdbcDatabase database, final List<String> schemas) throws SQLException {
-    Map<String, List<String>> viewsBySchema = new HashMap<>();
-    for (String schema : schemas) {
-      List<String> views = getViewsInSchema(database, schema);
-      viewsBySchema.put(schema, views);
-    }
-    return viewsBySchema;
-  }
-
-  public static boolean isStreamAView(Map<String, List<String>> viewsBySchema, final AirbyteStream stream) {
-    return viewsBySchema.getOrDefault(stream.getNamespace(), Collections.emptyList()).contains(stream.getName());
-  }
-
-  /**
-   * This method is used for CDC sync in order to overwrite sync modes for cursor fields cause cdc use
-   * another cursor logic. Used in discovery when xmin is configured.
-   *
-   * @param stream - airbyte stream
-   * @param viewsBySchema - view names by schema
-   * @return will return list of sync modes where view streams will have only FULL_REFRESH sync mode
-   */
-  public static AirbyteStream overrideSyncModes(final AirbyteStream stream, Map<String, List<String>> viewsBySchema) {
-    if (isStreamAView(viewsBySchema, stream)) {
-      return stream.withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH));
-    }
-    return stream.withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL));
-  }
-
-  /*
-   * Set all streams that do have incremental to sourceDefined, so that the user cannot set or
-   * override a cursor field.
-   *
-   * Note: in place mutation.
-   */
-  public static AirbyteStream setIncrementalToSourceDefined(final AirbyteStream stream) {
-    if (stream.getSupportedSyncModes().contains(SyncMode.INCREMENTAL)) {
-      stream.setSourceDefinedCursor(true);
-    }
-
-    return stream;
-  }
-
-  // Note: in place mutation.
-  public static AirbyteStream addCdcMetadataColumns(final AirbyteStream stream) {
-    final ObjectNode jsonSchema = (ObjectNode) stream.getJsonSchema();
-    final ObjectNode properties = (ObjectNode) jsonSchema.get("properties");
-
-    final JsonNode stringType = Jsons.jsonNode(ImmutableMap.of("type", "string"));
-    final JsonNode numberType = Jsons.jsonNode(ImmutableMap.of("type", "number"));
-    properties.set(DebeziumEventConverter.CDC_LSN, numberType);
-    properties.set(DebeziumEventConverter.CDC_UPDATED_AT, stringType);
-    properties.set(DebeziumEventConverter.CDC_DELETED_AT, stringType);
-
-    return stream;
-  }
-
-  /**
-   * Modifies streams that are NOT present in the publication to be full-refresh only streams. Users
-   * should be able to replicate these streams, just not in incremental mode as they have no
-   * associated publication. Previously, we also setSourceDefinedCursor(false) and
-   * setSourceDefinedPrimaryKey(List.of()) for streams that are in the catalog but not in the CDC
-   * publication, but now that full refresh streams can be resumable, we should include this
-   * information.
-   */
-  public static AirbyteStream setFullRefreshForNonPublicationStreams(final AirbyteStream stream,
-                                                                     final Set<AirbyteStreamNameNamespacePair> publicizedTablesInCdc) {
-    if (!publicizedTablesInCdc.contains(new AirbyteStreamNameNamespacePair(stream.getName(), stream.getNamespace()))) {
-      stream.setSupportedSyncModes(List.of(SyncMode.FULL_REFRESH));
-    }
-    return stream;
-  }
-
-  /**
-   * @return tables included in the publication. When it is not CDC mode, returns an empty set.
-   */
-  public static Set<AirbyteStreamNameNamespacePair> getPublicizedTables(final JdbcDatabase database) throws SQLException {
-    final JsonNode sourceConfig = database.getSourceConfig();
-    if (sourceConfig == null || !PostgresUtils.isCdc(sourceConfig)) {
-      return Collections.emptySet();
-    }
-
-    final String publication = sourceConfig.get("replication_method").get("publication").asText();
-    final List<JsonNode> tablesInPublication = database.queryJsons(
-        "SELECT schemaname, tablename FROM pg_publication_tables WHERE pubname = ?", publication);
-    final Set<AirbyteStreamNameNamespacePair> publicizedTables = tablesInPublication.stream()
-        .map(table -> new AirbyteStreamNameNamespacePair(table.get("tablename").asText(), table.get("schemaname").asText()))
-        .collect(Collectors.toSet());
-    LOGGER.info("For CDC, only tables in publication {} will be included in the sync: {}", publication,
-        publicizedTables.stream().map(pair -> pair.getNamespace() + "." + pair.getName()).toList());
-
-    return publicizedTables;
-  }
-
-  /*
-   * To prepare for Destination v2, cdc streams must have a default cursor field this defaults to lsn
-   * as a cursor as it is monotonically increasing and unique
-   */
-  public static AirbyteStream setDefaultCursorFieldForCdc(final AirbyteStream stream) {
-    stream.setDefaultCursorField(ImmutableList.of(CDC_LSN));
-    return stream;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresQueryUtils.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresQueryUtils.java
deleted file mode 100644
index c1d04578ea5d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresQueryUtils.java
+++ /dev/null
@@ -1,355 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.source.relationaldb.RelationalDbQueryUtils.getFullyQualifiedTableNameWithQuoting;
-import static io.airbyte.integrations.source.postgres.xmin.XminStateManager.XMIN_STATE_VERSION;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.base.Preconditions;
-import com.google.common.collect.ImmutableList;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.source.relationaldb.CursorInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.CtidStreams;
-import io.airbyte.integrations.source.postgres.ctid.FileNodeHandler;
-import io.airbyte.integrations.source.postgres.internal.models.CursorBasedStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import java.sql.SQLException;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * Utility class to define constants related to querying postgres
- */
-public class PostgresQueryUtils {
-
-  public record TableBlockSize(Long tableSize, Long blockSize) {}
-
-  public record ResultWithFailed<T> (T result, List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair> failed) {}
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresQueryUtils.class);
-
-  public static final String NULL_CURSOR_VALUE_WITH_SCHEMA_QUERY =
-      """
-        SELECT
-          (EXISTS (SELECT FROM information_schema.columns WHERE table_schema = '%s' AND table_name = '%s' AND is_nullable = 'YES' AND column_name = '%s'))
-        AND
-          (EXISTS (SELECT from "%s"."%s" where "%s" IS NULL LIMIT 1)) AS %s
-      """;
-  public static final String NULL_CURSOR_VALUE_NO_SCHEMA_QUERY =
-      """
-      SELECT
-        (EXISTS (SELECT FROM information_schema.columns WHERE table_name = '%s' AND is_nullable = 'YES' AND column_name = '%s'))
-      AND
-        (EXISTS (SELECT from "%s" where "%s" IS NULL LIMIT 1)) AS %s
-      """;
-
-  public static final String TABLE_ESTIMATE_QUERY =
-      """
-            SELECT (select reltuples::int8 as count from pg_class c JOIN pg_catalog.pg_namespace n ON n.oid=c.relnamespace where nspname='%s' AND relname='%s') AS %s,
-            pg_relation_size('%s') AS %s;
-      """;
-
-  /**
-   * Creates query to understand the Xmin status.
-   */
-  public static final String XMIN_STATUS_QUERY =
-      """
-            select (txid_snapshot_xmin(txid_current_snapshot()) >> 32) AS num_wraparound,
-            (txid_snapshot_xmin(txid_current_snapshot()) % (2^32)::bigint) AS xmin_xid_value,
-            txid_snapshot_xmin(txid_current_snapshot()) AS xmin_raw_value;
-      """;
-  public static final String MAX_CURSOR_VALUE_QUERY =
-      """
-        SELECT "%s" FROM %s WHERE "%s" = (SELECT MAX("%s") FROM %s);
-      """;
-
-  public static final String CTID_FULL_VACUUM_IN_PROGRESS_QUERY =
-      """
-      SELECT phase FROM pg_stat_progress_cluster WHERE command = 'VACUUM FULL' AND relid=to_regclass('%s')::oid
-      """;
-  public static final String CTID_FULL_VACUUM_REL_FILENODE_QUERY =
-      """
-      SELECT pg_relation_filenode('%s')
-      """;
-  public static final String NUM_WRAPAROUND_COL = "num_wraparound";
-
-  public static final String XMIN_XID_VALUE_COL = "xmin_xid_value";
-
-  public static final String XMIN_RAW_VALUE_COL = "xmin_raw_value";
-
-  public static final String ROW_COUNT_RESULT_COL = "rowcount";
-
-  public static final String TOTAL_BYTES_RESULT_COL = "totalbytes";
-
-  /**
-   * Query returns the size table data takes on DB server disk (not including any index or other
-   * metadata) And the size of each page used in (page, tuple) ctid. This helps us evaluate how many
-   * pages we need to read to traverse the entire table.
-   */
-  public static final String CTID_TABLE_BLOCK_SIZE =
-      """
-      SELECT current_setting('block_size')::int, pg_relation_size('%s')
-      """;
-
-  /**
-   * Query estimates the max tuple in a page. We are estimating in two ways and selecting the greatest
-   * value.
-   */
-  public static final String CTID_ESTIMATE_MAX_TUPLE =
-      """
-      SELECT COALESCE(MAX((ctid::text::point)[1]::int), 0) AS max_tuple FROM "%s"."%s"
-      """;
-
-  /**
-   * Logs the current xmin status : 1. The number of wraparounds the source DB has undergone. (These
-   * are the epoch bits in the xmin snapshot). 2. The 32-bit xmin value associated with the xmin
-   * snapshot. This is the value that is ultimately written and recorded on every row. 3. The raw
-   * value of the xmin snapshot (which is a combination of 1 and 2). If no wraparound has occurred,
-   * this should be the same as 2.
-   */
-  public static XminStatus getXminStatus(final JdbcDatabase database) throws SQLException {
-    LOGGER.debug("xmin status query: {}", XMIN_STATUS_QUERY);
-    final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(conn -> conn.prepareStatement(XMIN_STATUS_QUERY).executeQuery(),
-        resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-    Preconditions.checkState(jsonNodes.size() == 1);
-    final JsonNode result = jsonNodes.get(0);
-    return new XminStatus()
-        .withNumWraparound(result.get(NUM_WRAPAROUND_COL).asLong())
-        .withXminXidValue(result.get(XMIN_XID_VALUE_COL).asLong())
-        .withXminRawValue(result.get(XMIN_RAW_VALUE_COL).asLong())
-        .withVersion(XMIN_STATE_VERSION)
-        .withStateType(StateType.XMIN);
-  }
-
-  /**
-   * Iterates through each stream and find the max cursor value and the record count which has that
-   * value based on each cursor field provided by the customer per stream This information is saved in
-   * a Hashmap with the mapping being the AirbyteStreamNameNamespacepair -> CursorBasedStatus
-   *
-   * @param database the source db
-   * @param streams streams to be synced
-   * @param stateManager stream stateManager
-   * @return Map of streams to statuses
-   */
-  public static Map<AirbyteStreamNameNamespacePair, CursorBasedStatus> getCursorBasedSyncStatusForStreams(final JdbcDatabase database,
-                                                                                                          final List<ConfiguredAirbyteStream> streams,
-                                                                                                          final StateManager stateManager,
-                                                                                                          final String quoteString) {
-
-    final Map<AirbyteStreamNameNamespacePair, CursorBasedStatus> cursorBasedStatusMap = new HashMap<>();
-    streams.forEach(stream -> {
-      try {
-        final String name = stream.getStream().getName();
-        final String namespace = stream.getStream().getNamespace();
-        final String fullTableName =
-            getFullyQualifiedTableNameWithQuoting(namespace, name, quoteString);
-
-        final Optional<CursorInfo> cursorInfoOptional =
-            stateManager.getCursorInfo(new io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair(name, namespace));
-        if (cursorInfoOptional.isEmpty()) {
-          throw new RuntimeException(String.format("Stream %s was not provided with an appropriate cursor", stream.getStream().getName()));
-        }
-
-        LOGGER.info("Querying max cursor value for {}.{}", namespace, name);
-        final String cursorField = cursorInfoOptional.get().getCursorField();
-        final String cursorBasedSyncStatusQuery = String.format(MAX_CURSOR_VALUE_QUERY,
-            cursorField,
-            fullTableName,
-            cursorField,
-            cursorField,
-            fullTableName);
-        LOGGER.debug("Querying for max cursor value: {}", cursorBasedSyncStatusQuery);
-        final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(conn -> conn.prepareStatement(cursorBasedSyncStatusQuery).executeQuery(),
-            resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-        final CursorBasedStatus cursorBasedStatus = new CursorBasedStatus();
-        cursorBasedStatus.setStateType(StateType.CURSOR_BASED);
-        cursorBasedStatus.setVersion(2L);
-        cursorBasedStatus.setStreamName(name);
-        cursorBasedStatus.setStreamNamespace(namespace);
-        cursorBasedStatus.setCursorField(ImmutableList.of(cursorField));
-
-        if (!jsonNodes.isEmpty()) {
-          final JsonNode result = jsonNodes.get(0);
-          cursorBasedStatus.setCursor(result.get(cursorField).asText());
-          cursorBasedStatus.setCursorRecordCount((long) jsonNodes.size());
-        }
-
-        cursorBasedStatusMap.put(new AirbyteStreamNameNamespacePair(name, namespace), cursorBasedStatus);
-      } catch (final SQLException e) {
-        throw new RuntimeException(e);
-      }
-    });
-
-    return cursorBasedStatusMap;
-  }
-
-  public static FileNodeHandler fileNodeForStreams(final JdbcDatabase database,
-                                                   final List<ConfiguredAirbyteStream> streams,
-                                                   final String quoteString) {
-    final FileNodeHandler fileNodeHandler = new FileNodeHandler();
-    streams.forEach(stream -> {
-      try {
-        final AirbyteStreamNameNamespacePair namespacePair =
-            new AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace());
-        final Optional<Long> fileNode = fileNodeForIndividualStream(database, namespacePair, quoteString);
-        fileNode.ifPresentOrElse(
-            l -> fileNodeHandler.updateFileNode(namespacePair, l),
-            () -> fileNodeHandler
-                .updateFailedToQuery(io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair.fromConfiguredAirbyteSteam(stream)));
-      } catch (final Exception e) {
-        LOGGER.warn("Failed to fetch relation node for {}.{} .", stream.getStream().getNamespace(), stream.getStream().getName(), e);
-        fileNodeHandler.updateFailedToQuery(io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair.fromConfiguredAirbyteSteam(stream));
-      }
-    });
-    return fileNodeHandler;
-  }
-
-  public static Optional<Long> fileNodeForIndividualStream(final JdbcDatabase database,
-                                                           final AirbyteStreamNameNamespacePair stream,
-                                                           final String quoteString)
-      throws SQLException {
-    final String streamName = stream.getName();
-    final String schemaName = stream.getNamespace();
-    final String fullTableName =
-        getFullyQualifiedTableNameWithQuoting(schemaName, streamName, quoteString);
-    final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(
-        conn -> conn.prepareStatement(CTID_FULL_VACUUM_REL_FILENODE_QUERY.formatted(fullTableName)).executeQuery(),
-        resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-    Preconditions.checkState(jsonNodes.size() == 1);
-    Long relationFilenode = null;
-    if (!jsonNodes.get(0).isEmpty()) {
-      relationFilenode = jsonNodes.get(0).get("pg_relation_filenode").asLong();
-      LOGGER.info("Relation filenode is for stream {} is {}", fullTableName, relationFilenode);
-    } else {
-      LOGGER.debug("No filenode found for {}", fullTableName);
-    }
-    return Optional.ofNullable(relationFilenode);
-  }
-
-  public static ResultWithFailed<List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair>> streamsUnderVacuum(final JdbcDatabase database,
-                                                                                                                        final List<ConfiguredAirbyteStream> streams,
-                                                                                                                        final String quoteString) {
-    final List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair> streamsUnderVacuuming = new ArrayList<>();
-    final List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair> failedToQuery = new ArrayList<>();
-    streams.forEach(stream -> {
-      final String streamName = stream.getStream().getName();
-      final String schemaName = stream.getStream().getNamespace();
-      final String fullTableName =
-          getFullyQualifiedTableNameWithQuoting(schemaName, streamName, quoteString);
-      try {
-        final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(
-            conn -> conn.prepareStatement(CTID_FULL_VACUUM_IN_PROGRESS_QUERY.formatted(fullTableName)).executeQuery(),
-            resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-        if (!jsonNodes.isEmpty()) {
-          Preconditions.checkState(jsonNodes.size() == 1);
-          LOGGER.warn("Full Vacuum currently in progress for table {} in {} phase, the table will be skipped from syncing data", fullTableName,
-              jsonNodes.get(0).get("phase"));
-          streamsUnderVacuuming.add(io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair.fromConfiguredAirbyteSteam(stream));
-        }
-      } catch (final Exception e) {
-        // Assume it's safe to progress and skip relation node and vaccuum validation
-        LOGGER.warn("Failed to fetch vacuum for table {} info", fullTableName, e);
-        failedToQuery.add(io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair.fromConfiguredAirbyteSteam(stream));
-      }
-    });
-    return new ResultWithFailed<>(streamsUnderVacuuming, failedToQuery);
-  }
-
-  public static Map<AirbyteStreamNameNamespacePair, TableBlockSize> getTableBlockSizeForStreams(final JdbcDatabase database,
-                                                                                                final List<ConfiguredAirbyteStream> streams,
-                                                                                                final String quoteString) {
-    final Map<AirbyteStreamNameNamespacePair, TableBlockSize> tableBlockSizes = new HashMap<>();
-    streams.forEach(stream -> {
-      final AirbyteStreamNameNamespacePair namespacePair =
-          new AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace());
-      final TableBlockSize sz = getTableBlockSizeForStream(database, namespacePair, quoteString);
-      tableBlockSizes.put(namespacePair, sz);
-    });
-    return tableBlockSizes;
-
-  }
-
-  public static TableBlockSize getTableBlockSizeForStream(final JdbcDatabase database,
-                                                          final AirbyteStreamNameNamespacePair stream,
-                                                          final String quoteString) {
-    try {
-      final String streamName = stream.getName();
-      final String schemaName = stream.getNamespace();
-      final String fullTableName =
-          getFullyQualifiedTableNameWithQuoting(schemaName, streamName, quoteString);
-      final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(
-          conn -> conn.prepareStatement(CTID_TABLE_BLOCK_SIZE.formatted(fullTableName)).executeQuery(),
-          resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-      Preconditions.checkState(jsonNodes.size() == 1);
-      final long relationSize = jsonNodes.get(0).get("pg_relation_size").asLong();
-      final long blockSize = jsonNodes.get(0).get("current_setting").asLong();
-      LOGGER.info("Stream {} relation size is {}. block size {}", fullTableName, relationSize, blockSize);
-      return new TableBlockSize(relationSize, blockSize);
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  /**
-   * Filter out streams that are currently under vacuum from being synced via Ctid
-   *
-   * @param streamsUnderVacuum streams that are currently under vacuum
-   * @param ctidStreams preliminary streams to be synced via Ctid
-   * @return ctid streams that are not under vacuum
-   */
-  public static List<ConfiguredAirbyteStream> filterStreamsUnderVacuumForCtidSync(final List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair> streamsUnderVacuum,
-                                                                                  final CtidStreams ctidStreams) {
-    return streamsUnderVacuum.isEmpty() ? List.copyOf(ctidStreams.streamsForCtidSync())
-        : ctidStreams.streamsForCtidSync().stream()
-            .filter(c -> !streamsUnderVacuum.contains(io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair.fromConfiguredAirbyteSteam(c)))
-            .toList();
-  }
-
-  public static Map<AirbyteStreamNameNamespacePair, Integer> getTableMaxTupleForStreams(final JdbcDatabase database,
-                                                                                        final List<ConfiguredAirbyteStream> streams,
-                                                                                        final String quoteString) {
-    final Map<AirbyteStreamNameNamespacePair, Integer> tableMaxTupleEstimates = new HashMap<>();
-    streams.forEach(stream -> {
-      final AirbyteStreamNameNamespacePair namespacePair =
-          new AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace());
-      final int maxTuple = getTableMaxTupleForStream(database, namespacePair, quoteString);
-      tableMaxTupleEstimates.put(namespacePair, maxTuple);
-    });
-    return tableMaxTupleEstimates;
-  }
-
-  public static int getTableMaxTupleForStream(final JdbcDatabase database,
-                                              final AirbyteStreamNameNamespacePair stream,
-                                              final String quoteString) {
-    try {
-      final String streamName = stream.getName();
-      final String schemaName = stream.getNamespace();
-      final String fullTableName =
-          getFullyQualifiedTableNameWithQuoting(schemaName, streamName, quoteString);
-      LOGGER.debug("running {}", CTID_ESTIMATE_MAX_TUPLE.formatted(schemaName, streamName));
-      final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(
-          conn -> conn.prepareStatement(CTID_ESTIMATE_MAX_TUPLE.formatted(schemaName, streamName)).executeQuery(),
-          resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-      Preconditions.checkState(jsonNodes.size() == 1);
-      final int maxTuple = jsonNodes.get(0).get("max_tuple").asInt();
-      LOGGER.info("Stream {} max tuple is {}", fullTableName, maxTuple);
-      return maxTuple;
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSource.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSource.java
deleted file mode 100644
index 3ff13fc85bb6..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSource.java
+++ /dev/null
@@ -1,1069 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.JDBC_COLUMN_COLUMN_NAME;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.JDBC_INDEX_NAME;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.JDBC_INDEX_NON_UNIQUE;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.CLIENT_KEY_STORE_PASS;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.CLIENT_KEY_STORE_URL;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.PARAM_CA_CERTIFICATE;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.parseSSLConfig;
-import static io.airbyte.cdk.db.jdbc.JdbcUtils.AMPERSAND;
-import static io.airbyte.cdk.db.jdbc.JdbcUtils.EQUALS;
-import static io.airbyte.cdk.db.jdbc.JdbcUtils.PLATFORM_DATA_INCREASE_FACTOR;
-import static io.airbyte.cdk.integrations.debezium.AirbyteDebeziumHandler.isAnyStreamIncrementalSyncMode;
-import static io.airbyte.cdk.integrations.source.jdbc.JdbcDataSourceUtils.DEFAULT_JDBC_PARAMETERS_DELIMITER;
-import static io.airbyte.cdk.integrations.source.relationaldb.RelationalDbQueryUtils.getFullyQualifiedTableNameWithQuoting;
-import static io.airbyte.cdk.integrations.util.PostgresSslConnectionUtils.PARAM_SSL_MODE;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.NULL_CURSOR_VALUE_NO_SCHEMA_QUERY;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.NULL_CURSOR_VALUE_WITH_SCHEMA_QUERY;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.ROW_COUNT_RESULT_COL;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.TABLE_ESTIMATE_QUERY;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.TOTAL_BYTES_RESULT_COL;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.filterStreamsUnderVacuumForCtidSync;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.getCursorBasedSyncStatusForStreams;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.streamsUnderVacuum;
-import static io.airbyte.integrations.source.postgres.PostgresUtils.isCdc;
-import static io.airbyte.integrations.source.postgres.PostgresUtils.isXmin;
-import static io.airbyte.integrations.source.postgres.PostgresUtils.prettyPrintConfiguredAirbyteStreamList;
-import static io.airbyte.integrations.source.postgres.cdc.PostgresCdcCtidInitializer.cdcCtidIteratorsCombined;
-import static io.airbyte.integrations.source.postgres.cdc.PostgresCdcCtidInitializer.getCtidInitialLoadGlobalStateManager;
-import static io.airbyte.integrations.source.postgres.cdc.PostgresCdcCtidInitializer.getSavedOffsetAfterReplicationSlotLSN;
-import static io.airbyte.integrations.source.postgres.ctid.CtidUtils.createInitialLoader;
-import static io.airbyte.integrations.source.postgres.cursor_based.CursorBasedCtidUtils.categoriseStreams;
-import static io.airbyte.integrations.source.postgres.cursor_based.CursorBasedCtidUtils.reclassifyCategorisedCtidStreams;
-import static io.airbyte.integrations.source.postgres.xmin.XminCtidUtils.categoriseStreams;
-import static io.airbyte.integrations.source.postgres.xmin.XminCtidUtils.reclassifyCategorisedCtidStreams;
-import static java.util.stream.Collectors.toList;
-import static java.util.stream.Collectors.toSet;
-import static org.postgresql.PGProperty.CURRENT_SCHEMA;
-import static org.postgresql.PGProperty.PREPARE_THRESHOLD;
-import static org.postgresql.PGProperty.TCP_KEEP_ALIVE;
-
-import com.azure.core.credential.AccessToken;
-import com.azure.core.credential.TokenRequestContext;
-import com.azure.identity.ClientSecretCredential;
-import com.azure.identity.ClientSecretCredentialBuilder;
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.annotations.VisibleForTesting;
-import com.google.common.base.Preconditions;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.ImmutableSet;
-import datadog.trace.api.Trace;
-import io.airbyte.cdk.db.factory.DataSourceFactory;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils;
-import io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.SslMode;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.db.jdbc.StreamingJdbcDatabase;
-import io.airbyte.cdk.db.jdbc.streaming.AdaptiveStreamingQueryConfig;
-import io.airbyte.cdk.integrations.base.AirbyteTraceMessageUtility;
-import io.airbyte.cdk.integrations.base.IntegrationRunner;
-import io.airbyte.cdk.integrations.base.Source;
-import io.airbyte.cdk.integrations.base.adaptive.AdaptiveSourceRunner;
-import io.airbyte.cdk.integrations.base.ssh.SshWrappedSource;
-import io.airbyte.cdk.integrations.source.jdbc.AbstractJdbcSource;
-import io.airbyte.cdk.integrations.source.jdbc.JdbcDataSourceUtils;
-import io.airbyte.cdk.integrations.source.jdbc.dto.JdbcPrivilegeDto;
-import io.airbyte.cdk.integrations.source.relationaldb.InitialLoadHandler;
-import io.airbyte.cdk.integrations.source.relationaldb.TableInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.state.NonResumableStateMessageProducer;
-import io.airbyte.cdk.integrations.source.relationaldb.state.SourceStateMessageProducer;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.cdk.integrations.source.relationaldb.streamstatus.StreamStatusTraceEmitterIterator;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.features.EnvVariableFeatureFlags;
-import io.airbyte.commons.features.FeatureFlags;
-import io.airbyte.commons.functional.CheckedConsumer;
-import io.airbyte.commons.functional.CheckedFunction;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.map.MoreMaps;
-import io.airbyte.commons.stream.AirbyteStreamStatusHolder;
-import io.airbyte.commons.util.AutoCloseableIterator;
-import io.airbyte.commons.util.AutoCloseableIterators;
-import io.airbyte.integrations.source.postgres.PostgresQueryUtils.ResultWithFailed;
-import io.airbyte.integrations.source.postgres.cdc.PostgresReplicationConnection;
-import io.airbyte.integrations.source.postgres.ctid.CtidGlobalStateManager;
-import io.airbyte.integrations.source.postgres.ctid.CtidPerStreamStateManager;
-import io.airbyte.integrations.source.postgres.ctid.CtidStateManager;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.StreamsCategorised;
-import io.airbyte.integrations.source.postgres.ctid.FileNodeHandler;
-import io.airbyte.integrations.source.postgres.ctid.PostgresCtidHandler;
-import io.airbyte.integrations.source.postgres.cursor_based.CursorBasedCtidUtils.CursorBasedStreams;
-import io.airbyte.integrations.source.postgres.cursor_based.PostgresCursorBasedStateManager;
-import io.airbyte.integrations.source.postgres.internal.models.CursorBasedStatus;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.integrations.source.postgres.xmin.PostgresXminHandler;
-import io.airbyte.integrations.source.postgres.xmin.XminCtidUtils.XminStreams;
-import io.airbyte.integrations.source.postgres.xmin.XminStateManager;
-import io.airbyte.protocol.models.CommonField;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteConnectionStatus;
-import io.airbyte.protocol.models.v0.AirbyteConnectionStatus.Status;
-import io.airbyte.protocol.models.v0.AirbyteEstimateTraceMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteStreamStatusTraceMessage;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.ConnectorSpecification;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.net.URI;
-import java.net.URISyntaxException;
-import java.net.URLEncoder;
-import java.nio.charset.StandardCharsets;
-import java.nio.file.Path;
-import java.sql.Connection;
-import java.sql.PreparedStatement;
-import java.sql.ResultSet;
-import java.sql.SQLException;
-import java.time.Instant;
-import java.util.ArrayList;
-import java.util.Collection;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.Set;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-import javax.sql.DataSource;
-import org.apache.commons.lang3.StringUtils;
-import org.postgresql.PGProperty;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresSource extends AbstractJdbcSource<PostgresType> implements Source {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresSource.class);
-  private static final int INTERMEDIATE_STATE_EMISSION_FREQUENCY = 10_000;
-  public static final String PARAM_SSLMODE = "sslmode";
-  public static final String SSL_MODE = "ssl_mode";
-  public static final String SSL_ROOT_CERT = "sslrootcert";
-
-  static final String DRIVER_CLASS = DatabaseDriver.POSTGRESQL.getDriverClassName();
-  public static final String CA_CERTIFICATE_PATH = "ca_certificate_path";
-  public static final String SSL_KEY = "sslkey";
-  public static final String SSL_PASSWORD = "sslpassword";
-  public static final String MODE = "mode";
-
-  public static final String TUNNEL_METHOD = "tunnel_method";
-  public static final String NO_TUNNEL = "NO_TUNNEL";
-  public static final String SSL_MODE_ALLOW = "allow";
-  public static final String SSL_MODE_PREFER = "prefer";
-  public static final String SSL_MODE_DISABLE = "disable";
-  public static final String SSL_MODE_REQUIRE = "require";
-
-  public static final String ENTRA_SERVICE_PRINCIPAL_AUTH = "entra_service_principal_auth";
-  public static final String ENTRA_TENANT_ID = "entra_tenant_id";
-  public static final String ENTRA_CLIENT_ID = "entra_client_id";
-
-  public static final Map<PGProperty, String> JDBC_CONNECTION_PARAMS = ImmutableMap.of(
-      // Initialize parameters with prepareThreshold=0 to mitigate pgbouncer errors
-      // https://github.com/airbytehq/airbyte/issues/24796
-      PREPARE_THRESHOLD, "0", TCP_KEEP_ALIVE, "true");
-
-  private List<String> schemas;
-
-  private Set<AirbyteStreamNameNamespacePair> publicizedTablesInCdc;
-  private static final Set<String> INVALID_CDC_SSL_MODES = ImmutableSet.of("allow", "prefer");
-  private int stateEmissionFrequency;
-  private final FeatureFlags featureFlags;
-
-  public static Source sshWrappedSource(PostgresSource source) {
-    return new SshWrappedSource(source, JdbcUtils.HOST_LIST_KEY, JdbcUtils.PORT_LIST_KEY, "security");
-  }
-
-  PostgresSource() {
-    this(new EnvVariableFeatureFlags());
-  }
-
-  PostgresSource(FeatureFlags featureFlags) {
-    super(DRIVER_CLASS, AdaptiveStreamingQueryConfig::new, new PostgresSourceOperations());
-    this.featureFlags = featureFlags;
-    this.stateEmissionFrequency = INTERMEDIATE_STATE_EMISSION_FREQUENCY;
-  }
-
-  @Override
-  public FeatureFlags getFeatureFlags() {
-    return featureFlags;
-  }
-
-  @Override
-  public ConnectorSpecification spec() throws Exception {
-    if (cloudDeploymentMode()) {
-      final ConnectorSpecification spec = Jsons.clone(super.spec());
-      final ObjectNode properties = (ObjectNode) spec.getConnectionSpecification().get("properties");
-      ((ObjectNode) properties.get(SSL_MODE)).put("default", SSL_MODE_REQUIRE);
-
-      return spec;
-    }
-    return super.spec();
-  }
-
-  @Override
-  public JsonNode toDatabaseConfig(final JsonNode config) {
-    final List<String> additionalParameters = new ArrayList<>();
-    for (var e : JDBC_CONNECTION_PARAMS.entrySet()) {
-      additionalParameters.add(e.getKey().getName() + EQUALS + e.getValue());
-    }
-
-    final String encodedDatabaseName = URLEncoder.encode(config.get(JdbcUtils.DATABASE_KEY).asText(), StandardCharsets.UTF_8);
-
-    final StringBuilder jdbcUrl = new StringBuilder(String.format("jdbc:postgresql://%s:%s/%s?",
-        config.get(JdbcUtils.HOST_KEY).asText(),
-        config.get(JdbcUtils.PORT_KEY).asText(),
-        encodedDatabaseName));
-
-    if (config.get(JdbcUtils.JDBC_URL_PARAMS_KEY) != null && !config.get(JdbcUtils.JDBC_URL_PARAMS_KEY).asText().isEmpty()) {
-      additionalParameters.add(config.get(JdbcUtils.JDBC_URL_PARAMS_KEY).asText());
-    }
-
-    final Map<String, String> sslParameters = parseSSLConfig(config);
-    if (config.has(PARAM_SSL_MODE) && config.get(PARAM_SSL_MODE).has(PARAM_CA_CERTIFICATE)) {
-      sslParameters.put(CA_CERTIFICATE_PATH,
-          JdbcSSLConnectionUtils.fileFromCertPem(config.get(PARAM_SSL_MODE).get(PARAM_CA_CERTIFICATE).asText()).toString());
-      LOGGER.debug("root ssl ca crt file: {}", sslParameters.get(CA_CERTIFICATE_PATH));
-    }
-
-    if (config.has(JdbcUtils.SCHEMAS_KEY) && config.get(JdbcUtils.SCHEMAS_KEY).isArray()) {
-      schemas = new ArrayList<>();
-      for (final JsonNode schema : config.get(JdbcUtils.SCHEMAS_KEY)) {
-        schemas.add(schema.asText());
-      }
-    }
-
-    if (schemas != null && !schemas.isEmpty()) {
-      additionalParameters.add(CURRENT_SCHEMA.getName() + EQUALS + String.join(",", schemas));
-    }
-    additionalParameters.addAll(toJDBCQueryParams(sslParameters));
-    jdbcUrl.append(String.join(AMPERSAND, additionalParameters));
-    LOGGER.debug("jdbc url: {}", jdbcUrl);
-    final ImmutableMap.Builder<Object, Object> configBuilder = ImmutableMap.builder()
-        .put(JdbcUtils.USERNAME_KEY, config.get(JdbcUtils.USERNAME_KEY).asText())
-        .put(JdbcUtils.JDBC_URL_KEY, jdbcUrl.toString());
-
-    if (config.has(JdbcUtils.PASSWORD_KEY)) {
-      configBuilder.put(JdbcUtils.PASSWORD_KEY, config.get(JdbcUtils.PASSWORD_KEY).asText());
-    }
-
-    configBuilder.putAll(sslParameters);
-    return Jsons.jsonNode(configBuilder.build());
-  }
-
-  public List<String> toJDBCQueryParams(final Map<String, String> sslParams) {
-    return Objects.isNull(sslParams)
-        ? List.of()
-        : sslParams.entrySet()
-            .stream()
-            .map((entry) -> {
-              try {
-                return switch (entry.getKey()) {
-                  case JdbcSSLConnectionUtils.SSL_MODE -> PARAM_SSLMODE + EQUALS + toSslJdbcParam(SslMode.valueOf(entry.getValue()));
-                  case CA_CERTIFICATE_PATH -> SSL_ROOT_CERT + EQUALS + entry.getValue();
-                  case CLIENT_KEY_STORE_URL -> SSL_KEY + EQUALS + Path.of(new URI(entry.getValue()));
-                  case CLIENT_KEY_STORE_PASS -> SSL_PASSWORD + EQUALS + entry.getValue();
-                  default -> "";
-                };
-              } catch (final URISyntaxException e) {
-                throw new IllegalArgumentException("unable to convert to URI", e);
-              }
-            })
-            .filter(s -> Objects.nonNull(s) && !s.isEmpty())
-            .toList();
-  }
-
-  @Override
-  public Set<String> getExcludedInternalNameSpaces() {
-    return Set.of("information_schema", "pg_catalog", "pg_internal", "catalog_history");
-  }
-
-  @Override
-  protected Set<String> getExcludedViews() {
-    return Set.of("pg_stat_statements", "pg_stat_statements_info", "pg_buffercache");
-  }
-
-  @Override
-  protected void logPreSyncDebugData(final JdbcDatabase database, final ConfiguredAirbyteCatalog catalog)
-      throws SQLException {
-    super.logPreSyncDebugData(database, catalog);
-    for (final ConfiguredAirbyteStream stream : catalog.getStreams()) {
-      final String streamName = stream.getStream().getName();
-      final String schemaName = stream.getStream().getNamespace();
-      final ResultSet indexInfo = database.getMetaData().getIndexInfo(null,
-          schemaName,
-          streamName,
-          false,
-          false);
-      LOGGER.info("Discovering indexes for schema \"{}\", table \"{}\"", schemaName, streamName);
-      while (indexInfo.next()) {
-        LOGGER.info("Index name: {}, Column: {}, Unique: {}",
-            indexInfo.getString(JDBC_INDEX_NAME),
-            indexInfo.getString(JDBC_COLUMN_COLUMN_NAME),
-            !indexInfo.getBoolean(JDBC_INDEX_NON_UNIQUE));
-      }
-      indexInfo.close();
-    }
-
-  }
-
-  @Override
-  @Trace(operationName = DISCOVER_TRACE_OPERATION_NAME)
-  public AirbyteCatalog discover(final JsonNode config) {
-    final AirbyteCatalog catalog = super.discover(config);
-
-    if (isCdc(config)) {
-      final List<AirbyteStream> streams = catalog.getStreams().stream()
-          .map(PostgresCatalogHelper::overrideSyncModes)
-          .map(PostgresCatalogHelper::removeIncrementalWithoutPk)
-          .map(PostgresCatalogHelper::setIncrementalToSourceDefined)
-          .map(PostgresCatalogHelper::setDefaultCursorFieldForCdc)
-          .map(PostgresCatalogHelper::addCdcMetadataColumns)
-          // If we're in CDC mode and a stream is not in the publication, the user should only be able to sync
-          // this in FULL_REFRESH mode
-          .map(stream -> PostgresCatalogHelper.setFullRefreshForNonPublicationStreams(stream, publicizedTablesInCdc))
-          .collect(toList());
-
-      catalog.setStreams(streams);
-    } else if (isXmin(config)) {
-      try {
-        JdbcDatabase database = createDatabase(config);
-        Map<String, List<String>> viewsBySchema = PostgresCatalogHelper.getViewsForAllSchemas(database, schemas);
-        // Xmin replication has a source-defined cursor (the xmin column). This is done to prevent the user
-        // from being able to pick their own cursor.
-        final List<AirbyteStream> streams = catalog.getStreams().stream()
-            .map(stream -> PostgresCatalogHelper.overrideSyncModes(stream, viewsBySchema))
-            .map(PostgresCatalogHelper::setIncrementalToSourceDefined)
-            .collect(toList());
-        catalog.setStreams(streams);
-      } catch (SQLException e) {
-        LOGGER.error("Error checking if stream is a view", e);
-      }
-    }
-    return catalog;
-  }
-
-  private String getPassword(JsonNode jdbcConfig) {
-
-    Boolean useSpAuth = jdbcConfig.has(ENTRA_SERVICE_PRINCIPAL_AUTH) && jdbcConfig.get(ENTRA_SERVICE_PRINCIPAL_AUTH).booleanValue();
-
-    if (useSpAuth) {
-      String tenantId = jdbcConfig.has(ENTRA_TENANT_ID) ? jdbcConfig.get(ENTRA_TENANT_ID).asText() : null;
-      String clientId = jdbcConfig.has(ENTRA_CLIENT_ID) ? jdbcConfig.get(ENTRA_CLIENT_ID).asText() : null;
-      String clientSecret = jdbcConfig.has(JdbcUtils.PASSWORD_KEY) ? jdbcConfig.get(JdbcUtils.PASSWORD_KEY).asText() : null;
-
-      ClientSecretCredential credential = new ClientSecretCredentialBuilder()
-          .clientId(clientId)
-          .clientSecret(clientSecret)
-          .tenantId(tenantId)
-          .build();
-
-      TokenRequestContext request = new TokenRequestContext()
-          .addScopes("https://ossrdbms-aad.database.windows.net/.default");
-
-      AccessToken accessToken = credential
-          .getToken(request)
-          .retry(3L)
-          .blockOptional()
-          .orElseThrow(() -> new RuntimeException("Failed to retrieve token for Entra service principal"));
-
-      return accessToken.getToken();
-
-    } else {
-      return jdbcConfig.has(JdbcUtils.PASSWORD_KEY) ? jdbcConfig.get(JdbcUtils.PASSWORD_KEY).asText() : null;
-    }
-  }
-
-  @Override
-  public JdbcDatabase createDatabase(final JsonNode sourceConfig) throws SQLException {
-    final JsonNode jdbcConfig = toDatabaseConfig(sourceConfig);
-    final Map<String, String> connectionProperties = getConnectionProperties(sourceConfig);
-    // Create the data source
-    final DataSource dataSource = DataSourceFactory.create(
-        jdbcConfig.has(JdbcUtils.USERNAME_KEY) ? jdbcConfig.get(JdbcUtils.USERNAME_KEY).asText() : null,
-        getPassword(sourceConfig),
-        driverClassName,
-        jdbcConfig.get(JdbcUtils.JDBC_URL_KEY).asText(),
-        connectionProperties,
-        getConnectionTimeout(connectionProperties, driverClassName));
-    // Record the data source so that it can be closed.
-    dataSources.add(dataSource);
-
-    final JdbcDatabase database = new StreamingJdbcDatabase(
-        dataSource,
-        sourceOperations,
-        streamingQueryConfigProvider);
-
-    setQuoteString((getQuoteString() == null ? database.getMetaData().getIdentifierQuoteString() : getQuoteString()));
-    database.setSourceConfig(sourceConfig);
-    database.setDatabaseConfig(jdbcConfig);
-
-    this.publicizedTablesInCdc = PostgresCatalogHelper.getPublicizedTables(database);
-
-    return database;
-  }
-
-  public static Map<String, String> getConnectionProperties(final JsonNode config) {
-    final Map<String, String> customProperties =
-        config.has(JdbcUtils.JDBC_URL_PARAMS_KEY)
-            ? parseJdbcParameters(config.get(JdbcUtils.JDBC_URL_PARAMS_KEY).asText(), DEFAULT_JDBC_PARAMETERS_DELIMITER)
-            : new HashMap<>();
-    final Map<String, String> defaultProperties = JdbcDataSourceUtils.getDefaultConnectionProperties(config);
-    JdbcDataSourceUtils.assertCustomParametersDontOverwriteDefaultParameters(customProperties, defaultProperties);
-    return MoreMaps.merge(customProperties, defaultProperties);
-  }
-
-  public static Map<String, String> parseJdbcParameters(final String jdbcPropertiesString, final String delimiter) {
-    final Map<String, String> parameters = new HashMap<>();
-    if (!jdbcPropertiesString.isBlank()) {
-      final String[] keyValuePairs = jdbcPropertiesString.split(delimiter);
-      for (final String kv : keyValuePairs) {
-        final String[] split = kv.split("=");
-        if (split.length == 2) {
-          parameters.put(split[0], split[1]);
-        } else if (split.length > 2 && "options".equals(split[0])) {
-          parameters.put(split[0], kv.substring(split[0].length() + delimiter.length()));
-        } else {
-          throw new ConfigErrorException(
-              "jdbc_url_params must be formatted as 'key=value' pairs separated by the symbol '&'. (example: key1=value1&key2=value2&key3=value3). Got "
-                  + jdbcPropertiesString);
-        }
-      }
-    }
-    return parameters;
-  }
-
-  @Override
-  public List<TableInfo<CommonField<PostgresType>>> discoverInternal(final JdbcDatabase database) throws Exception {
-    return discoverRawTables(database);
-  }
-
-  public List<TableInfo<CommonField<PostgresType>>> discoverRawTables(final JdbcDatabase database) throws Exception {
-    if (schemas != null && !schemas.isEmpty()) {
-      // process explicitly selected (from UI) schemas
-      final List<TableInfo<CommonField<PostgresType>>> internals = new ArrayList<>();
-      for (final String schema : schemas) {
-        LOGGER.debug("Checking schema: {}", schema);
-        final List<TableInfo<CommonField<PostgresType>>> tables = super.discoverInternal(database, schema);
-        internals.addAll(tables);
-        for (final TableInfo<CommonField<PostgresType>> table : tables) {
-          LOGGER.debug("Found table: {}.{}", table.getNameSpace(), table.getName());
-        }
-      }
-      return internals;
-    } else {
-      LOGGER.info("No schemas explicitly set on UI to process, so will process all of existing schemas in DB");
-      return super.discoverInternal(database);
-    }
-  }
-
-  @VisibleForTesting
-  List<JsonNode> getReplicationSlot(final JdbcDatabase database, final JsonNode config) {
-    try {
-      return database.queryJsons(connection -> {
-        final String sql = "SELECT * FROM pg_replication_slots WHERE slot_name = ? AND plugin = ? AND database = ?";
-        final PreparedStatement ps = connection.prepareStatement(sql);
-        ps.setString(1, config.get("replication_method").get("replication_slot").asText());
-        ps.setString(2, PostgresUtils.getPluginValue(config.get("replication_method")));
-        ps.setString(3, config.get(JdbcUtils.DATABASE_KEY).asText());
-
-        LOGGER.info("Attempting to find the named replication slot using the query: {}", ps);
-
-        return ps;
-      }, sourceOperations::rowToJson);
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  @Trace(operationName = CHECK_TRACE_OPERATION_NAME)
-  @Override
-  public List<CheckedConsumer<JdbcDatabase, Exception>> getCheckOperations(final JsonNode config)
-      throws Exception {
-    final List<CheckedConsumer<JdbcDatabase, Exception>> checkOperations = new ArrayList<>(
-        super.getCheckOperations(config));
-
-    if (isCdc(config)) {
-      checkOperations.add(database -> {
-        final List<JsonNode> matchingSlots = getReplicationSlot(database, config);
-
-        if (matchingSlots.size() != 1) {
-          throw new ConfigErrorException(
-              "Expected exactly one replication slot but found " + matchingSlots.size()
-                  + ". Please read the docs and add a replication slot to your database.");
-        }
-
-      });
-
-      checkOperations.add(database -> {
-        final List<JsonNode> matchingPublications = database.queryJsons(connection -> {
-          final PreparedStatement ps = connection.prepareStatement("SELECT * FROM pg_publication WHERE pubname = ?");
-          ps.setString(1, config.get("replication_method").get("publication").asText());
-          LOGGER.info("Attempting to find the publication using the query: " + ps);
-          return ps;
-        }, sourceOperations::rowToJson);
-
-        if (matchingPublications.size() != 1) {
-          throw new ConfigErrorException(
-              "Expected exactly one publication but found " + matchingPublications.size()
-                  + ". Please read the docs and add a publication to your database.");
-        }
-
-      });
-
-      checkOperations.add(database -> PostgresUtils.checkFirstRecordWaitTime(config));
-
-      checkOperations.add(database -> PostgresUtils.checkQueueSize(config));
-
-      // Verify that a CDC connection can be created
-      checkOperations.add(database -> {
-        /**
-         * TODO: Next line is required for SSL connections so the JDBC_URL is set with all required
-         * parameters. This needs to be handle by createConnection function instead. Created issue
-         * https://github.com/airbytehq/airbyte/issues/23380.
-         */
-        final JsonNode databaseConfig = database.getDatabaseConfig();
-        // Empty try statement as we only need to verify that the connection can be created.
-        try (final Connection connection = PostgresReplicationConnection.createConnection(databaseConfig)) {}
-      });
-    }
-
-    if (isXmin(config)) {
-      checkOperations.add(database -> {
-        if (PostgresQueryUtils.getXminStatus(database).getNumWraparound() > 0) {
-          throw new ConfigErrorException("We detected XMIN transaction wraparound in the database, " +
-              "which makes this sync option inefficient and can lead to higher credit consumption. " +
-              "Please change the replication method to CDC or cursor based.");
-        }
-      });
-    }
-
-    return checkOperations;
-  }
-
-  @Override
-  public List<AutoCloseableIterator<AirbyteMessage>> getIncrementalIterators(final JdbcDatabase database,
-                                                                             final ConfiguredAirbyteCatalog catalog,
-                                                                             final Map<String, TableInfo<CommonField<PostgresType>>> tableNameToTable,
-                                                                             final StateManager stateManager,
-                                                                             final Instant emittedAt) {
-    final JsonNode sourceConfig = database.getSourceConfig();
-    if (isCdc(sourceConfig) && isAnyStreamIncrementalSyncMode(catalog)) {
-      LOGGER.info("Using ctid + CDC");
-      return cdcCtidIteratorsCombined(database, catalog, tableNameToTable, stateManager, emittedAt, getQuoteString(),
-          (CtidGlobalStateManager) ctidStateManager, savedOffsetAfterReplicationSlotLSN);
-    }
-
-    if (isAnyStreamIncrementalSyncMode(catalog) && isXmin(sourceConfig)) {
-      // Log and save the xmin status
-      final XminStatus xminStatus;
-      try {
-        xminStatus = PostgresQueryUtils.getXminStatus(database);
-        if (xminStatus.getNumWraparound() > 0) {
-          throw new ConfigErrorException("We detected XMIN transaction wraparound in the database, " +
-              "which makes this sync option inefficient and can lead to higher credit consumption. " +
-              "Please change the replication method to CDC or cursor based.");
-        }
-      } catch (SQLException e) {
-        throw new RuntimeException(e);
-      }
-
-      finalListOfStreamsToBeSyncedViaCtid = finalListOfStreamsToBeSyncedViaCtid.stream()
-          .filter(streamUnderCheck -> streamUnderCheck.getSyncMode() == SyncMode.INCREMENTAL).collect(toList());
-
-      final FileNodeHandler fileNodeHandler =
-          PostgresQueryUtils.fileNodeForStreams(database,
-              finalListOfStreamsToBeSyncedViaCtid,
-              getQuoteString());
-
-      ctidStateManager.setStreamStateIteratorFields(namespacePair -> Jsons.jsonNode(xminStatus));
-      final PostgresCtidHandler ctidHandler =
-          createInitialLoader(database, finalListOfStreamsToBeSyncedViaCtid, fileNodeHandler, getQuoteString(), ctidStateManager,
-              Optional.empty());
-
-      if (!xminStreamsCategorised.ctidStreams().streamsForCtidSync().isEmpty()) {
-        LOGGER.info("Streams to be synced via ctid : {}", finalListOfStreamsToBeSyncedViaCtid.size());
-        LOGGER.info("Streams: {}", prettyPrintConfiguredAirbyteStreamList(finalListOfStreamsToBeSyncedViaCtid));
-      } else {
-        LOGGER.info("No Streams will be synced via ctid.");
-      }
-
-      var xminStreams = xminStreamsCategorised.remainingStreams();
-
-      if (!xminStreams.streamsForXminSync().isEmpty()) {
-        LOGGER.info("Streams to be synced via xmin : {}", xminStreams.streamsForXminSync().size());
-        LOGGER.info("Streams: {}", prettyPrintConfiguredAirbyteStreamList(xminStreams.streamsForXminSync()));
-      } else {
-        LOGGER.info("No Streams will be synced via xmin.");
-      }
-
-      final XminStateManager xminStateManager = new XminStateManager(xminStreams.statesFromXminSync());
-      final PostgresXminHandler xminHandler = new PostgresXminHandler(database, sourceOperations, getQuoteString(), xminStatus, xminStateManager);
-
-      final List<AutoCloseableIterator<AirbyteMessage>> initialSyncCtidIterators = new ArrayList<>(ctidHandler.getInitialSyncCtidIterator(
-          new ConfiguredAirbyteCatalog().withStreams(finalListOfStreamsToBeSyncedViaCtid), tableNameToTable, emittedAt, /*
-                                                                                                                         * decorateWithStartedStatus=
-                                                                                                                         */ true, /*
-                                                                                                                                   * decorateWithCompletedStatus=
-                                                                                                                                   */ true,
-          Optional.empty()));
-      final List<AutoCloseableIterator<AirbyteMessage>> xminIterators = new ArrayList<>(xminHandler.getIncrementalIterators(
-          new ConfiguredAirbyteCatalog().withStreams(xminStreams.streamsForXminSync()), tableNameToTable, emittedAt));
-
-      return Stream
-          .of(initialSyncCtidIterators, xminIterators)
-          .flatMap(Collection::stream)
-          .collect(Collectors.toList());
-
-    } else if (isAnyStreamIncrementalSyncMode(catalog)) {
-      final PostgresCursorBasedStateManager postgresCursorBasedStateManager =
-          new PostgresCursorBasedStateManager(stateManager.getRawStateMessages(), catalog);
-      recategoriseForCursorBased(database, catalog, stateManager, true);
-
-      final FileNodeHandler fileNodeHandler =
-          PostgresQueryUtils.fileNodeForStreams(database,
-              finalListOfStreamsToBeSyncedViaCtid,
-              getQuoteString());
-
-      final Map<io.airbyte.protocol.models.AirbyteStreamNameNamespacePair, CursorBasedStatus> cursorBasedStatusMap =
-          getCursorBasedSyncStatusForStreams(database, finalListOfStreamsToBeSyncedViaCtid, postgresCursorBasedStateManager, getQuoteString());
-
-      if (finalListOfStreamsToBeSyncedViaCtid.isEmpty()) {
-        LOGGER.info("No Streams will be synced via ctid.");
-      } else {
-        LOGGER.info("Streams to be synced via ctid : {}", finalListOfStreamsToBeSyncedViaCtid.size());
-        LOGGER.info("Streams: {}", prettyPrintConfiguredAirbyteStreamList(finalListOfStreamsToBeSyncedViaCtid));
-      }
-
-      if (!cursorBasedStreamsCategorised.remainingStreams().streamsForCursorBasedSync().isEmpty()) {
-        LOGGER.info("Streams to be synced via cursor : {}", cursorBasedStreamsCategorised.remainingStreams().streamsForCursorBasedSync().size());
-        LOGGER.info("Streams: {}",
-            prettyPrintConfiguredAirbyteStreamList(cursorBasedStreamsCategorised.remainingStreams().streamsForCursorBasedSync()));
-      } else {
-        LOGGER.info("No streams to be synced via cursor");
-      }
-
-      ctidStateManager.setStreamStateIteratorFields(namespacePair -> Jsons.jsonNode(cursorBasedStatusMap.get(namespacePair)));
-      final PostgresCtidHandler cursorBasedCtidHandler =
-          createInitialLoader(database, finalListOfStreamsToBeSyncedViaCtid, fileNodeHandler, getQuoteString(), ctidStateManager, Optional.empty());
-
-      final List<AutoCloseableIterator<AirbyteMessage>> initialSyncCtidIterators = new ArrayList<>(
-          cursorBasedCtidHandler.getInitialSyncCtidIterator(new ConfiguredAirbyteCatalog().withStreams(finalListOfStreamsToBeSyncedViaCtid),
-              tableNameToTable,
-              emittedAt, /* decorateWithStartedStatus= */ true, /* decorateWithCompletedStatus= */ true, Optional.empty()));
-      final List<AutoCloseableIterator<AirbyteMessage>> cursorBasedIterators = new ArrayList<>(super.getIncrementalIterators(database,
-          new ConfiguredAirbyteCatalog().withStreams(
-              cursorBasedStreamsCategorised.remainingStreams()
-                  .streamsForCursorBasedSync()),
-          tableNameToTable,
-          postgresCursorBasedStateManager, emittedAt));
-
-      return Stream
-          .of(initialSyncCtidIterators, cursorBasedIterators)
-          .flatMap(Collection::stream)
-          .collect(Collectors.toList());
-    }
-
-    return super.getIncrementalIterators(database, catalog, tableNameToTable, stateManager, emittedAt);
-  }
-
-  @Override
-  public Set<JdbcPrivilegeDto> getPrivilegesTableForCurrentUser(final JdbcDatabase database,
-                                                                final String schema)
-      throws SQLException {
-    final CheckedFunction<Connection, PreparedStatement, SQLException> statementCreator = connection -> {
-      final PreparedStatement ps = connection.prepareStatement(
-          """
-                 SELECT nspname as table_schema,
-                        relname as table_name
-                 FROM   pg_class c
-                 JOIN   pg_namespace n on c.relnamespace = n.oid
-                 WHERE  has_table_privilege(c.oid, 'SELECT')
-                 AND    has_schema_privilege(current_user, nspname, 'USAGE')
-                 -- r = ordinary table, i = index, S = sequence, t = TOAST table, v = view, m = materialized view, c = composite type, f = foreign table, p = partitioned table, I = partitioned index
-                 AND    relkind in ('r', 'm', 'v', 't', 'f', 'p')
-                 and    ((? is null) OR nspname = ?)
-          """);
-      ps.setString(1, schema);
-      ps.setString(2, schema);
-      return ps;
-    };
-
-    return database.queryJsons(statementCreator, sourceOperations::rowToJson)
-        .stream()
-        .map(e -> JdbcPrivilegeDto.builder()
-            .schemaName(e.get("table_schema").asText())
-            .tableName(e.get("table_name").asText())
-            .build())
-        .collect(toSet());
-  }
-
-  @VisibleForTesting
-  static String getUsername(final JsonNode databaseConfig) {
-    final String jdbcUrl = databaseConfig.get(JdbcUtils.JDBC_URL_KEY).asText();
-    final String username = databaseConfig.get(JdbcUtils.USERNAME_KEY).asText();
-
-    // Azure Postgres server has this username pattern: <username>@<host>.
-    // Inside Postgres, the true username is just <username>.
-    // The jdbc_url is constructed in the toDatabaseConfig method.
-    if (username.contains("@") && jdbcUrl.contains("azure.com:")) {
-      final String[] tokens = username.split("@");
-      final String postgresUsername = tokens[0];
-      LOGGER.info("Azure username \"{}\" is detected; use \"{}\" to check permission", username, postgresUsername);
-      return postgresUsername;
-    }
-
-    return username;
-  }
-
-  @Override
-  protected boolean isNotInternalSchema(final JsonNode jsonNode, final Set<String> internalSchemas) {
-    return false;
-  }
-
-  @Override
-  protected AirbyteStateType getSupportedStateType(final JsonNode config) {
-    return isCdc(config) ? AirbyteStateType.GLOBAL : AirbyteStateType.STREAM;
-  }
-
-  @Override
-  protected int getStateEmissionFrequency() {
-    return this.stateEmissionFrequency;
-  }
-
-  @VisibleForTesting
-  protected void setStateEmissionFrequencyForDebug(final int stateEmissionFrequency) {
-    this.stateEmissionFrequency = stateEmissionFrequency;
-  }
-
-  public static void main(final String[] args) throws Exception {
-    final Source source = PostgresSource.sshWrappedSource(new PostgresSource());
-    final PostgresSourceExceptionHandler exceptionHandler = new PostgresSourceExceptionHandler();
-    LOGGER.info("starting source: {}", PostgresSource.class);
-    new IntegrationRunner(source).run(args, exceptionHandler);
-    LOGGER.info("completed source: {}", PostgresSource.class);
-  }
-
-  @Override
-  @Trace(operationName = CHECK_TRACE_OPERATION_NAME)
-  public AirbyteConnectionStatus check(final JsonNode config) throws Exception {
-    // #15808 Disallow connecting to db with disable, prefer or allow SSL mode when connecting directly
-    // and not over SSH tunnel
-    if (cloudDeploymentMode()) {
-      LOGGER.info("Source configured as in Cloud Deployment mode");
-      if (config.has(TUNNEL_METHOD)
-          && config.get(TUNNEL_METHOD).has(TUNNEL_METHOD)
-          && config.get(TUNNEL_METHOD).get(TUNNEL_METHOD).asText().equals(NO_TUNNEL)) {
-        // If no SSH tunnel
-        if (config.has(SSL_MODE) && config.get(SSL_MODE).has(MODE)) {
-          if (Set.of(SSL_MODE_DISABLE, SSL_MODE_ALLOW, SSL_MODE_PREFER).contains(config.get(SSL_MODE).get(MODE).asText())) {
-            // Fail in case SSL mode is disable, allow or prefer
-            return new AirbyteConnectionStatus()
-                .withStatus(Status.FAILED)
-                .withMessage(
-                    "Unsecured connection not allowed. If no SSH Tunnel set up, please use one of the following SSL modes: require, verify-ca, verify-full");
-          }
-        }
-      }
-    }
-    if (isCdc(config)) {
-      if (config.has(SSL_MODE) && config.get(SSL_MODE).has(MODE)) {
-        final String sslModeValue = config.get(SSL_MODE).get(MODE).asText();
-        if (INVALID_CDC_SSL_MODES.contains(sslModeValue)) {
-          return new AirbyteConnectionStatus()
-              .withStatus(Status.FAILED)
-              .withMessage(String.format(
-                  "In CDC replication mode ssl value '%s' is invalid. Please use one of the following SSL modes: disable, require, verify-ca, verify-full",
-                  sslModeValue));
-        }
-      }
-    }
-    return super.check(config);
-  }
-
-  private CtidStateManager ctidStateManager = null;
-  private boolean savedOffsetAfterReplicationSlotLSN = false;
-  private List<ConfiguredAirbyteStream> finalListOfStreamsToBeSyncedViaCtid;
-
-  private StreamsCategorised<CursorBasedStreams> cursorBasedStreamsCategorised;
-  private StreamsCategorised<XminStreams> xminStreamsCategorised;
-
-  private void recategoriseStreamsForXmin(final JdbcDatabase database,
-                                          final ConfiguredAirbyteCatalog catalog,
-                                          final StateManager stateManager,
-                                          final boolean incrementalModeOnly) {
-    final XminStatus xminStatus;
-    try {
-      xminStatus = PostgresQueryUtils.getXminStatus(database);
-    } catch (SQLException e) {
-      throw new RuntimeException(e);
-    }
-    LOGGER.info(String.format("Xmin Status : {Number of wraparounds: %s, Xmin Transaction Value: %s, Xmin Raw Value: %s",
-        xminStatus.getNumWraparound(), xminStatus.getXminXidValue(), xminStatus.getXminRawValue()));
-    xminStreamsCategorised = categoriseStreams(stateManager, catalog, xminStatus);
-    final ResultWithFailed<List<AirbyteStreamNameNamespacePair>> streamsUnderVacuum = streamsUnderVacuum(database,
-        xminStreamsCategorised.ctidStreams().streamsForCtidSync(),
-        getQuoteString());
-
-    // Streams we failed to query for Vacuum - such as in the case of an unsupported postgres server
-    // are reclassified as xmin since we cannot guarantee that ctid will be possible.
-    reclassifyCategorisedCtidStreams(xminStreamsCategorised, streamsUnderVacuum.failed());
-
-    finalListOfStreamsToBeSyncedViaCtid =
-        filterStreamsUnderVacuumForCtidSync(streamsUnderVacuum.result(), xminStreamsCategorised.ctidStreams());
-    final FileNodeHandler fileNodeHandler =
-        PostgresQueryUtils.fileNodeForStreams(database,
-            finalListOfStreamsToBeSyncedViaCtid,
-            getQuoteString());
-    if (!fileNodeHandler.getFailedToQuery().isEmpty()) {
-      reclassifyCategorisedCtidStreams(xminStreamsCategorised, fileNodeHandler.getFailedToQuery());
-      finalListOfStreamsToBeSyncedViaCtid =
-          filterStreamsUnderVacuumForCtidSync(streamsUnderVacuum.result(), xminStreamsCategorised.ctidStreams());
-    }
-    if (incrementalModeOnly) {
-      finalListOfStreamsToBeSyncedViaCtid = filterIncrementalSyncModeStreams(finalListOfStreamsToBeSyncedViaCtid);
-    }
-  }
-
-  private void recategoriseForCursorBased(final JdbcDatabase database,
-                                          final ConfiguredAirbyteCatalog catalog,
-                                          final StateManager postgresCursorBasedStateManager,
-                                          final boolean incrementalModeOnly) {
-
-    cursorBasedStreamsCategorised = categoriseStreams(postgresCursorBasedStateManager, catalog);
-
-    final ResultWithFailed<List<AirbyteStreamNameNamespacePair>> streamsUnderVacuum = streamsUnderVacuum(database,
-        cursorBasedStreamsCategorised.ctidStreams().streamsForCtidSync(),
-        getQuoteString());
-
-    // Streams we failed to query for Vacuum - such as in the case of an unsupported postgres server
-    // are reclassified as standard since we cannot guarantee that ctid will be possible.
-    reclassifyCategorisedCtidStreams(cursorBasedStreamsCategorised, streamsUnderVacuum.failed());
-
-    finalListOfStreamsToBeSyncedViaCtid =
-        filterStreamsUnderVacuumForCtidSync(streamsUnderVacuum.result(), cursorBasedStreamsCategorised.ctidStreams());
-
-    final FileNodeHandler fileNodeHandler =
-        PostgresQueryUtils.fileNodeForStreams(database,
-            finalListOfStreamsToBeSyncedViaCtid,
-            getQuoteString());
-
-    // Streams we failed to query for fileNode - such as in the case of Views are reclassified as
-    // standard
-    if (!fileNodeHandler.getFailedToQuery().isEmpty()) {
-      reclassifyCategorisedCtidStreams(cursorBasedStreamsCategorised, fileNodeHandler.getFailedToQuery());
-      finalListOfStreamsToBeSyncedViaCtid =
-          filterStreamsUnderVacuumForCtidSync(streamsUnderVacuum.result(), cursorBasedStreamsCategorised.ctidStreams());
-    }
-    if (incrementalModeOnly) {
-      finalListOfStreamsToBeSyncedViaCtid = filterIncrementalSyncModeStreams(finalListOfStreamsToBeSyncedViaCtid);
-    }
-  }
-
-  private List<ConfiguredAirbyteStream> filterIncrementalSyncModeStreams(final List<ConfiguredAirbyteStream> allStreams) {
-    return allStreams.stream().filter(streamUnderCheck -> streamUnderCheck.getSyncMode() == SyncMode.INCREMENTAL).collect(toList());
-  }
-
-  @Override
-  protected void initializeForStateManager(final JdbcDatabase database,
-                                           final ConfiguredAirbyteCatalog catalog,
-                                           final Map<String, TableInfo<CommonField<PostgresType>>> tableNameToTable,
-                                           final StateManager stateManager) {
-    if (ctidStateManager != null) {
-      return;
-    }
-    var sourceConfig = database.getSourceConfig();
-
-    if (isCdc(sourceConfig)) {
-      savedOffsetAfterReplicationSlotLSN =
-          getSavedOffsetAfterReplicationSlotLSN(database, catalog, stateManager, getReplicationSlot(database, sourceConfig).get(0));
-      ctidStateManager = getCtidInitialLoadGlobalStateManager(database, catalog, stateManager, getQuoteString(), savedOffsetAfterReplicationSlotLSN);
-    } else {
-      if (isXmin(sourceConfig)) {
-        recategoriseStreamsForXmin(database, catalog, stateManager, /* incrementalOnly= */false);
-        final FileNodeHandler fileNodeHandler =
-            PostgresQueryUtils.fileNodeForStreams(database,
-                finalListOfStreamsToBeSyncedViaCtid,
-                getQuoteString());
-        ctidStateManager = new CtidPerStreamStateManager(xminStreamsCategorised.ctidStreams().statesFromCtidSync(), fileNodeHandler);
-        ctidStateManager.setFileNodeHandler(fileNodeHandler);
-      } else {
-        recategoriseForCursorBased(database, catalog, stateManager, /* incrementalOnly= */false);
-        final FileNodeHandler fileNodeHandler =
-            PostgresQueryUtils.fileNodeForStreams(database,
-                finalListOfStreamsToBeSyncedViaCtid,
-                getQuoteString());
-
-        ctidStateManager =
-            new CtidPerStreamStateManager(cursorBasedStreamsCategorised.ctidStreams().statesFromCtidSync(), fileNodeHandler);
-        ctidStateManager.setFileNodeHandler(fileNodeHandler);
-      }
-    }
-  }
-
-  @Override
-  protected SourceStateMessageProducer<AirbyteMessage> getSourceStateProducerForNonResumableFullRefreshStream(final JdbcDatabase database) {
-    return new NonResumableStateMessageProducer<>(isCdc(database.getSourceConfig()), ctidStateManager);
-  }
-
-  @Override
-  public boolean supportResumableFullRefresh(final JdbcDatabase database, final ConfiguredAirbyteStream airbyteStream) {
-    // finalListOfStreamsToBeSyncedViaCtid will be initialized as part of state manager initialization
-    // for non CDC only.
-    // ctidStateManager will only be initialized in read operation. It will not be there for discover.
-    if (ctidStateManager != null) {
-      if (!ctidStateManager.getFileNodeHandler().hasFileNode(new io.airbyte.protocol.models.AirbyteStreamNameNamespacePair(
-          airbyteStream.getStream().getName(), airbyteStream.getStream().getNamespace()))) {
-        LOGGER.info("stream " + airbyteStream + " will not sync in resumeable full refresh mode.");
-        return false;
-      }
-    }
-
-    final FileNodeHandler fileNodeHandler =
-        PostgresQueryUtils.fileNodeForStreams(database,
-            List.of(airbyteStream),
-            getQuoteString());
-
-    // We do not support RFR on views.
-    if (!fileNodeHandler.getFailedToQuery().isEmpty()) {
-      if (fileNodeHandler.getFailedToQuery()
-          .contains(new AirbyteStreamNameNamespacePair(airbyteStream.getStream().getName(), airbyteStream.getStream().getNamespace()))) {
-        LOGGER.info("stream " + airbyteStream + " will not sync in resumeable full refresh mode.");
-        return false;
-      }
-    }
-
-    LOGGER.info("stream " + airbyteStream + " will sync in resumeable full refresh mode.");
-
-    return true;
-  }
-
-  @Override
-  public InitialLoadHandler<PostgresType> getInitialLoadHandler(final JdbcDatabase database,
-                                                                final ConfiguredAirbyteStream stream,
-                                                                final ConfiguredAirbyteCatalog catalog,
-                                                                final StateManager stateManager) {
-    final FileNodeHandler fileNodeHandler =
-        PostgresQueryUtils.fileNodeForStreams(database,
-            List.of(stream),
-            getQuoteString());
-
-    return createInitialLoader(database, List.of(stream), fileNodeHandler, getQuoteString(), ctidStateManager, Optional.empty());
-  }
-
-  protected String toSslJdbcParam(final SslMode sslMode) {
-    return toSslJdbcParamInternal(sslMode);
-  }
-
-  public static String toSslJdbcParamInternal(final SslMode sslMode) {
-    final var result = switch (sslMode) {
-      case DISABLED -> org.postgresql.jdbc.SslMode.DISABLE.value;
-      case ALLOWED -> org.postgresql.jdbc.SslMode.ALLOW.value;
-      case PREFERRED -> org.postgresql.jdbc.SslMode.PREFER.value;
-      case REQUIRED -> org.postgresql.jdbc.SslMode.REQUIRE.value;
-      case VERIFY_CA -> org.postgresql.jdbc.SslMode.VERIFY_CA.value;
-      case VERIFY_IDENTITY -> org.postgresql.jdbc.SslMode.VERIFY_FULL.value;
-      default -> throw new IllegalArgumentException("unexpected ssl mode");
-    };
-    LOGGER.info("{} toSslJdbcParam {}", sslMode.name(), result);
-    return result;
-  }
-
-  @Override
-  protected boolean verifyCursorColumnValues(final JdbcDatabase database, final String schema, final String tableName, final String columnName)
-      throws SQLException {
-    final String query;
-    final String resultColName = "nullValue";
-    // Query: Only if cursor column allows null values, query whether it contains one
-    if (StringUtils.isNotBlank(schema)) {
-      query = String.format(NULL_CURSOR_VALUE_WITH_SCHEMA_QUERY,
-          schema, tableName, columnName, schema, tableName, columnName, resultColName);
-    } else {
-      query = String.format(NULL_CURSOR_VALUE_NO_SCHEMA_QUERY,
-          tableName, columnName, tableName, columnName, resultColName);
-    }
-    LOGGER.debug("null value query: {}", query);
-    final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(conn -> conn.createStatement().executeQuery(query),
-        resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-    Preconditions.checkState(jsonNodes.size() == 1);
-    final boolean nullValExist = jsonNodes.get(0).get(resultColName.toLowerCase()).booleanValue(); // For some reason value in node is lowercase
-    LOGGER.debug("null value exist: {}", nullValExist);
-    return !nullValExist;
-  }
-
-  @Override
-  protected void estimateFullRefreshSyncSize(final JdbcDatabase database,
-                                             final ConfiguredAirbyteStream configuredAirbyteStream) {
-    try {
-      final String schemaName = configuredAirbyteStream.getStream().getNamespace();
-      final String tableName = configuredAirbyteStream.getStream().getName();
-      final String fullTableName =
-          getFullyQualifiedTableNameWithQuoting(schemaName, tableName, getQuoteString());
-
-      final List<JsonNode> tableEstimateResult = getFullTableEstimate(database, fullTableName, schemaName, tableName);
-
-      if (!tableEstimateResult.isEmpty() && tableEstimateResult.get(0).has(ROW_COUNT_RESULT_COL) &&
-          tableEstimateResult.get(0).has(TOTAL_BYTES_RESULT_COL)) {
-        final long syncRowCount = tableEstimateResult.get(0).get(ROW_COUNT_RESULT_COL).asLong();
-        final long syncByteCount = tableEstimateResult.get(0).get(TOTAL_BYTES_RESULT_COL).asLong();
-
-        // The fast count query can return negative or otherwise invalid results for small tables. In this
-        // case, we can skip emitting an
-        // estimate trace altogether since the sync will likely complete quickly.
-        if (syncRowCount <= 0) {
-          return;
-        }
-
-        // Here, we double the bytes estimate to account for serialization. Perhaps a better way to do this
-        // is to
-        // read a row and Stringify it to better understand the accurate volume of data sent over the wire.
-        // However, this approach doesn't account for different row sizes.
-        AirbyteTraceMessageUtility.emitEstimateTrace(PLATFORM_DATA_INCREASE_FACTOR * syncByteCount, Type.STREAM, syncRowCount, tableName, schemaName);
-        LOGGER.info(String.format("Estimate for table: %s : {sync_row_count: %s, sync_bytes: %s, total_table_row_count: %s, total_table_bytes: %s}",
-            fullTableName, syncRowCount, syncByteCount, syncRowCount, syncByteCount));
-      }
-    } catch (final SQLException e) {
-      LOGGER.warn("Error occurred while attempting to estimate sync size", e);
-    }
-  }
-
-  @Override
-  public AutoCloseableIterator<AirbyteMessage> augmentWithStreamStatus(final ConfiguredAirbyteStream airbyteStream,
-                                                                       final AutoCloseableIterator<AirbyteMessage> streamIterator) {
-    final var pair =
-        new io.airbyte.protocol.models.AirbyteStreamNameNamespacePair(airbyteStream.getStream().getName(), airbyteStream.getStream().getNamespace());
-    final var starterStatus =
-        new StreamStatusTraceEmitterIterator(new AirbyteStreamStatusHolder(pair, AirbyteStreamStatusTraceMessage.AirbyteStreamStatus.STARTED));
-    final var completeStatus =
-        new StreamStatusTraceEmitterIterator(new AirbyteStreamStatusHolder(pair, AirbyteStreamStatusTraceMessage.AirbyteStreamStatus.COMPLETE));
-    return AutoCloseableIterators.concatWithEagerClose(starterStatus, streamIterator, completeStatus);
-  }
-
-  private List<JsonNode> getFullTableEstimate(final JdbcDatabase database,
-                                              final String fullTableName,
-                                              final String schemaName,
-                                              final String tableName)
-      throws SQLException {
-    // Construct the table estimate query.
-    final String tableEstimateQuery =
-        String.format(TABLE_ESTIMATE_QUERY, schemaName, tableName, ROW_COUNT_RESULT_COL, fullTableName, TOTAL_BYTES_RESULT_COL);
-    LOGGER.debug("table estimate query: {}", tableEstimateQuery);
-    final List<JsonNode> jsonNodes = database.bufferedResultSetQuery(conn -> conn.createStatement().executeQuery(tableEstimateQuery),
-        resultSet -> JdbcUtils.getDefaultSourceOperations().rowToJson(resultSet));
-    Preconditions.checkState(jsonNodes.size() == 1);
-    return jsonNodes;
-  }
-
-  private boolean cloudDeploymentMode() {
-    return AdaptiveSourceRunner.CLOUD_MODE.equalsIgnoreCase(getFeatureFlags().deploymentMode());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSourceOperations.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSourceOperations.java
deleted file mode 100644
index d63e8aabaf62..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSourceOperations.java
+++ /dev/null
@@ -1,706 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.db.DataTypeUtils.TIMESTAMPTZ_FORMATTER;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.INTERNAL_COLUMN_NAME;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.INTERNAL_COLUMN_TYPE;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.INTERNAL_COLUMN_TYPE_NAME;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.INTERNAL_DECIMAL_DIGITS;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.INTERNAL_SCHEMA_NAME;
-import static io.airbyte.cdk.db.jdbc.JdbcConstants.INTERNAL_TABLE_NAME;
-import static io.airbyte.integrations.source.postgres.PostgresType.safeGetJdbcType;
-
-import com.fasterxml.jackson.core.JsonProcessingException;
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.ObjectMapper;
-import com.fasterxml.jackson.databind.node.ArrayNode;
-import com.fasterxml.jackson.databind.node.BinaryNode;
-import com.fasterxml.jackson.databind.node.NullNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.annotations.VisibleForTesting;
-import io.airbyte.cdk.db.DataTypeUtils;
-import io.airbyte.cdk.db.SourceOperations;
-import io.airbyte.cdk.db.jdbc.AbstractJdbcCompatibleSourceOperations;
-import io.airbyte.cdk.db.jdbc.DateTimeConverter;
-import io.airbyte.commons.jackson.MoreMappers;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.JsonSchemaPrimitiveUtil.JsonSchemaPrimitive;
-import io.airbyte.protocol.models.JsonSchemaType;
-import java.math.BigDecimal;
-import java.math.BigInteger;
-import java.sql.Date;
-import java.sql.PreparedStatement;
-import java.sql.ResultSet;
-import java.sql.SQLException;
-import java.sql.Timestamp;
-import java.time.*;
-import java.time.format.DateTimeParseException;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.Map;
-import org.postgresql.PGStatement;
-import org.postgresql.geometric.PGbox;
-import org.postgresql.geometric.PGcircle;
-import org.postgresql.geometric.PGline;
-import org.postgresql.geometric.PGlseg;
-import org.postgresql.geometric.PGpath;
-import org.postgresql.geometric.PGpoint;
-import org.postgresql.geometric.PGpolygon;
-import org.postgresql.jdbc.PgResultSetMetaData;
-import org.postgresql.util.PGobject;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresSourceOperations extends AbstractJdbcCompatibleSourceOperations<PostgresType>
-    implements SourceOperations<ResultSet, PostgresType> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresSourceOperations.class);
-  private static final String TIMESTAMPTZ = "timestamptz";
-  private static final String TIMETZ = "timetz";
-  private static final ObjectMapper OBJECT_MAPPER = MoreMappers.initMapper();
-  private static final Map<Integer, PostgresType> POSTGRES_TYPE_DICT = new HashMap<>();
-  private final Map<String, Map<String, ColumnInfo>> streamColumnInfo = new HashMap<>();
-
-  private static final String POSITIVE_INFINITY_STRING = "Infinity";
-  private static final String NEGATIVE_INFINITY_STRING = "-Infinity";
-  private static final Date POSITIVE_INFINITY_DATE = new Date(PGStatement.DATE_POSITIVE_INFINITY);
-  private static final Date NEGATIVE_INFINITY_DATE = new Date(PGStatement.DATE_NEGATIVE_INFINITY);
-  private static final Timestamp POSITIVE_INFINITY_TIMESTAMP = new Timestamp(PGStatement.DATE_POSITIVE_INFINITY);
-  private static final Timestamp NEGATIVE_INFINITY_TIMESTAMP = new Timestamp(PGStatement.DATE_NEGATIVE_INFINITY);
-  private static final OffsetDateTime POSITIVE_INFINITY_OFFSET_DATE_TIME = OffsetDateTime.MAX;
-  private static final OffsetDateTime NEGATIVE_INFINITY_OFFSET_DATE_TIME = OffsetDateTime.MIN;
-
-  static {
-    Arrays.stream(PostgresType.class.getEnumConstants()).forEach(c -> POSTGRES_TYPE_DICT.put(c.type, c));
-  }
-
-  @Override
-  public void setCursorField(final PreparedStatement preparedStatement,
-                             final int parameterIndex,
-                             final PostgresType cursorFieldType,
-                             final String value)
-      throws SQLException {
-
-    LOGGER.warn("SGX setCursorField value=" + value + "cursorFieldType=" + cursorFieldType);
-    switch (cursorFieldType) {
-
-      case TIMESTAMP -> setTimestamp(preparedStatement, parameterIndex, value);
-      case TIMESTAMP_WITH_TIMEZONE -> setTimestampWithTimezone(preparedStatement, parameterIndex, value);
-      case TIME -> setTime(preparedStatement, parameterIndex, value);
-      case TIME_WITH_TIMEZONE -> setTimeWithTimezone(preparedStatement, parameterIndex, value);
-      case DATE -> setDate(preparedStatement, parameterIndex, value);
-      case BIT -> setBit(preparedStatement, parameterIndex, value);
-      case BOOLEAN -> setBoolean(preparedStatement, parameterIndex, value);
-      case TINYINT, SMALLINT -> setShortInt(preparedStatement, parameterIndex, value);
-      case INTEGER -> setInteger(preparedStatement, parameterIndex, value);
-      case BIGINT -> setBigInteger(preparedStatement, parameterIndex, value);
-      case FLOAT, DOUBLE -> setDouble(preparedStatement, parameterIndex, value);
-      case REAL -> setReal(preparedStatement, parameterIndex, value);
-      case NUMERIC, DECIMAL -> setDecimal(preparedStatement, parameterIndex, value);
-      case CHAR, NCHAR, NVARCHAR, VARCHAR, LONGVARCHAR -> setString(preparedStatement, parameterIndex, value);
-      case BINARY, BLOB -> setBinary(preparedStatement, parameterIndex, value);
-      // since cursor are expected to be comparable, handle cursor typing strictly and error on
-      // unrecognized types
-      default -> throw new IllegalArgumentException(String.format("%s cannot be used as a cursor.", cursorFieldType));
-    }
-  }
-
-  private void setTimeWithTimezone(final PreparedStatement preparedStatement, final int parameterIndex, final String value) throws SQLException {
-    try {
-      preparedStatement.setObject(parameterIndex, OffsetTime.parse(value));
-    } catch (final DateTimeParseException e) {
-      // attempt to parse the time w/o timezone. This can be caused by schema created with a different
-      // version of the connector
-      preparedStatement.setObject(parameterIndex, LocalTime.parse(value));
-    }
-  }
-
-  private void setTimestampWithTimezone(final PreparedStatement preparedStatement, final int parameterIndex, final String value) throws SQLException {
-    try {
-      preparedStatement.setObject(parameterIndex, OffsetDateTime.parse(value));
-    } catch (final DateTimeParseException e) {
-      // attempt to parse the datetime w/o timezone. This can be caused by schema created with a different
-      // version of the connector
-      preparedStatement.setObject(parameterIndex, LocalDateTime.parse(value));
-    }
-  }
-
-  @Override
-  protected void setTimestamp(final PreparedStatement preparedStatement, final int parameterIndex, final String value) throws SQLException {
-    try {
-      preparedStatement.setObject(parameterIndex, LocalDateTime.parse(value));
-    } catch (final DateTimeParseException e) {
-      // attempt to parse the datetime with timezone. This can be caused by schema created with an older
-      // version of the connector
-      preparedStatement.setObject(parameterIndex, OffsetDateTime.parse(value));
-    }
-  }
-
-  @Override
-  protected void setDate(final PreparedStatement preparedStatement, final int parameterIndex, final String value) throws SQLException {
-    preparedStatement.setObject(parameterIndex, LocalDate.parse(value));
-  }
-
-  @Override
-  public void copyToJsonField(final ResultSet resultSet, final int colIndex, final ObjectNode json) throws SQLException {
-    final PgResultSetMetaData metadata = (PgResultSetMetaData) resultSet.getMetaData();
-    final String columnName = metadata.getColumnName(colIndex);
-    final ColumnInfo columnInfo = getColumnInfo(colIndex, metadata, columnName);
-    final String value = resultSet.getString(colIndex);
-    if (value == null) {
-      json.putNull(columnName);
-    } else {
-      switch (columnInfo.columnTypeName) {
-        case "bool", "boolean" -> putBoolean(json, columnName, resultSet, colIndex);
-        case "bytea" -> json.put(columnName, value);
-        case TIMETZ -> putTimeWithTimezone(json, columnName, resultSet, colIndex);
-        case TIMESTAMPTZ -> putTimestampWithTimezone(json, columnName, resultSet, colIndex);
-        case "hstore" -> putHstoreAsJson(json, columnName, resultSet, colIndex);
-        case "circle" -> putObject(json, columnName, resultSet, colIndex, PGcircle.class);
-        case "box" -> putObject(json, columnName, resultSet, colIndex, PGbox.class);
-        case "double precision", "float", "float8" -> putDouble(json, columnName, resultSet, colIndex);
-        case "line" -> putObject(json, columnName, resultSet, colIndex, PGline.class);
-        case "lseg" -> putObject(json, columnName, resultSet, colIndex, PGlseg.class);
-        case "path" -> putObject(json, columnName, resultSet, colIndex, PGpath.class);
-        case "point" -> putObject(json, columnName, resultSet, colIndex, PGpoint.class);
-        case "polygon" -> putObject(json, columnName, resultSet, colIndex, PGpolygon.class);
-        case "_varchar", "_char", "_bpchar", "_text", "_name" -> putArray(json, columnName, resultSet, colIndex);
-        case "_int2", "_int4", "_int8", "_oid" -> putLongArray(json, columnName, resultSet, colIndex);
-        case "_numeric", "_decimal" -> {
-          // If a numeric_array column precision is not 0 AND scale is 0,
-          // then we know the precision and scale are purposefully chosen
-          if (metadata.getPrecision(colIndex) != 0 && metadata.getScale(colIndex) == 0) {
-            putBigIntegerArray(json, columnName, resultSet, colIndex);
-          } else {
-            putBigDecimalArray(json, columnName, resultSet, colIndex);
-          }
-        }
-        case "_money" -> putMoneyArray(json, columnName, resultSet, colIndex);
-        case "_float4", "_float8" -> putDoubleArray(json, columnName, resultSet, colIndex);
-        case "_bool" -> putBooleanArray(json, columnName, resultSet, colIndex);
-        case "_bit" -> putBitArray(json, columnName, resultSet, colIndex);
-        case "_bytea" -> putByteaArray(json, columnName, resultSet, colIndex);
-        case "_date" -> putDateArray(json, columnName, resultSet, colIndex);
-        case "_timestamptz" -> putTimestampTzArray(json, columnName, resultSet, colIndex);
-        case "_timestamp" -> putTimestampArray(json, columnName, resultSet, colIndex);
-        case "_timetz" -> putTimeTzArray(json, columnName, resultSet, colIndex);
-        case "_time" -> putTimeArray(json, columnName, resultSet, colIndex);
-        default -> {
-          switch (columnInfo.columnType) {
-            case BOOLEAN -> json.put(columnName, value.equalsIgnoreCase("t"));
-            case TINYINT, SMALLINT -> putShortInt(json, columnName, resultSet, colIndex);
-            case INTEGER -> putInteger(json, columnName, resultSet, colIndex);
-            case BIGINT -> putBigInt(json, columnName, resultSet, colIndex);
-            case FLOAT, DOUBLE -> putDouble(json, columnName, resultSet, colIndex);
-            case REAL -> putFloat(json, columnName, resultSet, colIndex);
-            case NUMERIC, DECIMAL -> {
-              if (metadata.getPrecision(colIndex) != 0 && metadata.getScale(colIndex) == 0) {
-                putBigInteger(json, columnName, resultSet, colIndex);
-              } else {
-                putBigDecimal(json, columnName, resultSet, colIndex);
-              }
-            }
-            // BIT is a bit string in Postgres, e.g. '0100'
-            case BIT, CHAR, VARCHAR, LONGVARCHAR -> json.put(columnName, value);
-            case DATE -> putDate(json, columnName, resultSet, colIndex);
-            case TIME -> putTime(json, columnName, resultSet, colIndex);
-            case TIMESTAMP -> putTimestamp(json, columnName, resultSet, colIndex);
-            case BLOB, BINARY, VARBINARY, LONGVARBINARY -> putBinary(json, columnName, resultSet, colIndex);
-            case ARRAY -> putArray(json, columnName, resultSet, colIndex);
-            default -> {
-              if (columnInfo.columnType.isArrayType()) {
-                putArray(json, columnName, resultSet, colIndex);
-              } else {
-                json.put(columnName, value);
-              }
-            }
-          }
-        }
-      }
-    }
-  }
-
-  private void putTimeArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final LocalTime time = getObject(arrayResultSet, 2, LocalTime.class);
-      if (time == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else {
-        arrayNode.add(DateTimeConverter.convertToTime(time));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putTimeTzArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final OffsetTime timetz = getObject(arrayResultSet, 2, OffsetTime.class);
-      if (timetz == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else {
-        arrayNode.add(DateTimeConverter.convertToTimeWithTimezone(timetz));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putTimestampArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final Timestamp timestamp = arrayResultSet.getTimestamp(2);
-      if (timestamp == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else if (POSITIVE_INFINITY_TIMESTAMP.equals(timestamp)) {
-        arrayNode.add(POSITIVE_INFINITY_STRING);
-      } else if (NEGATIVE_INFINITY_TIMESTAMP.equals(timestamp)) {
-        arrayNode.add(NEGATIVE_INFINITY_STRING);
-      } else {
-        arrayNode.add(DateTimeConverter.convertToTimestamp(timestamp));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putTimestampTzArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex)
-      throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final OffsetDateTime timestamptz = getObject(arrayResultSet, 2, OffsetDateTime.class);
-      if (timestamptz == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else if (POSITIVE_INFINITY_OFFSET_DATE_TIME.equals(timestamptz)) {
-        arrayNode.add(POSITIVE_INFINITY_STRING);
-      } else if (NEGATIVE_INFINITY_OFFSET_DATE_TIME.equals(timestamptz)) {
-        arrayNode.add(NEGATIVE_INFINITY_STRING);
-      } else {
-        final LocalDate localDate = timestamptz.toLocalDate();
-        arrayNode.add(resolveEra(localDate, timestamptz.format(TIMESTAMPTZ_FORMATTER)));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putDateArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final Date date = getObject(arrayResultSet, 2, Date.class);
-      if (date == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else if (POSITIVE_INFINITY_DATE.equals(date)) {
-        arrayNode.add(POSITIVE_INFINITY_STRING);
-      } else if (NEGATIVE_INFINITY_DATE.equals(date)) {
-        arrayNode.add(NEGATIVE_INFINITY_STRING);
-      } else {
-        arrayNode.add(DateTimeConverter.convertToDate(date));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putByteaArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      arrayNode.add(new BinaryNode(arrayResultSet.getBytes(2)));
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putBitArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final String res = arrayResultSet.getString(2);
-      if (res == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else {
-        arrayNode.add("1".equals(res));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putBooleanArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final String res = arrayResultSet.getString(2);
-      if (res == null) {
-        arrayNode.add(NullNode.getInstance());
-      } else {
-        arrayNode.add("t".equalsIgnoreCase(res));
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putBigDecimalArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final BigDecimal bigDecimal = DataTypeUtils.throwExceptionIfInvalid(() -> arrayResultSet.getBigDecimal(2));
-      if (bigDecimal != null) {
-        arrayNode.add(bigDecimal);
-      } else {
-        arrayNode.add((BigDecimal) null);
-      }
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putBigIntArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final long value = DataTypeUtils.throwExceptionIfInvalid(() -> arrayResultSet.getLong(2));
-      arrayNode.add(value);
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putBigIntegerArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final BigInteger value = DataTypeUtils.throwExceptionIfInvalid(() -> arrayResultSet.getBigDecimal(2).toBigInteger());
-      arrayNode.add(value);
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putDoubleArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      arrayNode.add(DataTypeUtils.throwExceptionIfInvalid(() -> arrayResultSet.getDouble(2), Double::isFinite));
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putMoneyArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      final String moneyValue = parseMoneyValue(arrayResultSet.getString(2));
-      arrayNode.add(
-          DataTypeUtils.throwExceptionIfInvalid(() -> DataTypeUtils.throwExceptionIfInvalid(() -> Double.valueOf(moneyValue), Double::isFinite)));
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  private void putLongArray(final ObjectNode node, final String columnName, final ResultSet resultSet, final int colIndex) throws SQLException {
-    final ArrayNode arrayNode = Jsons.arrayNode();
-    final ResultSet arrayResultSet = resultSet.getArray(colIndex).getResultSet();
-    while (arrayResultSet.next()) {
-      arrayNode.add(arrayResultSet.getLong(2));
-    }
-    node.set(columnName, arrayNode);
-  }
-
-  @Override
-  protected void putDate(ObjectNode node, String columnName, ResultSet resultSet, int index) throws SQLException {
-    Date dateFromResultSet = resultSet.getDate(index);
-    if (POSITIVE_INFINITY_DATE.equals(dateFromResultSet)) {
-      node.put(columnName, POSITIVE_INFINITY_STRING);
-    } else if (NEGATIVE_INFINITY_DATE.equals(dateFromResultSet)) {
-      node.put(columnName, NEGATIVE_INFINITY_STRING);
-    } else {
-      super.putDate(node, columnName, resultSet, index);
-    }
-  }
-
-  @Override
-  protected void putTime(ObjectNode node, String columnName, ResultSet resultSet, int index) throws SQLException {
-    super.putTime(node, columnName, resultSet, index);
-  }
-
-  @Override
-  protected void putTimestamp(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index) throws SQLException {
-    Timestamp timestampFromResultSet = resultSet.getTimestamp(index);
-    String strValue = resultSet.getString(index);
-    if (POSITIVE_INFINITY_TIMESTAMP.equals(timestampFromResultSet)) {
-      node.put(columnName, POSITIVE_INFINITY_STRING);
-    } else if (NEGATIVE_INFINITY_TIMESTAMP.equals(timestampFromResultSet)) {
-      node.put(columnName, NEGATIVE_INFINITY_STRING);
-    } else {
-      node.put(columnName, DateTimeConverter.convertToTimestamp(timestampFromResultSet));
-    }
-  }
-
-  @Override
-  protected void putTimeWithTimezone(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index) throws SQLException {
-    final OffsetTime timetz = getObject(resultSet, index, OffsetTime.class);
-    node.put(columnName, DateTimeConverter.convertToTimeWithTimezone(timetz));
-  }
-
-  @Override
-  protected void putTimestampWithTimezone(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index)
-      throws SQLException {
-    final OffsetDateTime timestampTz = getObject(resultSet, index, OffsetDateTime.class);
-    final String timestampTzVal;
-    if (POSITIVE_INFINITY_OFFSET_DATE_TIME.equals(timestampTz)) {
-      timestampTzVal = POSITIVE_INFINITY_STRING;
-    } else if (NEGATIVE_INFINITY_OFFSET_DATE_TIME.equals(timestampTz)) {
-      timestampTzVal = NEGATIVE_INFINITY_STRING;
-    } else {
-      final LocalDate localDate = timestampTz.toLocalDate();
-      timestampTzVal = resolveEra(localDate, timestampTz.format(TIMESTAMPTZ_FORMATTER));
-    }
-
-    node.put(columnName, timestampTzVal);
-  }
-
-  @Override
-  public PostgresType getDatabaseFieldType(final JsonNode field) {
-    try {
-      final String typeName = field.get(INTERNAL_COLUMN_TYPE_NAME).asText().toLowerCase();
-      // Postgres boolean is mapped to JDBCType.BIT, but should be BOOLEAN
-      return switch (typeName) {
-        case "_bit" -> PostgresType.BIT_ARRAY;
-        case "_bool" -> PostgresType.BOOL_ARRAY;
-        case "_name" -> PostgresType.NAME_ARRAY;
-        case "_varchar" -> PostgresType.VARCHAR_ARRAY;
-        case "_char" -> PostgresType.CHAR_ARRAY;
-        case "_bpchar" -> PostgresType.BPCHAR_ARRAY;
-        case "_text" -> PostgresType.TEXT_ARRAY;
-        case "_int4" -> PostgresType.INT4_ARRAY;
-        case "_int2" -> PostgresType.INT2_ARRAY;
-        case "_int8" -> PostgresType.INT8_ARRAY;
-        case "_money" -> PostgresType.MONEY_ARRAY;
-        case "_oid" -> PostgresType.OID_ARRAY;
-        case "_numeric" -> PostgresType.NUMERIC_ARRAY;
-        case "_float4" -> PostgresType.FLOAT4_ARRAY;
-        case "_float8" -> PostgresType.FLOAT8_ARRAY;
-        case "_timestamptz" -> PostgresType.TIMESTAMPTZ_ARRAY;
-        case "_timestamp" -> PostgresType.TIMESTAMP_ARRAY;
-        case "_timetz" -> PostgresType.TIMETZ_ARRAY;
-        case "_time" -> PostgresType.TIME_ARRAY;
-        case "_date" -> PostgresType.DATE_ARRAY;
-        case "_bytea" -> PostgresType.BYTEA_ARRAY;
-        case "bool", "boolean" -> PostgresType.BOOLEAN;
-        // BYTEA is variable length binary string with hex output format by default (e.g. "\x6b707a").
-        // It should not be converted to base64 binary string. So it is represented as JDBC VARCHAR.
-        // https://www.postgresql.org/docs/14/datatype-binary.html
-        case "bytea" -> PostgresType.VARCHAR;
-        case "numeric", "decimal" -> {
-          if (field.get(INTERNAL_DECIMAL_DIGITS) != null && field.get(INTERNAL_DECIMAL_DIGITS).asInt() == 0) {
-            yield PostgresType.BIGINT;
-          } else {
-            yield PostgresType.valueOf(field.get(INTERNAL_COLUMN_TYPE).asInt(), POSTGRES_TYPE_DICT);
-          }
-        }
-        case TIMESTAMPTZ -> PostgresType.TIMESTAMP_WITH_TIMEZONE;
-        case TIMETZ -> PostgresType.TIME_WITH_TIMEZONE;
-        default -> PostgresType.valueOf(field.get(INTERNAL_COLUMN_TYPE).asInt(), POSTGRES_TYPE_DICT);
-      };
-    } catch (final IllegalArgumentException ex) {
-      LOGGER.warn(String.format("Could not convert column: %s from table: %s.%s with type: %s. Casting to VARCHAR.",
-          field.get(INTERNAL_COLUMN_NAME),
-          field.get(INTERNAL_SCHEMA_NAME),
-          field.get(INTERNAL_TABLE_NAME),
-          field.get(INTERNAL_COLUMN_TYPE)));
-      return PostgresType.VARCHAR;
-    }
-  }
-
-  @Override
-  public JsonSchemaType getAirbyteType(final PostgresType jdbcType) {
-    return switch (jdbcType) {
-      case BOOLEAN -> JsonSchemaType.BOOLEAN;
-      case TINYINT, SMALLINT, INTEGER, BIGINT -> JsonSchemaType.INTEGER;
-      case FLOAT, DOUBLE, REAL, NUMERIC, DECIMAL -> JsonSchemaType.NUMBER;
-      case BLOB, BINARY, VARBINARY, LONGVARBINARY -> JsonSchemaType.STRING_BASE_64;
-      case ARRAY -> JsonSchemaType.ARRAY;
-      case BIT_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.BOOLEAN)
-              .build())
-          .build();
-      case BOOL_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.BOOLEAN)
-              .build())
-          .build();
-      case BYTEA_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-              .build())
-          .build();
-      case NAME_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-              .build())
-          .build();
-      case VARCHAR_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-              .build())
-          .build();
-      case CHAR_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-              .build())
-          .build();
-      case BPCHAR_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-              .build())
-          .build();
-      case TEXT_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-              .build())
-          .build();
-      case INT4_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.INTEGER)
-          .build();
-      case INT2_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.INTEGER)
-          .build();
-      case INT8_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.INTEGER)
-          .build();
-      case MONEY_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-              .build())
-          .build();
-      case OID_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-              .build())
-          .build();
-      case NUMERIC_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-              .build())
-          .build();
-      case FLOAT4_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-              .build())
-          .build();
-      case FLOAT8_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-              .build())
-          .build();
-      case TIMESTAMPTZ_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE)
-          .build();
-      case TIMESTAMP_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE)
-          .build();
-      case TIMETZ_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.STRING_TIME_WITH_TIMEZONE)
-          .build();
-      case TIME_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE)
-          .build();
-      case DATE_ARRAY -> JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-          .withItems(JsonSchemaType.STRING_DATE)
-          .build();
-
-      case DATE -> JsonSchemaType.STRING_DATE;
-      case TIME -> JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE;
-      case TIME_WITH_TIMEZONE -> JsonSchemaType.STRING_TIME_WITH_TIMEZONE;
-      case TIMESTAMP -> JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE;
-      case TIMESTAMP_WITH_TIMEZONE -> JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE;
-      default -> JsonSchemaType.STRING;
-    };
-  }
-
-  @Override
-  protected void putBoolean(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index) throws SQLException {
-    node.put(columnName, resultSet.getString(index).equalsIgnoreCase("t"));
-  }
-
-  protected <T extends PGobject> void putObject(final ObjectNode node,
-                                                final String columnName,
-                                                final ResultSet resultSet,
-                                                final int index,
-                                                final Class<T> clazz)
-      throws SQLException {
-    final T object = getObject(resultSet, index, clazz);
-    node.put(columnName, object.getValue());
-  }
-
-  @Override
-  protected void putBigDecimal(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index) {
-    final BigDecimal bigDecimal = DataTypeUtils.throwExceptionIfInvalid(() -> resultSet.getBigDecimal(index));
-    if (bigDecimal != null) {
-      node.put(columnName, bigDecimal);
-    } else {
-      // Special values (Infinity, -Infinity, and NaN) is default to null for now.
-      // https://github.com/airbytehq/airbyte/issues/8902
-      node.put(columnName, (BigDecimal) null);
-    }
-  }
-
-  @Override
-  protected void putDouble(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index) throws SQLException {
-    if (resultSet.getMetaData().getColumnTypeName(index).equals("money")) {
-      putMoney(node, columnName, resultSet, index);
-    } else {
-      super.putDouble(node, columnName, resultSet, index);
-    }
-  }
-
-  private void putMoney(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index) throws SQLException {
-    final String moneyValue = parseMoneyValue(resultSet.getString(index));
-    node.put(columnName, DataTypeUtils.throwExceptionIfInvalid(() -> Double.valueOf(moneyValue), Double::isFinite));
-  }
-
-  private void putHstoreAsJson(final ObjectNode node, final String columnName, final ResultSet resultSet, final int index)
-      throws SQLException {
-    final var data = resultSet.getObject(index);
-    try {
-      node.put(columnName, OBJECT_MAPPER.writeValueAsString(data));
-    } catch (final JsonProcessingException e) {
-      throw new RuntimeException("Could not parse 'hstore' value:" + e);
-    }
-  }
-
-  /**
-   * @return monetary value in numbers without the currency symbol or thousands separators.
-   */
-  @VisibleForTesting
-  static String parseMoneyValue(final String moneyString) {
-    return moneyString.replaceAll("[^\\d.-]", "");
-  }
-
-  @Override
-  public boolean isCursorType(final PostgresType type) {
-    return PostgresUtils.ALLOWED_CURSOR_TYPES.contains(type);
-  }
-
-  private ColumnInfo getColumnInfo(final int colIndex, final PgResultSetMetaData metadata, final String columnName) throws SQLException {
-    final String tableName = metadata.getBaseTableName(colIndex);
-    final String schemaName = metadata.getBaseSchemaName(colIndex);
-    final String key = schemaName + tableName;
-    if (!streamColumnInfo.containsKey(key)) {
-      streamColumnInfo.clear();
-      streamColumnInfo.put(key, new HashMap<>(metadata.getColumnCount()));
-    }
-
-    final Map<String, ColumnInfo> stringColumnInfoMap = streamColumnInfo.get(key);
-    if (stringColumnInfoMap.containsKey(columnName)) {
-      return stringColumnInfoMap.get(columnName);
-    } else {
-      final PostgresType columnType = safeGetJdbcType(metadata.getColumnType(colIndex), POSTGRES_TYPE_DICT);
-      final ColumnInfo columnInfo = new ColumnInfo(metadata.getColumnTypeName(colIndex).toLowerCase(), columnType);
-      stringColumnInfoMap.put(columnName, columnInfo);
-      return columnInfo;
-    }
-  }
-
-  private static class ColumnInfo {
-
-    public String columnTypeName;
-    public PostgresType columnType;
-
-    public ColumnInfo(final String columnTypeName, final PostgresType columnType) {
-      this.columnTypeName = columnTypeName;
-      this.columnType = columnType;
-    }
-
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSpecConstants.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSpecConstants.java
deleted file mode 100644
index 78c68e0e30c3..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresSpecConstants.java
+++ /dev/null
@@ -1,15 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-// Constants defined in
-// airbyte-integrations/connectors/source-postgres/src/main/resources/spec.json.
-public class PostgresSpecConstants {
-
-  public static final String INVALID_CDC_CURSOR_POSITION_PROPERTY = "invalid_cdc_cursor_position_behavior";
-  public static final String FAIL_SYNC_OPTION = "Fail sync";
-  public static final String RESYNC_DATA_OPTION = "Re-sync data";
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresType.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresType.java
deleted file mode 100644
index 721c56ae0f2d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresType.java
+++ /dev/null
@@ -1,150 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import java.sql.SQLType;
-import java.sql.Types;
-import java.util.Map;
-
-public enum PostgresType implements SQLType {
-
-  BIT(Types.BIT),
-  TINYINT(Types.TINYINT),
-  SMALLINT(Types.SMALLINT),
-  INTEGER(Types.INTEGER),
-  BIGINT(Types.BIGINT),
-  FLOAT(Types.FLOAT),
-  REAL(Types.REAL),
-  DOUBLE(Types.DOUBLE),
-  NUMERIC(Types.NUMERIC),
-  DECIMAL(Types.DECIMAL),
-  CHAR(Types.CHAR),
-  VARCHAR(Types.VARCHAR),
-  LONGVARCHAR(Types.LONGVARCHAR),
-  DATE(Types.DATE),
-  TIME(Types.TIME),
-  TIMESTAMP(Types.TIMESTAMP),
-  BINARY(Types.BINARY),
-  VARBINARY(Types.VARBINARY),
-  LONGVARBINARY(Types.LONGVARBINARY),
-  NULL(Types.NULL),
-  OTHER(Types.OTHER),
-  JAVA_OBJECT(Types.JAVA_OBJECT),
-  DISTINCT(Types.DISTINCT),
-  STRUCT(Types.STRUCT),
-  ARRAY(Types.ARRAY),
-  BLOB(Types.BLOB),
-  CLOB(Types.CLOB),
-  REF(Types.REF),
-  DATALINK(Types.DATALINK),
-  BOOLEAN(Types.BOOLEAN),
-  ROWID(Types.ROWID),
-  NCHAR(Types.NCHAR),
-  NVARCHAR(Types.NVARCHAR),
-  LONGNVARCHAR(Types.LONGNVARCHAR),
-  NCLOB(Types.NCLOB),
-  SQLXML(Types.SQLXML),
-  REF_CURSOR(Types.REF_CURSOR),
-  TIME_WITH_TIMEZONE(Types.TIME_WITH_TIMEZONE),
-  TIMESTAMP_WITH_TIMEZONE(Types.TIMESTAMP_WITH_TIMEZONE),
-  VARCHAR_ARRAY(Types.ARRAY),
-  TEXT_ARRAY(Types.ARRAY),
-  INTEGER_ARRAY(Types.ARRAY),
-  NUMERIC_ARRAY(Types.ARRAY),
-  TIMESTAMPTZ_ARRAY(Types.ARRAY),
-  TIMESTAMP_ARRAY(Types.ARRAY),
-  TIMETZ_ARRAY(Types.ARRAY),
-  TIME_ARRAY(Types.ARRAY),
-  DATE_ARRAY(Types.ARRAY),
-  BIT_ARRAY(Types.ARRAY),
-  BOOL_ARRAY(Types.ARRAY),
-  NAME_ARRAY(Types.ARRAY),
-  CHAR_ARRAY(Types.ARRAY),
-  BPCHAR_ARRAY(Types.ARRAY),
-  INT4_ARRAY(Types.ARRAY),
-  INT2_ARRAY(Types.ARRAY),
-  INT8_ARRAY(Types.ARRAY),
-  MONEY_ARRAY(Types.ARRAY),
-  OID_ARRAY(Types.ARRAY),
-  FLOAT4_ARRAY(Types.ARRAY),
-  FLOAT8_ARRAY(Types.ARRAY),
-  BYTEA_ARRAY(Types.ARRAY);
-
-  /**
-   * The Integer value for the JDBCType. It maps to a value in {@code Types.java}
-   */
-  protected Integer type;
-
-  /**
-   * Constructor to specify the data type value from {@code Types) for
-   * this data type. @param type The value from {@code Types) for this data type
-   */
-  PostgresType(final Integer type) {
-    this.type = type;
-  }
-
-  /**
-   * {@inheritDoc }
-   *
-   * @return The name of this {@code SQLType}.
-   */
-  public String getName() {
-    return name();
-  }
-
-  /**
-   * Returns the name of the vendor that supports this data type.
-   *
-   * @return The name of the vendor for this data type which is {@literal java.sql} for JDBCType.
-   */
-  public String getVendor() {
-    return "java.sql";
-  }
-
-  /**
-   * Returns the vendor specific type number for the data type.
-   *
-   * @return An Integer representing the data type. For {@code JDBCType}, the value will be the same
-   *         value as in {@code Types} for the data type.
-   */
-  public Integer getVendorTypeNumber() {
-    return type;
-  }
-
-  /**
-   * Returns true if the PostgresType is an array type, false otherwise.
-   *
-   * @return true if the PostgresType is an array type, false otherwise.
-   */
-  public boolean isArrayType() {
-    return type == Types.ARRAY;
-  }
-
-  /**
-   * Returns the {@code JDBCType} that corresponds to the specified {@code Types} value
-   *
-   * @param type {@code Types} value
-   * @return The {@code JDBCType} constant
-   * @throws IllegalArgumentException if this enum type has no constant with the specified
-   *         {@code Types} value
-   * @see Types
-   */
-  public static PostgresType valueOf(final int type, final Map<Integer, PostgresType> postgresTypeMap) {
-    if (postgresTypeMap.containsKey(type)) {
-      return postgresTypeMap.get(type);
-    }
-    throw new IllegalArgumentException("Type:" + type + " is not a valid "
-        + "Types.java value.");
-  }
-
-  public static PostgresType safeGetJdbcType(final int columnTypeInt, final Map<Integer, PostgresType> postgresTypeMap) {
-    try {
-      return PostgresType.valueOf(columnTypeInt, postgresTypeMap);
-    } catch (final Exception e) {
-      return PostgresType.VARCHAR;
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresUtils.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresUtils.java
deleted file mode 100644
index 8d60ed43fc66..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/PostgresUtils.java
+++ /dev/null
@@ -1,209 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.integrations.source.postgres.PostgresType.BIGINT;
-import static io.airbyte.integrations.source.postgres.PostgresType.DATE;
-import static io.airbyte.integrations.source.postgres.PostgresType.DECIMAL;
-import static io.airbyte.integrations.source.postgres.PostgresType.DOUBLE;
-import static io.airbyte.integrations.source.postgres.PostgresType.FLOAT;
-import static io.airbyte.integrations.source.postgres.PostgresType.INTEGER;
-import static io.airbyte.integrations.source.postgres.PostgresType.LONGVARCHAR;
-import static io.airbyte.integrations.source.postgres.PostgresType.NUMERIC;
-import static io.airbyte.integrations.source.postgres.PostgresType.NVARCHAR;
-import static io.airbyte.integrations.source.postgres.PostgresType.REAL;
-import static io.airbyte.integrations.source.postgres.PostgresType.SMALLINT;
-import static io.airbyte.integrations.source.postgres.PostgresType.TIME;
-import static io.airbyte.integrations.source.postgres.PostgresType.TIMESTAMP;
-import static io.airbyte.integrations.source.postgres.PostgresType.TIMESTAMP_WITH_TIMEZONE;
-import static io.airbyte.integrations.source.postgres.PostgresType.TIME_WITH_TIMEZONE;
-import static io.airbyte.integrations.source.postgres.PostgresType.TINYINT;
-import static io.airbyte.integrations.source.postgres.PostgresType.VARCHAR;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import java.time.Duration;
-import java.util.List;
-import java.util.Optional;
-import java.util.OptionalInt;
-import java.util.Set;
-import java.util.stream.Collectors;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresUtils {
-
-  public static final Set<PostgresType> ALLOWED_CURSOR_TYPES = Set.of(TIMESTAMP, TIMESTAMP_WITH_TIMEZONE, TIME, TIME_WITH_TIMEZONE,
-      DATE, TINYINT, SMALLINT, INTEGER, BIGINT, FLOAT, DOUBLE, REAL, NUMERIC, DECIMAL, NVARCHAR, VARCHAR, LONGVARCHAR);
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresUtils.class);
-
-  private static final String PGOUTPUT_PLUGIN = "pgoutput";
-
-  public static final Duration MIN_FIRST_RECORD_WAIT_TIME = Duration.ofMinutes(2);
-  public static final Duration MAX_FIRST_RECORD_WAIT_TIME = Duration.ofMinutes(120);
-  public static final Duration DEFAULT_FIRST_RECORD_WAIT_TIME = Duration.ofMinutes(20);
-  public static final Duration DEFAULT_SUBSEQUENT_RECORD_WAIT_TIME = Duration.ofMinutes(1);
-
-  private static final int MIN_QUEUE_SIZE = 1000;
-  private static final int MAX_QUEUE_SIZE = 10000;
-
-  private static final String DROP_AGGREGATE_IF_EXISTS_STATEMENT = "DROP aggregate IF EXISTS EPHEMERAL_HEARTBEAT(float4)";
-  private static final String CREATE_AGGREGATE_STATEMENT = "CREATE AGGREGATE EPHEMERAL_HEARTBEAT(float4) (SFUNC = float4pl, STYPE = float4)";
-  private static final String DROP_AGGREGATE_STATEMENT = "DROP aggregate EPHEMERAL_HEARTBEAT(float4)";
-  private static final List<String> EPHEMERAL_HEARTBEAT_CREATE_STATEMENTS =
-      List.of(DROP_AGGREGATE_IF_EXISTS_STATEMENT, CREATE_AGGREGATE_STATEMENT, DROP_AGGREGATE_STATEMENT);
-
-  private static final int POSTGRESQL_VERSION_15 = 15;
-
-  public static String getPluginValue(final JsonNode field) {
-    return field.has("plugin") ? field.get("plugin").asText() : PGOUTPUT_PLUGIN;
-  }
-
-  public static boolean isCdc(final JsonNode config) {
-    final boolean isCdc = config.hasNonNull("replication_method")
-        && config.get("replication_method").hasNonNull("replication_slot")
-        && config.get("replication_method").hasNonNull("publication");
-    LOGGER.info("using CDC: {}", isCdc);
-    return isCdc;
-  }
-
-  public static boolean shouldFlushAfterSync(final JsonNode config) {
-    final boolean shouldFlushAfterSync = config.hasNonNull("replication_method")
-        && config.get("replication_method").hasNonNull("lsn_commit_behaviour")
-        && config.get("replication_method").get("lsn_commit_behaviour").asText().equals("After loading Data in the destination");
-    LOGGER.info("Should flush after sync: {}", shouldFlushAfterSync);
-    return shouldFlushAfterSync;
-  }
-
-  public static boolean isDebugMode(final JsonNode config) {
-    return config.hasNonNull("debug_mode");
-  }
-
-  public static Optional<Integer> getFirstRecordWaitSeconds(final JsonNode config) {
-    final JsonNode replicationMethod = config.get("replication_method");
-    if (replicationMethod != null && replicationMethod.has("initial_waiting_seconds")) {
-      final int seconds = config.get("replication_method").get("initial_waiting_seconds").asInt();
-      return Optional.of(seconds);
-    }
-    return Optional.empty();
-  }
-
-  private static OptionalInt extractQueueSizeFromConfig(final JsonNode config) {
-    final JsonNode replicationMethod = config.get("replication_method");
-    if (replicationMethod != null && replicationMethod.has("queue_size")) {
-      final int queueSize = config.get("replication_method").get("queue_size").asInt();
-      return OptionalInt.of(queueSize);
-    }
-    return OptionalInt.empty();
-  }
-
-  public static int getQueueSize(final JsonNode config) {
-    final OptionalInt sizeFromConfig = extractQueueSizeFromConfig(config);
-    if (sizeFromConfig.isPresent()) {
-      final int size = sizeFromConfig.getAsInt();
-      if (size < MIN_QUEUE_SIZE) {
-        LOGGER.warn("Queue size is overridden to {} , which is the min allowed for safety.",
-            MIN_QUEUE_SIZE);
-        return MIN_QUEUE_SIZE;
-      } else if (size > MAX_QUEUE_SIZE) {
-        LOGGER.warn("Queue size is overridden to {} , which is the max allowed for safety.",
-            MAX_QUEUE_SIZE);
-        return MAX_QUEUE_SIZE;
-      }
-      return size;
-    }
-    return MAX_QUEUE_SIZE;
-  }
-
-  public static void checkQueueSize(final JsonNode config) {
-    final OptionalInt queueSize = extractQueueSizeFromConfig(config);
-    if (queueSize.isPresent()) {
-      final int size = queueSize.getAsInt();
-      if (size < MIN_QUEUE_SIZE || size > MAX_QUEUE_SIZE) {
-        throw new IllegalArgumentException(
-            String.format("queue_size must be between %d and %d ",
-                MIN_QUEUE_SIZE, MAX_QUEUE_SIZE));
-      }
-    }
-  }
-
-  public static void checkFirstRecordWaitTime(final JsonNode config) {
-    // we need to skip the check because in tests, we set initial_waiting_seconds
-    // to 5 seconds for performance reasons, which is shorter than the minimum
-    // value allowed in production
-    if (config.has("is_test") && config.get("is_test").asBoolean()) {
-      return;
-    }
-
-    final Optional<Integer> firstRecordWaitSeconds = getFirstRecordWaitSeconds(config);
-    if (firstRecordWaitSeconds.isPresent()) {
-      final int seconds = firstRecordWaitSeconds.get();
-      if (seconds < MIN_FIRST_RECORD_WAIT_TIME.getSeconds() || seconds > MAX_FIRST_RECORD_WAIT_TIME.getSeconds()) {
-        throw new IllegalArgumentException(
-            String.format("initial_waiting_seconds must be between %d and %d seconds",
-                MIN_FIRST_RECORD_WAIT_TIME.getSeconds(), MAX_FIRST_RECORD_WAIT_TIME.getSeconds()));
-      }
-    }
-  }
-
-  public static Duration getFirstRecordWaitTime(final JsonNode config) {
-    final boolean isTest = config.has("is_test") && config.get("is_test").asBoolean();
-    Duration firstRecordWaitTime = DEFAULT_FIRST_RECORD_WAIT_TIME;
-
-    final Optional<Integer> firstRecordWaitSeconds = getFirstRecordWaitSeconds(config);
-    if (firstRecordWaitSeconds.isPresent()) {
-      firstRecordWaitTime = Duration.ofSeconds(firstRecordWaitSeconds.get());
-      if (!isTest && firstRecordWaitTime.compareTo(MIN_FIRST_RECORD_WAIT_TIME) < 0) {
-        LOGGER.warn("First record waiting time is overridden to {} minutes, which is the min time allowed for safety.",
-            MIN_FIRST_RECORD_WAIT_TIME.toMinutes());
-        firstRecordWaitTime = MIN_FIRST_RECORD_WAIT_TIME;
-      } else if (!isTest && firstRecordWaitTime.compareTo(MAX_FIRST_RECORD_WAIT_TIME) > 0) {
-        LOGGER.warn("First record waiting time is overridden to {} minutes, which is the max time allowed for safety.",
-            MAX_FIRST_RECORD_WAIT_TIME.toMinutes());
-        firstRecordWaitTime = MAX_FIRST_RECORD_WAIT_TIME;
-      }
-    }
-
-    LOGGER.info("First record waiting time: {} seconds", firstRecordWaitTime.getSeconds());
-    return firstRecordWaitTime;
-  }
-
-  public static Duration getSubsequentRecordWaitTime(final JsonNode config) {
-    Duration subsequentRecordWaitTime = DEFAULT_SUBSEQUENT_RECORD_WAIT_TIME;
-    final boolean isTest = config.has("is_test") && config.get("is_test").asBoolean();
-    final Optional<Integer> firstRecordWaitSeconds = getFirstRecordWaitSeconds(config);
-    if (isTest && firstRecordWaitSeconds.isPresent()) {
-      // In tests, reuse the initial_waiting_seconds property to speed things up.
-      subsequentRecordWaitTime = Duration.ofSeconds(firstRecordWaitSeconds.get());
-    }
-    LOGGER.info("Subsequent record waiting time: {} seconds", subsequentRecordWaitTime.getSeconds());
-    return subsequentRecordWaitTime;
-  }
-
-  public static boolean isXmin(final JsonNode config) {
-    final boolean isXmin = config.hasNonNull("replication_method")
-        && config.get("replication_method").get("method").asText().equals("Xmin");
-    LOGGER.info("using Xmin: {}", isXmin);
-    return isXmin;
-  }
-
-  public static String prettyPrintConfiguredAirbyteStreamList(final List<ConfiguredAirbyteStream> streamList) {
-    return streamList.stream().map(s -> "%s.%s".formatted(s.getStream().getNamespace(), s.getStream().getName())).collect(Collectors.joining(", "));
-  }
-
-  public static void advanceLsn(final JdbcDatabase database) {
-    try {
-      if (database.getMetaData().getDatabaseMajorVersion() < POSTGRESQL_VERSION_15) {
-        database.executeWithinTransaction(EPHEMERAL_HEARTBEAT_CREATE_STATEMENTS, true);
-        LOGGER.info("Succesfully forced LSN advancement by creating & dropping an ephemeral heartbeat aggregate");
-      }
-    } catch (final Exception e) {
-      LOGGER.info("Failed to force LSN advancement by creating & dropping an ephemeral heartbeat aggregate.");
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcConnectorMetadataInjector.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcConnectorMetadataInjector.java
deleted file mode 100644
index ce99379fb369..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcConnectorMetadataInjector.java
+++ /dev/null
@@ -1,54 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_DELETED_AT;
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_LSN;
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_UPDATED_AT;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import io.airbyte.cdk.integrations.debezium.CdcMetadataInjector;
-
-public class PostgresCdcConnectorMetadataInjector implements CdcMetadataInjector<Long> {
-
-  private final String transactionTimestamp;
-
-  private final Long lsn;
-
-  PostgresCdcConnectorMetadataInjector() {
-    this.transactionTimestamp = null;
-    this.lsn = null;
-  }
-
-  public PostgresCdcConnectorMetadataInjector(final String transactionTimestamp, final Long lsn) {
-    this.transactionTimestamp = transactionTimestamp;
-    this.lsn = lsn;
-  }
-
-  @Override
-  public void addMetaData(final ObjectNode event, final JsonNode source) {
-    final long lsn = source.get("lsn").asLong();
-    event.put(CDC_LSN, lsn);
-  }
-
-  @Override
-  public void addMetaDataToRowsFetchedOutsideDebezium(final ObjectNode record) {
-    record.put(CDC_UPDATED_AT, transactionTimestamp);
-    record.put(CDC_LSN, lsn);
-    record.put(CDC_DELETED_AT, (String) null);
-  }
-
-  @Override
-  public String namespace(final JsonNode source) {
-    return source.get("schema").asText();
-  }
-
-  @Override
-  public String name(JsonNode source) {
-    return source.get("table").asText();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcCtidInitializer.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcCtidInitializer.java
deleted file mode 100644
index 7d1631dede4b..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcCtidInitializer.java
+++ /dev/null
@@ -1,390 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import static io.airbyte.cdk.db.DbAnalyticsUtils.cdcCursorInvalidMessage;
-import static io.airbyte.cdk.db.DbAnalyticsUtils.cdcResyncMessage;
-import static io.airbyte.cdk.db.DbAnalyticsUtils.wassOccurrenceMessage;
-import static io.airbyte.integrations.source.postgres.PostgresQueryUtils.streamsUnderVacuum;
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.FAIL_SYNC_OPTION;
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.INVALID_CDC_CURSOR_POSITION_PROPERTY;
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.RESYNC_DATA_OPTION;
-import static io.airbyte.integrations.source.postgres.PostgresUtils.isDebugMode;
-import static io.airbyte.integrations.source.postgres.PostgresUtils.prettyPrintConfiguredAirbyteStreamList;
-import static io.airbyte.integrations.source.postgres.ctid.CtidUtils.createInitialLoader;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.base.AirbyteTraceMessageUtility;
-import io.airbyte.cdk.integrations.debezium.AirbyteDebeziumHandler;
-import io.airbyte.cdk.integrations.debezium.internals.RelationalDbDebeziumEventConverter;
-import io.airbyte.cdk.integrations.debezium.internals.RelationalDbDebeziumPropertiesManager;
-import io.airbyte.cdk.integrations.source.relationaldb.InitialLoadTimeoutUtil;
-import io.airbyte.cdk.integrations.source.relationaldb.TableInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.models.CdcState;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.cdk.integrations.source.relationaldb.streamstatus.StreamStatusTraceEmitterIterator;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.exceptions.TransientErrorException;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.stream.AirbyteStreamStatusHolder;
-import io.airbyte.commons.util.AutoCloseableIterator;
-import io.airbyte.commons.util.AutoCloseableIterators;
-import io.airbyte.integrations.source.postgres.PostgresQueryUtils;
-import io.airbyte.integrations.source.postgres.PostgresType;
-import io.airbyte.integrations.source.postgres.PostgresUtils;
-import io.airbyte.integrations.source.postgres.cdc.PostgresCdcCtidUtils.CtidStreams;
-import io.airbyte.integrations.source.postgres.ctid.CtidGlobalStateManager;
-import io.airbyte.integrations.source.postgres.ctid.FileNodeHandler;
-import io.airbyte.integrations.source.postgres.ctid.PostgresCtidHandler;
-import io.airbyte.protocol.models.CommonField;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteStreamStatusTraceMessage;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.sql.SQLException;
-import java.time.Duration;
-import java.time.Instant;
-import java.util.ArrayList;
-import java.util.Collection;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.OptionalLong;
-import java.util.function.Supplier;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresCdcCtidInitializer {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresCdcCtidInitializer.class);
-
-  public static boolean getSavedOffsetAfterReplicationSlotLSN(final JdbcDatabase database,
-                                                              final ConfiguredAirbyteCatalog catalog,
-                                                              final StateManager stateManager,
-                                                              final JsonNode replicationSlot) {
-    final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-
-    final CdcState defaultCdcState = getDefaultCdcState(postgresDebeziumStateUtil, database);
-
-    final JsonNode state =
-        (stateManager.getCdcStateManager().getCdcState() == null || stateManager.getCdcStateManager().getCdcState().getState() == null)
-            ? defaultCdcState.getState()
-            : Jsons.clone(stateManager.getCdcStateManager().getCdcState().getState());
-
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(
-        Jsons.clone(PostgresCdcProperties.getDebeziumDefaultProperties(database)),
-        catalog,
-        state,
-        database.getSourceConfig());
-    return postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(
-        // We can assume that there will be only 1 replication slot cause before the sync starts for
-        // Postgres CDC,
-        // we run all the check operations and one of the check validates that the replication slot exists
-        // and has only 1 entry
-        replicationSlot,
-        savedOffset);
-  }
-
-  public static CtidGlobalStateManager getCtidInitialLoadGlobalStateManager(final JdbcDatabase database,
-                                                                            final ConfiguredAirbyteCatalog catalog,
-                                                                            final StateManager stateManager,
-                                                                            final String quoteString,
-                                                                            final boolean savedOffsetAfterReplicationSlotLSN) {
-    final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-
-    final CtidStreams ctidStreams = PostgresCdcCtidUtils.streamsToSyncViaCtid(stateManager.getCdcStateManager(), catalog,
-        savedOffsetAfterReplicationSlotLSN);
-    final List<AirbyteStreamNameNamespacePair> streamsUnderVacuum = new ArrayList<>();
-    streamsUnderVacuum.addAll(streamsUnderVacuum(database,
-        ctidStreams.streamsForCtidSync(), quoteString).result());
-
-    if (!streamsUnderVacuum.isEmpty()) {
-      throw new TransientErrorException(
-          "Postgres database is undergoing a full vacuum - cannot proceed with the sync. Please sync again when the vacuum is finished.");
-    }
-
-    final List<ConfiguredAirbyteStream> finalListOfStreamsToBeSyncedViaCtid = ctidStreams.streamsForCtidSync();
-
-    LOGGER.info("Streams to be synced via ctid (can include RFR streams) : {}", finalListOfStreamsToBeSyncedViaCtid.size());
-    LOGGER.info("Streams: {}", prettyPrintConfiguredAirbyteStreamList(finalListOfStreamsToBeSyncedViaCtid));
-    final FileNodeHandler fileNodeHandler = PostgresQueryUtils.fileNodeForStreams(database,
-        finalListOfStreamsToBeSyncedViaCtid,
-        quoteString);
-    final CdcState defaultCdcState = getDefaultCdcState(postgresDebeziumStateUtil, database);
-
-    final CtidGlobalStateManager ctidStateManager =
-        new CtidGlobalStateManager(ctidStreams, fileNodeHandler, stateManager, catalog, savedOffsetAfterReplicationSlotLSN, defaultCdcState);
-    return ctidStateManager;
-
-  }
-
-  private static CdcState getDefaultCdcState(final PostgresDebeziumStateUtil postgresDebeziumStateUtil, final JdbcDatabase database) {
-    var sourceConfig = database.getSourceConfig();
-    final JsonNode initialDebeziumState = postgresDebeziumStateUtil.constructInitialDebeziumState(database,
-        sourceConfig.get(JdbcUtils.DATABASE_KEY).asText());
-    return new CdcState().withState(initialDebeziumState);
-  }
-
-  public static List<AutoCloseableIterator<AirbyteMessage>> cdcCtidIteratorsCombined(final JdbcDatabase database,
-                                                                                     final ConfiguredAirbyteCatalog catalog,
-                                                                                     final Map<String, TableInfo<CommonField<PostgresType>>> tableNameToTable,
-                                                                                     final StateManager stateManager,
-                                                                                     final Instant emittedAt,
-                                                                                     final String quoteString,
-                                                                                     final CtidGlobalStateManager ctidStateManager,
-                                                                                     final boolean savedOffsetAfterReplicationSlotLSN) {
-    final JsonNode sourceConfig = database.getSourceConfig();
-    final Duration firstRecordWaitTime = PostgresUtils.getFirstRecordWaitTime(sourceConfig);
-    final Duration initialLoadTimeout = InitialLoadTimeoutUtil.getInitialLoadTimeout(sourceConfig);
-    final int queueSize = PostgresUtils.getQueueSize(sourceConfig);
-    LOGGER.info("First record waiting time: {} seconds", firstRecordWaitTime.getSeconds());
-    LOGGER.info("Initial load timeout: {} hours", initialLoadTimeout.toHours());
-    LOGGER.info("Queue size: {}", queueSize);
-
-    if (isDebugMode(sourceConfig) && !PostgresUtils.shouldFlushAfterSync(sourceConfig)) {
-      throw new ConfigErrorException("WARNING: The config indicates that we are clearing the WAL while reading data. This will mutate the WAL" +
-          " associated with the source being debugged and is not advised.");
-    }
-
-    final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-
-    final JsonNode initialDebeziumState = postgresDebeziumStateUtil.constructInitialDebeziumState(database,
-        sourceConfig.get(JdbcUtils.DATABASE_KEY).asText());
-
-    final JsonNode state =
-        (stateManager.getCdcStateManager().getCdcState() == null || stateManager.getCdcStateManager().getCdcState().getState() == null)
-            ? initialDebeziumState
-            : Jsons.clone(stateManager.getCdcStateManager().getCdcState().getState());
-
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(
-        Jsons.clone(PostgresCdcProperties.getDebeziumDefaultProperties(database)),
-        catalog,
-        state,
-        sourceConfig);
-
-    // We should always be able to extract offset out of state if it's not null
-    if (state != null && savedOffset.isEmpty()) {
-      throw new RuntimeException(
-          "Unable extract the offset out of state, State mutation might not be working. " + state.asText());
-    }
-
-    if (!savedOffsetAfterReplicationSlotLSN) {
-      AirbyteTraceMessageUtility.emitAnalyticsTrace(cdcCursorInvalidMessage());
-      if (!sourceConfig.get("replication_method").has(INVALID_CDC_CURSOR_POSITION_PROPERTY) || sourceConfig.get("replication_method").get(
-          INVALID_CDC_CURSOR_POSITION_PROPERTY).asText().equals(FAIL_SYNC_OPTION)) {
-        throw new ConfigErrorException(
-            "Saved offset is before replication slot's confirmed lsn. Please reset the connection, and then increase WAL retention and/or increase sync frequency to prevent this from happening in the future. See https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#under-cdc-incremental-mode-there-are-still-full-refresh-syncs for more details.");
-      } else if (sourceConfig.get("replication_method").get(INVALID_CDC_CURSOR_POSITION_PROPERTY).asText().equals(RESYNC_DATA_OPTION)) {
-        AirbyteTraceMessageUtility.emitAnalyticsTrace(cdcResyncMessage());
-        LOGGER.warn("Saved offset is before Replication slot's confirmed_flush_lsn, Airbyte will trigger sync from scratch");
-      }
-    } else if (!isDebugMode(sourceConfig) && PostgresUtils.shouldFlushAfterSync(sourceConfig)) {
-      // We do not want to acknowledge the WAL logs in debug mode.
-      postgresDebeziumStateUtil.commitLSNToPostgresDatabase(database.getDatabaseConfig(),
-          savedOffset,
-          sourceConfig.get("replication_method").get("replication_slot").asText(),
-          sourceConfig.get("replication_method").get("publication").asText(),
-          PostgresUtils.getPluginValue(sourceConfig.get("replication_method")));
-    }
-    final CdcState stateToBeUsed = ctidStateManager.getCdcState();
-    final CtidStreams ctidStreams = PostgresCdcCtidUtils.streamsToSyncViaCtid(stateManager.getCdcStateManager(), catalog,
-        savedOffsetAfterReplicationSlotLSN);
-
-    final List<AutoCloseableIterator<AirbyteMessage>> initialSyncCtidIterators = new ArrayList<>();
-    final List<AirbyteStreamNameNamespacePair> streamsUnderVacuum = new ArrayList<>();
-    final List<ConfiguredAirbyteStream> finalListOfStreamsToBeSyncedViaCtid = new ArrayList<>();
-    if (!ctidStreams.streamsForCtidSync().isEmpty()) {
-      streamsUnderVacuum.addAll(streamsUnderVacuum(database,
-          ctidStreams.streamsForCtidSync(), quoteString).result());
-
-      // Any stream currently undergoing full vacuum should not be synced via CTID as it is not a stable
-      // cursor. In practice, this will never happen
-      // during a sync as a full vacuum in Postgres locks the entire database, so thrown a TransientError
-      // in this case and try again.
-      if (!streamsUnderVacuum.isEmpty()) {
-        throw new TransientErrorException(
-            "Postgres database is undergoing a full vacuum - cannot proceed with the sync. Please sync again when the vacuum is finished.");
-      }
-
-      final FileNodeHandler fileNodeHandler = PostgresQueryUtils.fileNodeForStreams(database,
-          ctidStreams.streamsForCtidSync(),
-          quoteString);
-      final PostgresCtidHandler ctidHandler;
-      // Check if a full vacuum occurred between syncs. If we are unable to determine whether this has
-      // occurred, we will exclude the tables for which
-      // we were unable to determine this from the initial CTID sync.
-      finalListOfStreamsToBeSyncedViaCtid.addAll(ctidStreams.streamsForCtidSync().stream()
-          .filter(stream -> !fileNodeHandler.getFailedToQuery().contains(
-              new AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace())))
-          .collect(Collectors.toList()));
-
-      LOGGER.info("Streams to be synced via ctid : {}", finalListOfStreamsToBeSyncedViaCtid.size());
-
-      try {
-        ctidHandler =
-            createInitialLoader(database, finalListOfStreamsToBeSyncedViaCtid, fileNodeHandler, quoteString, ctidStateManager,
-                Optional.of(
-                    new PostgresCdcConnectorMetadataInjector(emittedAt.toString(), io.airbyte.cdk.db.PostgresUtils.getLsn(database).asLong())));
-      } catch (SQLException e) {
-        throw new RuntimeException(e);
-      }
-
-      initialSyncCtidIterators.addAll(ctidHandler.getInitialSyncCtidIterator(
-          new ConfiguredAirbyteCatalog().withStreams(finalListOfStreamsToBeSyncedViaCtid), tableNameToTable, emittedAt, /*
-                                                                                                                         * decorateWithStartedStatus=
-                                                                                                                         */ false, /*
-                                                                                                                                    * decorateWithCompletedStatus=
-                                                                                                                                    */ false,
-          Optional.of(initialLoadTimeout)));
-    } else {
-      LOGGER.info("No streams will be synced via ctid");
-    }
-
-    // Gets the target position.
-    final var targetPosition = PostgresCdcTargetPosition.targetPosition(database);
-    // Attempt to advance LSN past the target position. For versions of Postgres before PG15, this
-    // ensures that there is an event that debezium will
-    // receive that is after the target LSN.
-    PostgresUtils.advanceLsn(database);
-    final AirbyteDebeziumHandler<Long> handler = new AirbyteDebeziumHandler<>(sourceConfig,
-        targetPosition, false, firstRecordWaitTime, queueSize, false);
-    final PostgresCdcStateHandler postgresCdcStateHandler = new PostgresCdcStateHandler(stateManager);
-    final var allCdcStreamList = catalog.getStreams().stream()
-        .filter(stream -> stream.getSyncMode() == SyncMode.INCREMENTAL)
-        .map(stream -> stream.getStream().getNamespace() + "." + stream.getStream().getName()).toList();
-    // Debezium is started for incremental streams that have been started - that is they have been
-    // partially or
-    // fully completed.
-    final var startedCdcStreamList = catalog.getStreams().stream()
-        .filter(stream -> stream.getSyncMode() == SyncMode.INCREMENTAL)
-        .filter(stream -> isStreamPartiallyOrFullyCompleted(stream, finalListOfStreamsToBeSyncedViaCtid, ctidStreams))
-        .map(stream -> stream.getStream().getNamespace() + "." + stream.getStream().getName()).toList();
-
-    final var eventConverter = new RelationalDbDebeziumEventConverter(new PostgresCdcConnectorMetadataInjector(), emittedAt);
-
-    final List<AutoCloseableIterator<AirbyteMessage>> cdcStreamsStartStatusEmitters = catalog.getStreams().stream()
-        .filter(stream -> stream.getSyncMode() == SyncMode.INCREMENTAL)
-        .map(stream -> (AutoCloseableIterator<AirbyteMessage>) new StreamStatusTraceEmitterIterator(
-            new AirbyteStreamStatusHolder(
-                new io.airbyte.protocol.models.AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace()),
-                AirbyteStreamStatusTraceMessage.AirbyteStreamStatus.STARTED)))
-        .toList();
-
-    final List<AutoCloseableIterator<AirbyteMessage>> cdcStreamsCompleteStatusEmitters = catalog.getStreams().stream()
-        .filter(stream -> stream.getSyncMode() == SyncMode.INCREMENTAL)
-        .map(stream -> (AutoCloseableIterator<AirbyteMessage>) new StreamStatusTraceEmitterIterator(
-            new AirbyteStreamStatusHolder(
-                new io.airbyte.protocol.models.AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace()),
-                AirbyteStreamStatusTraceMessage.AirbyteStreamStatus.COMPLETE)))
-        .toList();
-
-    if (startedCdcStreamList.isEmpty()) {
-      LOGGER.info("First sync - no cdc streams have been completed or started");
-      /*
-       * This is the first run case - no initial loads have been started. In this case, we want to run the
-       * iterators in the following order: 1. Run the initial load iterators. This step will timeout and
-       * throw a transient error if run for too long (> 8hrs by default). 2. Run the debezium iterators
-       * with ALL of the incremental streams configured. This is because if step 1 completes, the initial
-       * load can be considered finished.
-       */
-      final var propertiesManager = new RelationalDbDebeziumPropertiesManager(
-          PostgresCdcProperties.getDebeziumDefaultProperties(database), sourceConfig, catalog, allCdcStreamList);
-      final Supplier<AutoCloseableIterator<AirbyteMessage>> incrementalIteratorsSupplier = getCdcIncrementalIteratorsSupplier(handler,
-          propertiesManager, eventConverter, stateToBeUsed, postgresCdcStateHandler);
-      return Collections.singletonList(
-          AutoCloseableIterators.concatWithEagerClose(
-              Stream
-                  .of(
-                      cdcStreamsStartStatusEmitters,
-                      initialSyncCtidIterators,
-                      Collections.singletonList(AutoCloseableIterators.lazyIterator(incrementalIteratorsSupplier, null)),
-                      cdcStreamsCompleteStatusEmitters)
-                  .flatMap(Collection::stream)
-                  .collect(Collectors.toList()),
-              AirbyteTraceMessageUtility::emitStreamStatusTrace));
-    } else if (initialSyncCtidIterators.isEmpty()) {
-      LOGGER.info("Initial load has finished completely - only reading the WAL");
-      /*
-       * In this case, the initial load has completed and only debezium should be run. The iterators
-       * should be run in the following order: 1. Run the debezium iterators with ALL of the incremental
-       * streams configured.
-       */
-      final var propertiesManager = new RelationalDbDebeziumPropertiesManager(
-          PostgresCdcProperties.getDebeziumDefaultProperties(database), sourceConfig, catalog, allCdcStreamList);
-      final Supplier<AutoCloseableIterator<AirbyteMessage>> incrementalIteratorSupplier = getCdcIncrementalIteratorsSupplier(handler,
-          propertiesManager, eventConverter, stateToBeUsed, postgresCdcStateHandler);
-      return Stream.of(cdcStreamsStartStatusEmitters, Collections.singletonList(incrementalIteratorSupplier.get()), cdcStreamsCompleteStatusEmitters)
-          .flatMap(Collection::stream)
-          .collect(Collectors.toList());
-    } else {
-      LOGGER.info("Initial load is in progress - reading WAL first and then resuming with initial load.");
-      /*
-       * In this case, the initial load has partially completed (WASS case). The iterators should be run
-       * in the following order: 1. Run the debezium iterators with only the incremental streams which
-       * have been fully or partially completed configured. 2. Resume initial load for partially completed
-       * and not started streams. This step will timeout and throw a transient error if run for too long
-       * (> 8hrs by default).
-       */
-      AirbyteTraceMessageUtility.emitAnalyticsTrace(wassOccurrenceMessage());
-      final var propertiesManager = new RelationalDbDebeziumPropertiesManager(
-          PostgresCdcProperties.getDebeziumDefaultProperties(database), sourceConfig, catalog, startedCdcStreamList);
-      final Supplier<AutoCloseableIterator<AirbyteMessage>> incrementalIteratorSupplier = getCdcIncrementalIteratorsSupplier(handler,
-          propertiesManager, eventConverter, stateToBeUsed, postgresCdcStateHandler);
-      return Collections.singletonList(
-          AutoCloseableIterators.concatWithEagerClose(
-              Stream
-                  .of(
-                      cdcStreamsStartStatusEmitters,
-                      Collections.singletonList(AutoCloseableIterators.lazyIterator(incrementalIteratorSupplier, null)),
-                      initialSyncCtidIterators,
-                      cdcStreamsCompleteStatusEmitters)
-                  .flatMap(Collection::stream)
-                  .collect(Collectors.toList()),
-              AirbyteTraceMessageUtility::emitStreamStatusTrace));
-    }
-  }
-
-  public static CdcState getCdcState(final JdbcDatabase database,
-                                     final StateManager stateManager) {
-
-    final JsonNode sourceConfig = database.getSourceConfig();
-    final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-
-    final JsonNode initialDebeziumState = postgresDebeziumStateUtil.constructInitialDebeziumState(database,
-        sourceConfig.get(JdbcUtils.DATABASE_KEY).asText());
-
-    return (stateManager.getCdcStateManager().getCdcState() == null
-        || stateManager.getCdcStateManager().getCdcState().getState() == null) ? new CdcState().withState(initialDebeziumState)
-            : stateManager.getCdcStateManager().getCdcState();
-  }
-
-  private static boolean isStreamPartiallyOrFullyCompleted(ConfiguredAirbyteStream stream,
-                                                           List<ConfiguredAirbyteStream> finalListOfStreamsToBeSynced,
-                                                           CtidStreams ctidStreams) {
-    boolean isStreamCompleted = !ctidStreams.streamsForCtidSync().contains(stream);
-    // A stream has been partially completed if an initial load status exists.
-    boolean isStreamPartiallyCompleted = finalListOfStreamsToBeSynced.contains(stream) && (ctidStreams.pairToCtidStatus()
-        .get(new AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace()))) != null;
-    return isStreamCompleted || isStreamPartiallyCompleted;
-  }
-
-  @SuppressWarnings("unchecked")
-  private static Supplier<AutoCloseableIterator<AirbyteMessage>> getCdcIncrementalIteratorsSupplier(AirbyteDebeziumHandler handler,
-                                                                                                    RelationalDbDebeziumPropertiesManager propertiesManager,
-                                                                                                    RelationalDbDebeziumEventConverter eventConverter,
-                                                                                                    CdcState stateToBeUsed,
-                                                                                                    PostgresCdcStateHandler postgresCdcStateHandler) {
-    return () -> handler.getIncrementalIterators(
-        propertiesManager, eventConverter, new PostgresCdcSavedInfoFetcher(stateToBeUsed), postgresCdcStateHandler);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcCtidUtils.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcCtidUtils.java
deleted file mode 100644
index 739582c998e7..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcCtidUtils.java
+++ /dev/null
@@ -1,88 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import static io.airbyte.integrations.source.postgres.ctid.CtidStateManager.STATE_TYPE_KEY;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Sets;
-import io.airbyte.cdk.integrations.source.relationaldb.CdcStateManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-
-public class PostgresCdcCtidUtils {
-
-  public static CtidStreams streamsToSyncViaCtid(final CdcStateManager stateManager,
-                                                 final ConfiguredAirbyteCatalog fullCatalog,
-                                                 final boolean savedOffsetAfterReplicationSlotLSN) {
-    if (!savedOffsetAfterReplicationSlotLSN) {
-      return new CtidStreams(
-          fullCatalog.getStreams()
-              .stream()
-              .collect(Collectors.toList()),
-          new HashMap<>());
-    }
-
-    final AirbyteStateMessage airbyteStateMessage = stateManager.getRawStateMessage();
-    final Set<AirbyteStreamNameNamespacePair> streamsStillInCtidSync = new HashSet<>();
-    final Map<AirbyteStreamNameNamespacePair, CtidStatus> pairToCtidStatus = new HashMap<>();
-    if (airbyteStateMessage != null && airbyteStateMessage.getGlobal() != null && airbyteStateMessage.getGlobal().getStreamStates() != null) {
-      airbyteStateMessage.getGlobal().getStreamStates().forEach(stateMessage -> {
-        final JsonNode streamState = stateMessage.getStreamState();
-        final StreamDescriptor streamDescriptor = stateMessage.getStreamDescriptor();
-        if (streamState == null || streamDescriptor == null) {
-          return;
-        }
-
-        if (streamState.has(STATE_TYPE_KEY)) {
-          if (streamState.get(STATE_TYPE_KEY).asText().equalsIgnoreCase("ctid")) {
-            final CtidStatus ctidStatus = Jsons.object(streamState, CtidStatus.class);
-            final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamDescriptor.getName(),
-                streamDescriptor.getNamespace());
-            pairToCtidStatus.put(pair, ctidStatus);
-            streamsStillInCtidSync.add(pair);
-          }
-        }
-      });
-    }
-
-    final List<ConfiguredAirbyteStream> streamsForCtidSync = new ArrayList<>();
-    fullCatalog.getStreams().stream()
-        .filter(stream -> streamsStillInCtidSync.contains(AirbyteStreamNameNamespacePair.fromAirbyteStream(stream.getStream())))
-        .map(Jsons::clone)
-        .forEach(streamsForCtidSync::add);
-    final List<ConfiguredAirbyteStream> newlyAddedStreams = identifyStreamsToSnapshot(fullCatalog, stateManager.getInitialStreamsSynced());
-    streamsForCtidSync.addAll(newlyAddedStreams);
-
-    return new CtidStreams(streamsForCtidSync, pairToCtidStatus);
-  }
-
-  private static List<ConfiguredAirbyteStream> identifyStreamsToSnapshot(final ConfiguredAirbyteCatalog catalog,
-                                                                         final Set<AirbyteStreamNameNamespacePair> alreadySyncedStreams) {
-    final Set<AirbyteStreamNameNamespacePair> allStreams = AirbyteStreamNameNamespacePair.fromConfiguredCatalog(catalog);
-    final Set<AirbyteStreamNameNamespacePair> newlyAddedStreams = new HashSet<>(Sets.difference(allStreams, alreadySyncedStreams));
-    return catalog.getStreams().stream()
-        .filter(stream -> newlyAddedStreams.contains(AirbyteStreamNameNamespacePair.fromAirbyteStream(stream.getStream()))).map(Jsons::clone)
-        .collect(Collectors.toList());
-  }
-
-  public record CtidStreams(List<ConfiguredAirbyteStream> streamsForCtidSync,
-                            Map<AirbyteStreamNameNamespacePair, CtidStatus> pairToCtidStatus) {
-
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcProperties.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcProperties.java
deleted file mode 100644
index cf7c883a29ab..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcProperties.java
+++ /dev/null
@@ -1,118 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.CLIENT_KEY_STORE_PASS;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.CLIENT_KEY_STORE_URL;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.SSL_MODE;
-import static io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.TRUST_KEY_STORE_PASS;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcSSLConnectionUtils.SslMode;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.integrations.source.postgres.PostgresSource;
-import io.airbyte.integrations.source.postgres.PostgresUtils;
-import java.net.URI;
-import java.nio.file.Path;
-import java.time.Duration;
-import java.util.Properties;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresCdcProperties {
-
-  private static final Duration HEARTBEAT_INTERVAL = Duration.ofSeconds(10L);
-
-  // Test execution latency is lower when heartbeats are more frequent.
-  private static final Duration HEARTBEAT_INTERVAL_IN_TESTS = Duration.ofSeconds(1L);
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresCdcProperties.class);
-
-  public static Properties getDebeziumDefaultProperties(final JdbcDatabase database) {
-    final JsonNode sourceConfig = database.getSourceConfig();
-    final Properties props = commonProperties(database);
-    props.setProperty("plugin.name", PostgresUtils.getPluginValue(sourceConfig.get("replication_method")));
-    if (sourceConfig.has("snapshot_mode")) {
-      // The parameter `snapshot_mode` is passed in test to simulate reading the WAL Logs directly and
-      // skip initial snapshot
-      props.setProperty("snapshot.mode", sourceConfig.get("snapshot_mode").asText());
-    } else {
-      props.setProperty("snapshot.mode", "initial");
-    }
-
-    props.setProperty("slot.name", sourceConfig.get("replication_method").get("replication_slot").asText());
-    props.setProperty("publication.name", sourceConfig.get("replication_method").get("publication").asText());
-
-    props.setProperty("publication.autocreate.mode", "disabled");
-
-    return props;
-  }
-
-  private static Properties commonProperties(final JdbcDatabase database) {
-    final JsonNode dbConfig = database.getDatabaseConfig();
-    final JsonNode sourceConfig = database.getSourceConfig();
-
-    final Properties props = new Properties();
-    props.setProperty("connector.class", "io.debezium.connector.postgresql.PostgresConnector");
-
-    props.setProperty("converters", "datetime");
-    props.setProperty("datetime.type", PostgresConverter.class.getName());
-    props.setProperty("include.unknown.datatypes", "true");
-
-    final Duration heartbeatInterval =
-        (database.getSourceConfig().has("is_test") && database.getSourceConfig().get("is_test").asBoolean())
-            ? HEARTBEAT_INTERVAL_IN_TESTS
-            : HEARTBEAT_INTERVAL;
-    props.setProperty("heartbeat.interval.ms", Long.toString(heartbeatInterval.toMillis()));
-
-    if (sourceConfig.get("replication_method").has("heartbeat_action_query")
-        && !sourceConfig.get("replication_method").get("heartbeat_action_query").asText().isEmpty()) {
-      props.setProperty("heartbeat.action.query", sourceConfig.get("replication_method").get("heartbeat_action_query").asText());
-    }
-
-    if (PostgresUtils.shouldFlushAfterSync(sourceConfig)) {
-      props.setProperty("flush.lsn.source", "false");
-    }
-
-    // Check params for SSL connection in config and add properties for CDC SSL connection
-    // https://debezium.io/documentation/reference/2.2/connectors/postgresql.html#postgresql-property-database-sslmode
-    if (!sourceConfig.has(JdbcUtils.SSL_KEY) || sourceConfig.get(JdbcUtils.SSL_KEY).asBoolean()) {
-      if (sourceConfig.has(JdbcUtils.SSL_MODE_KEY) && sourceConfig.get(JdbcUtils.SSL_MODE_KEY).has(JdbcUtils.MODE_KEY)) {
-
-        if (dbConfig.has(SSL_MODE) && !dbConfig.get(SSL_MODE).asText().isEmpty()) {
-          LOGGER.debug("sslMode: {}", dbConfig.get(SSL_MODE).asText());
-          props.setProperty("database.sslmode", PostgresSource.toSslJdbcParamInternal(SslMode.valueOf(dbConfig.get(SSL_MODE).asText())));
-        }
-
-        if (dbConfig.has(PostgresSource.CA_CERTIFICATE_PATH) && !dbConfig.get(PostgresSource.CA_CERTIFICATE_PATH).asText().isEmpty()) {
-          props.setProperty("database.sslrootcert", dbConfig.get(PostgresSource.CA_CERTIFICATE_PATH).asText());
-        }
-
-        if (dbConfig.has(TRUST_KEY_STORE_PASS) && !dbConfig.get(TRUST_KEY_STORE_PASS).asText().isEmpty()) {
-          props.setProperty("database.ssl.truststore.password", dbConfig.get(TRUST_KEY_STORE_PASS).asText());
-        }
-
-        if (dbConfig.has(CLIENT_KEY_STORE_URL) && !dbConfig.get(CLIENT_KEY_STORE_URL).asText().isEmpty()) {
-          props.setProperty("database.sslkey", Path.of(URI.create(dbConfig.get(CLIENT_KEY_STORE_URL).asText())).toString());
-        }
-
-        if (dbConfig.has(CLIENT_KEY_STORE_PASS) && !dbConfig.get(CLIENT_KEY_STORE_PASS).asText().isEmpty()) {
-          props.setProperty("database.sslpassword", dbConfig.get(CLIENT_KEY_STORE_PASS).asText());
-        }
-      } else {
-        props.setProperty("database.sslmode", "required");
-      }
-    }
-    return props;
-  }
-
-  public static Properties getSnapshotProperties(final JdbcDatabase database) {
-    final Properties props = commonProperties(database);
-    props.setProperty("snapshot.mode", "initial_only");
-    return props;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcSavedInfoFetcher.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcSavedInfoFetcher.java
deleted file mode 100644
index 18b5858b6d01..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcSavedInfoFetcher.java
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.debezium.CdcSavedInfoFetcher;
-import io.airbyte.cdk.integrations.debezium.internals.AirbyteSchemaHistoryStorage.SchemaHistory;
-import io.airbyte.cdk.integrations.source.relationaldb.models.CdcState;
-import java.util.Optional;
-
-public class PostgresCdcSavedInfoFetcher implements CdcSavedInfoFetcher {
-
-  private final JsonNode savedOffset;
-
-  public PostgresCdcSavedInfoFetcher(final CdcState savedState) {
-    final boolean savedStatePresent = savedState != null && savedState.getState() != null;
-    this.savedOffset = savedStatePresent ? savedState.getState() : null;
-  }
-
-  @Override
-  public JsonNode getSavedOffset() {
-    return savedOffset;
-  }
-
-  @Override
-  public SchemaHistory<Optional<JsonNode>> getSavedSchemaHistory() {
-    throw new RuntimeException("Schema history is not relevant for Postgres");
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcStateHandler.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcStateHandler.java
deleted file mode 100644
index 87d4129c84c1..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcStateHandler.java
+++ /dev/null
@@ -1,70 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.debezium.CdcStateHandler;
-import io.airbyte.cdk.integrations.debezium.internals.AirbyteSchemaHistoryStorage.SchemaHistory;
-import io.airbyte.cdk.integrations.source.relationaldb.models.CdcState;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import java.util.Map;
-import java.util.Optional;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresCdcStateHandler implements CdcStateHandler {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresCdcStateHandler.class);
-  private final StateManager stateManager;
-
-  public PostgresCdcStateHandler(final StateManager stateManager) {
-    this.stateManager = stateManager;
-  }
-
-  @Override
-  public boolean isCdcCheckpointEnabled() {
-    return true;
-  }
-
-  @Override
-  public AirbyteMessage saveState(final Map<String, String> offset, final SchemaHistory<String> ignored) {
-    final JsonNode asJson = Jsons.jsonNode(offset);
-    LOGGER.info("debezium state: {}", asJson);
-    final CdcState cdcState = new CdcState().withState(asJson);
-    stateManager.getCdcStateManager().setCdcState(cdcState);
-    /*
-     * Namespace pair is ignored by global state manager, but is needed for satisfy the API contract.
-     * Therefore, provide an empty optional.
-     */
-    final AirbyteStateMessage stateMessage = stateManager.emit(Optional.empty());
-    return new AirbyteMessage().withType(Type.STATE).withState(stateMessage);
-  }
-
-  /**
-   * Here we just want to emit the state to update the list of streams in the database to mark the
-   * completion of snapshot of new added streams. The addition of new streams in the state is done
-   * here
-   * {@link io.airbyte.cdk.integrations.source.relationaldb.state.GlobalStateManager#toState(Optional)}
-   * which is called inside the {@link StateManager#emit(Optional)} method which is being triggered
-   * below. The toState method adds all the streams present in the catalog in the state. Since there
-   * is no change in the CDC state value, whatever was present in the database will again be stored.
-   * This is done so that we can mark the completion of snapshot of new tables.
-   */
-  @Override
-  public AirbyteMessage saveStateAfterCompletionOfSnapshotOfNewStreams() {
-    LOGGER.info("Snapshot of new tables is complete, saving state");
-    /*
-     * Namespace pair is ignored by global state manager, but is needed for satisfy the API contract.
-     * Therefore, provide an empty optional.
-     */
-    final AirbyteStateMessage stateMessage = stateManager.emit(Optional.empty());
-    return new AirbyteMessage().withType(Type.STATE).withState(stateMessage);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcTargetPosition.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcTargetPosition.java
deleted file mode 100644
index 56e272a26feb..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCdcTargetPosition.java
+++ /dev/null
@@ -1,173 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import com.fasterxml.jackson.core.type.TypeReference;
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.ObjectMapper;
-import com.google.common.annotations.VisibleForTesting;
-import io.airbyte.cdk.db.PgLsn;
-import io.airbyte.cdk.db.PostgresUtils;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.integrations.debezium.CdcTargetPosition;
-import io.airbyte.cdk.integrations.debezium.internals.ChangeEventWithMetadata;
-import io.airbyte.cdk.integrations.debezium.internals.SnapshotMetadata;
-import io.airbyte.commons.json.Jsons;
-import java.sql.SQLException;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Optional;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresCdcTargetPosition implements CdcTargetPosition<Long> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresCdcTargetPosition.class);
-  @VisibleForTesting
-  public final PgLsn targetLsn;
-
-  public PostgresCdcTargetPosition(final PgLsn targetLsn) {
-    this.targetLsn = targetLsn;
-  }
-
-  @Override
-  public boolean equals(final Object obj) {
-    if (obj instanceof final PostgresCdcTargetPosition cdcTargetPosition) {
-      return cdcTargetPosition.targetLsn.compareTo(targetLsn) == 0;
-    }
-    return false;
-  }
-
-  @Override
-  public int hashCode() {
-    return Objects.hash(targetLsn.asLong());
-  }
-
-  public static PostgresCdcTargetPosition targetPosition(final JdbcDatabase database) {
-    try {
-      final PgLsn lsn = PostgresUtils.getLsn(database);
-      LOGGER.info("identified target lsn: " + lsn);
-      return new PostgresCdcTargetPosition(lsn);
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  @Override
-  public boolean reachedTargetPosition(final ChangeEventWithMetadata changeEventWithMetadata) {
-    if (changeEventWithMetadata.isSnapshotEvent()) {
-      return false;
-    } else if (SnapshotMetadata.LAST == changeEventWithMetadata.getSnapshotMetadata()) {
-      LOGGER.info("Signalling close because Snapshot is complete");
-      return true;
-    } else {
-      final PgLsn eventLsn = extractLsn(changeEventWithMetadata.getEventValueAsJson());
-      final boolean isEventLSNAfter = targetLsn.compareTo(eventLsn) <= 0;
-      if (isEventLSNAfter) {
-        LOGGER.info("Signalling close because record's LSN : " + eventLsn + " is after target LSN : " + targetLsn);
-      }
-      return isEventLSNAfter;
-    }
-  }
-
-  @Override
-  public boolean reachedTargetPosition(final Long positionFromHeartbeat) {
-    final boolean reachedTargetPosition = positionFromHeartbeat != null && positionFromHeartbeat.compareTo(targetLsn.asLong()) >= 0;
-    if (reachedTargetPosition) {
-      LOGGER.info("Signalling close because heartbeat LSN : " + positionFromHeartbeat + " is after target LSN : " + targetLsn);
-    }
-    return reachedTargetPosition;
-  }
-
-  private PgLsn extractLsn(final JsonNode valueAsJson) {
-    return Optional.ofNullable(valueAsJson.get("source"))
-        .flatMap(source -> Optional.ofNullable(source.get("lsn").asText()))
-        .map(Long::parseLong)
-        .map(PgLsn::fromLong)
-        .orElseThrow(() -> new IllegalStateException("Could not find LSN"));
-  }
-
-  @Override
-  public boolean isHeartbeatSupported() {
-    return true;
-  }
-
-  @Override
-  public Long extractPositionFromHeartbeatOffset(final Map<String, ?> sourceOffset) {
-    return (long) sourceOffset.get("lsn");
-  }
-
-  @Override
-  public boolean isEventAheadOffset(final Map<String, String> offset, final ChangeEventWithMetadata event) {
-    if (offset.size() != 1) {
-      return false;
-    }
-
-    final JsonNode offsetJson = Jsons.deserialize((String) offset.values().toArray()[0]);
-
-    if (offsetJson.get("lsn_commit") == null) {
-      return false;
-    }
-    final String stateOffsetLsnCommit = String.valueOf(offsetJson.get("lsn_commit"));
-
-    try {
-      ObjectMapper objectMapper = new ObjectMapper();
-      TypeReference<List<String>> listType = new TypeReference<>() {};
-      /* @formatter:off
-       The event source structure is :
-          {
-             "version":"2.4.0.Final",
-             "connector":"postgresql",
-             "name":"db_pkgzzfnybb",
-             "ts_ms":1710283178042,
-             "snapshot":"false",
-             "db":"db_pkgzzfnybb",
-             "sequence":"[\"30660608\",\"30660608\"]",
-             "schema":"models_schema",
-             "table":"models",
-             "txId":777,
-             "lsn":30660608,
-             "xmin":null
-          }
-          See https://debezium.io/documentation/reference/2.4/connectors/postgresql.html#postgresql-create-events for the full event structure.
-          @formatter:on
-       */
-      final JsonNode lsnSequenceNode = event.getEventValueAsJson().get("source").get("sequence");
-      List<String> lsnSequence = objectMapper.readValue(lsnSequenceNode.asText(), listType);
-      // The sequence field is a pair of [lsn_commit, lsn_processed]. We want to make sure
-      // lsn_commit(event) is compared against lsn_commit(state_offset). For the event, either of the lsn
-      // values can be null.
-      String eventLsnCommit = lsnSequence.get(0);
-      if (eventLsnCommit == null) {
-        return false;
-      }
-      return Long.parseLong(eventLsnCommit) > Long.parseLong(stateOffsetLsnCommit);
-    } catch (Exception e) {
-      LOGGER.info("Encountered an error while attempting to parse event's LSN sequence {}", e.getCause());
-      return false;
-    }
-  }
-
-  @Override
-  public boolean isSameOffset(final Map<String, String> offsetA, final Map<String, String> offsetB) {
-    if (offsetA == null || offsetA.size() != 1) {
-      return false;
-    }
-    if (offsetB == null || offsetB.size() != 1) {
-      return false;
-    }
-    final JsonNode offsetJsonA = Jsons.deserialize((String) offsetA.values().toArray()[0]);
-    final JsonNode offsetJsonB = Jsons.deserialize((String) offsetB.values().toArray()[0]);
-
-    final String lsnA =
-        offsetJsonA.get("lsn_commit") != null ? String.valueOf(offsetJsonA.get("lsn_commit")) : String.valueOf(offsetJsonA.get("lsn"));
-    final String lsnB =
-        offsetJsonB.get("lsn_commit") != null ? String.valueOf(offsetJsonB.get("lsn_commit")) : String.valueOf(offsetJsonB.get("lsn"));
-
-    return Long.parseLong(lsnA) == Long.parseLong(lsnB);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresConverter.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresConverter.java
deleted file mode 100644
index c20f822b196f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresConverter.java
+++ /dev/null
@@ -1,408 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import static io.airbyte.cdk.db.jdbc.DateTimeConverter.convertToDate;
-import static io.airbyte.cdk.db.jdbc.DateTimeConverter.convertToTime;
-import static io.airbyte.cdk.db.jdbc.DateTimeConverter.convertToTimestamp;
-import static io.airbyte.cdk.db.jdbc.DateTimeConverter.convertToTimestampWithTimezone;
-import static org.apache.kafka.connect.data.Schema.OPTIONAL_BOOLEAN_SCHEMA;
-import static org.apache.kafka.connect.data.Schema.OPTIONAL_FLOAT64_SCHEMA;
-import static org.apache.kafka.connect.data.Schema.OPTIONAL_INT64_SCHEMA;
-import static org.apache.kafka.connect.data.Schema.OPTIONAL_STRING_SCHEMA;
-
-import io.airbyte.cdk.db.jdbc.DateTimeConverter;
-import io.airbyte.cdk.integrations.debezium.internals.DebeziumConverterUtils;
-import io.debezium.connector.postgresql.PostgresValueConverter;
-import io.debezium.spi.converter.CustomConverter;
-import io.debezium.spi.converter.RelationalColumn;
-import io.debezium.time.Conversions;
-import java.math.BigDecimal;
-import java.nio.charset.StandardCharsets;
-import java.sql.SQLException;
-import java.time.LocalDate;
-import java.time.LocalTime;
-import java.time.OffsetTime;
-import java.time.format.DateTimeFormatter;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.Base64;
-import java.util.List;
-import java.util.Locale;
-import java.util.Objects;
-import java.util.Properties;
-import java.util.concurrent.TimeUnit;
-import java.util.stream.Collectors;
-import org.apache.commons.codec.binary.Hex;
-import org.apache.kafka.connect.data.SchemaBuilder;
-import org.postgresql.jdbc.PgArray;
-import org.postgresql.util.PGInterval;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresConverter implements CustomConverter<SchemaBuilder, RelationalColumn> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresConverter.class);
-
-  private final String[] DATE_TYPES = {"DATE", "TIME", "TIMETZ", "INTERVAL", "TIMESTAMP", "TIMESTAMPTZ"};
-  private final String[] BIT_TYPES = {"BIT", "VARBIT"};
-  private final String[] MONEY_ITEM_TYPE = {"MONEY"};
-  private final String[] GEOMETRICS_TYPES = {"BOX", "CIRCLE", "LINE", "LSEG", "POINT", "POLYGON", "PATH"};
-  private final String[] TEXT_TYPES =
-      {"VARCHAR", "VARBINARY", "BLOB", "TEXT", "LONGTEXT", "TINYTEXT", "MEDIUMTEXT", "INVENTORY_ITEM", "TSVECTOR", "TSQUERY", "PG_LSN"};
-  private final String[] NUMERIC_TYPES = {"NUMERIC", "DECIMAL"};
-  private final String[] ARRAY_TYPES = {"_NAME", "_NUMERIC", "_BYTEA", "_MONEY", "_BIT", "_DATE", "_TIME", "_TIMETZ", "_TIMESTAMP", "_TIMESTAMPTZ"};
-  private final String BYTEA_TYPE = "BYTEA";
-
-  // Debezium is manually setting the variable scale decimal length (precision)
-  // of numeric_array columns to 131089 if not specified. e.g: NUMERIC vs NUMERIC(38,0)
-  // https://github.com/debezium/debezium/blob/main/debezium-connector-postgres/src/main/java/io/debezium/connector/postgresql/PostgresValueConverter.java#L113
-  private final int VARIABLE_SCALE_DECIMAL_LENGTH = 131089;
-
-  @Override
-  public void configure(final Properties props) {}
-
-  @Override
-  public void converterFor(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    if (Arrays.stream(DATE_TYPES).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))) {
-      registerDate(field, registration);
-    } else if (Arrays.stream(TEXT_TYPES).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))
-        || Arrays.stream(GEOMETRICS_TYPES).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))
-        || Arrays.stream(BIT_TYPES).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))) {
-      registerText(field, registration);
-    } else if (Arrays.stream(MONEY_ITEM_TYPE).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))) {
-      registerMoney(field, registration);
-    } else if (BYTEA_TYPE.equalsIgnoreCase(field.typeName())) {
-      registerBytea(field, registration);
-    } else if (Arrays.stream(NUMERIC_TYPES).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))) {
-      registerNumber(field, registration);
-    } else if (Arrays.stream(ARRAY_TYPES).anyMatch(s -> s.equalsIgnoreCase(field.typeName()))) {
-      registerArray(field, registration);
-    }
-  }
-
-  private void registerArray(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    final String fieldType = field.typeName().toUpperCase();
-    final SchemaBuilder arraySchema = switch (fieldType) {
-      case "_NUMERIC" -> {
-        // If a numeric_array column does not have variable precision AND scale is 0
-        // then we know the precision and scale are purposefully chosen
-        if (numericArrayColumnPrecisionIsNotVariable(field) && field.scale().orElse(0) == 0) {
-          yield SchemaBuilder.array(OPTIONAL_INT64_SCHEMA).optional();
-        } else {
-          yield SchemaBuilder.array(OPTIONAL_FLOAT64_SCHEMA).optional();
-        }
-      }
-      case "_MONEY" -> SchemaBuilder.array(OPTIONAL_FLOAT64_SCHEMA).optional();
-      case "_NAME", "_DATE", "_TIME", "_TIMESTAMP", "_TIMESTAMPTZ", "_TIMETZ", "_BYTEA" -> SchemaBuilder.array(OPTIONAL_STRING_SCHEMA).optional();
-      case "_BIT" -> SchemaBuilder.array(OPTIONAL_BOOLEAN_SCHEMA).optional();
-      default -> SchemaBuilder.array(OPTIONAL_STRING_SCHEMA).optional();
-    };
-    registration.register(arraySchema, x -> convertArray(x, field));
-  }
-
-  private void registerNumber(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    registration.register(SchemaBuilder.string().optional(), x -> {
-      if (x == null) {
-        Object defaultValue = DebeziumConverterUtils.convertDefaultValue(field);
-        return defaultValue == null ? null : getNumberConvertedValue(defaultValue);
-      }
-      return getNumberConvertedValue(x);
-    });
-  }
-
-  private String getNumberConvertedValue(final Object x) {
-    // Bad solution
-    // We applied a solution like this for several reasons:
-    // 1. Regarding #13608, CDC and nor-CDC data output format should be the same.
-    // 2. In the non-CDC mode 'decimal' and 'numeric' values are put to JSON node as BigDecimal value.
-    // According to Jackson Object mapper configuration, all trailing zeros are omitted and
-    // numbers with decimal places are deserialized with exponent. (e.g. 1234567890.1234567 would
-    // be deserialized as 1.2345678901234567E9).
-    // 3. In the CDC mode 'decimal' and 'numeric' values are deserialized as a regular number (e.g.
-    // 1234567890.1234567 would be deserialized as 1234567890.1234567). Numbers without
-    // decimal places (e.g 1, 24, 354) are represented with trailing zero (e.g 1.0, 24.0, 354.0).
-    // One of solution to align deserialization for these 2 modes is setting
-    // DeserializationFeature.USE_BIG_DECIMAL_FOR_FLOATS as true for ObjectMapper. But this breaks
-    // deserialization for other data-types.
-    // A worked solution was to keep deserialization for non-CDC mode as it is and change it for CDC
-    // one.
-    // The code below strips trailing zeros for integer numbers and represents number with exponent
-    // if this number has decimals point.
-    final double doubleValue = Double.parseDouble(x.toString());
-    final String valueWithTruncatedZero = BigDecimal.valueOf(doubleValue).stripTrailingZeros().toPlainString();
-    return valueWithTruncatedZero.contains(".") ? String.valueOf(doubleValue) : valueWithTruncatedZero;
-  }
-
-  private void registerBytea(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    registration.register(SchemaBuilder.string().optional(), x -> {
-      if (x == null) {
-        Object defaultValue = DebeziumConverterUtils.convertDefaultValue(field);
-        return defaultValue == null ? null : "\\x" + Hex.encodeHexString((byte[]) defaultValue);
-      }
-      return "\\x" + Hex.encodeHexString((byte[]) x);
-    });
-  }
-
-  private void registerText(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    registration.register(SchemaBuilder.string().optional(), x -> {
-      if (x == null) {
-        Object defaultValue = DebeziumConverterUtils.convertDefaultValue(field);
-        return defaultValue == null ? null : getTextConvertedValue(defaultValue);
-      }
-      return getTextConvertedValue(x);
-    });
-  }
-
-  private String getTextConvertedValue(final Object x) {
-    if (x instanceof byte[]) {
-      return new String((byte[]) x, StandardCharsets.UTF_8);
-    } else {
-      return x.toString();
-    }
-  }
-
-  private Object convertArray(final Object x, final RelationalColumn field) {
-    if (x == null) {
-      Object defaultValue = DebeziumConverterUtils.convertDefaultValue(field);
-      return defaultValue == null ? null : getArrayConvertedValue(field, defaultValue);
-    }
-    return getArrayConvertedValue(field, x);
-  }
-
-  private Object getArrayConvertedValue(final RelationalColumn field, final Object x) {
-    final String fieldType = field.typeName().toUpperCase();
-    switch (fieldType) {
-      // debezium currently cannot handle MONEY[] datatype and it's not implemented
-      case "_MONEY":
-        // PgArray.getArray() trying to convert to Double instead of PgMoney
-        // due to incorrect type mapping in the postgres driver
-        // https://github.com/pgjdbc/pgjdbc/blob/d5ed52ef391670e83ae5265af2f7301c615ce4ca/pgjdbc/src/main/java/org/postgresql/jdbc/TypeInfoCache.java#L88
-        // and throws an exception, so a custom implementation of converting to String is used to get the
-        // value as is
-        final String nativeMoneyValue = ((PgArray) x).toString();
-        final String substringM = Objects.requireNonNull(nativeMoneyValue).substring(1, nativeMoneyValue.length() - 1);
-        final char currency = substringM.charAt(0);
-        final String regex = "\\" + currency;
-        final List<String> myListM = new ArrayList<>(Arrays.asList(substringM.split(regex)));
-        return myListM.stream()
-            // since the separator is the currency sign, all extra characters must be removed except for numbers
-            // and dots
-            .map(val -> val.replaceAll("[^\\d.]", ""))
-            .filter(money -> !money.isEmpty())
-            .map(Double::valueOf)
-            .collect(Collectors.toList());
-      case "_NUMERIC":
-        return Arrays.stream(getArray(x)).map(value -> {
-          if (value == null) {
-            return null;
-          } else {
-            if (numericArrayColumnPrecisionIsNotVariable(field) && field.scale().orElse(0) == 0) {
-              return Long.parseLong(value.toString());
-            } else {
-              return Double.valueOf(value.toString());
-            }
-          }
-        }).collect(Collectors.toList());
-      case "_TIME":
-        return Arrays.stream(getArray(x)).map(value -> value == null ? null : convertToTime(value)).collect(Collectors.toList());
-      case "_DATE":
-        return Arrays.stream(getArray(x)).map(value -> value == null ? null : convertToDate(value)).collect(Collectors.toList());
-      case "_TIMESTAMP":
-        return Arrays.stream(getArray(x)).map(value -> value == null ? null : convertToTimestamp(value)).collect(Collectors.toList());
-      case "_TIMESTAMPTZ":
-        return Arrays.stream(getArray(x)).map(value -> value == null ? null : convertToTimestampWithTimezone(value)).collect(Collectors.toList());
-      case "_TIMETZ":
-
-        final List<String> timetzArr = new ArrayList<>();
-        final String nativeValue = ((PgArray) x).toString();
-        final String substring = Objects.requireNonNull(nativeValue).substring(1, nativeValue.length() - 1);
-        final List<String> times = new ArrayList<>(Arrays.asList(substring.split(",")));
-        final DateTimeFormatter format = DateTimeFormatter.ofPattern("HH:mm:ss[.SSSSSS]X");
-
-        times.forEach(s -> {
-          if (s.equalsIgnoreCase("NULL")) {
-            timetzArr.add(null);
-          } else {
-            final OffsetTime parsed = OffsetTime.parse(s, format);
-            timetzArr.add(DateTimeConverter.convertToTimeWithTimezone(parsed));
-          }
-        });
-        return timetzArr;
-      case "_BYTEA":
-        return Arrays.stream(getArray(x)).map(value -> Base64.getEncoder().encodeToString((byte[]) value)).collect(Collectors.toList());
-      case "_BIT":
-        return Arrays.stream(getArray(x)).map(value -> (Boolean) value).collect(Collectors.toList());
-      case "_NAME":
-        return Arrays.stream(getArray(x)).map(value -> (String) value).collect(Collectors.toList());
-      default:
-        throw new RuntimeException("Unknown array type detected " + fieldType);
-    }
-  }
-
-  private Object[] getArray(final Object x) {
-    try {
-      return (Object[]) ((PgArray) x).getArray();
-    } catch (final SQLException e) {
-      LOGGER.error("Failed to convert PgArray:" + e);
-      throw new RuntimeException(e);
-    }
-  }
-
-  private int getTimePrecision(final RelationalColumn field) {
-    return field.scale().orElse(-1);
-  }
-
-  private final String POSITIVE_INFINITY_VALUE = "Infinity";
-  private final String NEGATIVE_INFINITY_VALUE = "-Infinity";
-
-  // Ref :
-  // https://debezium.io/documentation/reference/2.2/connectors/postgresql.html#postgresql-temporal-types
-  private void registerDate(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    registration.register(SchemaBuilder.string().optional(), x -> {
-      if (x == null) {
-        Object defaultValue = DebeziumConverterUtils.convertDefaultValue(field);
-        return defaultValue == null ? null : getDateConvertedValue(field, defaultValue);
-      }
-      return getDateConvertedValue(field, x);
-    });
-  }
-
-  private String getDateConvertedValue(final RelationalColumn field, final Object x) {
-    switch (field.typeName().toUpperCase(Locale.ROOT)) {
-      case "TIMETZ":
-        return DateTimeConverter.convertToTimeWithTimezone(x);
-      case "TIMESTAMPTZ":
-        if (x.equals(PostgresValueConverter.NEGATIVE_INFINITY_OFFSET_DATE_TIME)) {
-          return NEGATIVE_INFINITY_VALUE;
-        }
-        if (x.equals(PostgresValueConverter.POSITIVE_INFINITY_OFFSET_DATE_TIME)) {
-          return POSITIVE_INFINITY_VALUE;
-        }
-        return DateTimeConverter.convertToTimestampWithTimezone(x);
-      case "TIMESTAMP":
-        if (x.equals(PostgresValueConverter.NEGATIVE_INFINITY_INSTANT)) {
-          return NEGATIVE_INFINITY_VALUE;
-        }
-        if (x.equals(PostgresValueConverter.POSITIVE_INFINITY_INSTANT)) {
-          return POSITIVE_INFINITY_VALUE;
-        }
-        if (x instanceof final Long l) {
-          if (getTimePrecision(field) <= 3) {
-            return convertToTimestamp(Conversions.toInstantFromMillis(l));
-          }
-          if (getTimePrecision(field) <= 6) {
-            return convertToTimestamp(Conversions.toInstantFromMicros(l));
-          }
-        }
-        return convertToTimestamp(x);
-      case "DATE":
-        if (x.equals(PostgresValueConverter.NEGATIVE_INFINITY_LOCAL_DATE)) {
-          return NEGATIVE_INFINITY_VALUE;
-        }
-        if (x.equals(PostgresValueConverter.POSITIVE_INFINITY_LOCAL_DATE)) {
-          return POSITIVE_INFINITY_VALUE;
-        }
-        if (x instanceof Integer) {
-          return convertToDate(LocalDate.ofEpochDay((Integer) x));
-        }
-        return convertToDate(x);
-      case "TIME":
-        return resolveTime(field, x);
-      case "INTERVAL":
-        return convertInterval((PGInterval) x);
-      default:
-        throw new IllegalArgumentException("Unknown field type  " + field.typeName().toUpperCase(Locale.ROOT));
-    }
-  }
-
-  private String resolveTime(RelationalColumn field, Object x) {
-    if (x instanceof Long) {
-      if (getTimePrecision(field) <= 3) {
-        long l = Math.multiplyExact((Long) x, TimeUnit.MILLISECONDS.toNanos(1));
-        return DateTimeConverter.convertToTime(LocalTime.ofNanoOfDay(l));
-      }
-      if (getTimePrecision(field) <= 6) {
-        long l = Math.multiplyExact((Long) x, TimeUnit.MICROSECONDS.toNanos(1));
-        return DateTimeConverter.convertToTime(LocalTime.ofNanoOfDay(l));
-      }
-    }
-    return DateTimeConverter.convertToTime(x);
-  }
-
-  private String convertInterval(final PGInterval pgInterval) {
-    final StringBuilder resultInterval = new StringBuilder();
-    formatDateUnit(resultInterval, pgInterval.getYears(), " year ");
-    formatDateUnit(resultInterval, pgInterval.getMonths(), " mons ");
-    formatDateUnit(resultInterval, pgInterval.getDays(), " days ");
-
-    formatTimeValues(resultInterval, pgInterval);
-    return resultInterval.toString();
-  }
-
-  private void registerMoney(final RelationalColumn field, final ConverterRegistration<SchemaBuilder> registration) {
-    registration.register(SchemaBuilder.string().optional(), x -> {
-      if (x == null) {
-        Object defaultValue = DebeziumConverterUtils.convertDefaultValue(field);
-        return defaultValue == null ? null : getMoneyConvertedValue(defaultValue);
-      }
-      return getMoneyConvertedValue(x);
-    });
-  }
-
-  private String getMoneyConvertedValue(final Object x) {
-    if (x instanceof Double) {
-      final BigDecimal result = BigDecimal.valueOf((Double) x);
-      if (result.compareTo(new BigDecimal("999999999999999")) == 1
-          || result.compareTo(new BigDecimal("-999999999999999")) == -1) {
-        return null;
-      }
-      return result.toString();
-    } else {
-      return x.toString();
-    }
-  }
-
-  private void formatDateUnit(final StringBuilder resultInterval, final int dateUnit, final String s) {
-    if (dateUnit != 0) {
-      resultInterval
-          .append(dateUnit)
-          .append(s);
-    }
-  }
-
-  private void formatTimeValues(final StringBuilder resultInterval, final PGInterval pgInterval) {
-    if (isNegativeTime(pgInterval)) {
-      resultInterval.append("-");
-    }
-    // TODO check if value more or less than Integer.MIN_VALUE Integer.MAX_VALUE,
-    final int hours = Math.abs(pgInterval.getHours());
-    final int minutes = Math.abs(pgInterval.getMinutes());
-    final int seconds = Math.abs(pgInterval.getWholeSeconds());
-    resultInterval.append(addFirstDigit(hours));
-    resultInterval.append(hours);
-    resultInterval.append(":");
-    resultInterval.append(addFirstDigit(minutes));
-    resultInterval.append(minutes);
-    resultInterval.append(":");
-    resultInterval.append(addFirstDigit(seconds));
-    resultInterval.append(seconds);
-  }
-
-  private String addFirstDigit(final int hours) {
-    return hours <= 9 ? "0" : "";
-  }
-
-  private boolean isNegativeTime(final PGInterval pgInterval) {
-    return pgInterval.getHours() < 0
-        || pgInterval.getMinutes() < 0
-        || pgInterval.getWholeSeconds() < 0;
-  }
-
-  private boolean numericArrayColumnPrecisionIsNotVariable(final RelationalColumn column) {
-    return column.length().orElse(VARIABLE_SCALE_DECIMAL_LENGTH) != VARIABLE_SCALE_DECIMAL_LENGTH;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCustomLoader.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCustomLoader.java
deleted file mode 100644
index 5db575f81b37..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresCustomLoader.java
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import io.airbyte.commons.json.Jsons;
-import io.debezium.connector.postgresql.PostgresConnectorConfig;
-import io.debezium.connector.postgresql.PostgresOffsetContext;
-import io.debezium.connector.postgresql.PostgresOffsetContext.Loader;
-import java.util.Collections;
-import java.util.Map;
-
-public class PostgresCustomLoader extends Loader {
-
-  private Map<String, ?> offset;
-
-  public PostgresCustomLoader(PostgresConnectorConfig connectorConfig) {
-    super(connectorConfig);
-  }
-
-  @Override
-  public PostgresOffsetContext load(Map<String, ?> offset) {
-    this.offset = Jsons.clone(offset);
-    return super.load(offset);
-  }
-
-  public Map<String, ?> getRawOffset() {
-    return Collections.unmodifiableMap(offset);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresDebeziumStateUtil.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresDebeziumStateUtil.java
deleted file mode 100644
index 5c7e3a4c065f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresDebeziumStateUtil.java
+++ /dev/null
@@ -1,269 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import static io.debezium.connector.postgresql.PostgresOffsetContext.LAST_COMMIT_LSN_KEY;
-import static io.debezium.connector.postgresql.SourceInfo.LSN_KEY;
-import static io.debezium.relational.RelationalDatabaseConnectorConfig.DATABASE_NAME;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.annotations.VisibleForTesting;
-import com.google.common.base.Preconditions;
-import io.airbyte.cdk.db.PostgresUtils;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.integrations.debezium.internals.AirbyteFileOffsetBackingStore;
-import io.airbyte.cdk.integrations.debezium.internals.DebeziumPropertiesManager;
-import io.airbyte.cdk.integrations.debezium.internals.DebeziumStateUtil;
-import io.airbyte.cdk.integrations.debezium.internals.RelationalDbDebeziumPropertiesManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.debezium.config.Configuration;
-import io.debezium.connector.common.OffsetReader;
-import io.debezium.connector.postgresql.PostgresConnectorConfig;
-import io.debezium.connector.postgresql.PostgresOffsetContext;
-import io.debezium.connector.postgresql.PostgresOffsetContext.Loader;
-import io.debezium.connector.postgresql.PostgresPartition;
-import io.debezium.connector.postgresql.connection.Lsn;
-import io.debezium.pipeline.spi.Offsets;
-import io.debezium.pipeline.spi.Partition;
-import io.debezium.time.Conversions;
-import java.sql.SQLException;
-import java.time.Instant;
-import java.util.Collections;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.OptionalLong;
-import java.util.Properties;
-import java.util.Set;
-import org.apache.kafka.connect.storage.FileOffsetBackingStore;
-import org.apache.kafka.connect.storage.OffsetStorageReaderImpl;
-import org.postgresql.core.BaseConnection;
-import org.postgresql.replication.LogSequenceNumber;
-import org.postgresql.replication.PGReplicationStream;
-import org.postgresql.replication.fluent.logical.ChainedLogicalStreamBuilder;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * This class is inspired by Debezium's Postgres connector internal implementation on how it parses
- * the state
- */
-public class PostgresDebeziumStateUtil implements DebeziumStateUtil {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresDebeziumStateUtil.class);
-
-  public boolean isSavedOffsetAfterReplicationSlotLSN(final JsonNode replicationSlot,
-                                                      final OptionalLong savedOffset) {
-
-    if (Objects.isNull(savedOffset) || savedOffset.isEmpty()) {
-      return true;
-    }
-
-    if (replicationSlot.has("confirmed_flush_lsn")) {
-      final long confirmedFlushLsnOnServerSide = Lsn.valueOf(replicationSlot.get("confirmed_flush_lsn").asText()).asLong();
-      LOGGER.info("Replication slot confirmed_flush_lsn : " + confirmedFlushLsnOnServerSide + " Saved offset LSN : " + savedOffset.getAsLong());
-      return savedOffset.getAsLong() >= confirmedFlushLsnOnServerSide;
-    } else if (replicationSlot.has("restart_lsn")) {
-      final long restartLsn = Lsn.valueOf(replicationSlot.get("restart_lsn").asText()).asLong();
-      LOGGER.info("Replication slot restart_lsn : " + restartLsn + " Saved offset LSN : " + savedOffset.getAsLong());
-      return savedOffset.getAsLong() >= restartLsn;
-    }
-
-    // We return true when saved offset is not present cause using an empty offset would result in sync
-    // from scratch anyway
-    return true;
-  }
-
-  public OptionalLong savedOffset(final Properties baseProperties,
-                                  final ConfiguredAirbyteCatalog catalog,
-                                  final JsonNode cdcState,
-                                  final JsonNode config) {
-    final var offsetManager = AirbyteFileOffsetBackingStore.initializeState(cdcState, Optional.empty());
-    final DebeziumPropertiesManager debeziumPropertiesManager =
-        new RelationalDbDebeziumPropertiesManager(baseProperties, config, catalog, Collections.emptyList());
-    final Properties debeziumProperties = debeziumPropertiesManager.getDebeziumProperties(offsetManager);
-    return parseSavedOffset(debeziumProperties);
-  }
-
-  public void commitLSNToPostgresDatabase(final JsonNode jdbcConfig,
-                                          final OptionalLong savedOffset,
-                                          final String slotName,
-                                          final String publicationName,
-                                          final String plugin) {
-    if (Objects.isNull(savedOffset) || savedOffset.isEmpty()) {
-      return;
-    }
-
-    final LogSequenceNumber logSequenceNumber = LogSequenceNumber.valueOf(savedOffset.getAsLong());
-
-    LOGGER.info("Committing upto LSN: {}", savedOffset.getAsLong());
-    try (final BaseConnection pgConnection = (BaseConnection) PostgresReplicationConnection.createConnection(jdbcConfig)) {
-      ChainedLogicalStreamBuilder streamBuilder = pgConnection
-          .getReplicationAPI()
-          .replicationStream()
-          .logical()
-          .withSlotName("\"" + slotName + "\"")
-          .withStartPosition(logSequenceNumber);
-
-      streamBuilder = addSlotOption(publicationName, plugin, pgConnection, streamBuilder);
-
-      try (final PGReplicationStream stream = streamBuilder.start()) {
-        stream.forceUpdateStatus();
-
-        stream.setFlushedLSN(logSequenceNumber);
-        stream.setAppliedLSN(logSequenceNumber);
-
-        stream.forceUpdateStatus();
-      }
-    } catch (SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  private ChainedLogicalStreamBuilder addSlotOption(final String publicationName,
-                                                    final String plugin,
-                                                    final BaseConnection pgConnection,
-                                                    ChainedLogicalStreamBuilder streamBuilder) {
-    if (plugin.equalsIgnoreCase("pgoutput")) {
-      streamBuilder = streamBuilder.withSlotOption("proto_version", 1)
-          .withSlotOption("publication_names", publicationName);
-
-      if (pgConnection.haveMinimumServerVersion(140000)) {
-        streamBuilder = streamBuilder.withSlotOption("messages", true);
-      }
-    } else {
-      throw new RuntimeException("Unknown plugin value : " + plugin);
-    }
-    return streamBuilder;
-  }
-
-  /**
-   * Loads the offset data from the saved Debezium offset file.
-   *
-   * @param properties Properties should contain the relevant properties like path to the debezium
-   *        state file, etc. It's assumed that the state file is already initialised with the saved
-   *        state
-   * @return Returns the LSN that Airbyte has acknowledged in the source database server
-   */
-  private OptionalLong parseSavedOffset(final Properties properties) {
-    FileOffsetBackingStore fileOffsetBackingStore = null;
-    OffsetStorageReaderImpl offsetStorageReader = null;
-
-    try {
-      fileOffsetBackingStore = getFileOffsetBackingStore(properties);
-      offsetStorageReader = getOffsetStorageReader(fileOffsetBackingStore, properties);
-
-      final PostgresConnectorConfig postgresConnectorConfig = new PostgresConnectorConfig(Configuration.from(properties));
-      final PostgresCustomLoader loader = new PostgresCustomLoader(postgresConnectorConfig);
-      final Set<Partition> partitions =
-          Collections.singleton(new PostgresPartition(postgresConnectorConfig.getLogicalName(), properties.getProperty(DATABASE_NAME.name())));
-
-      final OffsetReader<Partition, PostgresOffsetContext, Loader> offsetReader = new OffsetReader<>(offsetStorageReader, loader);
-      final Map<Partition, PostgresOffsetContext> offsets = offsetReader.offsets(partitions);
-
-      return extractLsn(partitions, offsets, loader);
-    } finally {
-      LOGGER.info("Closing offsetStorageReader and fileOffsetBackingStore");
-      if (offsetStorageReader != null) {
-        offsetStorageReader.close();
-      }
-
-      if (fileOffsetBackingStore != null) {
-        fileOffsetBackingStore.stop();
-      }
-    }
-  }
-
-  private OptionalLong extractLsn(final Set<Partition> partitions,
-                                  final Map<Partition, PostgresOffsetContext> offsets,
-                                  final PostgresCustomLoader loader) {
-    boolean found = false;
-    for (final Partition partition : partitions) {
-      final PostgresOffsetContext postgresOffsetContext = offsets.get(partition);
-
-      if (postgresOffsetContext != null) {
-        found = true;
-        LOGGER.info("Found previous partition offset {}: {}", partition, postgresOffsetContext.getOffset());
-      }
-    }
-
-    if (!found) {
-      LOGGER.info("No previous offsets found");
-      return OptionalLong.empty();
-    }
-
-    final Offsets<Partition, PostgresOffsetContext> of = Offsets.of(offsets);
-    final PostgresOffsetContext previousOffset = of.getTheOnlyOffset();
-
-    final Map<String, ?> offset = previousOffset.getOffset();
-
-    if (offset.containsKey(LAST_COMMIT_LSN_KEY)) {
-      return OptionalLong.of((long) offset.get(LAST_COMMIT_LSN_KEY));
-    } else if (offset.containsKey(LSN_KEY)) {
-      return OptionalLong.of((long) offset.get(LSN_KEY));
-    } else if (loader.getRawOffset().containsKey(LSN_KEY)) {
-      return OptionalLong.of(Long.parseLong(loader.getRawOffset().get(LSN_KEY).toString()));
-    }
-
-    return OptionalLong.empty();
-
-  }
-
-  private static ThreadLocal<JsonNode> initialState = new ThreadLocal<>();
-
-  /**
-   * Method to construct initial Debezium state which can be passed onto Debezium engine to make it
-   * process WAL from a specific LSN and skip snapshot phase
-   */
-  public JsonNode constructInitialDebeziumState(final JdbcDatabase database, final String dbName) {
-    if (initialState.get() == null) {
-      try {
-        final JsonNode asJson = format(currentXLogLocation(database), currentTransactionId(database), dbName, Instant.now());
-        initialState.set(asJson);
-      } catch (SQLException e) {
-        throw new RuntimeException(e);
-      }
-    }
-    return initialState.get();
-  }
-
-  @VisibleForTesting
-  public JsonNode format(final Long currentXLogLocation, final Long currentTransactionId, final String dbName, final Instant time) {
-    final String key = "[\"" + dbName + "\",{\"server\":\"" + dbName + "\"}]";
-    final String value =
-        "{\"transaction_id\":null,\"lsn\":" + currentXLogLocation + ",\"txId\":" + currentTransactionId + ",\"ts_usec\":" + Conversions.toEpochMicros(
-            time) + "}";
-
-    final Map<String, String> result = new HashMap<>();
-    result.put(key, value);
-
-    final JsonNode jsonNode = Jsons.jsonNode(result);
-    LOGGER.info("Initial Debezium state constructed: {}", jsonNode);
-
-    return jsonNode;
-  }
-
-  private long currentXLogLocation(JdbcDatabase database) throws SQLException {
-    return PostgresUtils.getLsn(database).asLong();
-  }
-
-  private Long currentTransactionId(final JdbcDatabase database) throws SQLException {
-    final List<Long> transactionId = database.bufferedResultSetQuery(
-        conn -> conn.createStatement().executeQuery(
-            "SELECT CASE WHEN pg_is_in_recovery() THEN txid_snapshot_xmin(txid_current_snapshot()) ELSE txid_current() END AS pg_current_txid;"),
-        resultSet -> resultSet.getLong(1));
-    Preconditions.checkState(transactionId.size() == 1);
-    return transactionId.get(0);
-  }
-
-  public static void disposeInitialState() {
-    LOGGER.debug("Dispose initial state cached for {}", Thread.currentThread());
-    initialState.remove();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresReplicationConnection.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresReplicationConnection.java
deleted file mode 100644
index 981af5e8bd5c..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cdc/PostgresReplicationConnection.java
+++ /dev/null
@@ -1,80 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cdc;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.debezium.jdbc.JdbcConnection.ResultSetMapper;
-import io.debezium.jdbc.JdbcConnection.StatementFactory;
-import java.sql.*;
-import java.util.*;
-import org.postgresql.util.PSQLException;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * This class is a helper for creating replication connections for Postgres
- */
-public class PostgresReplicationConnection {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresReplicationConnection.class);
-  private static final String ILLEGAL_CONNECTION_ERROR_MESSAGE = "The DB connection is not a valid replication connection";
-  public static final String REPLICATION_PRIVILEGE_ERROR_MESSAGE =
-      "User '%s' does not have enough privileges for CDC replication. Please read the docs and add required privileges.";
-
-  public static Connection createConnection(final JsonNode jdbcConfig) throws SQLException, IllegalStateException {
-    try {
-      Properties properties = new Properties();
-      if (jdbcConfig.has(JdbcUtils.USERNAME_KEY)) {
-        properties.setProperty("user", jdbcConfig.get(JdbcUtils.USERNAME_KEY).asText());
-      }
-
-      if (jdbcConfig.has(JdbcUtils.PASSWORD_KEY)) {
-        properties.setProperty("password", jdbcConfig.get(JdbcUtils.PASSWORD_KEY).asText());
-      }
-
-      properties.setProperty("assumeMinServerVersion", "9.4");
-      properties.setProperty("ApplicationName", "Airbyte Debezium Streaming");
-      properties.setProperty("replication", "database");
-      properties.setProperty("preferQueryMode", "simple"); // replication protocol only supports simple query mode
-
-      LOGGER.info("Creating a replication connection.");
-      final Connection connection = DriverManager.getConnection(jdbcConfig.get(JdbcUtils.JDBC_URL_KEY).asText(), properties);
-
-      LOGGER.info("Validating replication connection.");
-      validateReplicationConnection(connection);
-      return connection;
-    } catch (final PSQLException exception) {
-      if ("42501".equals(exception.getSQLState())) { // insufficient_privilege
-        throw new ConfigErrorException(String.format(REPLICATION_PRIVILEGE_ERROR_MESSAGE, jdbcConfig.get(JdbcUtils.USERNAME_KEY).asText()));
-      }
-      throw exception;
-    }
-  }
-
-  private static void validateReplicationConnection(final Connection pgConnection) throws SQLException, IllegalStateException {
-    queryAndMap(pgConnection, "IDENTIFY_SYSTEM", Connection::createStatement, rs -> {
-      if (!rs.next()) {
-        throw new IllegalStateException(ILLEGAL_CONNECTION_ERROR_MESSAGE);
-      }
-      return null;
-    });
-  }
-
-  private static <T> T queryAndMap(final Connection conn,
-                                   final String query,
-                                   final StatementFactory statementFactory,
-                                   final ResultSetMapper<T> mapper)
-      throws SQLException {
-    Objects.requireNonNull(mapper, "Mapper must be provided");
-    try (Statement statement = statementFactory.createStatement(conn)) {
-      try (ResultSet resultSet = statement.executeQuery(query);) {
-        return mapper.apply(resultSet);
-      }
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/AirbyteMessageWithCtid.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/AirbyteMessageWithCtid.java
deleted file mode 100644
index aa3ab856d8e9..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/AirbyteMessageWithCtid.java
+++ /dev/null
@@ -1,19 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-
-/**
- * ctid of rows is queried as part of our sync and is used to checkpoint to be able to restart
- * failed sync from a known last point. Since we never want to emit a ctid it is kept in a different
- * field, to save us an expensive JsonNode.remove() operation.
- *
- * @param recordMessage row fields to emit
- * @param ctid ctid
- */
-public record AirbyteMessageWithCtid(AirbyteMessage recordMessage, String ctid) {
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/Ctid.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/Ctid.java
deleted file mode 100644
index 214151040db9..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/Ctid.java
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import java.util.Objects;
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-
-/**
- * Class represents a postgres ctid record in the form of "(number,number)" Used to simplify code
- * dealing with ctid calculations.
- */
-public class Ctid {
-
-  final Long page;
-  final Long tuple;
-  public static final Ctid ZERO = Ctid.of(0, 0);
-
-  public static Ctid of(final long page, final long tuple) {
-    return new Ctid(page, tuple);
-  }
-
-  public static Ctid of(final String ctid) {
-    return new Ctid(ctid);
-  }
-
-  Ctid(final long page, final long tuple) {
-    this.page = page;
-    this.tuple = tuple;
-  }
-
-  Ctid(final String ctid) {
-    final Pattern p = Pattern.compile("\\d+");
-    final Matcher m = p.matcher(ctid);
-    if (!m.find()) {
-      throw new IllegalArgumentException("Invalid ctid format");
-    }
-    final String ctidPageStr = m.group();
-    this.page = Long.parseLong(ctidPageStr);
-
-    if (!m.find()) {
-      throw new IllegalArgumentException("Invalid ctid format");
-    }
-    final String ctidTupleStr = m.group();
-    this.tuple = Long.parseLong(ctidTupleStr);
-
-    Objects.requireNonNull(this.page);
-    Objects.requireNonNull(this.tuple);
-  }
-
-  @Override
-  public String toString() {
-    return "(%d,%d)".formatted(page, tuple);
-  }
-
-  @Override
-  public boolean equals(final Object o) {
-    if (this == o) {
-      return true;
-    }
-    if (o == null || getClass() != o.getClass()) {
-      return false;
-    }
-    final Ctid ctid = (Ctid) o;
-    return Objects.equals(page, ctid.page) && Objects.equals(tuple, ctid.tuple);
-  }
-
-  @Override
-  public int hashCode() {
-    return Objects.hash(page, tuple);
-  }
-
-  public static Ctid inc(final Ctid ctid, final long maxTuple) {
-    return (ctid.tuple + 1 > maxTuple) ? Ctid.of(ctid.page + 1, 1) : Ctid.of(ctid.page, ctid.tuple + 1);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidGlobalStateManager.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidGlobalStateManager.java
deleted file mode 100644
index b78ff73e368b..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidGlobalStateManager.java
+++ /dev/null
@@ -1,212 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.source.relationaldb.models.CdcState;
-import io.airbyte.cdk.integrations.source.relationaldb.models.DbStreamState;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.cdc.PostgresCdcCtidUtils.CtidStreams;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteGlobalState;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import java.util.Set;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class CtidGlobalStateManager extends CtidStateManager {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(CtidGlobalStateManager.class);
-
-  private final StateManager stateManager;
-  private Set<AirbyteStreamNameNamespacePair> resumableFullRefreshStreams;
-  private Set<AirbyteStreamNameNamespacePair> nonResumableFullRefreshStreams;
-  private Set<AirbyteStreamNameNamespacePair> streamsThatHaveCompletedSnapshot;
-  private final boolean savedOffsetAfterReplicationSlotLSN;
-  private final CdcState defaultCdcState;
-
-  public CtidGlobalStateManager(final CtidStreams ctidStreams,
-                                final FileNodeHandler fileNodeHandler,
-                                final StateManager stateManager,
-                                final ConfiguredAirbyteCatalog catalog,
-                                final boolean savedOffsetAfterReplicationSlotLSN,
-                                final CdcState defaultCdcState) {
-    super(filterOutExpiredFileNodes(ctidStreams.pairToCtidStatus(), fileNodeHandler));
-    this.stateManager = stateManager;
-    this.savedOffsetAfterReplicationSlotLSN = savedOffsetAfterReplicationSlotLSN;
-    this.defaultCdcState = defaultCdcState;
-    this.fileNodeHandler = fileNodeHandler;
-    initStream(ctidStreams, catalog);
-  }
-
-  private void initStream(final CtidStreams ctidStreams,
-                          final ConfiguredAirbyteCatalog catalog) {
-    this.streamsThatHaveCompletedSnapshot = new HashSet<>();
-    this.resumableFullRefreshStreams = new HashSet<>();
-    this.nonResumableFullRefreshStreams = new HashSet<>();
-    catalog.getStreams().forEach(configuredAirbyteStream -> {
-      var pair =
-          new AirbyteStreamNameNamespacePair(configuredAirbyteStream.getStream().getName(), configuredAirbyteStream.getStream().getNamespace());
-      if (!ctidStreams.streamsForCtidSync().contains(configuredAirbyteStream) && configuredAirbyteStream.getSyncMode() == SyncMode.INCREMENTAL) {
-        streamsThatHaveCompletedSnapshot.add(pair);
-      }
-
-      if (configuredAirbyteStream.getSyncMode() == SyncMode.FULL_REFRESH) {
-        // Note some streams still do not have `isResumable` field set.
-        if (configuredAirbyteStream.getStream().getIsResumable() != null && configuredAirbyteStream.getStream().getIsResumable()) {
-          this.resumableFullRefreshStreams.add(pair);
-        } else if (fileNodeHandler.hasFileNode(
-            new AirbyteStreamNameNamespacePair(configuredAirbyteStream.getStream().getName(), configuredAirbyteStream.getStream().getNamespace()))) {
-          this.resumableFullRefreshStreams.add(pair);
-        } else {
-          this.nonResumableFullRefreshStreams.add(pair);
-        }
-      }
-    });
-  }
-
-  private static Map<AirbyteStreamNameNamespacePair, CtidStatus> filterOutExpiredFileNodes(
-                                                                                           final Map<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair, CtidStatus> pairToCtidStatus,
-                                                                                           final FileNodeHandler fileNodeHandler) {
-    final Map<AirbyteStreamNameNamespacePair, CtidStatus> filteredMap = new HashMap<>();
-    pairToCtidStatus.forEach((pair, ctidStatus) -> {
-      final AirbyteStreamNameNamespacePair updatedPair = new AirbyteStreamNameNamespacePair(pair.getName(), pair.getNamespace());
-      if (validateRelationFileNode(ctidStatus, updatedPair, fileNodeHandler)) {
-        filteredMap.put(updatedPair, ctidStatus);
-      } else {
-        LOGGER.warn(
-            "The relation file node for table in source db {} is not equal to the saved ctid state, a full sync from scratch will be triggered.",
-            pair);
-      }
-    });
-    return filteredMap;
-  }
-
-  @Override
-  public AirbyteStateMessage createCtidStateMessage(final AirbyteStreamNameNamespacePair pair, final CtidStatus ctidStatus) {
-    pairToCtidStatus.put(pair, ctidStatus);
-    final List<AirbyteStreamState> streamStates = new ArrayList<>();
-
-    streamsThatHaveCompletedSnapshot.forEach(stream -> {
-      final DbStreamState state = getFinalState(stream);
-      streamStates.add(getAirbyteStreamState(stream, Jsons.jsonNode(state)));
-    });
-
-    resumableFullRefreshStreams.forEach(stream -> {
-      if (getCtidStatus(new AirbyteStreamNameNamespacePair(stream.getName(), stream.getNamespace())) != null) {
-        final CtidStatus ctidStatusForFullRefreshStream = generateCtidStatusForState(stream);
-        streamStates.add(getAirbyteStreamState(stream, (Jsons.jsonNode(ctidStatusForFullRefreshStream))));
-      }
-    });
-
-    nonResumableFullRefreshStreams.forEach(stream -> {
-      streamStates.add(new AirbyteStreamState()
-          .withStreamDescriptor(
-              new StreamDescriptor().withName(stream.getName()).withNamespace(stream.getNamespace())));
-    });
-
-    if (!resumableFullRefreshStreams.contains(pair) && !nonResumableFullRefreshStreams.contains(pair)) {
-      streamStates.add(getAirbyteStreamState(pair, (Jsons.jsonNode(ctidStatus))));
-    }
-
-    return new AirbyteStateMessage()
-        .withType(AirbyteStateType.GLOBAL)
-        .withGlobal(generateGlobalState(streamStates));
-  }
-
-  public AirbyteGlobalState generateGlobalState(final List<AirbyteStreamState> streamStates) {
-    final CdcState stateToBeUsed = getCdcState();
-    final AirbyteGlobalState globalState = new AirbyteGlobalState();
-    globalState.setSharedState(Jsons.jsonNode(stateToBeUsed));
-    globalState.setStreamStates(streamStates);
-    return globalState;
-
-  }
-
-  public CdcState getCdcState() {
-    final CdcState stateManagerCdcState = stateManager.getCdcStateManager().getCdcState();
-
-    return !savedOffsetAfterReplicationSlotLSN || stateManagerCdcState == null
-        || stateManagerCdcState.getState() == null ? defaultCdcState
-            : stateManagerCdcState;
-
-  }
-
-  private boolean isIncrementalStream(final AirbyteStreamNameNamespacePair pair) {
-    return !resumableFullRefreshStreams.contains(pair) && !nonResumableFullRefreshStreams.contains(pair);
-  }
-
-  @Override
-  public AirbyteStateMessage createFinalStateMessage(final AirbyteStreamNameNamespacePair pair, final JsonNode streamStateForIncrementalRun) {
-    // Only incremental streams can be transformed into the next phase.
-    if (isIncrementalStream(pair)) {
-      streamsThatHaveCompletedSnapshot.add(pair);
-    }
-
-    if (resumableFullRefreshStreams.contains(pair)) {
-      final CtidStatus ctidStatusForFullRefreshStream = generateCtidStatusForState(pair);
-      pairToCtidStatus.put(pair, ctidStatusForFullRefreshStream);
-    }
-
-    final List<AirbyteStreamState> streamStates = new ArrayList<>();
-    streamsThatHaveCompletedSnapshot.forEach(stream -> {
-      final DbStreamState state = getFinalState(stream);
-      streamStates.add(getAirbyteStreamState(stream, Jsons.jsonNode(state)));
-    });
-
-    resumableFullRefreshStreams.forEach(stream -> {
-      final CtidStatus ctidStatusForFullRefreshStream = generateCtidStatusForState(stream);
-      streamStates.add(getAirbyteStreamState(stream, Jsons.jsonNode(ctidStatusForFullRefreshStream)));
-    });
-
-    nonResumableFullRefreshStreams.forEach(stream -> {
-      streamStates.add(new AirbyteStreamState()
-          .withStreamDescriptor(
-              new StreamDescriptor().withName(stream.getName()).withNamespace(stream.getNamespace())));
-    });
-
-    return new AirbyteStateMessage()
-        .withType(AirbyteStateType.GLOBAL)
-        .withGlobal(generateGlobalState(streamStates));
-  }
-
-  private AirbyteStreamState getAirbyteStreamState(final AirbyteStreamNameNamespacePair pair, final JsonNode stateData) {
-    assert Objects.nonNull(pair);
-    assert Objects.nonNull(pair.getName());
-    assert Objects.nonNull(pair.getNamespace());
-
-    return new AirbyteStreamState()
-        .withStreamDescriptor(
-            new StreamDescriptor().withName(pair.getName()).withNamespace(pair.getNamespace()))
-        .withStreamState(stateData);
-  }
-
-  private DbStreamState getFinalState(final AirbyteStreamNameNamespacePair pair) {
-    assert Objects.nonNull(pair);
-    assert Objects.nonNull(pair.getName());
-    assert Objects.nonNull(pair.getNamespace());
-
-    return new DbStreamState()
-        .withStreamName(pair.getName())
-        .withStreamNamespace(pair.getNamespace())
-        .withCursorField(Collections.emptyList())
-        .withCursor(null);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidPerStreamStateManager.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidPerStreamStateManager.java
deleted file mode 100644
index 9d90f868e134..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidPerStreamStateManager.java
+++ /dev/null
@@ -1,92 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.integrations.source.postgres.xmin.XminStateManager;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.Jsons;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class CtidPerStreamStateManager extends CtidStateManager {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(CtidPerStreamStateManager.class);
-  private final static AirbyteStateMessage EMPTY_STATE = new AirbyteStateMessage()
-      .withType(AirbyteStateType.STREAM)
-      .withStream(new AirbyteStreamState());
-
-  public CtidPerStreamStateManager(final List<AirbyteStateMessage> stateMessages, final FileNodeHandler fileNodeHandler) {
-    super(createPairToCtidStatusMap(stateMessages, fileNodeHandler));
-  }
-
-  private static Map<AirbyteStreamNameNamespacePair, CtidStatus> createPairToCtidStatusMap(final List<AirbyteStateMessage> stateMessages,
-                                                                                           final FileNodeHandler fileNodeHandler) {
-    final Map<AirbyteStreamNameNamespacePair, CtidStatus> localMap = new HashMap<>();
-    if (stateMessages != null) {
-      for (final AirbyteStateMessage stateMessage : stateMessages) {
-        if (stateMessage.getType() == AirbyteStateType.STREAM && !stateMessage.equals(EMPTY_STATE)) {
-          LOGGER.info("State message: " + stateMessage);
-          final StreamDescriptor streamDescriptor = stateMessage.getStream().getStreamDescriptor();
-          final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamDescriptor.getName(), streamDescriptor.getNamespace());
-          final CtidStatus ctidStatus;
-          try {
-            ctidStatus = Jsons.object(stateMessage.getStream().getStreamState(), CtidStatus.class);
-            assert (ctidStatus.getVersion() == CTID_STATUS_VERSION);
-            assert (ctidStatus.getStateType().equals(StateType.CTID));
-          } catch (final IllegalArgumentException e) {
-            throw new ConfigErrorException("Invalid per-stream state");
-          }
-          if (validateRelationFileNode(ctidStatus, pair, fileNodeHandler)) {
-            localMap.put(pair, ctidStatus);
-          } else {
-            LOGGER.warn(
-                "The relation file node for table in source db {} is not equal to the saved ctid state, a full sync from scratch will be triggered.",
-                pair);
-          }
-        }
-      }
-    }
-    return localMap;
-  }
-
-  @Override
-  public AirbyteStateMessage createCtidStateMessage(final AirbyteStreamNameNamespacePair pair, final CtidStatus ctidStatus) {
-    pairToCtidStatus.put(pair, ctidStatus);
-    final AirbyteStreamState airbyteStreamState =
-        new AirbyteStreamState()
-            .withStreamDescriptor(
-                new StreamDescriptor()
-                    .withName(pair.getName())
-                    .withNamespace(pair.getNamespace()))
-            .withStreamState(Jsons.jsonNode(ctidStatus));
-
-    return new AirbyteStateMessage()
-        .withType(AirbyteStateType.STREAM)
-        .withStream(airbyteStreamState);
-  }
-
-  @Override
-  public AirbyteStateMessage createFinalStateMessage(final AirbyteStreamNameNamespacePair pair, final JsonNode streamStateForIncrementalRun) {
-    if (streamStateForIncrementalRun == null || streamStateForIncrementalRun.isEmpty()) {
-      // resumeable full refresh for cursor based stream.
-      var ctidStatus = generateCtidStatusForState(pair);
-      return createCtidStateMessage(pair, ctidStatus);
-    }
-    return XminStateManager.getAirbyteStateMessage(pair, Jsons.object(streamStateForIncrementalRun, XminStatus.class));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidPostgresSourceOperations.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidPostgresSourceOperations.java
deleted file mode 100644
index 1ada1d180ac5..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidPostgresSourceOperations.java
+++ /dev/null
@@ -1,81 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import static io.airbyte.cdk.db.DbAnalyticsUtils.dataTypesSerializationErrorMessage;
-
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import io.airbyte.cdk.db.jdbc.AirbyteRecordData;
-import io.airbyte.cdk.integrations.base.AirbyteTraceMessageUtility;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresSourceOperations;
-import io.airbyte.integrations.source.postgres.cdc.PostgresCdcConnectorMetadataInjector;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessageMeta;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessageMetaChange;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessageMetaChange.Change;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessageMetaChange.Reason;
-import java.sql.ResultSet;
-import java.sql.ResultSetMetaData;
-import java.sql.SQLException;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-import java.util.Objects;
-import java.util.Optional;
-import org.slf4j.LoggerFactory;
-
-public class CtidPostgresSourceOperations extends PostgresSourceOperations {
-
-  private static final org.slf4j.Logger LOGGER = LoggerFactory.getLogger(CtidPostgresSourceOperations.class);
-
-  private final Optional<PostgresCdcConnectorMetadataInjector> cdcMetadataInjector;
-
-  public CtidPostgresSourceOperations(final Optional<PostgresCdcConnectorMetadataInjector> cdcMetadataInjector) {
-    super();
-    this.cdcMetadataInjector = cdcMetadataInjector;
-  }
-
-  private static final String CTID = "ctid";
-
-  public RowDataWithCtid recordWithCtid(final ResultSet queryContext) throws SQLException {
-    // the first call communicates with the database. after that the result is cached.
-    final ResultSetMetaData metadata = queryContext.getMetaData();
-    final int columnCount = metadata.getColumnCount();
-    final ObjectNode jsonNode = (ObjectNode) Jsons.jsonNode(Collections.emptyMap());
-    String ctid = null;
-    final List<AirbyteRecordMessageMetaChange> metaChanges = new ArrayList<>();
-    for (int i = 1; i <= columnCount; i++) {
-      final String columnName = metadata.getColumnName(i);
-      final String columnTypeName = metadata.getColumnTypeName(i);
-      try {
-        if (columnName.equalsIgnoreCase(CTID)) {
-          ctid = queryContext.getString(i);
-          continue;
-        }
-
-        // convert to java types that will convert into reasonable json.
-        copyToJsonField(queryContext, i, jsonNode);
-      } catch (Exception e) {
-        LOGGER.info("Failed to serialize column: {}, of type {}, with error {}", columnName, columnTypeName, e.getMessage());
-        AirbyteTraceMessageUtility.emitAnalyticsTrace(dataTypesSerializationErrorMessage());
-        metaChanges.add(
-            new AirbyteRecordMessageMetaChange()
-                .withField(columnName)
-                .withChange(Change.NULLED)
-                .withReason(Reason.SOURCE_SERIALIZATION_ERROR));
-      }
-    }
-
-    if (Objects.nonNull(cdcMetadataInjector) && cdcMetadataInjector.isPresent()) {
-      cdcMetadataInjector.get().addMetaDataToRowsFetchedOutsideDebezium(jsonNode);
-    }
-
-    assert Objects.nonNull(ctid);
-    return new RowDataWithCtid(new AirbyteRecordData(jsonNode, new AirbyteRecordMessageMeta().withChanges(metaChanges)), ctid);
-  }
-
-  public record RowDataWithCtid(AirbyteRecordData recordData, String ctid) {}
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidStateManager.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidStateManager.java
deleted file mode 100644
index 10b4c0a4becc..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidStateManager.java
+++ /dev/null
@@ -1,143 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.source.relationaldb.state.SourceStateMessageProducer;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import java.util.HashMap;
-import java.util.Map;
-import java.util.Objects;
-import java.util.function.Function;
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public abstract class CtidStateManager implements SourceStateMessageProducer<AirbyteMessageWithCtid> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(CtidStateManager.class);
-
-  public static final long CTID_STATUS_VERSION = 2;
-  public static final String STATE_TYPE_KEY = "state_type";
-
-  protected final Map<AirbyteStreamNameNamespacePair, CtidStatus> pairToCtidStatus;
-  protected Function<AirbyteStreamNameNamespacePair, JsonNode> streamStateForIncrementalRunSupplier;
-
-  protected Map<AirbyteStreamNameNamespacePair, String> pairToLastCtid;
-  protected FileNodeHandler fileNodeHandler;
-
-  protected CtidStateManager(final Map<AirbyteStreamNameNamespacePair, CtidStatus> pairToCtidStatus) {
-    this.pairToCtidStatus = pairToCtidStatus;
-    this.streamStateForIncrementalRunSupplier = namespacePair -> Jsons.emptyObject();
-    this.pairToLastCtid = new HashMap<>();
-  }
-
-  public CtidStatus getCtidStatus(final AirbyteStreamNameNamespacePair pair) {
-    return pairToCtidStatus.get(pair);
-  }
-
-  public static boolean validateRelationFileNode(final CtidStatus ctidstatus,
-                                                 final AirbyteStreamNameNamespacePair pair,
-                                                 final FileNodeHandler fileNodeHandler) {
-
-    if (fileNodeHandler.hasFileNode(pair)) {
-      final Long fileNode = fileNodeHandler.getFileNode(pair);
-      return Objects.equals(ctidstatus.getRelationFilenode(), fileNode);
-    }
-    return true;
-  }
-
-  public abstract AirbyteStateMessage createCtidStateMessage(final AirbyteStreamNameNamespacePair pair, final CtidStatus ctidStatus);
-
-  public abstract AirbyteStateMessage createFinalStateMessage(final AirbyteStreamNameNamespacePair pair, final JsonNode streamStateForIncrementalRun);
-
-  public void setStreamStateIteratorFields(Function<AirbyteStreamNameNamespacePair, JsonNode> streamStateForIncrementalRunSupplier) {
-    this.streamStateForIncrementalRunSupplier = streamStateForIncrementalRunSupplier;
-  }
-
-  public void setFileNodeHandler(final FileNodeHandler fileNodeHandler) {
-    this.fileNodeHandler = fileNodeHandler;
-  }
-
-  public FileNodeHandler getFileNodeHandler() {
-    return fileNodeHandler;
-  }
-
-  @Override
-  public AirbyteStateMessage generateStateMessageAtCheckpoint(final ConfiguredAirbyteStream stream) {
-    final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(stream.getStream().getName(),
-        stream.getStream().getNamespace());
-    final CtidStatus ctidStatus = generateCtidStatusForState(pair);
-    LOGGER.info("Emitting ctid state for stream {}, state is {}", pair, ctidStatus);
-    return createCtidStateMessage(pair, ctidStatus);
-  }
-
-  protected CtidStatus generateCtidStatusForState(final AirbyteStreamNameNamespacePair pair) {
-    final Long fileNode = fileNodeHandler.getFileNode(pair);
-    assert fileNode != null;
-    final String lastCtid = pairToLastCtid.get(pair);
-    // If the table is empty, lastCtid will be set to zero for the final state message.
-    final String lastCtidInState = (Objects.nonNull(lastCtid)
-        && StringUtils.isNotBlank(lastCtid)) ? lastCtid : Ctid.ZERO.toString();
-    return new CtidStatus()
-        .withVersion(CTID_STATUS_VERSION)
-        .withStateType(StateType.CTID)
-        .withCtid(lastCtidInState)
-        .withIncrementalState(getStreamState(pair))
-        .withRelationFilenode(fileNode);
-  }
-
-  /**
-   * Stores the latest CTID.
-   */
-  @Override
-  public AirbyteMessage processRecordMessage(final ConfiguredAirbyteStream stream, AirbyteMessageWithCtid message) {
-    if (Objects.nonNull(message.ctid())) {
-      final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(stream.getStream().getName(),
-          stream.getStream().getNamespace());
-      pairToLastCtid.put(pair, message.ctid());
-    }
-    return message.recordMessage();
-  }
-
-  /**
-   * Creates a final state message for the stream.
-   */
-  @Override
-  public AirbyteStateMessage createFinalStateMessage(final ConfiguredAirbyteStream stream) {
-    final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(stream.getStream().getName(),
-        stream.getStream().getNamespace());
-
-    final AirbyteStateMessage finalStateMessage = createFinalStateMessage(pair, getStreamState(pair));
-    LOGGER.info("Finished initial sync of stream {}, Emitting final state, state is {}", pair, finalStateMessage);
-    return finalStateMessage;
-  }
-
-  /**
-   * Extra criteria(besides checking frequency) to check if we should emit state message.
-   */
-  @Override
-  public boolean shouldEmitStateMessage(final ConfiguredAirbyteStream stream) {
-    final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(stream.getStream().getName(),
-        stream.getStream().getNamespace());
-    final String lastCtid = pairToLastCtid.get(pair);
-    return Objects.nonNull(lastCtid)
-        && StringUtils.isNotBlank(lastCtid);
-  }
-
-  private JsonNode getStreamState(final AirbyteStreamNameNamespacePair pair) {
-    final CtidStatus currentCtidStatus = getCtidStatus(pair);
-
-    return (currentCtidStatus == null || currentCtidStatus.getIncrementalState() == null) ? streamStateForIncrementalRunSupplier.apply(pair)
-        : currentCtidStatus.getIncrementalState();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidUtils.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidUtils.java
deleted file mode 100644
index e569ed660661..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/CtidUtils.java
+++ /dev/null
@@ -1,110 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Sets;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresQueryUtils;
-import io.airbyte.integrations.source.postgres.PostgresQueryUtils.TableBlockSize;
-import io.airbyte.integrations.source.postgres.cdc.PostgresCdcConnectorMetadataInjector;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.Set;
-import java.util.stream.Collectors;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class CtidUtils {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(CtidUtils.class);
-  public static final int POSTGRESQL_VERSION_TID_RANGE_SCAN_CAPABLE = 14;
-
-  public static List<ConfiguredAirbyteStream> identifyNewlyAddedStreams(final ConfiguredAirbyteCatalog fullCatalog,
-                                                                        final Set<AirbyteStreamNameNamespacePair> alreadySeenStreams) {
-    final Set<AirbyteStreamNameNamespacePair> allStreams = AirbyteStreamNameNamespacePair.fromConfiguredCatalog(fullCatalog);
-
-    final Set<AirbyteStreamNameNamespacePair> newlyAddedStreams = new HashSet<>(Sets.difference(allStreams, alreadySeenStreams));
-
-    return fullCatalog.getStreams().stream()
-        .filter(stream -> newlyAddedStreams.contains(AirbyteStreamNameNamespacePair.fromAirbyteStream(stream.getStream())))
-        .map(Jsons::clone)
-        .collect(Collectors.toList());
-  }
-
-  public static List<ConfiguredAirbyteStream> getStreamsFromStreamPairs(final ConfiguredAirbyteCatalog catalog,
-                                                                        final Set<AirbyteStreamNameNamespacePair> streamPairs,
-                                                                        final SyncMode syncMode) {
-
-    return catalog.getStreams().stream()
-        .filter(stream -> stream.getSyncMode() == syncMode)
-        .filter(stream -> streamPairs.contains(AirbyteStreamNameNamespacePair.fromAirbyteStream(stream.getStream())))
-        .map(Jsons::clone)
-        .collect(Collectors.toList());
-  }
-
-  public record CtidStreams(List<ConfiguredAirbyteStream> streamsForCtidSync,
-                            List<AirbyteStateMessage> statesFromCtidSync) {
-
-  }
-
-  public record StreamsCategorised<T> (CtidStreams ctidStreams,
-                                       T remainingStreams) {
-
-  }
-
-  /**
-   * Postgres servers version 14 and above are capable of running a tid range scan. Used by ctid
-   * queries
-   *
-   * @param database database
-   * @return true for Tid scan capable server
-   */
-  public static boolean isTidRangeScanCapableDBServer(final JdbcDatabase database) {
-    try {
-      return database.getMetaData().getDatabaseMajorVersion() >= POSTGRESQL_VERSION_TID_RANGE_SCAN_CAPABLE;
-    } catch (final Exception e) {
-      LOGGER.warn("Failed to get db server version", e);
-    }
-    return true;
-  }
-
-  public static PostgresCtidHandler createInitialLoader(final JdbcDatabase database,
-                                                        final List<ConfiguredAirbyteStream> finalListOfStreamsToBeSyncedViaCtid,
-                                                        final FileNodeHandler fileNodeHandler,
-                                                        final String quoteString,
-                                                        final CtidStateManager ctidStateManager,
-                                                        Optional<PostgresCdcConnectorMetadataInjector> optionalMetadataInjector) {
-    final JsonNode sourceConfig = database.getSourceConfig();
-
-    final Map<io.airbyte.protocol.models.AirbyteStreamNameNamespacePair, TableBlockSize> tableBlockSizes =
-        PostgresQueryUtils.getTableBlockSizeForStreams(
-            database,
-            finalListOfStreamsToBeSyncedViaCtid,
-            quoteString);
-
-    final Map<io.airbyte.protocol.models.AirbyteStreamNameNamespacePair, Integer> tablesMaxTuple =
-        CtidUtils.isTidRangeScanCapableDBServer(database) ? null
-            : PostgresQueryUtils.getTableMaxTupleForStreams(database, finalListOfStreamsToBeSyncedViaCtid, quoteString);
-
-    return new PostgresCtidHandler(sourceConfig,
-        database,
-        new CtidPostgresSourceOperations(optionalMetadataInjector),
-        quoteString,
-        fileNodeHandler,
-        tableBlockSizes,
-        tablesMaxTuple,
-        ctidStateManager);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/FileNodeHandler.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/FileNodeHandler.java
deleted file mode 100644
index a6d97b6c2abc..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/FileNodeHandler.java
+++ /dev/null
@@ -1,44 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import java.util.concurrent.ConcurrentHashMap;
-
-public class FileNodeHandler {
-
-  private final Map<AirbyteStreamNameNamespacePair, Long> fileNodes;
-  private final List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair> failedToQuery;
-
-  public FileNodeHandler() {
-    this.fileNodes = new ConcurrentHashMap<>();
-    this.failedToQuery = new ArrayList<>();
-  }
-
-  public void updateFileNode(final AirbyteStreamNameNamespacePair namespacePair, final Long fileNode) {
-    fileNodes.put(namespacePair, fileNode);
-  }
-
-  public boolean hasFileNode(final AirbyteStreamNameNamespacePair namespacePair) {
-    return fileNodes.containsKey(namespacePair);
-  }
-
-  public Long getFileNode(final AirbyteStreamNameNamespacePair namespacePair) {
-    return fileNodes.get(namespacePair);
-  }
-
-  public void updateFailedToQuery(final io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair namespacePair) {
-    failedToQuery.add(namespacePair);
-  }
-
-  public List<io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair> getFailedToQuery() {
-    return Collections.unmodifiableList(failedToQuery);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIterator.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIterator.java
deleted file mode 100644
index 592600f0762c..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIterator.java
+++ /dev/null
@@ -1,371 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import static io.airbyte.cdk.db.DbAnalyticsUtils.cdcSnapshotForceShutdownMessage;
-import static io.airbyte.cdk.integrations.source.relationaldb.RelationalDbQueryUtils.getFullyQualifiedTableNameWithQuoting;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.EIGHT_KB;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.GIGABYTE;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.MAX_ALLOWED_RESYNCS;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.QUERY_TARGET_SIZE_GB;
-
-import com.google.common.annotations.VisibleForTesting;
-import com.google.common.base.Preconditions;
-import com.google.common.collect.AbstractIterator;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.integrations.base.AirbyteTraceMessageUtility;
-import io.airbyte.cdk.integrations.source.relationaldb.RelationalDbQueryUtils;
-import io.airbyte.commons.exceptions.TransientErrorException;
-import io.airbyte.commons.stream.AirbyteStreamUtils;
-import io.airbyte.commons.util.AutoCloseableIterator;
-import io.airbyte.commons.util.AutoCloseableIterators;
-import io.airbyte.integrations.source.postgres.PostgresQueryUtils;
-import io.airbyte.integrations.source.postgres.ctid.CtidPostgresSourceOperations.RowDataWithCtid;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import java.sql.Connection;
-import java.sql.PreparedStatement;
-import java.sql.SQLException;
-import java.time.Duration;
-import java.time.Instant;
-import java.util.ArrayList;
-import java.util.LinkedList;
-import java.util.List;
-import java.util.Optional;
-import java.util.Queue;
-import java.util.stream.Stream;
-import javax.annotation.CheckForNull;
-import org.apache.commons.lang3.tuple.Pair;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * This class is responsible to divide the data of the stream into chunks based on the ctid and
- * dynamically create iterator and keep processing them one after another. The class also makes sure
- * to check for VACUUM in between processing chunks and if VACUUM happens then re-start syncing the
- * data
- */
-public class InitialSyncCtidIterator extends AbstractIterator<RowDataWithCtid> implements AutoCloseableIterator<RowDataWithCtid> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(InitialSyncCtidIterator.class);
-  public static final int MAX_TUPLES_IN_QUERY = 5_000_000;
-  private final AirbyteStreamNameNamespacePair airbyteStream;
-  private final long blockSize;
-  private final List<String> columnNames;
-  private final CtidStateManager ctidStateManager;
-  private final JdbcDatabase database;
-  private final FileNodeHandler fileNodeHandler;
-  private final String quoteString;
-  private final String schemaName;
-  private final CtidPostgresSourceOperations sourceOperations;
-  private final Queue<Pair<Ctid, Ctid>> subQueriesPlan;
-  private final String tableName;
-  private final long tableSize;
-  private final int maxTuple;
-  private final boolean useTestPageSize;
-
-  private AutoCloseableIterator<RowDataWithCtid> currentIterator;
-  private Long lastKnownFileNode;
-  private int numberOfTimesReSynced = 0;
-  private boolean subQueriesInitialized = false;
-  private final boolean tidRangeScanCapableDBServer;
-
-  private final Instant startInstant;
-  private Optional<Duration> cdcInitialLoadTimeout;
-  private boolean isCdcSync;
-
-  public InitialSyncCtidIterator(final CtidStateManager ctidStateManager,
-                                 final JdbcDatabase database,
-                                 final CtidPostgresSourceOperations sourceOperations,
-                                 final String quoteString,
-                                 final List<String> columnNames,
-                                 final String schemaName,
-                                 final String tableName,
-                                 final long tableSize,
-                                 final long blockSize,
-                                 final int maxTuple,
-                                 final FileNodeHandler fileNodeHandler,
-                                 final boolean tidRangeScanCapableDBServer,
-                                 final boolean useTestPageSize,
-                                 final Instant startInstant,
-                                 final Optional<Duration> cdcInitialLoadTimeout) {
-    this.airbyteStream = AirbyteStreamUtils.convertFromNameAndNamespace(tableName, schemaName);
-    this.blockSize = blockSize;
-    this.maxTuple = maxTuple;
-    this.columnNames = columnNames;
-    this.ctidStateManager = ctidStateManager;
-    this.database = database;
-    this.fileNodeHandler = fileNodeHandler;
-    this.quoteString = quoteString;
-    this.schemaName = schemaName;
-    this.sourceOperations = sourceOperations;
-    this.subQueriesPlan = new LinkedList<>();
-    this.tableName = tableName;
-    this.tableSize = tableSize;
-    this.tidRangeScanCapableDBServer = tidRangeScanCapableDBServer;
-    this.useTestPageSize = useTestPageSize;
-    this.startInstant = startInstant;
-    this.cdcInitialLoadTimeout = cdcInitialLoadTimeout;
-    this.isCdcSync = isCdcSync(ctidStateManager);
-  }
-
-  @CheckForNull
-  @Override
-  protected RowDataWithCtid computeNext() {
-    if (isCdcSync && cdcInitialLoadTimeout.isPresent()
-        && Duration.between(startInstant, Instant.now()).compareTo(cdcInitialLoadTimeout.get()) > 0) {
-      final String cdcInitialLoadTimeoutMessage = String.format(
-          "Initial load for table %s has taken longer than %s hours, Canceling sync so that CDC replication can catch-up on subsequent attempt, and then initial snapshotting will resume",
-          getAirbyteStream().get(), cdcInitialLoadTimeout.get().toHours());
-      LOGGER.info(cdcInitialLoadTimeoutMessage);
-      AirbyteTraceMessageUtility.emitAnalyticsTrace(cdcSnapshotForceShutdownMessage());
-      throw new TransientErrorException(cdcInitialLoadTimeoutMessage);
-    }
-    try {
-      if (!subQueriesInitialized) {
-        initSubQueries();
-        subQueriesInitialized = true;
-      }
-
-      if (currentIterator == null || !currentIterator.hasNext()) {
-        do {
-          final Optional<Long> mayBeLatestFileNode = PostgresQueryUtils.fileNodeForIndividualStream(database, airbyteStream, quoteString);
-          if (mayBeLatestFileNode.isPresent()) {
-            final Long latestFileNode = mayBeLatestFileNode.get();
-            if (lastKnownFileNode != null) {
-              if (!latestFileNode.equals(lastKnownFileNode)) {
-                resetSubQueries(latestFileNode);
-              } else {
-                LOGGER.info("The latest file node {} for stream {} is equal to the last file node {} known to Airbyte.",
-                    latestFileNode,
-                    airbyteStream,
-                    lastKnownFileNode);
-              }
-            }
-            lastKnownFileNode = latestFileNode;
-            fileNodeHandler.updateFileNode(airbyteStream, latestFileNode);
-          } else {
-            LOGGER.warn("Airbyte could not query the latest file node for stream {}. Continuing sync as usual.", airbyteStream);
-          }
-
-          if (currentIterator != null) {
-            currentIterator.close();
-          }
-
-          if (subQueriesPlan.isEmpty()) {
-            return endOfData();
-          }
-
-          final Pair<Ctid, Ctid> p = subQueriesPlan.remove();
-          currentIterator = AutoCloseableIterators.fromStream(getStream(p), airbyteStream);
-        } while (!currentIterator.hasNext());
-      }
-
-      return currentIterator.next();
-    } catch (final Exception e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  private Stream<RowDataWithCtid> getStream(final Pair<Ctid, Ctid> p) throws SQLException {
-    return database.unsafeQuery(
-        connection -> getCtidStatement(connection, p.getLeft(), p.getRight()),
-        sourceOperations::recordWithCtid);
-  }
-
-  private void initSubQueries() {
-    if (useTestPageSize) {
-      LOGGER.warn("Using test page size");
-    }
-    final CtidStatus currentCtidStatus = ctidStateManager.getCtidStatus(airbyteStream);
-    subQueriesPlan.clear();
-
-    subQueriesPlan.addAll(getQueryPlan(currentCtidStatus));
-    lastKnownFileNode = currentCtidStatus != null ? currentCtidStatus.getRelationFilenode() : null;
-  }
-
-  private PreparedStatement getCtidStatement(final Connection connection,
-                                             final Ctid lowerBound,
-                                             final Ctid upperBound) {
-    final PreparedStatement ctidStatement = tidRangeScanCapableDBServer ? createCtidQueryStatement(connection, lowerBound, upperBound)
-        : createCtidLegacyQueryStatement(connection, lowerBound, upperBound);
-    return ctidStatement;
-  }
-
-  private List<Pair<Ctid, Ctid>> getQueryPlan(final CtidStatus currentCtidStatus) {
-    final List<Pair<Ctid, Ctid>> queryPlan = tidRangeScanCapableDBServer
-        ? ctidQueryPlan((currentCtidStatus == null) ? Ctid.ZERO : Ctid.of(currentCtidStatus.getCtid()),
-            tableSize, blockSize, QUERY_TARGET_SIZE_GB, useTestPageSize ? EIGHT_KB : GIGABYTE)
-        : ctidLegacyQueryPlan((currentCtidStatus == null) ? Ctid.ZERO : Ctid.of(currentCtidStatus.getCtid()),
-            tableSize, blockSize, QUERY_TARGET_SIZE_GB, useTestPageSize ? EIGHT_KB : GIGABYTE, maxTuple);
-    return queryPlan;
-  }
-
-  private void resetSubQueries(final Long latestFileNode) {
-    LOGGER.warn(
-        "The latest file node {} for stream {} is not equal to the last file node {} known to Airbyte. Airbyte will sync this table from scratch again",
-        latestFileNode,
-        airbyteStream,
-        lastKnownFileNode);
-    if (numberOfTimesReSynced > MAX_ALLOWED_RESYNCS) {
-      throw new RuntimeException("Airbyte has tried re-syncing stream " + airbyteStream + " more than " + MAX_ALLOWED_RESYNCS
-          + " times but VACUUM is still happening in between the sync, Please reach out to the customer to understand their VACUUM frequency.");
-    }
-    subQueriesPlan.clear();
-    subQueriesPlan.addAll(getQueryPlan(null));
-    numberOfTimesReSynced++;
-  }
-
-  /**
-   * Builds a plan for subqueries. Each query returning an approximate amount of data. Using
-   * information about a table size and block (page) size.
-   *
-   * @param startCtid starting point
-   * @param relationSize table size
-   * @param blockSize page size
-   * @param chunkSize required amount of data in each partition
-   * @return a list of ctid that can be used to generate queries.
-   */
-  @VisibleForTesting
-  static List<Pair<Ctid, Ctid>> ctidQueryPlan(final Ctid startCtid,
-                                              final long relationSize,
-                                              final long blockSize,
-                                              final int chunkSize,
-                                              final double dataSize) {
-    final List<Pair<Ctid, Ctid>> chunks = new ArrayList<>();
-    if (blockSize > 0 && chunkSize > 0 && dataSize > 0) {
-      long lowerBound = startCtid.page;
-      long upperBound;
-      final double pages = dataSize / blockSize;
-      final long eachStep = Math.max((long) pages * chunkSize, 1);
-      LOGGER.info("Will read {} pages to get {}GB", eachStep, chunkSize);
-      final long theoreticalLastPage = relationSize / blockSize;
-      LOGGER.debug("Theoretical last page {}", theoreticalLastPage);
-      upperBound = lowerBound + eachStep;
-
-      if (upperBound > theoreticalLastPage) {
-        chunks.add(Pair.of(startCtid, null));
-      } else {
-        chunks.add(Pair.of(Ctid.of(lowerBound, startCtid.tuple), Ctid.of(upperBound, 0)));
-        while (upperBound < theoreticalLastPage) {
-          lowerBound = upperBound;
-          upperBound += eachStep;
-          chunks.add(Pair.of(Ctid.of(lowerBound, 0), upperBound > theoreticalLastPage ? null : Ctid.of(upperBound, 0)));
-        }
-      }
-    }
-    // The last pair is (x,y) -> null to indicate an unbounded "WHERE ctid > (x,y)" query.
-    // The actual last page is approximated. The last subquery will go until the end of table.
-    return chunks;
-  }
-
-  static List<Pair<Ctid, Ctid>> ctidLegacyQueryPlan(final Ctid startCtid,
-                                                    final long relationSize,
-                                                    final long blockSize,
-                                                    final int chunkSize,
-                                                    final double dataSize,
-                                                    final int tuplesInPage) {
-
-    final List<Pair<Ctid, Ctid>> chunks = new ArrayList<>();
-    if (blockSize > 0 && chunkSize > 0 && dataSize > 0 && tuplesInPage > 0) {
-      // Start reading from one tuple after the last one that was read
-      final Ctid firstCtid = Ctid.inc(startCtid, tuplesInPage);
-      long lowerBound = firstCtid.page;
-      long upperBound;
-      final double pages = dataSize / blockSize;
-      // cap each chunk at no more than 5m tuples
-      final long eachStep = Math.max(
-          Math.min((long) pages * chunkSize, MAX_TUPLES_IN_QUERY / tuplesInPage), 1);
-      LOGGER.info("Will read {} pages on each query", eachStep);
-      final long theoreticalLastPage = relationSize / blockSize;
-      final long lastPage = (long) ((double) theoreticalLastPage * 1.1);
-      LOGGER.info("Theoretical last page {}. will read until {}", theoreticalLastPage, lastPage);
-      upperBound = lowerBound + eachStep;
-      chunks.add((Pair.of(Ctid.of(lowerBound, firstCtid.tuple), Ctid.of(upperBound, tuplesInPage))));
-      while (upperBound < lastPage) {
-        lowerBound = upperBound + 1;
-        upperBound += eachStep;
-        chunks.add(Pair.of(Ctid.of(lowerBound, 1), Ctid.of(upperBound, tuplesInPage)));
-      }
-    }
-    return chunks;
-  }
-
-  public PreparedStatement createCtidQueryStatement(final Connection connection,
-                                                    final Ctid lowerBound,
-                                                    final Ctid upperBound) {
-    try {
-      LOGGER.info("Preparing query for table: {}", tableName);
-      final String fullTableName = getFullyQualifiedTableNameWithQuoting(schemaName, tableName,
-          quoteString);
-      final String wrappedColumnNames = RelationalDbQueryUtils.enquoteIdentifierList(columnNames, quoteString);
-      if (upperBound != null) {
-        final String sql = "SELECT ctid::text, %s FROM %s WHERE ctid > ?::tid AND ctid <= ?::tid".formatted(wrappedColumnNames, fullTableName);
-        final PreparedStatement preparedStatement = connection.prepareStatement(sql);
-        preparedStatement.setObject(1, lowerBound.toString());
-        preparedStatement.setObject(2, upperBound.toString());
-        LOGGER.info("Executing query for table {}: {} with bindings {} and {}", tableName, sql, lowerBound, upperBound);
-        return preparedStatement;
-      } else {
-        final String sql = "SELECT ctid::text, %s FROM %s WHERE ctid > ?::tid".formatted(wrappedColumnNames, fullTableName);
-        final PreparedStatement preparedStatement = connection.prepareStatement(sql);
-        preparedStatement.setObject(1, lowerBound.toString());
-        LOGGER.info("Executing query for table {}: {} with binding {}", tableName, sql, lowerBound);
-        return preparedStatement;
-      }
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  public PreparedStatement createCtidLegacyQueryStatement(final Connection connection,
-                                                          final Ctid lowerBound,
-                                                          final Ctid upperBound) {
-    Preconditions.checkArgument(lowerBound != null, "Lower bound ctid expected");
-    Preconditions.checkArgument(upperBound != null, "Upper bound ctid expected");
-    try {
-      LOGGER.info("Preparing query for table: {}", tableName);
-      final String fullTableName = getFullyQualifiedTableNameWithQuoting(schemaName, tableName,
-          quoteString);
-      final String wrappedColumnNames = RelationalDbQueryUtils.enquoteIdentifierList(columnNames, quoteString);
-      final String sql =
-          "SELECT ctid::text, %s FROM %s WHERE ctid = ANY (ARRAY (SELECT FORMAT('(%%s,%%s)', page, tuple)::tid tid_addr FROM generate_series(?, ?) as page, generate_series(?,?) as tuple ORDER BY tid_addr))"
-              .formatted(
-                  wrappedColumnNames, fullTableName);
-      final PreparedStatement preparedStatement = connection.prepareStatement(sql);
-      preparedStatement.setLong(1, lowerBound.page);
-      preparedStatement.setLong(2, upperBound.page);
-      preparedStatement.setLong(3, lowerBound.tuple);
-      preparedStatement.setLong(4, upperBound.tuple);
-      LOGGER.info("Executing query for table {}: {}", tableName, preparedStatement);
-      return preparedStatement;
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  @Override
-  public Optional<AirbyteStreamNameNamespacePair> getAirbyteStream() {
-    return Optional.of(airbyteStream);
-  }
-
-  @Override
-  public void close() throws Exception {
-    if (currentIterator != null) {
-      currentIterator.close();
-    }
-  }
-
-  private boolean isCdcSync(CtidStateManager initialLoadStateManager) {
-    if (initialLoadStateManager instanceof CtidGlobalStateManager) {
-      LOGGER.info("Running a cdc sync");
-      return true;
-    } else {
-      LOGGER.info("Not running a cdc sync");
-      return false;
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIteratorConstants.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIteratorConstants.java
deleted file mode 100644
index cbfe132742f7..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIteratorConstants.java
+++ /dev/null
@@ -1,22 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-public class InitialSyncCtidIteratorConstants {
-
-  public static final int MAX_ALLOWED_RESYNCS = 5;
-  public static final int QUERY_TARGET_SIZE_GB = 1;
-
-  private static final double MEGABYTE = Math.pow(1024, 2);
-  public static final double GIGABYTE = MEGABYTE * 1024;
-
-  /**
-   * Constants to be used for tests
-   */
-  private static final double ONE_KILOBYTE = 1024;
-  public static final double EIGHT_KB = ONE_KILOBYTE * 8;
-  public static final String USE_TEST_CHUNK_SIZE = "use_test_chunk_size";
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/PostgresCtidHandler.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/PostgresCtidHandler.java
deleted file mode 100644
index cfd8016184b3..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/ctid/PostgresCtidHandler.java
+++ /dev/null
@@ -1,222 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_DURATION_PROPERTY;
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_RECORDS_PROPERTY;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.USE_TEST_CHUNK_SIZE;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants;
-import io.airbyte.cdk.integrations.source.relationaldb.DbSourceDiscoverUtil;
-import io.airbyte.cdk.integrations.source.relationaldb.InitialLoadHandler;
-import io.airbyte.cdk.integrations.source.relationaldb.TableInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.state.SourceStateIterator;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateEmitFrequency;
-import io.airbyte.cdk.integrations.source.relationaldb.streamstatus.StreamStatusTraceEmitterIterator;
-import io.airbyte.commons.stream.AirbyteStreamStatusHolder;
-import io.airbyte.commons.stream.AirbyteStreamUtils;
-import io.airbyte.commons.util.AutoCloseableIterator;
-import io.airbyte.commons.util.AutoCloseableIterators;
-import io.airbyte.integrations.source.postgres.PostgresQueryUtils.TableBlockSize;
-import io.airbyte.integrations.source.postgres.PostgresType;
-import io.airbyte.integrations.source.postgres.ctid.CtidPostgresSourceOperations.RowDataWithCtid;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.CommonField;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessageMeta;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.AirbyteStreamStatusTraceMessage;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.time.Duration;
-import java.time.Instant;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.concurrent.atomic.AtomicLong;
-import org.jetbrains.annotations.NotNull;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresCtidHandler implements InitialLoadHandler<PostgresType> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresCtidHandler.class);
-
-  private final JsonNode config;
-  private final JdbcDatabase database;
-  private final CtidPostgresSourceOperations sourceOperations;
-  private final String quoteString;
-  private final CtidStateManager ctidStateManager;
-  private final FileNodeHandler fileNodeHandler;
-  final Map<AirbyteStreamNameNamespacePair, TableBlockSize> tableBlockSizes;
-  final Optional<Map<AirbyteStreamNameNamespacePair, Integer>> tablesMaxTuple;
-  private final boolean tidRangeScanCapableDBServer;
-
-  public PostgresCtidHandler(final JsonNode config,
-                             final JdbcDatabase database,
-                             final CtidPostgresSourceOperations sourceOperations,
-                             final String quoteString,
-                             final FileNodeHandler fileNodeHandler,
-                             final Map<AirbyteStreamNameNamespacePair, TableBlockSize> tableBlockSizes,
-                             final Map<io.airbyte.protocol.models.AirbyteStreamNameNamespacePair, Integer> tablesMaxTuple,
-                             final CtidStateManager ctidStateManager) {
-    this.config = config;
-    this.database = database;
-    this.sourceOperations = sourceOperations;
-    this.quoteString = quoteString;
-    this.fileNodeHandler = fileNodeHandler;
-    this.tableBlockSizes = tableBlockSizes;
-    this.tablesMaxTuple = Optional.ofNullable(tablesMaxTuple);
-    this.ctidStateManager = ctidStateManager;
-    this.tidRangeScanCapableDBServer = CtidUtils.isTidRangeScanCapableDBServer(database);
-  }
-
-  @NotNull
-  @Override
-  public AutoCloseableIterator<AirbyteMessage> getIteratorForStream(@NotNull ConfiguredAirbyteStream airbyteStream,
-                                                                    @NotNull TableInfo<CommonField<PostgresType>> table,
-                                                                    @NotNull Instant emittedAt,
-                                                                    @NotNull Optional<Duration> cdcInitialLoadTimeout) {
-    final AirbyteStream stream = airbyteStream.getStream();
-    final String streamName = stream.getName();
-    final String namespace = stream.getNamespace();
-    final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamName, namespace);
-
-    final List<String> selectedDatabaseFields = table.getFields()
-        .stream()
-        .map(CommonField::getName)
-        .filter(CatalogHelpers.getTopLevelFieldNames(airbyteStream)::contains)
-        .toList();
-    final AutoCloseableIterator<RowDataWithCtid> queryStream = queryTableCtid(
-        selectedDatabaseFields,
-        table.getNameSpace(),
-        table.getName(),
-        tableBlockSizes.get(pair).tableSize(),
-        tableBlockSizes.get(pair).blockSize(),
-        tablesMaxTuple.orElseGet(() -> Map.of(pair, -1)).get(pair), emittedAt, cdcInitialLoadTimeout);
-    final AutoCloseableIterator<AirbyteMessageWithCtid> recordIterator =
-        getRecordIterator(queryStream, streamName, namespace, emittedAt.toEpochMilli());
-    final AutoCloseableIterator<AirbyteMessage> recordAndMessageIterator = augmentWithState(recordIterator, airbyteStream);
-    return augmentWithLogs(recordAndMessageIterator, pair, streamName);
-  }
-
-  public List<AutoCloseableIterator<AirbyteMessage>> getInitialSyncCtidIterator(
-                                                                                final ConfiguredAirbyteCatalog catalog,
-                                                                                final Map<String, TableInfo<CommonField<PostgresType>>> tableNameToTable,
-                                                                                final Instant emittedAt,
-                                                                                final boolean decorateWithStartedStatus,
-                                                                                final boolean decorateWithCompletedStatus,
-                                                                                final Optional<Duration> cdcInitialLoadTimeout) {
-    final List<AutoCloseableIterator<AirbyteMessage>> iteratorList = new ArrayList<>();
-    for (final ConfiguredAirbyteStream airbyteStream : catalog.getStreams()) {
-      final AirbyteStream stream = airbyteStream.getStream();
-      final String streamName = stream.getName();
-      final String namespace = stream.getNamespace();
-      final String fullyQualifiedTableName = DbSourceDiscoverUtil.getFullyQualifiedTableName(namespace, streamName);
-      if (!tableNameToTable.containsKey(fullyQualifiedTableName)) {
-        LOGGER.info("Skipping stream {} because it is not in the source", fullyQualifiedTableName);
-        continue;
-      }
-      if (airbyteStream.getSyncMode().equals(SyncMode.INCREMENTAL)) {
-
-        final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamName, namespace);
-        if (decorateWithStartedStatus) {
-          iteratorList.add(
-              new StreamStatusTraceEmitterIterator(new AirbyteStreamStatusHolder(pair, AirbyteStreamStatusTraceMessage.AirbyteStreamStatus.STARTED)));
-        }
-
-        // Grab the selected fields to sync
-        final TableInfo<CommonField<PostgresType>> table = tableNameToTable
-            .get(fullyQualifiedTableName);
-        final var iterator = getIteratorForStream(airbyteStream, table, emittedAt, cdcInitialLoadTimeout);
-        iteratorList.add(iterator);
-
-        if (decorateWithCompletedStatus) {
-          iteratorList.add(new StreamStatusTraceEmitterIterator(
-              new AirbyteStreamStatusHolder(pair, AirbyteStreamStatusTraceMessage.AirbyteStreamStatus.COMPLETE)));
-        }
-      }
-    }
-    return iteratorList;
-  }
-
-  private AutoCloseableIterator<RowDataWithCtid> queryTableCtid(
-                                                                final List<String> columnNames,
-                                                                final String schemaName,
-                                                                final String tableName,
-                                                                final long tableSize,
-                                                                final long blockSize,
-                                                                final int maxTuple,
-                                                                final Instant emittedAt,
-                                                                @NotNull final Optional<Duration> cdcInitialLoadTimeout) {
-
-    LOGGER.info("Queueing query for table: {}", tableName);
-    return new InitialSyncCtidIterator(ctidStateManager, database, sourceOperations, quoteString, columnNames, schemaName, tableName, tableSize,
-        blockSize, maxTuple, fileNodeHandler, tidRangeScanCapableDBServer,
-        config.has(USE_TEST_CHUNK_SIZE) && config.get(USE_TEST_CHUNK_SIZE).asBoolean(), emittedAt,
-        cdcInitialLoadTimeout);
-  }
-
-  // Transforms the given iterator to create an {@link AirbyteRecordMessage}
-  private AutoCloseableIterator<AirbyteMessageWithCtid> getRecordIterator(
-                                                                          final AutoCloseableIterator<RowDataWithCtid> recordIterator,
-                                                                          final String streamName,
-                                                                          final String namespace,
-                                                                          final long emittedAt) {
-    return AutoCloseableIterators.transform(recordIterator, r -> new AirbyteMessageWithCtid(new AirbyteMessage()
-        .withType(Type.RECORD)
-        .withRecord(new AirbyteRecordMessage()
-            .withStream(streamName)
-            .withNamespace(namespace)
-            .withEmittedAt(emittedAt)
-            .withData(r.recordData().rawRowData())
-            .withMeta(isMetaChangesEmptyOrNull(r.recordData().meta()) ? null : r.recordData().meta())),
-        r.ctid()));
-  }
-
-  private boolean isMetaChangesEmptyOrNull(AirbyteRecordMessageMeta meta) {
-    return meta == null || meta.getChanges() == null || meta.getChanges().isEmpty();
-  }
-
-  // Augments the given iterator with record count logs.
-  private AutoCloseableIterator<AirbyteMessage> augmentWithLogs(final AutoCloseableIterator<AirbyteMessage> iterator,
-                                                                final io.airbyte.protocol.models.AirbyteStreamNameNamespacePair pair,
-                                                                final String streamName) {
-    final AtomicLong recordCount = new AtomicLong();
-    return AutoCloseableIterators.transform(iterator,
-        AirbyteStreamUtils.convertFromNameAndNamespace(pair.getName(), pair.getNamespace()),
-        r -> {
-          final long count = recordCount.incrementAndGet();
-          if (count % 1_000_000 == 0) {
-            LOGGER.info("Reading stream {}. Records read: {}", streamName, count);
-          }
-          return r;
-        });
-  }
-
-  private AutoCloseableIterator<AirbyteMessage> augmentWithState(final AutoCloseableIterator<AirbyteMessageWithCtid> recordIterator,
-                                                                 final ConfiguredAirbyteStream airbyteStream) {
-
-    final Duration syncCheckpointDuration =
-        config.get(SYNC_CHECKPOINT_DURATION_PROPERTY) != null ? Duration.ofSeconds(config.get(SYNC_CHECKPOINT_DURATION_PROPERTY).asLong())
-            : DebeziumIteratorConstants.SYNC_CHECKPOINT_DURATION;
-    final Long syncCheckpointRecords = config.get(SYNC_CHECKPOINT_RECORDS_PROPERTY) != null ? config.get(SYNC_CHECKPOINT_RECORDS_PROPERTY).asLong()
-        : DebeziumIteratorConstants.SYNC_CHECKPOINT_RECORDS;
-
-    final AirbyteStreamNameNamespacePair pair =
-        new AirbyteStreamNameNamespacePair(airbyteStream.getStream().getName(), airbyteStream.getStream().getNamespace());
-    return AutoCloseableIterators.transformIterator(
-        r -> new SourceStateIterator(r, airbyteStream, ctidStateManager, new StateEmitFrequency(syncCheckpointRecords, syncCheckpointDuration)),
-        recordIterator, pair);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cursor_based/CursorBasedCtidUtils.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cursor_based/CursorBasedCtidUtils.java
deleted file mode 100644
index b473ad6f16f3..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cursor_based/CursorBasedCtidUtils.java
+++ /dev/null
@@ -1,140 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cursor_based;
-
-import static io.airbyte.integrations.source.postgres.ctid.CtidStateManager.STATE_TYPE_KEY;
-import static io.airbyte.integrations.source.postgres.ctid.CtidUtils.getStreamsFromStreamPairs;
-import static io.airbyte.integrations.source.postgres.ctid.CtidUtils.identifyNewlyAddedStreams;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.CtidStreams;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.StreamsCategorised;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.Set;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * The class mainly categorises the streams based on the state type into two categories : 1. Streams
- * that need to be synced via ctid iterator: These are streams that are either newly added or did
- * not complete their initial sync. 2. Streams that need to be synced via cursor-based iterator:
- * These are streams that have completed their initial sync and are not syncing data incrementally.
- */
-public class CursorBasedCtidUtils {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(CursorBasedCtidUtils.class);
-
-  public static StreamsCategorised<CursorBasedStreams> categoriseStreams(final StateManager stateManager,
-                                                                         final ConfiguredAirbyteCatalog fullCatalog) {
-    final List<AirbyteStateMessage> rawStateMessages = stateManager.getRawStateMessages();
-    final List<AirbyteStateMessage> statesFromCtidSync = new ArrayList<>();
-    final Set<AirbyteStreamNameNamespacePair> alreadySeenStreamPairs = new HashSet<>();
-    final Set<AirbyteStreamNameNamespacePair> stillInCtidStreamPairs = new HashSet<>();
-
-    final List<AirbyteStateMessage> statesFromCursorBasedSync = new ArrayList<>();
-    final Set<AirbyteStreamNameNamespacePair> cursorBasedSyncStreamPairs = new HashSet<>();
-
-    if (rawStateMessages != null) {
-      rawStateMessages.forEach(stateMessage -> {
-        final JsonNode streamState = stateMessage.getStream().getStreamState();
-        final StreamDescriptor streamDescriptor = stateMessage.getStream().getStreamDescriptor();
-        if (streamState == null || streamDescriptor == null) {
-          return;
-        }
-
-        final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamDescriptor.getName(),
-            streamDescriptor.getNamespace());
-
-        if (streamState.has(STATE_TYPE_KEY)) {
-          if (streamState.get(STATE_TYPE_KEY).asText().equalsIgnoreCase(StateType.CTID.value())) {
-            statesFromCtidSync.add(stateMessage);
-            stillInCtidStreamPairs.add(pair);
-          } else if (streamState.get(STATE_TYPE_KEY).asText().equalsIgnoreCase(StateType.CURSOR_BASED.value())) {
-            cursorBasedSyncStreamPairs.add(pair);
-            statesFromCursorBasedSync.add(stateMessage);
-          } else {
-            throw new ConfigErrorException("You've changed replication modes - please reset the streams in this connector");
-          }
-        } else {
-          LOGGER.info("State type not present, syncing stream {} via cursor", streamDescriptor.getName());
-          cursorBasedSyncStreamPairs.add(pair);
-          statesFromCursorBasedSync.add(stateMessage);
-        }
-        alreadySeenStreamPairs.add(new AirbyteStreamNameNamespacePair(streamDescriptor.getName(), streamDescriptor.getNamespace()));
-      });
-    }
-
-    final List<ConfiguredAirbyteStream> newlyAddedIncrementalStreams =
-        identifyNewlyAddedStreams(fullCatalog, alreadySeenStreamPairs);
-    final List<ConfiguredAirbyteStream> streamsForCtidSync = getStreamsFromStreamPairs(fullCatalog, stillInCtidStreamPairs, SyncMode.INCREMENTAL);
-    final List<ConfiguredAirbyteStream> fullRefreshStreamsForCtidSync =
-        getStreamsFromStreamPairs(fullCatalog, stillInCtidStreamPairs, SyncMode.FULL_REFRESH);
-
-    final List<ConfiguredAirbyteStream> streamsForCursorBasedSync =
-        getStreamsFromStreamPairs(fullCatalog, cursorBasedSyncStreamPairs, SyncMode.INCREMENTAL);
-    streamsForCtidSync.addAll(fullRefreshStreamsForCtidSync);
-    streamsForCtidSync.addAll(newlyAddedIncrementalStreams);
-
-    return new StreamsCategorised<>(new CtidStreams(streamsForCtidSync, statesFromCtidSync),
-        new CursorBasedStreams(streamsForCursorBasedSync, statesFromCursorBasedSync));
-  }
-
-  public record CursorBasedStreams(List<ConfiguredAirbyteStream> streamsForCursorBasedSync,
-                                   List<AirbyteStateMessage> statesFromCursorBasedSync) {}
-
-  /**
-   * Reclassifies previously categorised ctid stream into standard category. Used in case we identify
-   * ctid is not possible such as a View
-   *
-   * @param categorisedStreams categorised streams
-   * @param streamPair stream to reclassify
-   */
-  public static void reclassifyCategorisedCtidStream(final StreamsCategorised<CursorBasedStreams> categorisedStreams,
-                                                     final AirbyteStreamNameNamespacePair streamPair) {
-    final Optional<ConfiguredAirbyteStream> foundStream = categorisedStreams
-        .ctidStreams()
-        .streamsForCtidSync().stream().filter(c -> Objects.equals(
-            streamPair,
-            new AirbyteStreamNameNamespacePair(c.getStream().getName(), c.getStream().getNamespace())))
-        .findFirst();
-    foundStream.ifPresent(c -> {
-      categorisedStreams.remainingStreams().streamsForCursorBasedSync().add(c);
-      categorisedStreams.ctidStreams().streamsForCtidSync().remove(c);
-      LOGGER.info("Reclassified {}.{} as standard stream", c.getStream().getNamespace(), c.getStream().getName());
-    });
-
-    // Should there ever be a matching ctid state when ctid is not possible?
-    final Optional<AirbyteStateMessage> foundStateMessage = categorisedStreams
-        .ctidStreams()
-        .statesFromCtidSync().stream().filter(m -> Objects.equals(streamPair,
-            new AirbyteStreamNameNamespacePair(
-                m.getStream().getStreamDescriptor().getName(),
-                m.getStream().getStreamDescriptor().getNamespace())))
-        .findFirst();
-    foundStateMessage.ifPresent(m -> {
-      categorisedStreams.remainingStreams().statesFromCursorBasedSync().add(m);
-      categorisedStreams.ctidStreams().statesFromCtidSync().remove(m);
-    });
-  }
-
-  public static void reclassifyCategorisedCtidStreams(final StreamsCategorised<CursorBasedStreams> categorisedStreams,
-                                                      final List<AirbyteStreamNameNamespacePair> streamPairs) {
-    streamPairs.forEach(c -> reclassifyCategorisedCtidStream(categorisedStreams, c));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cursor_based/PostgresCursorBasedStateManager.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cursor_based/PostgresCursorBasedStateManager.java
deleted file mode 100644
index 6c38fef1eed2..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/cursor_based/PostgresCursorBasedStateManager.java
+++ /dev/null
@@ -1,111 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cursor_based;
-
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.source.relationaldb.CursorInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.models.DbState;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StreamStateManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.internal.models.CursorBasedStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.Optional;
-import java.util.stream.Collectors;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * This state manager extends the StreamStateManager to enable writing the state_type and version
- * keys to the stream state when they're going through the iterator Once we have verified that
- * expanding StreamStateManager itself to include this functionality, this class will be removed
- */
-public class PostgresCursorBasedStateManager extends StreamStateManager {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(StreamStateManager.class);
-
-  public PostgresCursorBasedStateManager(final List<AirbyteStateMessage> airbyteStateMessages, final ConfiguredAirbyteCatalog catalog) {
-    super(airbyteStateMessages, catalog);
-  }
-
-  @Override
-  public AirbyteStateMessage toState(final Optional<AirbyteStreamNameNamespacePair> pair) {
-    if (pair.isPresent()) {
-      final Map<AirbyteStreamNameNamespacePair, CursorInfo> pairToCursorInfoMap = getPairToCursorInfoMap();
-      final Optional<CursorInfo> cursorInfo = Optional.ofNullable(pairToCursorInfoMap.get(pair.get()));
-
-      if (cursorInfo.isPresent()) {
-        LOGGER.debug("Generating state message for {}...", pair);
-        return new AirbyteStateMessage()
-            .withType(AirbyteStateType.STREAM)
-            // Temporarily include legacy state for backwards compatibility with the platform
-            .withData(Jsons.jsonNode(generateDbState(pairToCursorInfoMap)))
-            .withStream(generateStreamState(pair.get(), cursorInfo.get()));
-      } else {
-        LOGGER.warn("Cursor information could not be located in state for stream {}.  Returning a new, empty state message...", pair);
-        return new AirbyteStateMessage().withType(AirbyteStateType.STREAM).withStream(new AirbyteStreamState());
-      }
-    } else {
-      LOGGER.warn("Stream not provided.  Returning a new, empty state message...");
-      return new AirbyteStateMessage().withType(AirbyteStateType.STREAM).withStream(new AirbyteStreamState());
-    }
-  }
-
-  /**
-   * Generates the stream state for the given stream and cursor information.
-   *
-   * @param airbyteStreamNameNamespacePair The stream.
-   * @param cursorInfo The current cursor.
-   * @return The {@link AirbyteStreamState} representing the current state of the stream.
-   */
-  private AirbyteStreamState generateStreamState(final AirbyteStreamNameNamespacePair airbyteStreamNameNamespacePair,
-                                                 final CursorInfo cursorInfo) {
-    return new AirbyteStreamState()
-        .withStreamDescriptor(
-            new StreamDescriptor().withName(airbyteStreamNameNamespacePair.getName()).withNamespace(airbyteStreamNameNamespacePair.getNamespace()))
-        .withStreamState(Jsons.jsonNode(generateDbStreamState(airbyteStreamNameNamespacePair, cursorInfo)));
-  }
-
-  private CursorBasedStatus generateDbStreamState(final AirbyteStreamNameNamespacePair airbyteStreamNameNamespacePair,
-                                                  final CursorInfo cursorInfo) {
-    final CursorBasedStatus state = new CursorBasedStatus();
-    state.setStateType(StateType.CURSOR_BASED);
-    state.setVersion(2L);
-    state.setStreamName(airbyteStreamNameNamespacePair.getName());
-    state.setStreamNamespace(airbyteStreamNameNamespacePair.getNamespace());
-    state.setCursorField(cursorInfo.getCursorField() == null ? Collections.emptyList() : Lists.newArrayList(cursorInfo.getCursorField()));
-    state.setCursor(cursorInfo.getCursor());
-    if (cursorInfo.getCursorRecordCount() > 0L) {
-      state.setCursorRecordCount(cursorInfo.getCursorRecordCount());
-    }
-    return state;
-  }
-
-  /**
-   * Generates the legacy global state for backwards compatibility.
-   *
-   * @param pairToCursorInfoMap The map of stream name/namespace tuple to the current cursor
-   *        information for that stream
-   * @return The legacy {@link DbState}.
-   */
-  private DbState generateDbState(final Map<AirbyteStreamNameNamespacePair, CursorInfo> pairToCursorInfoMap) {
-    return new DbState()
-        .withCdc(false)
-        .withStreams(pairToCursorInfoMap.entrySet().stream()
-            .sorted(Entry.comparingByKey()) // sort by stream name then namespace for sanity.
-            .map(e -> generateDbStreamState(e.getKey(), e.getValue()))
-            .collect(Collectors.toList()));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/PostgresXminHandler.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/PostgresXminHandler.java
deleted file mode 100644
index 82cb3253b2fb..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/PostgresXminHandler.java
+++ /dev/null
@@ -1,266 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import static io.airbyte.cdk.integrations.source.relationaldb.RelationalDbQueryUtils.getFullyQualifiedTableNameWithQuoting;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.annotations.VisibleForTesting;
-import io.airbyte.cdk.db.JdbcCompatibleSourceOperations;
-import io.airbyte.cdk.db.jdbc.AirbyteRecordData;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.integrations.source.relationaldb.DbSourceDiscoverUtil;
-import io.airbyte.cdk.integrations.source.relationaldb.RelationalDbQueryUtils;
-import io.airbyte.cdk.integrations.source.relationaldb.TableInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.state.SourceStateIterator;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateEmitFrequency;
-import io.airbyte.cdk.integrations.source.relationaldb.streamstatus.StreamStatusTraceEmitterIterator;
-import io.airbyte.commons.stream.AirbyteStreamStatusHolder;
-import io.airbyte.commons.stream.AirbyteStreamUtils;
-import io.airbyte.commons.util.AutoCloseableIterator;
-import io.airbyte.commons.util.AutoCloseableIterators;
-import io.airbyte.integrations.source.postgres.PostgresType;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.CommonField;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessageMeta;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.AirbyteStreamStatusTraceMessage.AirbyteStreamStatus;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.sql.Connection;
-import java.sql.PreparedStatement;
-import java.sql.SQLException;
-import java.time.Duration;
-import java.time.Instant;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Map;
-import java.util.concurrent.atomic.AtomicLong;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-public class PostgresXminHandler {
-
-  private final JdbcCompatibleSourceOperations sourceOperations;
-  private final JdbcDatabase database;
-  private final String quoteString;
-  private final XminStatus currentXminStatus;
-  private final XminStateManager xminStateManager;
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(PostgresXminHandler.class);
-
-  public PostgresXminHandler(final JdbcDatabase database,
-                             final JdbcCompatibleSourceOperations sourceOperations,
-                             final String quoteString,
-                             final XminStatus xminStatus,
-                             final XminStateManager xminStateManager) {
-    this.database = database;
-    this.sourceOperations = sourceOperations;
-    this.quoteString = quoteString;
-    this.currentXminStatus = xminStatus;
-    this.xminStateManager = xminStateManager;
-  }
-
-  public List<AutoCloseableIterator<AirbyteMessage>> getIncrementalIterators(
-                                                                             final ConfiguredAirbyteCatalog catalog,
-                                                                             final Map<String, TableInfo<CommonField<PostgresType>>> tableNameToTable,
-                                                                             final Instant emittedAt) {
-
-    final List<AutoCloseableIterator<AirbyteMessage>> iteratorList = new ArrayList<>();
-    /*
-     */
-    for (final ConfiguredAirbyteStream airbyteStream : catalog.getStreams()) {
-      final AirbyteStream stream = airbyteStream.getStream();
-      final String streamName = airbyteStream.getStream().getName();
-      final String namespace = airbyteStream.getStream().getNamespace();
-      final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamName,
-          namespace);
-
-      // Skip syncing the stream if it doesn't exist in the source.
-      final String fullyQualifiedTableName = DbSourceDiscoverUtil.getFullyQualifiedTableName(stream.getNamespace(),
-          stream.getName());
-      if (!tableNameToTable.containsKey(fullyQualifiedTableName)) {
-        LOGGER.info("Skipping stream {} because it is not in the source", fullyQualifiedTableName);
-        continue;
-      }
-
-      if (airbyteStream.getSyncMode().equals(SyncMode.INCREMENTAL)) {
-        iteratorList.add(
-            new StreamStatusTraceEmitterIterator(new AirbyteStreamStatusHolder(pair, AirbyteStreamStatus.STARTED)));
-
-        // Grab the selected fields to sync
-        final TableInfo<CommonField<PostgresType>> table = tableNameToTable
-            .get(fullyQualifiedTableName);
-        final List<String> selectedDatabaseFields = table.getFields()
-            .stream()
-            .map(CommonField::getName)
-            .filter(CatalogHelpers.getTopLevelFieldNames(airbyteStream)::contains)
-            .collect(Collectors.toList());
-
-        final AutoCloseableIterator<AirbyteRecordData> queryStream = queryTableXmin(selectedDatabaseFields, table.getNameSpace(), table.getName());
-        final AutoCloseableIterator<AirbyteMessage> recordIterator =
-            getRecordIterator(queryStream, streamName, namespace, emittedAt.toEpochMilli());
-        final AutoCloseableIterator<AirbyteMessage> recordAndMessageIterator = augmentWithState(recordIterator, airbyteStream, pair);
-
-        iteratorList.add(augmentWithLogs(recordAndMessageIterator, pair, streamName));
-        iteratorList.add(
-            new StreamStatusTraceEmitterIterator(new AirbyteStreamStatusHolder(pair, AirbyteStreamStatus.COMPLETE)));
-      }
-    }
-
-    return iteratorList;
-  }
-
-  private AutoCloseableIterator<AirbyteRecordData> queryTableXmin(
-                                                                  final List<String> columnNames,
-                                                                  final String schemaName,
-                                                                  final String tableName) {
-    LOGGER.info("Queueing query for table: {}", tableName);
-    final AirbyteStreamNameNamespacePair airbyteStream =
-        AirbyteStreamUtils.convertFromNameAndNamespace(tableName, schemaName);
-    return AutoCloseableIterators.lazyIterator(() -> {
-      try {
-        final Stream<AirbyteRecordData> stream = database.unsafeQuery(
-            connection -> createXminQueryStatement(connection, columnNames, schemaName, tableName, airbyteStream),
-            sourceOperations::convertDatabaseRowToAirbyteRecordData);
-        return AutoCloseableIterators.fromStream(stream, airbyteStream);
-      } catch (final SQLException e) {
-        throw new RuntimeException(e);
-      }
-    }, airbyteStream);
-  }
-
-  private PreparedStatement createXminQueryStatement(
-                                                     final Connection connection,
-                                                     final List<String> columnNames,
-                                                     final String schemaName,
-                                                     final String tableName,
-                                                     final AirbyteStreamNameNamespacePair airbyteStream) {
-    try {
-      LOGGER.info("Preparing query for table: {}", tableName);
-      final String fullTableName = getFullyQualifiedTableNameWithQuoting(schemaName, tableName,
-          quoteString);
-
-      final String wrappedColumnNames = RelationalDbQueryUtils.enquoteIdentifierList(columnNames, quoteString);
-
-      // Get the xmin status associated with the previous run
-      final XminStatus previousRunXminStatus = xminStateManager.getXminStatus(airbyteStream);
-      final PreparedStatement xminPreparedStatement =
-          getXminPreparedStatement(connection, wrappedColumnNames, fullTableName, previousRunXminStatus, currentXminStatus);
-      LOGGER.info("Executing query for table {}: {}", tableName, xminPreparedStatement);
-      return xminPreparedStatement;
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  private PreparedStatement getXminPreparedStatement(final Connection connection,
-                                                     final String wrappedColumnNames,
-                                                     final String fullTableName,
-                                                     final XminStatus prevRunXminStatus,
-                                                     final XminStatus currentXminStatus)
-      throws SQLException {
-
-    if (isSingleWraparound(prevRunXminStatus, currentXminStatus)) {
-      // The xmin state that we save represents the lowest XID that is still in progress. To make sure we
-      // don't miss data associated with the current transaction, we have to issue an >=. Because of the
-      // wraparound, the changes prior to the
-      // end xmin xid value must also be captured.
-      LOGGER.info("Detect a single wraparound for {}", fullTableName);
-      final String sql = String.format("SELECT %s FROM %s WHERE xmin::text::bigint >= ? OR xmin::text::bigint < ?",
-          wrappedColumnNames, fullTableName);
-      final PreparedStatement preparedStatement = connection.prepareStatement(sql);
-      preparedStatement.setLong(1, prevRunXminStatus.getXminXidValue());
-      preparedStatement.setLong(2, currentXminStatus.getXminXidValue());
-
-      return preparedStatement;
-    } else {
-      // The xmin state that we save represents the lowest XID that is still in progress. To make sure we
-      // don't miss data associated with the current transaction, we have to issue an >=
-      final String sql = String.format("SELECT %s FROM %s WHERE xmin::text::bigint >= ?",
-          wrappedColumnNames, fullTableName);
-
-      final PreparedStatement preparedStatement = connection.prepareStatement(sql.toString());
-      if (prevRunXminStatus != null) {
-        preparedStatement.setLong(1, prevRunXminStatus.getXminXidValue());
-      } else {
-        // In case ctid sync is not possible we will do the initial load using "WHERE xmin >= 0"
-        preparedStatement.setLong(1, 0L);
-      }
-
-      return preparedStatement;
-    }
-  }
-
-  @VisibleForTesting
-  static boolean isSingleWraparound(final XminStatus prevRunXminStatus, final XminStatus currentXminStatus) {
-    // Detect whether the source Postgres DB has undergone a single wraparound event.
-    return prevRunXminStatus != null && currentXminStatus != null
-        && currentXminStatus.getNumWraparound() - prevRunXminStatus.getNumWraparound() == 1;
-  }
-
-  public static boolean shouldPerformFullSync(final XminStatus currentXminStatus, final JsonNode streamState) {
-    // Detects whether source Postgres DB has undergone multiple wraparound events between syncs.
-    return streamState.has("num_wraparound") && (currentXminStatus.getNumWraparound() - streamState.get("num_wraparound").asLong() >= 2);
-  }
-
-  // Transforms the given iterator to create an {@link AirbyteRecordMessage}
-  private static AutoCloseableIterator<AirbyteMessage> getRecordIterator(
-                                                                         final AutoCloseableIterator<AirbyteRecordData> recordIterator,
-                                                                         final String streamName,
-                                                                         final String namespace,
-                                                                         final long emittedAt) {
-    return AutoCloseableIterators.transform(recordIterator, airbyteRecordData -> new AirbyteMessage()
-        .withType(Type.RECORD)
-        .withRecord(new AirbyteRecordMessage()
-            .withStream(streamName)
-            .withNamespace(namespace)
-            .withEmittedAt(emittedAt)
-            .withData(airbyteRecordData.rawRowData())
-            .withMeta(isMetaChangesEmptyOrNull(airbyteRecordData.meta()) ? null : airbyteRecordData.meta())));
-  }
-
-  private static boolean isMetaChangesEmptyOrNull(AirbyteRecordMessageMeta meta) {
-    return meta == null || meta.getChanges() == null || meta.getChanges().isEmpty();
-  }
-
-  // Augments the given iterator with record count logs.
-  private AutoCloseableIterator<AirbyteMessage> augmentWithLogs(final AutoCloseableIterator<AirbyteMessage> iterator,
-                                                                final AirbyteStreamNameNamespacePair pair,
-                                                                final String streamName) {
-    final AtomicLong recordCount = new AtomicLong();
-    return AutoCloseableIterators.transform(iterator,
-        AirbyteStreamUtils.convertFromNameAndNamespace(pair.getName(), pair.getNamespace()),
-        r -> {
-          final long count = recordCount.incrementAndGet();
-          if (count % 10000 == 0) {
-            LOGGER.info("Reading stream {}. Records read: {}", streamName, count);
-          }
-          return r;
-        });
-  }
-
-  private AutoCloseableIterator<AirbyteMessage> augmentWithState(final AutoCloseableIterator<AirbyteMessage> recordIterator,
-                                                                 final ConfiguredAirbyteStream airbyteStream,
-                                                                 final AirbyteStreamNameNamespacePair pair) {
-    xminStateManager.setCurrentXminStatus(currentXminStatus);
-    return AutoCloseableIterators.transform(
-        autoCloseableIterator -> new SourceStateIterator(
-            autoCloseableIterator,
-            airbyteStream,
-            xminStateManager, new StateEmitFrequency(0L, Duration.ofSeconds(1L))),
-        recordIterator,
-        AirbyteStreamUtils.convertFromNameAndNamespace(pair.getName(), pair.getNamespace()));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/XminCtidUtils.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/XminCtidUtils.java
deleted file mode 100644
index 84f4b346038a..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/XminCtidUtils.java
+++ /dev/null
@@ -1,139 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import static io.airbyte.integrations.source.postgres.ctid.CtidStateManager.STATE_TYPE_KEY;
-import static io.airbyte.integrations.source.postgres.ctid.CtidUtils.identifyNewlyAddedStreams;
-import static io.airbyte.integrations.source.postgres.xmin.PostgresXminHandler.shouldPerformFullSync;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.CtidStreams;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.StreamsCategorised;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.Set;
-import java.util.stream.Collectors;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * The class mainly categorises the streams based on the state type into two categories: 1. Streams
- * that need to be synced via ctid iterator: These are streams that are either newly added or did
- * not complete their initial sync. 2. Streams that need to be synced via xmin iterator: These are
- * streams that have completed their initial sync and are not syncing data incrementally.
- */
-public class XminCtidUtils {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(XminCtidUtils.class);
-
-  public static StreamsCategorised<XminStreams> categoriseStreams(final StateManager stateManager,
-                                                                  final ConfiguredAirbyteCatalog fullCatalog,
-                                                                  final XminStatus currentXminStatus) {
-    final List<AirbyteStateMessage> rawStateMessages = stateManager.getRawStateMessages();
-    final List<AirbyteStateMessage> statesFromCtidSync = new ArrayList<>();
-    final List<AirbyteStateMessage> statesFromXminSync = new ArrayList<>();
-
-    final Set<AirbyteStreamNameNamespacePair> alreadySeenStreams = new HashSet<>();
-    final Set<AirbyteStreamNameNamespacePair> streamsStillInCtidSync = new HashSet<>();
-
-    if (rawStateMessages != null) {
-      rawStateMessages.forEach(stateMessage -> {
-        final JsonNode streamState = stateMessage.getStream().getStreamState();
-        final StreamDescriptor streamDescriptor = stateMessage.getStream().getStreamDescriptor();
-        if (streamState == null || streamDescriptor == null || !streamState.has(STATE_TYPE_KEY)) {
-          return;
-        }
-
-        if (streamState.get(STATE_TYPE_KEY).asText().equalsIgnoreCase("ctid")) {
-          statesFromCtidSync.add(stateMessage);
-          streamsStillInCtidSync.add(new AirbyteStreamNameNamespacePair(streamDescriptor.getName(), streamDescriptor.getNamespace()));
-        } else if (streamState.get(STATE_TYPE_KEY).asText().equalsIgnoreCase("xmin")) {
-          if (shouldPerformFullSync(currentXminStatus, streamState)) {
-            final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamDescriptor.getName(),
-                streamDescriptor.getNamespace());
-            LOGGER.info("Detected multiple wraparounds. Will perform a full sync for {}", pair);
-            streamsStillInCtidSync.add(pair);
-          } else {
-            statesFromXminSync.add(stateMessage);
-          }
-        } else {
-          throw new ConfigErrorException("You've changed replication modes - please reset the streams in this connector");
-        }
-
-        alreadySeenStreams.add(new AirbyteStreamNameNamespacePair(streamDescriptor.getName(), streamDescriptor.getNamespace()));
-      });
-    }
-
-    final List<ConfiguredAirbyteStream> newlyAddedIncrementalStreams =
-        identifyNewlyAddedStreams(fullCatalog, alreadySeenStreams);
-    final List<ConfiguredAirbyteStream> streamsForCtidSync = new ArrayList<>();
-    fullCatalog.getStreams().stream()
-        .filter(stream -> streamsStillInCtidSync.contains(AirbyteStreamNameNamespacePair.fromAirbyteStream(stream.getStream())))
-        .map(Jsons::clone)
-        .forEach(streamsForCtidSync::add);
-
-    streamsForCtidSync.addAll(newlyAddedIncrementalStreams);
-
-    final List<ConfiguredAirbyteStream> streamsForXminSync = fullCatalog.getStreams().stream()
-        .filter(stream -> stream.getSyncMode() == SyncMode.INCREMENTAL)
-        .filter(stream -> !streamsForCtidSync.contains(stream))
-        .map(Jsons::clone)
-        .collect(Collectors.toList());
-
-    return new StreamsCategorised<>(new CtidStreams(streamsForCtidSync, statesFromCtidSync), new XminStreams(streamsForXminSync, statesFromXminSync));
-  }
-
-  public record XminStreams(List<ConfiguredAirbyteStream> streamsForXminSync,
-                            List<AirbyteStateMessage> statesFromXminSync) {
-
-  }
-
-  public static void reclassifyCategorisedCtidStream(final StreamsCategorised<XminStreams> categorisedStreams,
-                                                     final AirbyteStreamNameNamespacePair streamPair) {
-    final Optional<ConfiguredAirbyteStream> foundStream = categorisedStreams
-        .ctidStreams()
-        .streamsForCtidSync().stream().filter(c -> Objects.equals(
-            streamPair,
-            new AirbyteStreamNameNamespacePair(c.getStream().getName(), c.getStream().getNamespace())))
-        .findFirst();
-    foundStream.ifPresent(c -> {
-      categorisedStreams.remainingStreams().streamsForXminSync().add(c);
-      categorisedStreams.ctidStreams().streamsForCtidSync().remove(c);
-      LOGGER.info("Reclassified {}.{} as xmin stream", c.getStream().getNamespace(), c.getStream().getName());
-    });
-
-    // Should there ever be a matching ctid state when ctid is not possible?
-    final Optional<AirbyteStateMessage> foundStateMessage = categorisedStreams
-        .ctidStreams()
-        .statesFromCtidSync().stream().filter(m -> Objects.equals(streamPair,
-            new AirbyteStreamNameNamespacePair(
-                m.getStream().getStreamDescriptor().getName(),
-                m.getStream().getStreamDescriptor().getNamespace())))
-        .findFirst();
-    foundStateMessage.ifPresent(m -> {
-      categorisedStreams.remainingStreams().statesFromXminSync().add(m);
-      categorisedStreams.ctidStreams().statesFromCtidSync().remove(m);
-    });
-  }
-
-  public static void reclassifyCategorisedCtidStreams(final StreamsCategorised<XminStreams> categorisedStreams,
-                                                      final List<AirbyteStreamNameNamespacePair> streamPairs) {
-    streamPairs.forEach(c -> reclassifyCategorisedCtidStream(categorisedStreams, c));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/XminStateManager.java b/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/XminStateManager.java
deleted file mode 100644
index 3b37d393473a..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/java/io/airbyte/integrations/source/postgres/xmin/XminStateManager.java
+++ /dev/null
@@ -1,130 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import io.airbyte.cdk.integrations.source.relationaldb.state.SourceStateMessageProducer;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import org.apache.commons.lang3.NotImplementedException;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-/**
- * Utility class to manage xmin state.
- */
-public class XminStateManager implements SourceStateMessageProducer<AirbyteMessage> {
-
-  private static final Logger LOGGER = LoggerFactory.getLogger(XminStateManager.class);
-  public static final long XMIN_STATE_VERSION = 2L;
-
-  private XminStatus currentXminStatus;
-
-  private final Map<AirbyteStreamNameNamespacePair, XminStatus> pairToXminStatus;
-
-  private final static AirbyteStateMessage EMPTY_STATE = new AirbyteStateMessage()
-      .withType(AirbyteStateType.STREAM)
-      .withStream(new AirbyteStreamState());
-
-  public XminStateManager(final List<AirbyteStateMessage> stateMessages) {
-    pairToXminStatus = createPairToXminStatusMap(stateMessages);
-  }
-
-  private static Map<AirbyteStreamNameNamespacePair, XminStatus> createPairToXminStatusMap(final List<AirbyteStateMessage> stateMessages) {
-    final Map<AirbyteStreamNameNamespacePair, XminStatus> localMap = new HashMap<>();
-    if (stateMessages != null) {
-      for (final AirbyteStateMessage stateMessage : stateMessages) {
-        // A reset causes the default state to be an empty legacy state, so we have to ignore those
-        // messages.
-        if (stateMessage.getType() == AirbyteStateType.STREAM && !stateMessage.equals(EMPTY_STATE)) {
-          LOGGER.info("State message: " + stateMessage);
-          final StreamDescriptor streamDescriptor = stateMessage.getStream().getStreamDescriptor();
-          final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(streamDescriptor.getName(), streamDescriptor.getNamespace());
-          final XminStatus xminStatus;
-          try {
-            xminStatus = Jsons.object(stateMessage.getStream().getStreamState(), XminStatus.class);
-          } catch (final IllegalArgumentException e) {
-            throw new ConfigErrorException(
-                "Invalid per-stream state. If this connection was migrated to a Xmin incremental mode from a cursor-based or CDC incremental mode, "
-                    + "please reset your connection and re-sync.");
-          }
-          localMap.put(pair, xminStatus);
-        }
-      }
-    }
-    return localMap;
-  }
-
-  public XminStatus getXminStatus(final AirbyteStreamNameNamespacePair pair) {
-    return pairToXminStatus.get(pair);
-  }
-
-  /**
-   * Creates AirbyteStateMessage associated with the given {@link XminStatus}.
-   *
-   * @return AirbyteMessage which includes information on state of records read so far
-   */
-  public static AirbyteMessage createStateMessage(final AirbyteStreamNameNamespacePair pair, final XminStatus xminStatus) {
-    final AirbyteStateMessage stateMessage = getAirbyteStateMessage(pair, xminStatus);
-
-    return new AirbyteMessage()
-        .withType(Type.STATE)
-        .withState(stateMessage);
-  }
-
-  public static AirbyteStateMessage getAirbyteStateMessage(final AirbyteStreamNameNamespacePair pair, final XminStatus xminStatus) {
-    final AirbyteStreamState airbyteStreamState =
-        new AirbyteStreamState()
-            .withStreamDescriptor(
-                new StreamDescriptor()
-                    .withName(pair.getName())
-                    .withNamespace(pair.getNamespace()))
-            .withStreamState(Jsons.jsonNode(xminStatus));
-
-    // Set state
-    return new AirbyteStateMessage()
-        .withType(AirbyteStateType.STREAM)
-        .withStream(airbyteStreamState);
-  }
-
-  public void setCurrentXminStatus(final XminStatus currentXminStatus) {
-    this.currentXminStatus = currentXminStatus;
-  }
-
-  @Override
-  public AirbyteStateMessage generateStateMessageAtCheckpoint(final ConfiguredAirbyteStream stream) {
-    // This is not expected to be called.
-    throw new NotImplementedException();
-  }
-
-  @Override
-  public AirbyteMessage processRecordMessage(final ConfiguredAirbyteStream stream, AirbyteMessage message) {
-    return message;
-  }
-
-  @Override
-  public AirbyteStateMessage createFinalStateMessage(final ConfiguredAirbyteStream stream) {
-    final AirbyteStreamNameNamespacePair pair = new AirbyteStreamNameNamespacePair(stream.getStream().getName(), stream.getStream().getNamespace());
-    return XminStateManager.createStateMessage(pair, currentXminStatus).getState();
-  }
-
-  // We do not send state message for xmin for checkpointing purpose.
-  @Override
-  public boolean shouldEmitStateMessage(final ConfiguredAirbyteStream stream) {
-    return false;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSource.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSource.kt
new file mode 100644
index 000000000000..3a730faf930e
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSource.kt
@@ -0,0 +1,11 @@
+/* Copyright (c) 2024 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.AirbyteSourceRunner
+
+object PostgresSource {
+    @JvmStatic
+    fun main(args: Array<String>) {
+        AirbyteSourceRunner.run(*args)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceExceptionHandler.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceExceptionHandler.kt
deleted file mode 100644
index 20f861f28f34..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceExceptionHandler.kt
+++ /dev/null
@@ -1,217 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres
-
-import io.airbyte.cdk.integrations.util.ConnectorErrorProfile
-import io.airbyte.cdk.integrations.util.ConnectorExceptionHandler
-import io.airbyte.cdk.integrations.util.FailureType
-
-class PostgresSourceExceptionHandler : ConnectorExceptionHandler() {
-    override fun initializeErrorDictionary() {
-        val POSTGRES_RECOVERY_CONNECTION_ERROR_MESSAGE =
-            "We're having issues syncing from a Postgres replica that is configured as a hot standby server. " +
-                "Please see https://go.airbyte.com/pg-hot-standby-error-message for options and workarounds"
-
-        val DATABASE_READ_ERROR = "Encountered an error while reading the database, will retry."
-
-        // include common error profiles
-        super.initializeErrorDictionary()
-
-        // adding connector specific error profiles
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern = "(?i).*temporary file size exceeds temp_file_limit.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = DATABASE_READ_ERROR,
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: ERROR: temporary file size exceeds temp_file_limit",
-                referenceLinks =
-                    listOf(
-                        "https://github.com/airbytehq/airbyte/issues/27090",
-                        "https://github.com/airbytehq/oncall/issues/1822",
-                    ),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern = "(?i).*an i/o error occured while sending to the backend.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = DATABASE_READ_ERROR,
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: An I/O error occured while sending to the backend.",
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres Query Conflicts",
-                regexMatchingPattern = "(?i).*due to conflict with recovery.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = POSTGRES_RECOVERY_CONNECTION_ERROR_MESSAGE,
-                sampleInternalMessage =
-                    "ERROR: canceling statement due to conflict with recovery.\n" +
-                        "org.postgresql.util.PSQLException: FATAL: terminating connection due to conflict with recovery",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/6296"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern = "(?i).*permission denied for table.*",
-                failureType = FailureType.CONFIG,
-                externalMessage =
-                    "Database read failed due to missing read permissions on a table. See the detailed error for the table name and update permissions accordingly.",
-                sampleInternalMessage =
-                    "java.lang.RuntimeException: org.postgresql.util.PSQLException: ERROR: permission denied for table xxx.",
-                referenceLinks = listOf("https://github.com/airbytehq/airbyte/issues/41614"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern = "(?i).*canceling statement due to statement timeout.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = "Database read failed due SQL statement timeout, will retry.",
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: ERROR: canceling statement due to statement timeout",
-                referenceLinks = listOf("https://github.com/airbytehq/airbyte/issues/41614"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres Hikari Connection Error",
-                regexMatchingPattern =
-                    "(?i).*connection is not available, request timed out after*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = "Database read failed due to connection timeout, will retry.",
-                sampleInternalMessage =
-                    "java.sql.SQLTransientConnectionException: HikariPool-x - Connection is not available, request timed out after xms",
-                referenceLinks =
-                    listOf(
-                        "https://github.com/airbytehq/airbyte/issues/41614",
-                        "https://github.com/airbytehq/oncall/issues/5346",
-                    ),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres connection timeout",
-                regexMatchingPattern = "(?i).*timed out after [1-9]\\d* msec*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = "Database connection timeout, will retry.",
-                sampleInternalMessage =
-                    "java.util.concurrent.TimeoutException: Timed out after 15000 msec",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/5381"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres Debezium Connection Error",
-                regexMatchingPattern = "(?i).*SocketException.*(broken pipe|socket is closed).*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage =
-                    "Database connection error when performing CDC reads, will retry.",
-                sampleInternalMessage =
-                    "java.net.SocketException: Broken pipe\n" +
-                        "java.net.SocketException: Socket is closed",
-                referenceLinks =
-                    listOf(
-                        "https://github.com/airbytehq/oncall/issues/5321",
-                        "https://github.com/airbytehq/oncall/issues/5293",
-                        "https://github.com/airbytehq/oncall/issues/5750",
-                    ),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres Debezium Connection Error",
-                regexMatchingPattern = ".*cannot read from logical replication slot.*",
-                failureType = FailureType.CONFIG,
-                externalMessage =
-                    "The configured replication slot has been dropped or has corrupted. Please recreate the replication slot.",
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: ERROR: cannot read from logical replication slot \"airbyte_slot\"",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/5981"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern = "(?i).*This connection has been closed.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage =
-                    "The connection to the Postgres server was unexpectedly closed, will retry.",
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: This connection has been closed.",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/7016"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres Debezium Connection Error",
-                regexMatchingPattern = "(?i).*Connection or outbound has closed.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = "The connection to the Postgres server was lost, will retry.",
-                sampleInternalMessage =
-                    "java.net.SocketException: Connection or outbound has closed",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/5871"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern = "(?i).*recovery is in progress.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage = "Postgres server is currently in recovery mode, will retry.",
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: ERROR: recovery is in progress",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/6033"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres SQL Exception",
-                regexMatchingPattern =
-                    "(?i).*terminating connection due to idle-in-transaction timeout.*",
-                failureType = FailureType.CONFIG,
-                externalMessage =
-                    "Postgres server closed the connection due to an idle-in-transaction timeout. Please review your server's timeout configuration " +
-                        "and increase the timeout if needed",
-                sampleInternalMessage =
-                    "org.postgresql.util.PSQLException: FATAL: terminating connection due to idle-in-transaction timeout",
-                referenceLinks = listOf("https://github.com/airbytehq/oncall/issues/5893"),
-            ),
-        )
-
-        add(
-            ConnectorErrorProfile(
-                errorClass = "Postgres Debezium Connection Error",
-                regexMatchingPattern =
-                    "(?i).*An exception occurred in the change event producer. This connector will be stopped.*",
-                failureType = FailureType.TRANSIENT,
-                externalMessage =
-                    "The sync encountered an unexpected error in the change event producer and has stopped. Please check the logs for details and troubleshoot accordingly.",
-                sampleInternalMessage =
-                    "io.airbyte.cdk.integrations.source.relationaldb.state.FailedRecordIteratorException: java.lang.RuntimeException: " +
-                        "java.lang.RuntimeException: org.apache.kafka.connect.errors.ConnectException: " +
-                        "An exception occurred in the change event producer. This connector will be stopped.",
-                referenceLinks = listOf("https://github.com/airbytehq/airbyte/issues/41614"),
-            ),
-        )
-    }
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcConnectionFactory.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcConnectionFactory.kt
new file mode 100644
index 000000000000..839f49e592c4
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcConnectionFactory.kt
@@ -0,0 +1,93 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.ssh.TunnelSession
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.github.oshai.kotlinlogging.KotlinLogging
+import io.micronaut.context.annotation.Primary
+import jakarta.inject.Singleton
+import java.sql.Connection
+import java.sql.DriverManager
+import java.util.Properties
+import org.postgresql.PGConnection
+import org.postgresql.util.PSQLException
+
+@Singleton
+@Primary
+class PostgresSourceJdbcConnectionFactory(pgConfig: PostgresSourceConfiguration) :
+    JdbcConnectionFactory(pgConfig) {
+    private val log = KotlinLogging.logger {}
+
+    companion object {
+        private const val USER = "user"
+        private const val PASSWORD = "password"
+    }
+
+    val replicationProps: Map<String, String> =
+        mapOf(
+            "assumeMinServerVersion" to "9.4",
+            "ApplicationName" to "Airbyte CDC Streaming",
+            "replication" to "database",
+            // replication protocol only supports simple query mode
+            "preferQueryMode" to "simple",
+            USER to config.jdbcProperties[USER]!!,
+            PASSWORD to config.jdbcProperties[PASSWORD]!!,
+        )
+
+    override fun get(): Connection {
+        // Setting autoCommit to false in pg jdbc allows the driver to start returning result before
+        // the entire result set is received from the server. This improves performance and memory
+        // consumption when fetching large result sets.
+        return super.get().also { it.autoCommit = false }
+    }
+
+    fun getReplication(): PGConnection {
+        val tunnelSession: TunnelSession = ensureTunnelSession()
+        log.info { "Creating a replication connection." }
+        val jdbcUrl: String =
+            String.format(
+                config.jdbcUrlFmt,
+                tunnelSession.address.hostName,
+                tunnelSession.address.port,
+            )
+        val props = Properties().apply { putAll(replicationProps) }
+
+        val connection: Connection
+        try {
+            connection = DriverManager.getConnection(jdbcUrl, props)!!
+        } catch (exception: PSQLException) {
+            if ("42501" == exception.sqlState) { // insufficient_privilege
+                throw ConfigErrorException(
+                    "User '${replicationProps[USER]}' does not have sufficient privileges for " +
+                        "CDC replication. Please read the docs and add required privileges."
+                )
+            }
+            throw ConfigErrorException(
+                "Unexpected failure while creating replication connection.",
+                exception
+            )
+        }
+
+        log.info { "Validating replication connection." }
+        validateReplicationConnection(connection)
+
+        return connection.unwrap(PGConnection::class.java)
+    }
+
+    private fun validateReplicationConnection(connection: Connection) {
+        connection.createStatement().use { statement ->
+            statement.executeQuery("IDENTIFY_SYSTEM").use { resultSet ->
+                if (!resultSet!!.next()) {
+                    throw ConfigErrorException(
+                        "The DB connection is not a valid replication connection"
+                    )
+                }
+            }
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartition.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartition.kt
new file mode 100644
index 000000000000..6e9f9fc26bf4
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartition.kt
@@ -0,0 +1,505 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.command.OpaqueStateValue
+import io.airbyte.cdk.discover.DataField
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.discover.NonEmittedField
+import io.airbyte.cdk.jdbc.LongFieldType
+import io.airbyte.cdk.jdbc.StringFieldType
+import io.airbyte.cdk.output.sockets.toJson
+import io.airbyte.cdk.read.And
+import io.airbyte.cdk.read.Equal
+import io.airbyte.cdk.read.From
+import io.airbyte.cdk.read.Greater
+import io.airbyte.cdk.read.GreaterOrEqual
+import io.airbyte.cdk.read.JdbcCursorPartition
+import io.airbyte.cdk.read.JdbcPartition
+import io.airbyte.cdk.read.JdbcSplittablePartition
+import io.airbyte.cdk.read.Lesser
+import io.airbyte.cdk.read.LesserOrEqual
+import io.airbyte.cdk.read.Limit
+import io.airbyte.cdk.read.Or
+import io.airbyte.cdk.read.OrderBy
+import io.airbyte.cdk.read.SelectColumnMaxValue
+import io.airbyte.cdk.read.SelectColumns
+import io.airbyte.cdk.read.SelectQuerier
+import io.airbyte.cdk.read.SelectQuery
+import io.airbyte.cdk.read.SelectQueryGenerator
+import io.airbyte.cdk.read.SelectQuerySpec
+import io.airbyte.cdk.read.Where
+import io.airbyte.cdk.read.WhereClauseLeafNode
+import io.airbyte.cdk.read.WhereClauseNode
+import io.airbyte.cdk.read.optimize
+import io.airbyte.cdk.util.Jsons
+
+val ctidField = NonEmittedField("ctid", StringFieldType)
+val xminField = NonEmittedField("xmin", LongFieldType)
+
+val xminCursorUpperBoundQuery =
+    SelectQuery(
+        """
+            SELECT CASE 
+                WHEN pg_is_in_recovery() 
+                THEN txid_snapshot_xmin(txid_current_snapshot()) 
+                ELSE txid_current() 
+            END AS current_xmin
+            """
+            .trimIndent()
+            .replace("\n", " "),
+        listOf(EmittedField("current_xmin", LongFieldType)),
+        emptyList()
+    )
+
+sealed class PostgresSourceJdbcPartition(
+    val selectQueryGenerator: SelectQueryGenerator,
+    final override val streamState: PostgresSourceJdbcStreamState,
+) : JdbcPartition<PostgresSourceJdbcStreamState> {
+    val stream = streamState.stream
+    val from = From(stream.name, stream.namespace)
+}
+
+sealed class PostgresSourceJdbcUnsplittablePartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+) : PostgresSourceJdbcPartition(selectQueryGenerator, streamState) {
+    override val nonResumableQuery: SelectQuery
+        get() = selectQueryGenerator.generate(nonResumableQuerySpec.optimize())
+
+    open val nonResumableQuerySpec = SelectQuerySpec(SelectColumns(stream.fields), from)
+
+    override fun samplingQuery(sampleRateInvPow2: Int): SelectQuery {
+        val sampleSize: Int = streamState.sharedState.maxSampleSize
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns(stream.fields),
+                From(stream.name, stream.namespace),
+                limit = Limit(sampleSize.toLong())
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+}
+
+class PostgresSourceJdbcUnsplittableSnapshotPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+) : PostgresSourceJdbcUnsplittablePartition(selectQueryGenerator, streamState) {
+    override val completeState: OpaqueStateValue
+        get() = PostgresSourceJdbcStreamStateValue.snapshotCompleted
+}
+
+class PostgresSourceJdbcUnsplittableSnapshotWithCursorPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    val cursor: DataField,
+) :
+    PostgresSourceJdbcUnsplittablePartition(selectQueryGenerator, streamState),
+    JdbcCursorPartition<PostgresSourceJdbcStreamState> {
+    override val completeState: OpaqueStateValue
+        get() =
+            PostgresSourceJdbcStreamStateValue.cursorIncrementalCheckpoint(
+                cursor,
+                streamState.cursorUpperBound ?: Jsons.nullNode(),
+            )
+
+    override val cursorUpperBoundQuery: SelectQuery
+        get() = selectQueryGenerator.generate(cursorUpperBoundQuerySpec.optimize())
+
+    val cursorUpperBoundQuerySpec = SelectQuerySpec(SelectColumnMaxValue(cursor), from)
+}
+
+class PostgresSourceJdbcUnsplittableCursorIncrementalPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    val cursor: DataField,
+    val cursorLowerBound: JsonNode?,
+    val isLowerBoundIncluded: Boolean,
+    val explicitCursorUpperBound: JsonNode?,
+) :
+    PostgresSourceJdbcUnsplittablePartition(selectQueryGenerator, streamState),
+    JdbcCursorPartition<PostgresSourceJdbcStreamState> {
+    override fun samplingQuery(sampleRateInvPow2: Int): SelectQuery {
+        val sampleSize: Int = streamState.sharedState.maxSampleSize
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns(stream.fields),
+                From(stream.name, stream.namespace),
+                limit = Limit(sampleSize.toLong())
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+
+    val cursorUpperBound: JsonNode
+        get() = explicitCursorUpperBound ?: streamState.cursorUpperBound ?: Jsons.nullNode()
+
+    override val completeState: OpaqueStateValue
+        get() =
+            PostgresSourceJdbcStreamStateValue.cursorIncrementalCheckpoint(
+                cursor,
+                cursorUpperBound,
+            )
+
+    override val cursorUpperBoundQuery: SelectQuery
+        get() = selectQueryGenerator.generate(cursorUpperBoundQuerySpec.optimize())
+
+    val cursorUpperBoundQuerySpec = SelectQuerySpec(SelectColumnMaxValue(cursor), from)
+
+    override val nonResumableQuerySpec: SelectQuerySpec
+        get() = SelectQuerySpec(SelectColumns(stream.fields), from, where, OrderBy(cursor))
+
+    val where: Where
+        get() {
+            val checkpointColumns: List<DataField> = listOf(cursor)
+            val lowerBound: JsonNode? = cursorLowerBound
+            val upperBound: JsonNode = cursorUpperBound
+            val zippedLowerBound: List<Pair<DataField, JsonNode>> =
+                lowerBound?.let { checkpointColumns.zip(listOf(it)) } ?: listOf()
+            val lowerBoundDisj: List<WhereClauseNode> =
+                zippedLowerBound.mapIndexed { idx: Int, (gtCol: DataField, gtValue: JsonNode) ->
+                    val lastLeaf: WhereClauseLeafNode =
+                        if (isLowerBoundIncluded && idx == checkpointColumns.size - 1) {
+                            GreaterOrEqual(gtCol, gtValue)
+                        } else {
+                            Greater(gtCol, gtValue)
+                        }
+                    And(
+                        zippedLowerBound.take(idx).map { (eqCol: DataField, eqValue: JsonNode) ->
+                            Equal(eqCol, eqValue)
+                        } + listOf(lastLeaf),
+                    )
+                }
+            val zippedUpperBound: List<Pair<DataField, JsonNode>> =
+                upperBound.let { checkpointColumns.zip(listOf(it)) }
+            val upperBoundDisj: List<WhereClauseNode> =
+                zippedUpperBound.mapIndexed { idx: Int, (leqCol: DataField, leqValue: JsonNode) ->
+                    val lastLeaf: WhereClauseLeafNode =
+                        if (idx < zippedUpperBound.size - 1) {
+                            Lesser(leqCol, leqValue)
+                        } else {
+                            LesserOrEqual(leqCol, leqValue)
+                        }
+                    And(
+                        zippedUpperBound.take(idx).map { (eqCol: DataField, eqValue: JsonNode) ->
+                            Equal(eqCol, eqValue)
+                        } + listOf(lastLeaf),
+                    )
+                }
+            return Where(And(Or(lowerBoundDisj), Or(upperBoundDisj)))
+        }
+}
+
+sealed class PostgresSourceSplittablePartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    val checkpointColumns: List<DataField>,
+) :
+    PostgresSourceJdbcPartition(selectQueryGenerator, streamState),
+    JdbcSplittablePartition<PostgresSourceJdbcStreamState> {
+    abstract val lowerBound: JsonNode?
+    abstract val upperBound: JsonNode?
+
+    override val nonResumableQuery: SelectQuery
+        get() = selectQueryGenerator.generate(nonResumableQuerySpec.optimize())
+
+    open val nonResumableQuerySpec: SelectQuerySpec
+        get() = SelectQuerySpec(SelectColumns(listOf(ctidField) + stream.fields), from, where)
+
+    override fun resumableQuery(limit: Long): SelectQuery {
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns((listOf(ctidField) + stream.fields).distinct()),
+                from,
+                where,
+                OrderBy(ctidField),
+                Limit(limit)
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+
+    override fun samplingQuery(sampleRateInvPow2: Int): SelectQuery {
+        val sampleSize: Int = streamState.sharedState.maxSampleSize
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns((listOf(ctidField) + stream.fields).distinct()),
+                From(stream.name, stream.namespace),
+                limit = Limit(sampleSize.toLong())
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+
+    val where: Where
+        get() {
+            val zippedLowerBound: List<Pair<DataField, JsonNode>> =
+                lowerBound?.let { checkpointColumns.zip(listOf(it)) } ?: listOf()
+            val lowerBoundDisj: List<WhereClauseNode> =
+                zippedLowerBound.mapIndexed { idx: Int, (gtCol: DataField, gtValue: JsonNode) ->
+                    val lastLeaf: WhereClauseLeafNode =
+                        if (isLowerBoundIncluded && idx == checkpointColumns.size - 1) {
+                            GreaterOrEqual(gtCol, gtValue)
+                        } else {
+                            Greater(gtCol, gtValue)
+                        }
+                    And(
+                        zippedLowerBound.take(idx).map { (eqCol: DataField, eqValue: JsonNode) ->
+                            Equal(eqCol, eqValue)
+                        } + listOf(lastLeaf),
+                    )
+                }
+            val zippedUpperBound: List<Pair<DataField, JsonNode>> =
+                upperBound?.let { checkpointColumns.zip(listOf(it)) } ?: listOf()
+            val upperBoundDisj: List<WhereClauseNode> =
+                zippedUpperBound.mapIndexed { idx: Int, (leqCol: DataField, leqValue: JsonNode) ->
+                    val lastLeaf: WhereClauseLeafNode =
+                        if (idx < zippedUpperBound.size - 1) {
+                            Lesser(leqCol, leqValue)
+                        } else {
+                            LesserOrEqual(leqCol, leqValue)
+                        }
+                    And(
+                        zippedUpperBound.take(idx).map { (eqCol: DataField, eqValue: JsonNode) ->
+                            Equal(eqCol, eqValue)
+                        } + listOf(lastLeaf),
+                    )
+                }
+            return Where(And(Or(lowerBoundDisj), Or(upperBoundDisj)))
+        }
+
+    open val isLowerBoundIncluded: Boolean = false
+}
+
+class PostgresSourceJdbcSplittableSnapshotPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    override val lowerBound: JsonNode?,
+    override val upperBound: JsonNode?,
+    val filenode: Filenode?,
+    override val isLowerBoundIncluded: Boolean
+) : PostgresSourceSplittablePartition(selectQueryGenerator, streamState, listOf(ctidField)) {
+    override val completeState: OpaqueStateValue
+        get() =
+            when (upperBound) {
+                null -> PostgresSourceJdbcStreamStateValue.snapshotCompleted
+                else -> PostgresSourceJdbcStreamStateValue.snapshotCheckpoint(upperBound, filenode)
+            }
+
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue {
+        return PostgresSourceJdbcStreamStateValue.snapshotCheckpoint(
+            lastRecord.nonEmittedData.toJson()["ctid"],
+            filenode
+        )
+    }
+}
+
+sealed class PostgresSourceCursorPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    checkpointColumns: List<DataField>,
+    val cursor: DataField,
+    val explicitCursorUpperBound: JsonNode?,
+    val filenode: Filenode?
+) :
+    PostgresSourceSplittablePartition(selectQueryGenerator, streamState, checkpointColumns),
+    JdbcCursorPartition<PostgresSourceJdbcStreamState> {
+
+    val cursorUpperBound: JsonNode
+        get() = explicitCursorUpperBound ?: streamState.cursorUpperBound ?: Jsons.nullNode()
+
+    override val cursorUpperBoundQuery: SelectQuery
+        get() = selectQueryGenerator.generate(cursorUpperBoundQuerySpec.optimize())
+
+    val cursorUpperBoundQuerySpec = SelectQuerySpec(SelectColumnMaxValue(cursor), from)
+}
+
+class PostgresSourceJdbcSplittableSnapshotWithXminPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    override val lowerBound: JsonNode?,
+    override val upperBound: JsonNode?,
+    xminUpperBound: JsonNode?,
+    filenode: Filenode?,
+    override val isLowerBoundIncluded: Boolean
+) :
+    PostgresSourceCursorPartition(
+        selectQueryGenerator,
+        streamState,
+        listOf(ctidField),
+        xminField,
+        xminUpperBound,
+        filenode
+    ) {
+    override val completeState: OpaqueStateValue
+        get() =
+            when (upperBound) {
+                null ->
+                    PostgresSourceJdbcStreamStateValue.xminIncrementalCheckpoint(cursorUpperBound)
+                else ->
+                    PostgresSourceJdbcStreamStateValue.snapshotWithXminCheckpoint(
+                        upperBound,
+                        cursorUpperBound,
+                        filenode
+                    )
+            }
+
+    override val cursorUpperBoundQuery: SelectQuery
+        get() = xminCursorUpperBoundQuery
+
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
+        PostgresSourceJdbcStreamStateValue.snapshotWithXminCheckpoint(
+            lastRecord.nonEmittedData.toJson()["ctid"],
+            cursorUpperBound,
+            filenode
+        )
+}
+
+class PostgresSourceJdbcSplittableSnapshotWithCursorPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    override val lowerBound: JsonNode?,
+    override val upperBound: JsonNode?,
+    cursor: DataField,
+    cursorUpperBound: JsonNode?,
+    filenode: Filenode?,
+    override val isLowerBoundIncluded: Boolean
+) :
+    PostgresSourceCursorPartition(
+        selectQueryGenerator,
+        streamState,
+        listOf(ctidField),
+        cursor,
+        cursorUpperBound,
+        filenode
+    ) {
+
+    override val completeState: OpaqueStateValue
+        get() =
+            when (upperBound) {
+                null ->
+                    PostgresSourceJdbcStreamStateValue.cursorIncrementalCheckpoint(
+                        cursor,
+                        cursorUpperBound,
+                    )
+                else ->
+                    PostgresSourceJdbcStreamStateValue.snapshotWithCursorCheckpoint(
+                        upperBound,
+                        cursor,
+                        cursorUpperBound,
+                        filenode,
+                    )
+            }
+
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
+        PostgresSourceJdbcStreamStateValue.snapshotWithCursorCheckpoint(
+            lastRecord.nonEmittedData.toJson()["ctid"],
+            cursor,
+            cursorUpperBound,
+            filenode,
+        )
+}
+
+class PostgresSourceJdbcXminIncrementalPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    val xminLowerBound: JsonNode?,
+    override val isLowerBoundIncluded: Boolean,
+    xminUpperBound: JsonNode?,
+) :
+    PostgresSourceCursorPartition(
+        selectQueryGenerator,
+        streamState,
+        listOf(xminField),
+        xminField,
+        xminUpperBound,
+        null
+    ) {
+    override val lowerBound: JsonNode? = xminLowerBound
+    override val upperBound: JsonNode
+        get() = cursorUpperBound
+
+    override val cursorUpperBoundQuery: SelectQuery
+        get() = xminCursorUpperBoundQuery
+
+    override fun samplingQuery(sampleRateInvPow2: Int): SelectQuery {
+        val sampleSize: Int = streamState.sharedState.maxSampleSize
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns(listOf(xminField) + (stream.fields).distinct()),
+                From(stream.name, stream.namespace),
+                limit = Limit(sampleSize.toLong())
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+
+    override val nonResumableQuerySpec: SelectQuerySpec
+        get() = SelectQuerySpec(SelectColumns(stream.fields), from, where)
+
+    override val completeState: OpaqueStateValue
+        get() = PostgresSourceJdbcStreamStateValue.xminIncrementalCheckpoint(cursorUpperBound)
+
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
+        PostgresSourceJdbcStreamStateValue.xminIncrementalCheckpoint(
+            lastRecord.nonEmittedData.toJson()[cursor.id] ?: Jsons.nullNode(),
+        )
+}
+
+class PostgresSourceJdbcCursorIncrementalPartition(
+    selectQueryGenerator: SelectQueryGenerator,
+    streamState: PostgresSourceJdbcStreamState,
+    cursor: DataField,
+    val cursorLowerBound: JsonNode,
+    override val isLowerBoundIncluded: Boolean,
+    cursorUpperBound: JsonNode?,
+) :
+    PostgresSourceCursorPartition(
+        selectQueryGenerator,
+        streamState,
+        listOf(cursor),
+        cursor,
+        cursorUpperBound,
+        null // Incremental partitions do not track filenode
+    ) {
+    override val lowerBound: JsonNode = cursorLowerBound
+    override val upperBound: JsonNode
+        get() = cursorUpperBound
+
+    override val nonResumableQuerySpec: SelectQuerySpec
+        get() = SelectQuerySpec(SelectColumns(stream.fields), from, where)
+
+    override fun resumableQuery(limit: Long): SelectQuery {
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns((stream.fields).distinct()),
+                from,
+                where,
+                OrderBy(cursor),
+                Limit(limit)
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+
+    override fun samplingQuery(sampleRateInvPow2: Int): SelectQuery {
+        val sampleSize: Int = streamState.sharedState.maxSampleSize
+        val querySpec =
+            SelectQuerySpec(
+                SelectColumns((stream.fields).distinct()),
+                From(stream.name, stream.namespace),
+                limit = Limit(sampleSize.toLong())
+            )
+        return selectQueryGenerator.generate(querySpec.optimize())
+    }
+
+    override val completeState: OpaqueStateValue
+        get() =
+            PostgresSourceJdbcStreamStateValue.cursorIncrementalCheckpoint(
+                cursor,
+                cursorUpperBound,
+            )
+    override fun incompleteState(lastRecord: SelectQuerier.ResultRow): OpaqueStateValue =
+        PostgresSourceJdbcStreamStateValue.cursorIncrementalCheckpoint(
+            cursor,
+            lastRecord.data.toJson()[cursor.id] ?: Jsons.nullNode(),
+        )
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionFactory.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionFactory.kt
new file mode 100644
index 000000000000..6f9bfee685b2
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionFactory.kt
@@ -0,0 +1,600 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import com.fasterxml.jackson.databind.JsonNode
+import edu.umd.cs.findbugs.annotations.SuppressFBWarnings
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.StreamIdentifier
+import io.airbyte.cdk.command.JdbcSourceConfiguration
+import io.airbyte.cdk.command.OpaqueStateValue
+import io.airbyte.cdk.discover.DataField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.jdbc.JdbcFieldType
+import io.airbyte.cdk.jdbc.LongFieldType
+import io.airbyte.cdk.output.CatalogValidationFailureHandler
+import io.airbyte.cdk.output.InvalidCursor
+import io.airbyte.cdk.output.InvalidPrimaryKey
+import io.airbyte.cdk.output.ResetStream
+import io.airbyte.cdk.read.ConfiguredSyncMode
+import io.airbyte.cdk.read.DefaultJdbcSharedState
+import io.airbyte.cdk.read.DefaultJdbcStreamState
+import io.airbyte.cdk.read.JdbcPartitionFactory
+import io.airbyte.cdk.read.JdbcStreamState
+import io.airbyte.cdk.read.Stream
+import io.airbyte.cdk.read.StreamFeedBootstrap
+import io.airbyte.cdk.read.querySingleValue
+import io.airbyte.cdk.util.Jsons
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcPartitionFactory.FilenodeChangeType.FILENODE_CHANGED
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcPartitionFactory.FilenodeChangeType.FILENODE_NEW_STREAM
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcPartitionFactory.FilenodeChangeType.FILENODE_NOT_FOUND
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcPartitionFactory.FilenodeChangeType.FILENODE_NO_CHANGE
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcPartitionFactory.FilenodeChangeType.NO_FILENODE
+import io.airbyte.integrations.source.postgres.config.CdcIncrementalConfiguration
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.airbyte.integrations.source.postgres.config.UserDefinedCursorIncrementalConfiguration
+import io.airbyte.integrations.source.postgres.config.XminIncrementalConfiguration
+import io.airbyte.integrations.source.postgres.ctid.Ctid
+import io.airbyte.integrations.source.postgres.operations.PostgresSourceSelectQueryGenerator
+import io.airbyte.integrations.source.postgres.operations.PostgresSourceSelectQueryGenerator.Companion.toQualifiedTableName
+import io.github.oshai.kotlinlogging.KotlinLogging
+import io.micronaut.context.annotation.Primary
+import jakarta.inject.Singleton
+import java.util.concurrent.ConcurrentHashMap
+import java.util.concurrent.atomic.AtomicLong
+
+@Primary
+@Singleton
+open class PostgresSourceJdbcPartitionFactory(
+    override val sharedState: DefaultJdbcSharedState,
+    val selectQueryGenerator: PostgresSourceSelectQueryGenerator,
+    val config: PostgresSourceConfiguration,
+    val handler: CatalogValidationFailureHandler,
+    val connectionFactory: PostgresSourceJdbcConnectionFactory,
+) :
+    JdbcPartitionFactory<
+        DefaultJdbcSharedState,
+        PostgresSourceJdbcStreamState,
+        PostgresSourceJdbcPartition,
+    > {
+    private val streamStates = ConcurrentHashMap<StreamIdentifier, PostgresSourceJdbcStreamState>()
+
+    override fun streamState(
+        streamFeedBootstrap: StreamFeedBootstrap
+    ): PostgresSourceJdbcStreamState =
+        streamStates.getOrPut(streamFeedBootstrap.feed.id) {
+            PostgresSourceJdbcStreamState(DefaultJdbcStreamState(sharedState, streamFeedBootstrap))
+        }
+
+    private fun coldStart(
+        streamState: PostgresSourceJdbcStreamState,
+        filenode: Filenode?
+    ): PostgresSourceJdbcPartition {
+        val stream: Stream = streamState.stream
+        if (stream.configuredSyncMode == ConfiguredSyncMode.FULL_REFRESH || config.global) {
+            return filenode?.let {
+                PostgresSourceJdbcSplittableSnapshotPartition(
+                    selectQueryGenerator,
+                    streamState,
+                    lowerBound = null,
+                    upperBound = null,
+                    filenode,
+                    true
+                )
+            }
+                ?: PostgresSourceJdbcUnsplittableSnapshotPartition(
+                    selectQueryGenerator,
+                    streamState
+                )
+        }
+        when (config.incrementalConfiguration) {
+            is XminIncrementalConfiguration -> {
+                return filenode?.let {
+                    PostgresSourceJdbcSplittableSnapshotWithXminPartition(
+                        selectQueryGenerator,
+                        streamState,
+                        null,
+                        null,
+                        null,
+                        filenode,
+                        true
+                    )
+                }
+                    ?: error(
+                        "Unexpected incremental sync for a table ${stream.id} with no filenode."
+                    )
+            }
+            is UserDefinedCursorIncrementalConfiguration -> {
+                val cursorChosenFromCatalog: DataField =
+                    stream.configuredCursor as? DataField ?: throw ConfigErrorException("no cursor")
+                return filenode?.let {
+                    PostgresSourceJdbcSplittableSnapshotWithCursorPartition(
+                        selectQueryGenerator,
+                        streamState,
+                        lowerBound = null,
+                        upperBound = null,
+                        cursorChosenFromCatalog,
+                        cursorUpperBound = null,
+                        filenode,
+                        true
+                    )
+                }
+                    ?: PostgresSourceJdbcUnsplittableSnapshotWithCursorPartition(
+                        selectQueryGenerator,
+                        streamState,
+                        cursorChosenFromCatalog,
+                    )
+            }
+            else -> throw RuntimeException("Encountered unrecognized configuration")
+        }
+    }
+
+    val tidRangeScanCapableDBServer: Boolean by
+        lazy(mode = LazyThreadSafetyMode.SYNCHRONIZED) {
+            isTidRangeScanCapableDBServer(connectionFactory)
+        }
+
+    override fun create(streamFeedBootstrap: StreamFeedBootstrap): PostgresSourceJdbcPartition? {
+        val stream: Stream = streamFeedBootstrap.feed
+        val streamState: PostgresSourceJdbcStreamState = streamState(streamFeedBootstrap)
+        val opaqueStateValue: OpaqueStateValue? = streamFeedBootstrap.currentState
+
+        // An empty table stream state will be marked as a nullNode. This prevents repeated attempts
+        // to read it.
+        if (opaqueStateValue?.isNull == true) {
+            return null
+        }
+
+        val filenode: Filenode? =
+            when (tidRangeScanCapableDBServer) {
+                true -> getStreamFilenode(streamState)
+                false -> null
+            }
+        val fileNodeChange: FilenodeChangeType = detectStreamFilenodeChange(streamState, filenode)
+
+        if (opaqueStateValue == null) {
+            return coldStart(streamState, filenode)
+        }
+
+        val sv: PostgresSourceJdbcStreamStateValue by lazy { streamState.stateValue!! }
+
+        when (config.incrementalConfiguration) {
+            is UserDefinedCursorIncrementalConfiguration -> {
+                val isCursorBasedIncremental: Boolean =
+                    stream.configuredSyncMode == ConfiguredSyncMode.INCREMENTAL
+                val cursorPair: Pair<DataField, JsonNode>? =
+                    if (sv.cursors.isEmpty()) {
+                        null
+                    } else {
+                        sv.cursorPair(stream)
+                            ?: run {
+                                handler.accept(ResetStream(stream.id))
+                                streamState.reset()
+                                return coldStart(streamState, filenode)
+                            }
+                    }
+
+                return if (cursorPair == null) {
+                    if (isCursorBasedIncremental) {
+                        handler.accept(ResetStream(stream.id))
+                        streamState.reset()
+                        coldStart(streamState, filenode)
+                    } else if (streamState.maybeCtid == null) {
+                        // Snapshot complete
+                        null
+                    } else {
+                        // Snapshot ongoing
+                        if (fileNodeChange !in listOf(FILENODE_NO_CHANGE, FILENODE_NOT_FOUND)) {
+                            handler.accept(InvalidPrimaryKey(stream.id, listOf(ctidField.id)))
+                            streamState.reset()
+                            coldStart(streamState, filenode)
+                        } else {
+                            PostgresSourceJdbcSplittableSnapshotPartition(
+                                selectQueryGenerator,
+                                streamState,
+                                lowerBound = Jsons.textNode(streamState.maybeCtid!!.toString()),
+                                upperBound = null,
+                                filenode,
+                                true
+                            )
+                        }
+                    }
+                } else {
+                    val (cursor: DataField, cursorCheckpoint: JsonNode) = cursorPair
+                    if (
+                        !isCursorBasedIncremental ||
+                            fileNodeChange !in
+                                listOf(
+                                    FILENODE_NO_CHANGE,
+                                    NO_FILENODE,
+                                    FILENODE_NEW_STREAM,
+                                )
+                    ) {
+                        handler.accept(ResetStream(stream.id))
+                        streamState.reset()
+                        coldStart(streamState, filenode)
+                    } else if (streamState.maybeCtid != null) {
+                        // Snapshot ongoing
+                        PostgresSourceJdbcSplittableSnapshotWithCursorPartition(
+                            selectQueryGenerator,
+                            streamState,
+                            lowerBound = Jsons.textNode(streamState.maybeCtid.toString()),
+                            upperBound = null,
+                            cursor,
+                            cursorCheckpoint,
+                            filenode,
+                            true
+                        )
+                    } else if (cursorCheckpoint == streamState.cursorUpperBound) {
+                        // Incremental complete
+                        null
+                    } else {
+                        filenode?.run { // Incremental ongoing
+                            PostgresSourceJdbcCursorIncrementalPartition(
+                                selectQueryGenerator,
+                                streamState,
+                                cursor,
+                                cursorLowerBound = cursorCheckpoint,
+                                isLowerBoundIncluded = true,
+                                cursorUpperBound = streamState.cursorUpperBound,
+                            )
+                        }
+                            ?: PostgresSourceJdbcUnsplittableCursorIncrementalPartition(
+                                selectQueryGenerator,
+                                streamState,
+                                cursor,
+                                cursorLowerBound = cursorCheckpoint,
+                                isLowerBoundIncluded = true,
+                                explicitCursorUpperBound = streamState.cursorUpperBound,
+                            )
+                    }
+                }
+            }
+            is XminIncrementalConfiguration -> {
+                return when (stream.configuredSyncMode) {
+                    ConfiguredSyncMode.FULL_REFRESH -> {
+                        if (fileNodeChange in listOf(FILENODE_CHANGED, FILENODE_NOT_FOUND)) {
+                            handler.accept(ResetStream(stream.id))
+                            streamState.reset()
+                            coldStart(streamState, filenode)
+                        }
+                        if (streamState.maybeCtid == null) {
+                            // snapshot done
+                            null
+                        } else {
+                            // snapshot ongoing
+                            PostgresSourceJdbcSplittableSnapshotPartition(
+                                selectQueryGenerator,
+                                streamState,
+                                lowerBound = Jsons.textNode(streamState.maybeCtid.toString()),
+                                upperBound = null,
+                                filenode,
+                                true
+                            )
+                        }
+                    }
+                    ConfiguredSyncMode.INCREMENTAL -> {
+                        if (fileNodeChange in listOf(FILENODE_CHANGED, FILENODE_NOT_FOUND)) {
+                            handler.accept(ResetStream(stream.id))
+                            streamState.reset()
+                            coldStart(streamState, filenode)
+                        }
+                        if (streamState.maybeCtid != null) {
+                            // snapshot ongoing
+                            PostgresSourceJdbcSplittableSnapshotWithXminPartition(
+                                selectQueryGenerator,
+                                streamState,
+                                Jsons.textNode(streamState.maybeCtid.toString()),
+                                null,
+                                sv.xmin,
+                                filenode,
+                                true
+                            )
+                        } else if (sv.xmin == streamState.cursorUpperBound) {
+                            // Incremental done
+                            null
+                        } else {
+                            filenode?.let { // Incremental ongoing
+                                PostgresSourceJdbcXminIncrementalPartition(
+                                    selectQueryGenerator,
+                                    streamState,
+                                    xminLowerBound = sv.xmin,
+                                    isLowerBoundIncluded = true,
+                                    xminUpperBound = streamState.cursorUpperBound,
+                                )
+                            }
+                                ?: error(
+                                    "Unexpected incremental sync for a table ${stream.id} with no filenode."
+                                )
+                        }
+                    }
+                }
+            }
+            is CdcIncrementalConfiguration -> {
+                // TODO: Same as Xmin full refresh. Refactor to DRY.
+                return if (fileNodeChange in listOf(FILENODE_CHANGED, FILENODE_NOT_FOUND)) {
+                    handler.accept(ResetStream(stream.id))
+                    streamState.reset()
+                    coldStart(streamState, filenode)
+                } else if (streamState.maybeCtid == null) {
+                    // snapshot done
+                    null
+                } else {
+                    // snapshot ongoing
+                    PostgresSourceJdbcSplittableSnapshotPartition(
+                        selectQueryGenerator,
+                        streamState,
+                        lowerBound = Jsons.textNode(streamState.maybeCtid.toString()),
+                        upperBound = null,
+                        filenode,
+                        true
+                    )
+                }
+            }
+        }
+    }
+
+    enum class FilenodeChangeType {
+        NO_FILENODE,
+        FILENODE_NOT_FOUND,
+        FILENODE_NEW_STREAM,
+        FILENODE_CHANGED,
+        FILENODE_NO_CHANGE,
+    }
+
+    private fun getStreamFilenode(streamState: JdbcStreamState<*>): Filenode? {
+        return getStreamFilenode(streamState, connectionFactory)
+    }
+
+    companion object {
+        private val log = KotlinLogging.logger {}
+        fun getStreamFilenode(
+            streamState: JdbcStreamState<*>,
+            jdbcConnectionFactory: JdbcConnectionFactory
+        ): Filenode? {
+            log.info { "Querying filenode for stream ${streamState.stream.id}" }
+            val sql = "SELECT pg_relation_filenode(?::regclass)"
+            val jdbcFieldType: JdbcFieldType<*> = LongFieldType
+            val filenode: Any? =
+                querySingleValue(
+                    jdbcConnectionFactory,
+                    sql,
+                    { stmt ->
+                        stmt.setString(
+                            1,
+                            with(streamState.stream) { toQualifiedTableName(namespace, name) }
+                        )
+                    },
+                    { rs -> jdbcFieldType.jdbcGetter.get(rs, 1) }
+                )
+            log.info { "Filenode for stream ${streamState.stream.id}: ${filenode ?: "not found"}" }
+            return filenode as? Filenode
+        }
+
+        const val POSTGRESQL_VERSION_TID_RANGE_SCAN_CAPABLE: Int = 14
+        fun isTidRangeScanCapableDBServer(jdbcConnectionFactory: JdbcConnectionFactory): Boolean {
+            jdbcConnectionFactory.get().use { connection ->
+                try {
+                    return connection.metaData.databaseMajorVersion >=
+                        POSTGRESQL_VERSION_TID_RANGE_SCAN_CAPABLE
+                } catch (e: Exception) {
+                    log.error(e) { "Failed to get database major version" }
+                    return true
+                }
+            }
+        }
+
+        var cachedBlockSize: AtomicLong? = null
+
+        @Synchronized
+        fun blockSize(config: JdbcSourceConfiguration): Long {
+            if (cachedBlockSize == null) {
+                log.info { "Querying server block size setting." }
+                cachedBlockSize =
+                    AtomicLong(
+                        querySingleValue(
+                            JdbcConnectionFactory(config),
+                            "SELECT current_setting('block_size')::int",
+                            null,
+                            { rs -> rs.getLong(1) }
+                        )
+                    )
+                log.info { "Server block size is $cachedBlockSize." }
+            }
+            return cachedBlockSize?.get()!!
+        }
+    }
+
+    private fun detectStreamFilenodeChange(
+        streamState: PostgresSourceJdbcStreamState,
+        filenode: Filenode?
+    ): FilenodeChangeType =
+        when {
+            // No filenode - a view?
+            streamState.maybeFilenode == null && filenode == null -> NO_FILENODE
+            // New stream - filenode assigned
+            streamState.maybeFilenode == null -> FILENODE_NEW_STREAM
+            // Existing stream - filenode disappeared
+            filenode == null -> FILENODE_NOT_FOUND
+            // Existing stream - filenode changed. Must start over reading from ctid (0,0)
+            streamState.maybeFilenode != filenode -> FILENODE_CHANGED
+            // filenode unchanged - all good
+            else -> FILENODE_NO_CHANGE
+        }
+    private fun PostgresSourceJdbcStreamStateValue.cursorPair(
+        stream: Stream
+    ): Pair<DataField, JsonNode>? {
+        if (cursors.size > 1) {
+            handler.accept(
+                InvalidCursor(stream.id, cursors.keys.toString()),
+            )
+            return null
+        }
+        val cursorLabel: String = cursors.keys.first()
+        val cursor: DataOrMetaField? = stream.schema.find { it.id == cursorLabel }
+        if (cursor !is DataField) {
+            handler.accept(
+                InvalidCursor(stream.id, cursorLabel),
+            )
+            return null
+        }
+        if (stream.configuredCursor != cursor) {
+            handler.accept(
+                InvalidCursor(stream.id, cursorLabel),
+            )
+            return null
+        }
+        return cursor to cursors[cursorLabel]!!
+    }
+
+    @SuppressFBWarnings(
+        value = ["SQL_PREPARED_STATEMENT_GENERATED_FROM_NONCONSTANT_STRING"],
+        justification = "testing"
+    )
+    private fun relationSize(stream: Stream): Long {
+        val sql = "SELECT pg_relation_size(?)"
+        return querySingleValue(
+            JdbcConnectionFactory(sharedState.configuration),
+            sql,
+            { stmt -> stmt.setString(1, toQualifiedTableName(stream.namespace, stream.name)) },
+            { rs ->
+                return@querySingleValue rs.getLong(1)
+            }
+        )
+    }
+
+    override fun split(
+        unsplitPartition: PostgresSourceJdbcPartition,
+        opaqueStateValues: List<OpaqueStateValue>
+    ): List<PostgresSourceJdbcPartition> {
+        val splitPartitionBoundaries: List<PostgresSourceJdbcStreamStateValue> by lazy {
+            opaqueStateValues.map {
+                Jsons.treeToValue(it, PostgresSourceJdbcStreamStateValue::class.java)
+            }
+        }
+
+        // pg_relation_size returns the size of the table on disk, only the data in the main table
+        // file not including indexes or toast data
+        val relationSize = relationSize(unsplitPartition.stream)
+        return when (unsplitPartition) {
+            is PostgresSourceJdbcSplittableSnapshotPartition ->
+                unsplitPartition.split(
+                    splitPartitionBoundaries.size,
+                    splitPartitionBoundaries.first().filenode,
+                    relationSize
+                )
+            is PostgresSourceJdbcSplittableSnapshotWithCursorPartition ->
+                unsplitPartition.split(
+                    splitPartitionBoundaries.size,
+                    splitPartitionBoundaries.first().filenode,
+                    relationSize
+                )
+            is PostgresSourceJdbcSplittableSnapshotWithXminPartition ->
+                unsplitPartition.split(
+                    splitPartitionBoundaries.size,
+                    splitPartitionBoundaries.first().filenode,
+                    relationSize
+                )
+            // TODO: implement split for cursor incremental partition
+            else -> listOf(unsplitPartition)
+        }
+    }
+
+    /**
+     * Given table size and a starting point lower bound, the function will return a list of
+     * (lowerBound, upperBound) pairs for each partition. This is done by calculating the
+     * theoretical last page of the table (table size / block size), then dividing the range to get
+     * to the desired number of partitions.
+     */
+    internal fun computePartitionBounds(
+        lowerBound: JsonNode?,
+        numPartitions: Int,
+        relationSize: Long,
+        blockSize: Long
+    ): List<Pair<Ctid?, Ctid?>> {
+        val theoreticalLastPage: Long = relationSize / blockSize
+        log.info { "Theoretical last page: $theoreticalLastPage" }
+        val lowerBoundCtid: Ctid =
+            lowerBound?.let {
+                if (it.isNull.not() && it.asText().isEmpty().not()) {
+                    Ctid.of(it.asText())
+                } else null
+            }
+                ?: Ctid.ZERO
+        val eachStep: Long =
+            ((theoreticalLastPage - lowerBoundCtid.page) / numPartitions).coerceAtLeast(1)
+        val lbs: List<Ctid?> =
+            listOf(lowerBoundCtid) +
+                (1 until numPartitions).map { Ctid(lowerBoundCtid.page + eachStep * it, 1) }
+        val ubs: List<Ctid?> = lbs.drop(1) + listOf(null)
+
+        return lbs.zip(ubs)
+    }
+
+    private fun PostgresSourceJdbcSplittableSnapshotPartition.split(
+        numPartitions: Int,
+        filenode: Filenode?,
+        relationSize: Long,
+    ): List<PostgresSourceJdbcSplittableSnapshotPartition> {
+        val bounds =
+            computePartitionBounds(lowerBound, numPartitions, relationSize, blockSize(config))
+
+        return bounds.mapIndexed { index, (lowerBound, upperBound) ->
+            PostgresSourceJdbcSplittableSnapshotPartition(
+                selectQueryGenerator,
+                streamState,
+                lowerBound?.let { Jsons.textNode(it.toString()) },
+                upperBound?.let { Jsons.textNode(it.toString()) },
+                filenode,
+                // The first partition includes the lower bound
+                index == 0
+            )
+        }
+    }
+
+    private fun PostgresSourceJdbcSplittableSnapshotWithCursorPartition.split(
+        numPartitions: Int,
+        filenode: Filenode?,
+        relationSize: Long,
+    ): List<PostgresSourceJdbcSplittableSnapshotWithCursorPartition> {
+        val bounds =
+            computePartitionBounds(lowerBound, numPartitions, relationSize, blockSize(config))
+
+        return bounds.mapIndexed { index, (lowerBound, upperBound) ->
+            PostgresSourceJdbcSplittableSnapshotWithCursorPartition(
+                selectQueryGenerator,
+                streamState,
+                lowerBound?.let { Jsons.textNode(it.toString()) },
+                upperBound?.let { Jsons.textNode(it.toString()) },
+                cursor,
+                cursorUpperBound,
+                filenode,
+                // The first partition includes the lower bound
+                index == 0
+            )
+        }
+    }
+
+    private fun PostgresSourceJdbcSplittableSnapshotWithXminPartition.split(
+        numPartitions: Int,
+        filenode: Filenode?,
+        relationSize: Long,
+    ): List<PostgresSourceJdbcSplittableSnapshotWithXminPartition> {
+        val bounds =
+            computePartitionBounds(lowerBound, numPartitions, relationSize, blockSize(config))
+        return bounds.mapIndexed { index, (lowerBound, upperBound) ->
+            PostgresSourceJdbcSplittableSnapshotWithXminPartition(
+                selectQueryGenerator,
+                streamState,
+                lowerBound?.let { Jsons.textNode(it.toString()) },
+                upperBound?.let { Jsons.textNode(it.toString()) },
+                cursorUpperBound,
+                filenode,
+                index == 0
+            )
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionsCreator.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionsCreator.kt
new file mode 100644
index 000000000000..3611c04e8f52
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionsCreator.kt
@@ -0,0 +1,164 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import edu.umd.cs.findbugs.annotations.SuppressFBWarnings
+import io.airbyte.cdk.command.OpaqueStateValue
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.output.sockets.toJson
+import io.airbyte.cdk.read.JdbcConcurrentPartitionsCreator
+import io.airbyte.cdk.read.JdbcCursorPartition
+import io.airbyte.cdk.read.JdbcNonResumablePartitionReader
+import io.airbyte.cdk.read.JdbcPartition
+import io.airbyte.cdk.read.JdbcPartitionFactory
+import io.airbyte.cdk.read.JdbcPartitionsCreator
+import io.airbyte.cdk.read.JdbcPartitionsCreatorFactory
+import io.airbyte.cdk.read.JdbcSharedState
+import io.airbyte.cdk.read.JdbcSplittablePartition
+import io.airbyte.cdk.read.JdbcStreamState
+import io.airbyte.cdk.read.MODE_PROPERTY
+import io.airbyte.cdk.read.PartitionReader
+import io.airbyte.cdk.read.Sample
+import io.airbyte.cdk.read.SelectQuerier
+import io.airbyte.cdk.read.SelectQuery
+import io.airbyte.cdk.read.Stream
+import io.airbyte.cdk.read.querySingleValue
+import io.airbyte.integrations.source.postgres.operations.PostgresSourceSelectQueryGenerator.Companion.toQualifiedTableName
+import io.github.oshai.kotlinlogging.KotlinLogging
+import io.micronaut.context.annotation.Primary
+import io.micronaut.context.annotation.Requires
+import jakarta.inject.Singleton
+import kotlin.random.Random
+import kotlin.use
+
+@Singleton
+@Primary
+@Requires(property = MODE_PROPERTY, value = "concurrent")
+class PostgresSourceConcurrentJdbcPartitionsCreatorFactory<
+    A : JdbcSharedState,
+    S : JdbcStreamState<A>,
+    P : JdbcPartition<S>,
+>(
+    partitionFactory: JdbcPartitionFactory<A, S, P>,
+) : JdbcPartitionsCreatorFactory<A, S, P>(partitionFactory) {
+    override fun partitionsCreator(partition: P): JdbcPartitionsCreator<A, S, P> =
+        PostgresSourceJdbcConcurrentPartitionsCreator(partition, partitionFactory)
+}
+
+class PostgresSourceJdbcConcurrentPartitionsCreator<
+    A : JdbcSharedState, S : JdbcStreamState<A>, P : JdbcPartition<S>>(
+    partition: P,
+    partitionFactory: JdbcPartitionFactory<A, S, P>,
+) : JdbcConcurrentPartitionsCreator<A, S, P>(partition, partitionFactory) {
+    private val log = KotlinLogging.logger {}
+
+    override fun <T> collectSample(
+        recordMapper: (SelectQuerier.ResultRow) -> T,
+    ): Sample<T> {
+        val values = mutableListOf<T>()
+        val samplingQuery: SelectQuery = partition.samplingQuery(0)
+        selectQuerier.executeQuery(samplingQuery).use {
+            for (row in it) {
+                values.add(recordMapper(row))
+            }
+        }
+        val kind: Sample.Kind = if (values.isEmpty()) Sample.Kind.EMPTY else Sample.Kind.LARGE
+        log.info { "Sampled ${values.size} rows in ${kind.name} stream '${stream.label}'." }
+        return Sample(values, kind, 0)
+    }
+
+    override suspend fun run(): List<PartitionReader> {
+        // Ensure that the cursor upper bound is known, if required.
+        if (partition is JdbcCursorPartition<*>) {
+            ensureCursorUpperBound()
+            if (
+                streamState.cursorUpperBound == null || streamState.cursorUpperBound?.isNull == true
+            ) {
+                log.info { "Maximum cursor column value query found that the table was empty." }
+                return listOf(CheckpointOnlyPartitionReader())
+            }
+        }
+        // Handle edge case where the table can't be sampled.
+        if (!sharedState.withSampling) {
+            log.warn {
+                "Table cannot be read by concurrent partition readers because it cannot be sampled."
+            }
+            // TODO: adaptive fetchSize computation?
+            return listOf(JdbcNonResumablePartitionReader(partition))
+        }
+        // Sample the table for partition split boundaries and for record byte sizes.
+        val sample: Sample<Pair<OpaqueStateValue?, Long>> =
+            collectSample { record: SelectQuerier.ResultRow ->
+                val boundary: OpaqueStateValue? =
+                    (partition as? JdbcSplittablePartition<*>)?.incompleteState(record)
+                val rowByteSize: Long =
+                    sharedState.rowByteSizeEstimator().apply(record.data.toJson())
+                boundary to rowByteSize
+            }
+        if (sample.kind == Sample.Kind.EMPTY) {
+            log.info { "Sampling query found that the table was empty." }
+            return listOf(CheckpointOnlyPartitionReader())
+        }
+        val rowByteSizeSample: Sample<Long> = sample.map { (_, rowByteSize: Long) -> rowByteSize }
+        streamState.fetchSize = sharedState.jdbcFetchSizeEstimator().apply(rowByteSizeSample)
+        val expectedTableByteSize: Long = totalRelationSize(stream)
+        log.info { "Table memory size estimated at ${expectedTableByteSize shr 20} MiB." }
+        // Handle edge case where the table can't be split.
+        if (partition !is JdbcSplittablePartition<*>) {
+            log.warn {
+                "Table cannot be read by concurrent partition readers because it cannot be split."
+            }
+            return listOf(JdbcNonResumablePartitionReader(partition))
+        }
+        // Happy path.
+        log.info { "Target partition size is ${sharedState.targetPartitionByteSize shr 20} MiB." }
+        val secondarySamplingRate: Double =
+            if (expectedTableByteSize <= sharedState.targetPartitionByteSize) {
+                0.0
+            } else {
+                val expectedPartitionByteSize: Long =
+                    expectedTableByteSize / sharedState.maxSampleSize
+                if (expectedPartitionByteSize < sharedState.targetPartitionByteSize) {
+                    expectedPartitionByteSize.toDouble() / sharedState.targetPartitionByteSize
+                } else {
+                    1.0
+                }
+            }
+        val random = Random(expectedTableByteSize) // RNG output is repeatable.
+        val splitBoundaries: List<OpaqueStateValue> =
+            sample.sampledValues
+                .filter { random.nextDouble() < secondarySamplingRate }
+                .mapNotNull { (splitBoundary: OpaqueStateValue?, _) -> splitBoundary }
+                .distinct()
+
+        // Handle edge case with empty split boundaries when sampling rate is too low,
+        // causing random filtering to discard all sampled boundaries, which would
+        // lead to division by zero the in the split() function. Fall back to single partition.
+        if (splitBoundaries.isEmpty()) {
+            log.warn { "No split boundaries found, using single partition" }
+            return listOf(JdbcNonResumablePartitionReader(partition))
+        }
+        val partitions: List<JdbcPartition<*>> = partitionFactory.split(partition, splitBoundaries)
+        log.info { "Table will be read by ${partitions.size} concurrent partition reader(s)." }
+        return partitions.map { JdbcNonResumablePartitionReader(it) }
+    }
+
+    /** Get total relation size in bytes for a given table - this includes toast data. */
+    @SuppressFBWarnings(
+        value = ["SQL_PREPARED_STATEMENT_GENERATED_FROM_NONCONSTANT_STRING"],
+        justification = "testing"
+    )
+    private fun totalRelationSize(stream: Stream): Long {
+        val sql = "SELECT pg_total_relation_size(?)"
+        return querySingleValue(
+            JdbcConnectionFactory(sharedState.configuration),
+            sql,
+            { stmt -> stmt.setString(1, toQualifiedTableName(stream.namespace, stream.name)) },
+            { rs ->
+                return@querySingleValue rs.getLong(1)
+            }
+        )
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcStreamState.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcStreamState.kt
new file mode 100644
index 000000000000..74725c92c453
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcStreamState.kt
@@ -0,0 +1,92 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.TransientErrorException
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.read.DefaultJdbcSharedState
+import io.airbyte.cdk.read.DefaultJdbcStreamState
+import io.airbyte.cdk.read.JdbcPartition
+import io.airbyte.cdk.read.JdbcStreamState
+import io.airbyte.cdk.util.Jsons
+import io.airbyte.integrations.source.postgres.PostgresSourceMetadataQuerier.Companion.dbNumWraparound
+import io.airbyte.integrations.source.postgres.ctid.Ctid
+import io.github.oshai.kotlinlogging.KotlinLogging
+
+typealias Filenode = Long
+
+/** Delegates to [DefaultJdbcStreamState] except for [maybeFilenode]. */
+class PostgresSourceJdbcStreamState(val base: DefaultJdbcStreamState) :
+    JdbcStreamState<DefaultJdbcSharedState> by base {
+    private val log = KotlinLogging.logger {}
+    val stateValue: PostgresSourceJdbcStreamStateValue?
+        get() =
+            streamFeedBootstrap.currentState?.let {
+                val ver =
+                    Jsons.treeToValue(
+                        it,
+                        PostgresSourceJdbcV2VersionOnlyStreamStateValue::class.java
+                    )
+                when (ver?.version) {
+                    2 ->
+                        PostgresSourceJdbcV2CompatibilityStreamStateValue.toV3StateValue(
+                            Jsons.treeToValue(
+                                it,
+                                PostgresSourceJdbcV2CompatibilityStreamStateValue::class.java
+                            ),
+                            streamFeedBootstrap.feed
+                        )
+                    3 -> Jsons.treeToValue(it, PostgresSourceJdbcStreamStateValue::class.java)
+                    else -> {
+                        log.warn { "State version not specified. Defaulting to V3" }
+                        Jsons.treeToValue(it, PostgresSourceJdbcStreamStateValue::class.java)
+                    }
+                }
+            }
+
+    val maybeFilenode: Filenode?
+        get() = stateValue?.filenode
+    val maybeCtid: Ctid?
+        get() = stateValue?.let { sv -> sv.ctid?.let { Ctid.of(it) } }
+
+    override fun validatePartition(
+        partition: JdbcPartition<*>,
+        jdbcConnectionFactory: JdbcConnectionFactory
+    ) {
+        val savedFilenode: Filenode? =
+            when (partition) {
+                is PostgresSourceJdbcSplittableSnapshotPartition -> partition.filenode
+                is PostgresSourceJdbcSplittableSnapshotWithCursorPartition -> partition.filenode
+                is PostgresSourceJdbcSplittableSnapshotWithXminPartition -> partition.filenode
+                else -> null
+            }
+        savedFilenode?.let {
+            val currentFilenode: Filenode? =
+                PostgresSourceJdbcPartitionFactory.getStreamFilenode(
+                    partition.streamState,
+                    jdbcConnectionFactory
+                )
+
+            if (currentFilenode != savedFilenode) {
+                throw TransientErrorException(
+                    "Full vacuum on table ${partition.streamState.stream.id} detected. Filenode changed from ${savedFilenode} to $currentFilenode"
+                )
+            }
+        }
+
+        // We want to sense and stop if an xmin wraparound occurred mid-sync sync.
+        if (
+            partition is PostgresSourceJdbcSplittableSnapshotWithXminPartition ||
+                partition is PostgresSourceJdbcXminIncrementalPartition
+        ) {
+            jdbcConnectionFactory.get().use { conn ->
+                if (dbNumWraparound(conn) > 0) {
+                    throw ConfigErrorException(PostgresSourceMetadataQuerier.xminWraparoundError)
+                }
+            }
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcStreamStateValue.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcStreamStateValue.kt
new file mode 100644
index 000000000000..b90a71efb386
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcStreamStateValue.kt
@@ -0,0 +1,110 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import com.fasterxml.jackson.annotation.JsonProperty
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.command.OpaqueStateValue
+import io.airbyte.cdk.discover.DataField
+import io.airbyte.cdk.util.Jsons
+
+data class PostgresSourceJdbcStreamStateValue(
+    @JsonProperty("version") val version: Int = 3,
+    @JsonProperty("state_type") val stateType: String = StateType.CURSOR_BASED.serialized,
+    @JsonProperty("stream_name") val streamName: String = "",
+    @JsonProperty("stream_namespace") val streamNamespace: String = "",
+    @JsonProperty("ctid") val ctid: String? = null,
+    @JsonProperty("cursors") val cursors: Map<String, JsonNode> = mapOf(),
+    @JsonProperty("relation_filenode") val filenode: Filenode? = null,
+    @JsonProperty("xmin") val xmin: JsonNode? = null,
+) {
+    companion object {
+        val snapshotCompleted: OpaqueStateValue
+            get() =
+                Jsons.valueToTree(
+                    PostgresSourceJdbcStreamStateValue(
+                        stateType = StateType.CTID_BASED.serialized,
+                    )
+                )
+
+        fun snapshotCheckpoint(
+            ctidCheckpoint: JsonNode,
+            filenode: Filenode?,
+        ): OpaqueStateValue =
+            Jsons.valueToTree(
+                PostgresSourceJdbcStreamStateValue(
+                    ctid = ctidCheckpoint.asText(),
+                    filenode = filenode,
+                    stateType = StateType.CTID_BASED.serialized,
+                )
+            )
+
+        fun cursorIncrementalCheckpoint(
+            cursor: DataField,
+            cursorCheckpoint: JsonNode,
+        ): OpaqueStateValue =
+            when (cursorCheckpoint.isNull) {
+                true -> Jsons.nullNode()
+                false ->
+                    Jsons.valueToTree(
+                        PostgresSourceJdbcStreamStateValue(
+                            cursors = mapOf(cursor.id to cursorCheckpoint),
+                        )
+                    )
+            }
+
+        fun xminIncrementalCheckpoint(
+            xminCheckpoint: JsonNode,
+        ): OpaqueStateValue =
+            if (xminCheckpoint.isNull) {
+                Jsons.nullNode()
+            } else {
+                Jsons.valueToTree(
+                    PostgresSourceJdbcStreamStateValue(
+                        stateType = StateType.XMIN_BASED.serialized,
+                        xmin = xminCheckpoint,
+                    ),
+                )
+            }
+
+        fun snapshotWithCursorCheckpoint(
+            ctidCheckpoint: JsonNode,
+            cursor: DataField,
+            cursorCheckpoint: JsonNode,
+            filenode: Filenode?,
+        ): OpaqueStateValue =
+            Jsons.valueToTree(
+                PostgresSourceJdbcStreamStateValue(
+                    ctid = ctidCheckpoint.asText(),
+                    cursors = mapOf(cursor.id to cursorCheckpoint),
+                    filenode = filenode,
+                    stateType = StateType.CTID_BASED.serialized,
+                )
+            )
+
+        fun snapshotWithXminCheckpoint(
+            ctidCheckpoint: JsonNode,
+            xminCheckpoint: JsonNode,
+            filenode: Filenode?,
+        ): OpaqueStateValue =
+            Jsons.valueToTree(
+                PostgresSourceJdbcStreamStateValue(
+                    ctid = ctidCheckpoint.asText(),
+                    xmin = xminCheckpoint,
+                    filenode = filenode,
+                    stateType = StateType.CTID_BASED.serialized,
+                )
+            )
+    }
+}
+
+enum class StateType {
+    CTID_BASED,
+    CURSOR_BASED,
+    XMIN_BASED,
+    ;
+
+    val serialized: String = name.lowercase()
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcV2CompatibilityStreamStateValue.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcV2CompatibilityStreamStateValue.kt
new file mode 100644
index 000000000000..7928ec12324a
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcV2CompatibilityStreamStateValue.kt
@@ -0,0 +1,218 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import com.fasterxml.jackson.annotation.JsonProperty
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.BinaryNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.data.LocalDateTimeCodec
+import io.airbyte.cdk.data.OffsetDateTimeCodec
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.read.Stream
+import io.airbyte.cdk.util.Jsons
+import java.time.LocalDateTime
+import java.time.OffsetDateTime
+import java.time.ZoneOffset.UTC
+import java.time.format.DateTimeFormatter
+import java.time.format.DateTimeFormatterBuilder
+import java.time.format.DateTimeParseException
+import java.time.temporal.ChronoField
+import java.util.*
+import kotlin.collections.emptyMap
+
+data class PostgresSourceJdbcV2VersionOnlyStreamStateValue(
+    @JsonProperty("version") val version: Int?,
+)
+
+data class PostgresSourceJdbcV2CompatibilityStreamStateValue(
+    @JsonProperty("version") val version: Int,
+    @JsonProperty("state_type") val stateType: String, /*= StateType.CURSOR_BASED.serialized,*/
+    @JsonProperty("ctid") val ctid: String?,
+    @JsonProperty("incremental_state") val incrementalState: JsonNode?,
+    @JsonProperty("relation_filenode") val filenode: Filenode?,
+    @JsonProperty("cursor_field") val cursorField: List<String>?,
+    @JsonProperty("cursor") val cursorValue: JsonNode?,
+    @JsonProperty("num_wraparound") val numWraparound: Long?,
+    @JsonProperty("xmin_raw_value") val xminRawValue: Long?,
+    @JsonProperty("xmin_xid_value") val xminXidValue: Long?,
+) {
+    companion object {
+        fun toV3StateValue(
+            v2: PostgresSourceJdbcV2CompatibilityStreamStateValue,
+            stream: Stream
+        ): PostgresSourceJdbcStreamStateValue {
+
+            // the internal incremental_state value
+            val incrementalState: PostgresSourceJdbcV2CompatibilityStreamStateValue? by lazy {
+                v2.incrementalState?.let {
+                    if (it.isNull || it.isEmpty) {
+                        return@let null
+                    }
+                    Jsons.treeToValue(
+                        it,
+                        PostgresSourceJdbcV2CompatibilityStreamStateValue::class.java
+                    )
+                }
+            }
+
+            val v3 =
+                PostgresSourceJdbcStreamStateValue(
+                    version = 3,
+                    stateType = V2StateType.valueOf(v2.stateType).toV3().serialized,
+                    ctid = v2.ctid,
+                    filenode = v2.filenode,
+                    cursors =
+                        when (v2.stateType) {
+                            V2StateType.cursor_based.serialized -> {
+                                buildCursorMap(stream, v2.cursorField, v2.cursorValue)
+                            }
+                            V2StateType.ctid.serialized ->
+                                incrementalState?.let {
+                                    when (it.stateType) {
+                                        V2StateType.cursor_based.serialized -> {
+                                            buildCursorMap(stream, it.cursorField, it.cursorValue)
+                                        }
+                                        else -> emptyMap()
+                                    }
+                                }
+                                    ?: emptyMap()
+                            else -> emptyMap()
+                        },
+                    xmin =
+                        when (v2.stateType) {
+                            V2StateType.xmin.serialized ->
+                                v2.xminXidValue?.let { xminXid ->
+                                    Jsons.valueToTree(xminXid) as JsonNode
+                                }
+                            V2StateType.ctid.serialized -> {
+                                incrementalState?.let {
+                                    when (it.stateType) {
+                                        V2StateType.xmin.serialized -> {
+                                            it.xminXidValue?.let { xminXid ->
+                                                Jsons.valueToTree(xminXid) as JsonNode
+                                            }
+                                        }
+                                        else -> null
+                                    }
+                                }
+                            }
+                            else -> null
+                        }
+                )
+
+            return v3
+        }
+
+        private fun buildCursorMap(
+            stream: Stream,
+            cursorFieldNames: List<String>?,
+            cursorValue: JsonNode?
+        ): Map<String, JsonNode> {
+            val cursorField: EmittedField? =
+                stream.fields.firstOrNull { it.id == cursorFieldNames?.firstOrNull() }
+            val cursorValueText: String? =
+                cursorValue?.takeUnless { it.isNull }?.asText().takeUnless { it.isNullOrBlank() }
+            return if (cursorField != null && cursorValueText != null) {
+                mapOf(cursorField.id to stateValueToJsonNode(cursorField, cursorValueText))
+            } else {
+                emptyMap()
+            }
+        }
+    }
+}
+
+enum class V2StateType {
+    ctid,
+    cursor_based,
+    xmin;
+
+    val serialized: String = name
+
+    fun toV3(): StateType =
+        when (this) {
+            ctid -> StateType.CTID_BASED
+            cursor_based -> StateType.CURSOR_BASED
+            xmin -> StateType.XMIN_BASED
+        }
+}
+
+fun stateValueToJsonNode(field: DataOrMetaField, stateValue: String?): JsonNode {
+    when (field.type.airbyteSchemaType) {
+        is LeafAirbyteSchemaType ->
+            return when (field.type.airbyteSchemaType as LeafAirbyteSchemaType) {
+                LeafAirbyteSchemaType.INTEGER -> {
+                    Jsons.valueToTree(stateValue?.toBigInteger())
+                }
+                LeafAirbyteSchemaType.NUMBER -> {
+                    Jsons.valueToTree(stateValue?.toDouble())
+                }
+                LeafAirbyteSchemaType.BINARY -> {
+                    try {
+                        val ba = Base64.getDecoder().decode(stateValue!!)
+                        Jsons.valueToTree<BinaryNode>(ba)
+                    } catch (_: RuntimeException) {
+                        Jsons.valueToTree<JsonNode>(stateValue)
+                    }
+                }
+                LeafAirbyteSchemaType.TIMESTAMP_WITHOUT_TIMEZONE -> {
+                    val timestampInStatePattern = "yyyy-MM-dd'T'HH:mm:ss"
+                    try {
+                        val formatter: DateTimeFormatter =
+                            DateTimeFormatterBuilder()
+                                .appendPattern(timestampInStatePattern)
+                                .optionalStart()
+                                .appendFraction(ChronoField.NANO_OF_SECOND, 1, 9, true)
+                                .optionalEnd()
+                                .toFormatter()
+
+                        Jsons.textNode(
+                            LocalDateTime.parse(stateValue, formatter)
+                                .format(LocalDateTimeCodec.formatter)
+                        )
+                    } catch (_: RuntimeException) {
+                        // Resolve to use the new format.
+                        Jsons.valueToTree<JsonNode>(stateValue)
+                    }
+                }
+                LeafAirbyteSchemaType.TIMESTAMP_WITH_TIMEZONE -> {
+                    val timestampInStatePattern = "yyyy-MM-dd'T'HH:mm:ss"
+                    val formatter =
+                        DateTimeFormatterBuilder()
+                            .appendPattern(timestampInStatePattern)
+                            .optionalStart()
+                            .appendFraction(ChronoField.NANO_OF_SECOND, 1, 9, true)
+                            .optionalEnd()
+                            .optionalStart()
+                            .optionalStart()
+                            .appendLiteral(' ')
+                            .optionalEnd()
+                            .appendOffset("+HH:mm", "Z")
+                            .optionalEnd()
+                            .toFormatter()
+
+                    try {
+                        val offsetDateTime =
+                            try {
+                                OffsetDateTime.parse(stateValue, formatter)
+                            } catch (_: DateTimeParseException) {
+                                // if no offset exists, we assume it's UTC
+                                LocalDateTime.parse(stateValue, formatter).atOffset(UTC)
+                            }
+                        Jsons.valueToTree(offsetDateTime.format(OffsetDateTimeCodec.formatter))
+                    } catch (_: RuntimeException) {
+                        // Resolve to use the new format.
+                        Jsons.valueToTree<JsonNode>(stateValue)
+                    }
+                }
+                else -> Jsons.valueToTree<JsonNode>(stateValue)
+            }
+        else ->
+            throw IllegalStateException(
+                "PK field must be leaf type but is ${field.type.airbyteSchemaType}."
+            )
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceMetadataQuerier.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceMetadataQuerier.kt
new file mode 100644
index 000000000000..e4a0aaaf4bea
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceMetadataQuerier.kt
@@ -0,0 +1,87 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.check.JdbcCheckQueries
+import io.airbyte.cdk.discover.JdbcMetadataQuerier
+import io.airbyte.cdk.discover.MetadataQuerier
+import io.airbyte.cdk.jdbc.DefaultJdbcConstants
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.read.SelectQueryGenerator
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.airbyte.integrations.source.postgres.config.XminIncrementalConfiguration
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.github.oshai.kotlinlogging.KotlinLogging
+import io.micronaut.context.annotation.Primary
+import jakarta.inject.Singleton
+import java.sql.Connection
+
+class PostgresSourceMetadataQuerier(
+    val base: JdbcMetadataQuerier,
+    val postgresSourceConfig: PostgresSourceConfiguration,
+) : MetadataQuerier by base {
+
+    override fun extraChecks() {
+        base.extraChecks()
+        if (postgresSourceConfig.incrementalConfiguration is XminIncrementalConfiguration) {
+            base.conn.use { conn ->
+                if (dbNumWraparound(conn) > 0) {
+                    throw ConfigErrorException(xminWraparoundError)
+                }
+            }
+        }
+    }
+
+    companion object {
+        private val log = KotlinLogging.logger {}
+
+        const val xminWraparoundError: String =
+            "We detected XMIN transaction wraparound in the database, " +
+                "which makes this sync option inefficient and can lead to higher credit consumption. " +
+                "Please change the replication method to CDC or cursor based."
+
+        public fun dbNumWraparound(conn: Connection): Long {
+            log.info { "Querying server xmin wraparound status" }
+            val query =
+                """
+            select (txid_snapshot_xmin(txid_current_snapshot()) >> 32) AS num_wraparound
+        """.trimIndent()
+            conn.createStatement().use { stmt ->
+                stmt.executeQuery(query).use { rs ->
+                    if (rs.next()) {
+                        val numWraparound = rs.getLong("num_wraparound")
+                        return numWraparound
+                    }
+                }
+            }
+            return 0
+        }
+    }
+}
+
+@Singleton
+@Primary
+class Factory(
+    val constants: DefaultJdbcConstants,
+    val selectQueryGenerator: SelectQueryGenerator,
+    val fieldTypeMapper: JdbcMetadataQuerier.FieldTypeMapper,
+    val checkQueries: JdbcCheckQueries,
+    val configuredCatalog: ConfiguredAirbyteCatalog? = null,
+) : MetadataQuerier.Factory<PostgresSourceConfiguration> {
+    override fun session(config: PostgresSourceConfiguration): MetadataQuerier {
+        val jdbcConnectionFactory = JdbcConnectionFactory(config)
+        val base =
+            JdbcMetadataQuerier(
+                constants,
+                config,
+                selectQueryGenerator,
+                fieldTypeMapper,
+                checkQueries,
+                jdbcConnectionFactory,
+            )
+        return PostgresSourceMetadataQuerier(base, config)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/CdcCondition.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/CdcCondition.kt
new file mode 100644
index 000000000000..70b88ce62388
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/CdcCondition.kt
@@ -0,0 +1,17 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.cdc
+
+import io.airbyte.integrations.source.postgres.config.CdcIncrementalConfiguration
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.micronaut.context.condition.Condition
+import io.micronaut.context.condition.ConditionContext
+
+class CdcCondition : Condition {
+    override fun matches(context: ConditionContext<*>): Boolean {
+        val config = context.beanContext.getBean(PostgresSourceConfiguration::class.java)
+        return config.incrementalConfiguration is CdcIncrementalConfiguration
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresCustomConverter.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresCustomConverter.kt
new file mode 100644
index 000000000000..6b56d7dc74e3
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresCustomConverter.kt
@@ -0,0 +1,635 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+package io.airbyte.integrations.source.postgres.cdc
+
+import io.airbyte.integrations.source.postgres.operations.types.DateTimeConverter
+import io.debezium.connector.postgresql.PostgresValueConverter
+import io.debezium.spi.converter.CustomConverter
+import io.debezium.spi.converter.RelationalColumn
+import io.debezium.time.Conversions
+import io.github.oshai.kotlinlogging.KotlinLogging
+import java.math.BigDecimal
+import java.nio.charset.StandardCharsets
+import java.sql.SQLException
+import java.time.LocalDate
+import java.time.LocalTime
+import java.time.OffsetTime
+import java.time.format.DateTimeFormatter
+import java.util.Arrays
+import java.util.Base64
+import java.util.Locale
+import java.util.Objects
+import java.util.Properties
+import java.util.concurrent.TimeUnit
+import java.util.function.Consumer
+import java.util.stream.Collectors
+import kotlin.math.abs
+import org.apache.kafka.connect.data.Schema
+import org.apache.kafka.connect.data.SchemaBuilder
+import org.postgresql.jdbc.PgArray
+import org.postgresql.util.PGInterval
+
+class PostgresCustomConverter : CustomConverter<SchemaBuilder?, RelationalColumn?> {
+    private val DATE_TYPES =
+        arrayOf<String?>("DATE", "TIME", "TIMETZ", "INTERVAL", "TIMESTAMP", "TIMESTAMPTZ")
+    private val BIT_TYPES = arrayOf<String?>("BIT", "VARBIT")
+    private val MONEY_ITEM_TYPE = arrayOf<String?>("MONEY")
+    private val GEOMETRICS_TYPES =
+        arrayOf<String?>("BOX", "CIRCLE", "LINE", "LSEG", "POINT", "POLYGON", "PATH")
+    private val TEXT_TYPES =
+        arrayOf<String?>(
+            "VARCHAR",
+            "VARBINARY",
+            "BLOB",
+            "TEXT",
+            "LONGTEXT",
+            "TINYTEXT",
+            "MEDIUMTEXT",
+            "INVENTORY_ITEM",
+            "TSVECTOR",
+            "TSQUERY",
+            "PG_LSN",
+        )
+    private val NUMERIC_TYPES = arrayOf<String?>("NUMERIC", "DECIMAL")
+    private val ARRAY_TYPES =
+        arrayOf<String?>(
+            "_NAME",
+            "_NUMERIC",
+            "_BYTEA",
+            "_MONEY",
+            "_BIT",
+            "_DATE",
+            "_TIME",
+            "_TIMETZ",
+            "_TIMESTAMP",
+            "_TIMESTAMPTZ",
+        )
+    private val BYTEA_TYPE = "BYTEA"
+
+    // Debezium is manually setting the variable scale decimal length (precision)
+    // of numeric_array columns to 131089 if not specified. e.g: NUMERIC vs NUMERIC(38,0)
+    // https://github.com/debezium/debezium/blob/main/debezium-connector-postgres/src/main/java/io/debezium/connector/postgresql/PostgresValueConverter.java#L113
+    private val VARIABLE_SCALE_DECIMAL_LENGTH = 131089
+
+    override fun configure(props: Properties?) {}
+
+    override fun converterFor(
+        field: RelationalColumn?,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>?
+    ) {
+        if (field == null || registration == null) return
+        if (
+            Arrays.stream<String?>(DATE_TYPES).anyMatch { s: String? ->
+                s.equals(field.typeName(), ignoreCase = true)
+            }
+        ) {
+            registerDate(field, registration)
+        } else if (
+            Arrays.stream<String?>(TEXT_TYPES).anyMatch { s: String? ->
+                s.equals(field.typeName(), ignoreCase = true)
+            } ||
+                Arrays.stream<String?>(GEOMETRICS_TYPES).anyMatch { s: String? ->
+                    s.equals(field.typeName(), ignoreCase = true)
+                } ||
+                Arrays.stream<String?>(BIT_TYPES).anyMatch { s: String? ->
+                    s.equals(field.typeName(), ignoreCase = true)
+                }
+        ) {
+            registerText(field, registration)
+        } else if (
+            Arrays.stream<String?>(MONEY_ITEM_TYPE).anyMatch { s: String? ->
+                s.equals(field.typeName(), ignoreCase = true)
+            }
+        ) {
+            registerMoney(field, registration)
+        } else if (BYTEA_TYPE.equals(field.typeName(), ignoreCase = true)) {
+            registerBytea(field, registration)
+        } else if (
+            Arrays.stream<String?>(NUMERIC_TYPES).anyMatch { s: String? ->
+                s.equals(field.typeName(), ignoreCase = true)
+            }
+        ) {
+            registerNumber(field, registration)
+        } else if (
+            Arrays.stream<String?>(ARRAY_TYPES).anyMatch { s: String? ->
+                s.equals(field.typeName(), ignoreCase = true)
+            }
+        ) {
+            registerArray(field, registration)
+        }
+    }
+
+    private fun registerArray(
+        field: RelationalColumn,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>
+    ) {
+        val fieldType = field.typeName().uppercase(Locale.getDefault())
+        val arraySchema =
+            when (fieldType) {
+                "_NUMERIC" -> {
+                    // If a numeric_array column does not have variable precision AND scale is 0
+                    // then we know the precision and scale are purposefully chosen
+                    if (
+                        numericArrayColumnPrecisionIsNotVariable(field) &&
+                            field.scale().orElse(0) == 0
+                    ) {
+                        SchemaBuilder.array(Schema.OPTIONAL_INT64_SCHEMA).optional()
+                    } else {
+                        SchemaBuilder.array(Schema.OPTIONAL_FLOAT64_SCHEMA).optional()
+                    }
+                }
+                "_MONEY" -> SchemaBuilder.array(Schema.OPTIONAL_FLOAT64_SCHEMA).optional()
+                "_NAME",
+                "_DATE",
+                "_TIME",
+                "_TIMESTAMP",
+                "_TIMESTAMPTZ",
+                "_TIMETZ",
+                "_BYTEA" ->
+                    SchemaBuilder.array(
+                            Schema.OPTIONAL_STRING_SCHEMA,
+                        )
+                        .optional()
+                "_BIT" -> SchemaBuilder.array(Schema.OPTIONAL_BOOLEAN_SCHEMA).optional()
+                else -> SchemaBuilder.array(Schema.OPTIONAL_STRING_SCHEMA).optional()
+            }
+        registration.register(
+            arraySchema,
+            CustomConverter.Converter { x: Any? -> convertArray(x, field) },
+        )
+    }
+
+    private fun registerNumber(
+        field: RelationalColumn,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>
+    ) {
+        registration.register(
+            SchemaBuilder.string().optional(),
+            CustomConverter.Converter { x: Any? ->
+                if (x == null) {
+                    val defaultValue: Any? = convertDefaultValue(field)
+                    return@Converter if (defaultValue == null) null
+                    else
+                        getNumberConvertedValue(
+                            defaultValue,
+                        )
+                }
+                getNumberConvertedValue(x)
+            },
+        )
+    }
+
+    private fun getNumberConvertedValue(x: Any): String {
+        // Bad solution
+        // We applied a solution like this for several reasons:
+        // 1. Regarding #13608, CDC and nor-CDC data output format should be the same.
+        // 2. In the non-CDC mode 'decimal' and 'numeric' values are put to JSON node as BigDecimal
+        // value. According to Jackson Object mapper configuration, all trailing zeros are omitted
+        // and numbers with decimal places are deserialized with exponent. (e.g. 1234567890.1234567
+        // would be deserialized as 1.2345678901234567E9).
+        // 3. In the CDC mode 'decimal' and 'numeric' values are deserialized as a regular number
+        // (e.g. 1234567890.1234567 would be deserialized as 1234567890.1234567). Numbers without
+        // decimal places (e.g 1, 24, 354) are represented with trailing zero (e.g 1.0, 24.0,
+        // 354.0). One solution to align deserialization for these 2 modes is setting
+        // DeserializationFeature.USE_BIG_DECIMAL_FOR_FLOATS as true for ObjectMapper. But this
+        // breaks deserialization for other data-types. A worked solution was to keep
+        // deserialization for non-CDC mode as it is and change it for CDC one. The code below
+        // strips trailing zeros for integer numbers and represents number with exponent if this
+        // number has a decimal point.
+        val doubleValue = x.toString().toDouble()
+        val valueWithTruncatedZero =
+            BigDecimal.valueOf(doubleValue).stripTrailingZeros().toPlainString()
+        return if (valueWithTruncatedZero.contains(".")) doubleValue.toString()
+        else valueWithTruncatedZero
+    }
+
+    private fun registerBytea(
+        field: RelationalColumn,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>
+    ) {
+        registration.register(
+            SchemaBuilder.string().optional(),
+            CustomConverter.Converter { x: Any? ->
+                if (x == null) {
+                    val defaultValue: Any? = convertDefaultValue(field)
+                    return@Converter if (defaultValue == null) null
+                    else
+                        "\\x" +
+                            encodeHexString(
+                                defaultValue as ByteArray,
+                            )
+                }
+                "\\x" + encodeHexString(x as ByteArray)
+            },
+        )
+    }
+
+    private fun registerText(
+        field: RelationalColumn,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>
+    ) {
+        registration.register(
+            SchemaBuilder.string().optional(),
+            CustomConverter.Converter { x: Any? ->
+                if (x == null) {
+                    val defaultValue: Any? = convertDefaultValue(field)
+                    return@Converter if (defaultValue == null) null
+                    else
+                        getTextConvertedValue(
+                            defaultValue,
+                        )
+                }
+                getTextConvertedValue(x)
+            },
+        )
+    }
+
+    private fun getTextConvertedValue(x: Any): String? {
+        if (x is ByteArray) {
+            return String(x, StandardCharsets.UTF_8)
+        } else {
+            return x.toString()
+        }
+    }
+
+    private fun convertArray(x: Any?, field: RelationalColumn): Any? {
+        if (x == null) {
+            val defaultValue: Any? = convertDefaultValue(field)
+            return if (defaultValue == null) null else getArrayConvertedValue(field, defaultValue)
+        }
+        return getArrayConvertedValue(field, x)
+    }
+
+    private fun getArrayConvertedValue(field: RelationalColumn, x: Any): Any {
+        val fieldType = field.typeName().uppercase(Locale.getDefault())
+        when (fieldType) {
+            "_MONEY" -> {
+                // PgArray.getArray() trying to convert to Double instead of PgMoney due to
+                // incorrect type mapping in the postgres driver
+                // https://github.com/pgjdbc/pgjdbc/blob/d5ed52ef391670e83ae5265af2f7301c615ce4ca/pgjdbc/src/main/java/org/postgresql/jdbc/TypeInfoCache.java#L88
+                // and throws an exception, so a custom implementation of converting to String is
+                // used to get the value as-is
+                val nativeMoneyValue = (x as PgArray).toString()
+                val substringM =
+                    Objects.requireNonNull(nativeMoneyValue)
+                        .substring(1, nativeMoneyValue!!.length - 1)
+                val currency = substringM.get(0)
+                val regex = "\\" + currency
+                val myListM: MutableList<String?> =
+                    ArrayList(
+                        Arrays.asList(
+                            *substringM
+                                .split(regex.toRegex())
+                                .dropLastWhile { it.isEmpty() }
+                                .toTypedArray(),
+                        ),
+                    )
+                return myListM
+                    .stream() // since the separator is the currency sign, all extra characters must
+                    // be removed except for numbers and dots
+                    .map { `val`: String? -> `val`!!.replace("[^\\d.]".toRegex(), "") }
+                    .filter { money: String? -> !money!!.isEmpty() }
+                    .map { s: String? -> s?.toDouble() }
+                    .collect(Collectors.toList())
+            }
+            "_NUMERIC" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map { value: Any? ->
+                        if (value == null) {
+                            return@map null
+                        } else {
+                            if (
+                                numericArrayColumnPrecisionIsNotVariable(field) &&
+                                    field.scale().orElse(0) == 0
+                            ) {
+                                return@map value.toString().toLong()
+                            } else {
+                                return@map value.toString().toDouble()
+                            }
+                        }
+                    }
+                    .collect(Collectors.toList())
+            "_TIME" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map<String> { value: Any? ->
+                        if (value == null) null else DateTimeConverter.convertToTime(value)
+                    }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            "_DATE" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map<String> { value: Any? ->
+                        if (value == null) null else DateTimeConverter.convertToDate(value)
+                    }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            "_TIMESTAMP" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map<String> { value: Any? ->
+                        if (value == null) null else DateTimeConverter.convertToTimestamp(value)
+                    }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            "_TIMESTAMPTZ" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map<String> { value: Any? ->
+                        if (value == null) null
+                        else DateTimeConverter.convertToTimestampWithTimezone(value)
+                    }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            "_TIMETZ" -> {
+                val timetzArr: MutableList<String?> = ArrayList()
+                val nativeValue = (x as PgArray).toString()
+                val substring =
+                    Objects.requireNonNull(nativeValue).substring(1, nativeValue!!.length - 1)
+                val times: MutableList<String?> =
+                    ArrayList(
+                        Arrays.asList(
+                            *substring
+                                .split(",".toRegex())
+                                .dropLastWhile { it.isEmpty() }
+                                .toTypedArray(),
+                        ),
+                    )
+                val format = DateTimeFormatter.ofPattern("HH:mm:ss[.SSSSSS]X")
+
+                times.forEach(
+                    Consumer { s: String? ->
+                        if (s.equals("NULL", ignoreCase = true)) {
+                            timetzArr.add(null)
+                        } else {
+                            val parsed = OffsetTime.parse(s, format)
+                            timetzArr.add(DateTimeConverter.convertToTimeWithTimezone(parsed))
+                        }
+                    },
+                )
+                return timetzArr
+            }
+            "_BYTEA" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map { value: Any? -> Base64.getEncoder().encodeToString(value as ByteArray?) }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            "_BIT" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map<Boolean?> { value: Any? -> value as Boolean? }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            "_NAME" ->
+                return Arrays.stream<Any?>(getArray(x))
+                    .map<String?> { value: Any? -> value as String? }
+                    .collect(
+                        Collectors.toList(),
+                    )
+            else -> throw RuntimeException("Unknown array type detected " + fieldType)
+        }
+    }
+
+    @Suppress("UNCHECKED_CAST")
+    private fun getArray(x: Any): Array<Any?>? {
+        try {
+            return (x as PgArray).array as Array<Any?>?
+        } catch (e: SQLException) {
+            log.error { "Failed to convert PgArray:$e" }
+            throw RuntimeException(e)
+        }
+    }
+
+    private fun getTimePrecision(field: RelationalColumn): Int {
+        return field.scale().orElse(-1)
+    }
+
+    private val POSITIVE_INFINITY_VALUE = "Infinity"
+    private val NEGATIVE_INFINITY_VALUE = "-Infinity"
+
+    // Ref :
+    // https://debezium.io/documentation/reference/2.2/connectors/postgresql.html#postgresql-temporal-types
+    private fun registerDate(
+        field: RelationalColumn,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>
+    ) {
+        registration.register(
+            SchemaBuilder.string().optional(),
+            CustomConverter.Converter { x: Any? ->
+                if (x == null) {
+                    val defaultValue: Any? = convertDefaultValue(field)
+                    return@Converter if (defaultValue == null) null
+                    else
+                        getDateConvertedValue(
+                            field,
+                            defaultValue,
+                        )
+                }
+                getDateConvertedValue(field, x)
+            },
+        )
+    }
+
+    private fun getDateConvertedValue(field: RelationalColumn, x: Any): String {
+        when (field.typeName().uppercase()) {
+            "TIMETZ" -> return DateTimeConverter.convertToTimeWithTimezone(x)
+            "TIMESTAMPTZ" -> {
+                if (x == PostgresValueConverter.NEGATIVE_INFINITY_OFFSET_DATE_TIME) {
+                    return NEGATIVE_INFINITY_VALUE
+                }
+                if (x == PostgresValueConverter.POSITIVE_INFINITY_OFFSET_DATE_TIME) {
+                    return POSITIVE_INFINITY_VALUE
+                }
+                return DateTimeConverter.convertToTimestampWithTimezone(x)
+            }
+            "TIMESTAMP" -> {
+                if (x == PostgresValueConverter.NEGATIVE_INFINITY_INSTANT) {
+                    return NEGATIVE_INFINITY_VALUE
+                }
+                if (x == PostgresValueConverter.POSITIVE_INFINITY_INSTANT) {
+                    return POSITIVE_INFINITY_VALUE
+                }
+                if (x is Long) {
+                    if (getTimePrecision(field) <= 3) {
+                        return DateTimeConverter.convertToTimestamp(
+                            Conversions.toInstantFromMillis(x)
+                        )
+                    }
+                    if (getTimePrecision(field) <= 6) {
+                        return DateTimeConverter.convertToTimestamp(
+                            Conversions.toInstantFromMicros(x)
+                        )
+                    }
+                }
+                return DateTimeConverter.convertToTimestamp(x)
+            }
+            "DATE" -> {
+                if (x == PostgresValueConverter.NEGATIVE_INFINITY_LOCAL_DATE) {
+                    return NEGATIVE_INFINITY_VALUE
+                }
+                if (x == PostgresValueConverter.POSITIVE_INFINITY_LOCAL_DATE) {
+                    return POSITIVE_INFINITY_VALUE
+                }
+                if (x is Int) {
+                    return DateTimeConverter.convertToDate(LocalDate.ofEpochDay(x.toLong()))
+                }
+                return DateTimeConverter.convertToDate(x)
+            }
+            "TIME" -> return resolveTime(field, x)
+            "INTERVAL" -> return convertInterval((x as PGInterval?)!!)
+            else ->
+                throw IllegalArgumentException(
+                    "Unknown field type  " + field.typeName().uppercase(),
+                )
+        }
+    }
+
+    private fun resolveTime(field: RelationalColumn, x: Any): String {
+        if (x is Long) {
+            if (getTimePrecision(field) <= 3) {
+                val l = Math.multiplyExact(x, TimeUnit.MILLISECONDS.toNanos(1))
+                return DateTimeConverter.convertToTime(LocalTime.ofNanoOfDay(l))
+            }
+            if (getTimePrecision(field) <= 6) {
+                val l = Math.multiplyExact(x, TimeUnit.MICROSECONDS.toNanos(1))
+                return DateTimeConverter.convertToTime(LocalTime.ofNanoOfDay(l))
+            }
+        }
+        return DateTimeConverter.convertToTime(x)
+    }
+
+    private fun convertInterval(pgInterval: PGInterval): String {
+        val resultInterval = StringBuilder()
+        formatDateUnit(resultInterval, pgInterval.getYears(), " year ")
+        formatDateUnit(resultInterval, pgInterval.getMonths(), " mons ")
+        formatDateUnit(resultInterval, pgInterval.getDays(), " days ")
+
+        formatTimeValues(resultInterval, pgInterval)
+        return resultInterval.toString()
+    }
+
+    private fun registerMoney(
+        field: RelationalColumn,
+        registration: CustomConverter.ConverterRegistration<SchemaBuilder?>
+    ) {
+        registration.register(
+            SchemaBuilder.string().optional(),
+            CustomConverter.Converter { x: Any? ->
+                if (x == null) {
+                    val defaultValue: Any? = convertDefaultValue(field)
+                    return@Converter if (defaultValue == null) null
+                    else
+                        getMoneyConvertedValue(
+                            defaultValue,
+                        )
+                }
+                getMoneyConvertedValue(x)
+            },
+        )
+    }
+
+    private fun getMoneyConvertedValue(x: Any): String? {
+        if (x is Double) {
+            val result = BigDecimal.valueOf(x)
+            if (
+                result.compareTo(BigDecimal("999999999999999")) == 1 ||
+                    result.compareTo(BigDecimal("-999999999999999")) == -1
+            ) {
+                return null
+            }
+            return result.toString()
+        } else {
+            return x.toString()
+        }
+    }
+
+    private fun formatDateUnit(resultInterval: StringBuilder, dateUnit: Int, s: String?) {
+        if (dateUnit != 0) {
+            resultInterval.append(dateUnit).append(s)
+        }
+    }
+
+    private fun formatTimeValues(resultInterval: StringBuilder, pgInterval: PGInterval) {
+        if (isNegativeTime(pgInterval)) {
+            resultInterval.append("-")
+        }
+        // TODO check if value more or less than Integer.MIN_VALUE Integer.MAX_VALUE,
+        val hours = abs(pgInterval.getHours())
+        val minutes = abs(pgInterval.getMinutes())
+        val seconds = abs(pgInterval.getWholeSeconds())
+        resultInterval.append(addFirstDigit(hours))
+        resultInterval.append(hours)
+        resultInterval.append(":")
+        resultInterval.append(addFirstDigit(minutes))
+        resultInterval.append(minutes)
+        resultInterval.append(":")
+        resultInterval.append(addFirstDigit(seconds))
+        resultInterval.append(seconds)
+    }
+
+    private fun addFirstDigit(hours: Int): String {
+        return if (hours <= 9) "0" else ""
+    }
+
+    private fun isNegativeTime(pgInterval: PGInterval): Boolean {
+        return pgInterval.getHours() < 0 ||
+            pgInterval.getMinutes() < 0 ||
+            pgInterval.getWholeSeconds() < 0
+    }
+
+    private fun numericArrayColumnPrecisionIsNotVariable(column: RelationalColumn): Boolean {
+        return column.length().orElse(VARIABLE_SCALE_DECIMAL_LENGTH) !=
+            VARIABLE_SCALE_DECIMAL_LENGTH
+    }
+
+    companion object {
+        private val log = KotlinLogging.logger {}
+
+        private fun convertDefaultValue(field: RelationalColumn): Any? {
+            if (field.isOptional()) {
+                return null
+            } else if (field.hasDefaultValue()) {
+                return field.defaultValue()
+            }
+            return null
+        }
+
+        // adapted from Apache commons codec Hex
+        private fun encodeHexString(data: ByteArray): String {
+            // two characters form the hex value.
+            val length = data.size
+            val out = CharArray(length shl 1)
+            var i = 0
+            var j = 0
+            while (i < length) {
+                out[j++] = HEX_DIGITS[(0xF0 and data[i].toInt()) ushr 4]
+                out[j++] = HEX_DIGITS[0x0F and data[i].toInt()]
+                i++
+            }
+            return String(out)
+        }
+
+        private val HEX_DIGITS =
+            charArrayOf(
+                '0',
+                '1',
+                '2',
+                '3',
+                '4',
+                '5',
+                '6',
+                '7',
+                '8',
+                '9',
+                'a',
+                'b',
+                'c',
+                'd',
+                'e',
+                'f',
+            )
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceCdcMetaFields.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceCdcMetaFields.kt
new file mode 100644
index 000000000000..c869b1a282eb
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceCdcMetaFields.kt
@@ -0,0 +1,19 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.cdc
+
+import io.airbyte.cdk.discover.CdcNumberMetaFieldType
+import io.airbyte.cdk.discover.FieldType
+import io.airbyte.cdk.discover.MetaField
+
+enum class PostgresSourceCdcMetaFields(
+    override val type: FieldType,
+) : MetaField {
+    CDC_LSN(CdcNumberMetaFieldType),
+    ;
+
+    override val id: String
+        get() = MetaField.META_PREFIX + name.lowercase()
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceCdcPosition.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceCdcPosition.kt
new file mode 100644
index 000000000000..ccb718b557aa
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceCdcPosition.kt
@@ -0,0 +1,29 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.cdc
+
+import io.airbyte.cdk.read.cdc.PartiallyOrdered
+import io.debezium.connector.postgresql.connection.Lsn
+
+data class PostgresSourceCdcPosition(
+    // See this article for an explanation of the difference between lsn_commit and lsn:
+    // https://www.morling.dev/blog/postgres-replication-slots-confirmed-flush-lsn-vs-restart-lsn/
+    val lsnCommit: Lsn?,
+    val lsn: Lsn?, // For decorating records with _ab_cdc_lsn. Maybe lsnCommit would be more useful?
+) : PartiallyOrdered<PostgresSourceCdcPosition> {
+    // See https://github.com/airbytehq/airbyte/pull/35939.
+    // Partial ordering by (lsnCommit, lsn). Null if indeterminate.
+    override fun compareTo(other: PostgresSourceCdcPosition): Int? {
+        if (this == other) return 0
+        if (lsnCommit == null || other.lsnCommit == null) return null
+        val commitDiff = lsnCommit.compareTo(other.lsnCommit)
+        if (commitDiff != 0) return commitDiff
+        return if (lsn == null || other.lsn == null) {
+            null
+        } else {
+            lsn.compareTo(other.lsn)
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceDebeziumOperations.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceDebeziumOperations.kt
new file mode 100644
index 000000000000..77b3d572aa63
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/PostgresSourceDebeziumOperations.kt
@@ -0,0 +1,408 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.cdc
+
+import com.fasterxml.jackson.core.type.TypeReference
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.ArrayNode
+import com.fasterxml.jackson.databind.node.NullNode
+import com.fasterxml.jackson.databind.node.ObjectNode
+import io.airbyte.cdk.command.OpaqueStateValue
+import io.airbyte.cdk.data.ArrayDecoder
+import io.airbyte.cdk.data.JsonDecoder
+import io.airbyte.cdk.data.JsonEncoder
+import io.airbyte.cdk.data.NullCodec
+import io.airbyte.cdk.discover.CommonMetaField
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.discover.FieldType
+import io.airbyte.cdk.jdbc.ArrayFieldType
+import io.airbyte.cdk.jdbc.BigDecimalFieldType
+import io.airbyte.cdk.jdbc.BigIntegerFieldType
+import io.airbyte.cdk.jdbc.DoubleFieldType
+import io.airbyte.cdk.jdbc.FloatFieldType
+import io.airbyte.cdk.jdbc.StringFieldType
+import io.airbyte.cdk.output.sockets.FieldValueEncoder
+import io.airbyte.cdk.output.sockets.NativeRecordPayload
+import io.airbyte.cdk.read.FieldValueChange
+import io.airbyte.cdk.read.Stream
+import io.airbyte.cdk.read.cdc.AbortDebeziumWarmStartState
+import io.airbyte.cdk.read.cdc.CdcPartitionReaderDebeziumOperations
+import io.airbyte.cdk.read.cdc.CdcPartitionsCreatorDebeziumOperations
+import io.airbyte.cdk.read.cdc.DebeziumOffset
+import io.airbyte.cdk.read.cdc.DebeziumPropertiesBuilder
+import io.airbyte.cdk.read.cdc.DebeziumRecordKey
+import io.airbyte.cdk.read.cdc.DebeziumRecordValue
+import io.airbyte.cdk.read.cdc.DebeziumSchemaHistory
+import io.airbyte.cdk.read.cdc.DebeziumWarmStartState
+import io.airbyte.cdk.read.cdc.DeserializedRecord
+import io.airbyte.cdk.read.cdc.ValidDebeziumWarmStartState
+import io.airbyte.cdk.util.Jsons
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcConnectionFactory
+import io.airbyte.integrations.source.postgres.config.CdcIncrementalConfiguration
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.debezium.connector.postgresql.PostgresConnector
+import io.debezium.connector.postgresql.connection.Lsn
+import io.debezium.time.Conversions
+import io.github.oshai.kotlinlogging.KotlinLogging
+import jakarta.inject.Singleton
+import java.math.BigDecimal
+import java.time.Instant
+import java.time.OffsetDateTime
+import java.time.ZoneOffset
+import kotlin.collections.component1
+import kotlin.collections.component2
+import org.apache.kafka.connect.source.SourceRecord
+
+@Singleton
+class PostgresSourceDebeziumOperations(
+    private val config: PostgresSourceConfiguration,
+    private val connectionFactory: PostgresSourceJdbcConnectionFactory,
+    private val replicationSlotManager: ReplicationSlotManager,
+    private val startupState: StartupState?,
+) :
+    CdcPartitionsCreatorDebeziumOperations<PostgresSourceCdcPosition>,
+    CdcPartitionReaderDebeziumOperations<PostgresSourceCdcPosition> {
+
+    private val log = KotlinLogging.logger {}
+    private val cdcConfig: CdcIncrementalConfiguration by lazy { config.cdc!! }
+
+    companion object {
+        const val STATE = "state"
+        const val SERVER = "server"
+        const val LSN = "lsn"
+        const val LSN_PROC = "lsn_proc"
+        const val LSN_COMMIT = "lsn_commit"
+
+        internal fun deserializeStateUnvalidated(
+            opaqueStateValue: OpaqueStateValue
+        ): DebeziumOffset {
+            // {
+            //     "state": {
+            //         "[\"postgres\",{\"server\":\"postgres\"}]":
+            //              "{\"lsn_proc\":3575761602216,\"lsn\":3575761602216}"
+            //     }
+            // }
+            val stateNode: ObjectNode = opaqueStateValue[STATE] as ObjectNode
+            check(stateNode.size() == 1) { "State value has unexpected format: $opaqueStateValue" }
+            val offsetMap: Map<JsonNode, JsonNode> =
+                stateNode
+                    .properties()
+                    .asSequence()
+                    .map { (k, v) -> Jsons.readTree(k) to Jsons.readTree(v.textValue()) }
+                    .toMap()
+            return DebeziumOffset(offsetMap)
+        }
+
+        internal fun position(offset: DebeziumOffset): PostgresSourceCdcPosition {
+            check(offset.wrapped.size == 1) { "Debezium offset has unrecognized format" }
+            val value = offset.wrapped.values.first()
+            val lsn = value[LSN]?.asLong()
+            val lsnCommit = value[LSN_COMMIT]?.asLong()
+            return PostgresSourceCdcPosition(
+                lsn = Lsn.valueOf(lsn),
+                lsnCommit = Lsn.valueOf(lsnCommit),
+            )
+        }
+    }
+
+    val commonPropertiesBuilder by lazy {
+        DebeziumPropertiesBuilder()
+            .withDefault()
+            // TODO: could be moved to withDefault()? Seems all connectors need this...
+            .withOffset()
+            .withConnector(PostgresConnector::class.java)
+            .withDebeziumName(config.database)
+            .withHeartbeats(config.debeziumHeartbeatInterval)
+            .withDatabase(config.jdbcProperties)
+            .withDatabase("hostname", config.realHost)
+            .withDatabase("port", config.realPort.toString())
+            .withDatabase("dbname", config.database)
+            .with("snapshot.mode", "initial")
+            .with("publication.autocreate.mode", "disabled")
+            .with("converters", "datetime")
+            .with("datetime.type", PostgresCustomConverter::class.java.name)
+            .with("include.unknown.datatypes", "true")
+            // TODO: This will eventually be deprecated in favor of lsn.flush.mode
+            .with("flush.lsn.source", cdcConfig.debeziumCommitsLsn.toString())
+            .with("plugin.name", "pgoutput")
+            .with("slot.name", cdcConfig.replicationSlot)
+            .with("publication.name", cdcConfig.publication)
+            .apply {
+                if (cdcConfig.heartbeatActionQuery?.isNotEmpty() ?: false) {
+                    this.with("heartbeat.action.query", cdcConfig.heartbeatActionQuery!!)
+                }
+            }
+            .withHeartbeatTimeout(cdcConfig.airbyteHeartbeatTimeout)
+    }
+
+    override fun startup(offset: DebeziumOffset) {
+        // Need to validate replication slot even on cold start.
+        // Debezium will retry in a loop if its invalid.
+        // TODO: Honor configured InvalidCdcCursorPositionBehavior
+        //  https://github.com/airbytehq/airbyte-internal-issues/issues/15680
+        validate(offset)
+        advanceReplicationSlot(offset)
+    }
+
+    override fun position(offset: DebeziumOffset): PostgresSourceCdcPosition {
+        return Companion.position(offset)
+    }
+
+    override fun generateColdStartOffset(): DebeziumOffset {
+        val startup: StartupState =
+            checkNotNull(this.startupState) {
+                "StartupState bean is required for CDC but was not instantiated"
+            }
+        val key =
+            Jsons.arrayNode()
+                .add(config.database)
+                .add(Jsons.objectNode().put(SERVER, config.database))
+        val value =
+            Jsons.objectNode()
+                .putNull("transaction_id")
+                .put(LSN, startup.lsn)
+                .put(LSN_PROC, startup.lsn)
+                // Postgres commits get their own LSNs, just like row-level changes. There is no way
+                // of fetching the LSN of the latest commit, only the latest LSN overall. By putting
+                // the max LSN into this field, we are telling Debezium that we've already seen and
+                // processed all transactions before this LSN, which is true, as our snapshot will
+                // include all transactions committed before this LSN. We will start streaming from
+                // the next transaction greater than this LSN.
+                .put(LSN_COMMIT, startup.lsn)
+                .put("txId", startup.txId)
+                .put("ts_usec", Conversions.toEpochMicros(startup.time))
+        val wrapped = mapOf<JsonNode, JsonNode>(key to value)
+        log.info { "Initial Debezium state constructed: $wrapped" }
+        return DebeziumOffset(wrapped)
+    }
+
+    override fun generateColdStartProperties(streams: List<Stream>): Map<String, String> =
+        commonPropertiesBuilder.withStreams(streams).buildMap()
+
+    override fun deserializeState(opaqueStateValue: OpaqueStateValue): DebeziumWarmStartState {
+        val debeziumOffset: DebeziumOffset =
+            try {
+                deserializeStateUnvalidated(opaqueStateValue)
+            } catch (e: Exception) {
+                log.error(e) { "Error deserializing incumbent state value." }
+                return AbortDebeziumWarmStartState(
+                    "Error deserializing incumbent state value: ${e.message}"
+                )
+            }
+        return ValidDebeziumWarmStartState(debeziumOffset, null)
+    }
+
+    // Commit the minimum of lsn_proc and lsn_commit to the replication slot
+    private fun advanceReplicationSlot(offset: DebeziumOffset) {
+        if (cdcConfig.debeziumCommitsLsn) return
+        check(offset.wrapped.size == 1) { "Debezium offset has unrecognized format" }
+        val value = offset.wrapped.values.first()
+        val lsnProc = Lsn.valueOf(value[LSN_PROC]?.asLong())
+        val lsnCommit = Lsn.valueOf(value[LSN_COMMIT]?.asLong())
+        val lsnToAdvanceTo = listOfNotNull(lsnProc, lsnCommit).minOrNull() ?: return
+        replicationSlotManager.advanceLsn(lsnToAdvanceTo)
+    }
+
+    private fun validate(offset: DebeziumOffset) {
+        val lsn =
+            position(offset).lsn
+                ?: throw IllegalArgumentException("Offset does not contain LSN: $offset")
+        replicationSlotManager.validate(lsn)
+    }
+
+    override fun generateWarmStartProperties(streams: List<Stream>): Map<String, String> =
+        commonPropertiesBuilder.withStreams(streams).buildMap()
+
+    @Suppress("UNCHECKED_CAST")
+    override fun deserializeRecord(
+        key: DebeziumRecordKey,
+        value: DebeziumRecordValue,
+        stream: Stream
+    ): DeserializedRecord {
+        val before: JsonNode = value.before
+        val after: JsonNode = value.after
+        val source: JsonNode = value.source
+        val isDelete: Boolean = after.isNull
+
+        // Use either `before` or `after` as the record data, depending on the nature of the change.
+        val data: ObjectNode = (if (isDelete) before else after) as ObjectNode
+        val resultRow: NativeRecordPayload = mutableMapOf()
+        val changes = mutableMapOf<EmittedField, FieldValueChange>()
+        for (field in stream.schema) {
+            var mappedValue: JsonNode?
+            if (field.type is ArrayFieldType<*>) {
+                val rawArray = data[field.id]
+                mappedValue =
+                    if (rawArray == null || rawArray is NullNode) null
+                    else {
+                        Jsons.arrayNode().also { arr ->
+                            (rawArray as ArrayNode).forEach {
+                                val mappingResult =
+                                    mapValue(it, (field.type as ArrayFieldType<*>).elementFieldType)
+                                arr.add(mappingResult.getOrNull())
+                                if (mappingResult.isFailure) {
+                                    changes[EmittedField(field.id, field.type)] =
+                                        FieldValueChange.DESERIALIZATION_FAILURE_PARTIAL
+                                }
+                            }
+                        }
+                    }
+            } else {
+                val mappingResult = mapValue(data[field.id], field.type)
+                mappedValue = mappingResult.getOrNull()
+                if (mappingResult.isFailure) {
+                    changes[EmittedField(field.id, field.type)] =
+                        FieldValueChange.DESERIALIZATION_FAILURE_TOTAL
+                }
+            }
+
+            if (mappedValue != null) {
+                when (mappedValue) {
+                    is NullNode -> {
+                        resultRow[field.id] = FieldValueEncoder(null, NullCodec)
+                    }
+                    else -> {
+                        if (field.type is ArrayFieldType<*>) {
+                            // ArrayEncoder needs a List<T>; decode the JSON array using the
+                            // element type's decoder before passing to the encoder.
+                            val elementDecoder =
+                                (field.type as ArrayFieldType<*>).elementFieldType.jsonEncoder
+                                    as JsonDecoder<Any?>
+                            val arrayDecoder = ArrayDecoder(elementDecoder)
+                            var decoded: List<Any?>? = null
+                            try {
+                                decoded = arrayDecoder.decode(mappedValue)
+                            } catch (_: Exception) {
+                                changes[EmittedField(field.id, field.type)] =
+                                    FieldValueChange.DESERIALIZATION_FAILURE_TOTAL
+                            }
+                            resultRow[field.id] =
+                                FieldValueEncoder(
+                                    decoded,
+                                    field.type.jsonEncoder as JsonEncoder<Any?>
+                                )
+                        } else {
+                            val decoder = field.type.jsonEncoder as JsonDecoder<Any?>
+                            var decoded: Any? = null
+                            try {
+                                decoded = decoder.decode(mappedValue)
+                            } catch (_: Exception) {
+                                changes[EmittedField(field.id, field.type)] =
+                                    FieldValueChange.DESERIALIZATION_FAILURE_TOTAL
+                            }
+                            resultRow[field.id] =
+                                FieldValueEncoder(
+                                    decoded,
+                                    decoder as JsonEncoder<Any?>,
+                                )
+                        }
+                    }
+                }
+            }
+        }
+
+        // Set _ab_cdc_updated_at and _ab_cdc_deleted_at meta-field values.
+        val transactionMillis: Long = source["ts_ms"].asLong()
+        val transactionOffsetDateTime: OffsetDateTime =
+            OffsetDateTime.ofInstant(Instant.ofEpochMilli(transactionMillis), ZoneOffset.UTC)
+        resultRow[CommonMetaField.CDC_UPDATED_AT.id] =
+            FieldValueEncoder(
+                transactionOffsetDateTime,
+                CommonMetaField.CDC_UPDATED_AT.type.jsonEncoder as JsonEncoder<Any>,
+            )
+        resultRow[CommonMetaField.CDC_DELETED_AT.id] =
+            FieldValueEncoder(
+                if (isDelete) transactionOffsetDateTime else null,
+                (if (isDelete) CommonMetaField.CDC_DELETED_AT.type.jsonEncoder else NullCodec)
+                    as JsonEncoder<Any>,
+            )
+        resultRow[PostgresSourceCdcMetaFields.CDC_LSN.id] =
+            FieldValueEncoder(
+                // Legacy Airbyte type is Number but values are all Long. Here we convert.
+                source[LSN].asLong().toBigDecimal(),
+                PostgresSourceCdcMetaFields.CDC_LSN.type.jsonEncoder as JsonEncoder<Any>,
+            )
+
+        // Return a DeserializedRecord instance.
+        return DeserializedRecord(resultRow, changes)
+    }
+
+    // Json types and values from Debezium differ from those arriving via JDBC, which is what our
+    // type system was designed to read. Here we map Debezium-flavored json values to JDBC-flavored
+    // ones. This repeated conversion incurs a performance penalty. The efficient way would be to
+    // inject our preferred serialization logic into Debezium directly.
+    private fun mapValue(input: JsonNode?, fieldType: FieldType): Result<JsonNode?> {
+        if (input == null || input is NullNode) return Result.success(input)
+        try {
+            val mappedValue =
+                when (fieldType) {
+                    FloatFieldType -> Jsons.numberNode(input.floatValue())
+                    DoubleFieldType -> Jsons.numberNode(input.asDouble())
+                    BigDecimalFieldType -> {
+                        if (input.isNumber) input
+                        else Jsons.numberNode(BigDecimal(input.textValue()).stripTrailingZeros())
+                    }
+                    BigIntegerFieldType -> {
+                        if (input.isNumber && input.canConvertToExactIntegral()) input
+                        else Jsons.numberNode(BigDecimal(input.textValue()))
+                    }
+                    // Debezium may emit non-textual nodes for columns that map to StringFieldType
+                    StringFieldType ->
+                        if (input.isTextual) input else Jsons.textNode(input.asText())
+                    else -> input
+                }
+            return Result.success(mappedValue)
+        } catch (e: Exception) {
+            return Result.failure(e)
+        }
+    }
+
+    override fun findStreamNamespace(key: DebeziumRecordKey, value: DebeziumRecordValue): String? =
+        value.source["schema"]?.asText()
+
+    override fun findStreamName(key: DebeziumRecordKey, value: DebeziumRecordValue): String? =
+        value.source["table"]?.asText()
+
+    override fun serializeState(
+        offset: DebeziumOffset,
+        schemaHistory: DebeziumSchemaHistory?
+    ): OpaqueStateValue {
+        // We want:
+        // {
+        //     "state": {
+        //         "[\"postgres\",{\"server\":\"postgres\"}]":
+        //              "{\"lsn_proc\":3575761602216,\"lsn\":3575761602216}"
+        //     }
+        // }
+        val stateValueNode: ObjectNode =
+            Jsons.objectNode().apply {
+                for ((k, v) in offset.wrapped) {
+                    put(Jsons.writeValueAsString(k), Jsons.writeValueAsString(v))
+                }
+            }
+        return Jsons.objectNode().apply { set<JsonNode>(STATE, stateValueNode) }
+    }
+
+    override fun position(recordValue: DebeziumRecordValue): PostgresSourceCdcPosition? {
+        val source = recordValue.source
+        val lsn = source[LSN]?.asLong()
+        val sequence =
+            Jsons.readValue(
+                source["sequence"].toString(),
+                object : TypeReference<List<String>>() {}
+            )
+        val lsnCommit = sequence?.get(0)?.toLong()
+        return PostgresSourceCdcPosition(
+            lsn = Lsn.valueOf(lsn),
+            lsnCommit = Lsn.valueOf(lsnCommit),
+        )
+    }
+
+    override fun position(sourceRecord: SourceRecord): PostgresSourceCdcPosition? {
+        val lsn = sourceRecord.sourceOffset()[LSN] as Long?
+        val lsnCommit = sourceRecord.sourceOffset()[LSN_COMMIT] as Long?
+        return PostgresSourceCdcPosition(Lsn.valueOf(lsn), Lsn.valueOf(lsnCommit))
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/ReplicationSlotManager.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/ReplicationSlotManager.kt
new file mode 100644
index 000000000000..3800b49191b1
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/ReplicationSlotManager.kt
@@ -0,0 +1,180 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.cdc
+
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.TransientErrorException
+import io.airbyte.cdk.read.querySingleValue
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcConnectionFactory
+import io.airbyte.integrations.source.postgres.config.CdcIncrementalConfiguration
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.debezium.connector.postgresql.connection.Lsn
+import io.github.oshai.kotlinlogging.KotlinLogging
+import jakarta.inject.Singleton
+import java.sql.SQLException
+
+@Singleton
+class ReplicationSlotManager(
+    val config: PostgresSourceConfiguration,
+    val connectionFactory: PostgresSourceJdbcConnectionFactory
+) {
+
+    private val log = KotlinLogging.logger {}
+    private val cdcConfig: CdcIncrementalConfiguration by lazy {
+        if (config.incrementalConfiguration !is CdcIncrementalConfiguration) {
+            throw IllegalArgumentException(
+                "Replication slot management is only applicable to CDC-enabled syncs",
+            )
+        }
+        config.cdc as CdcIncrementalConfiguration
+    }
+    private val slot by lazy { cdcConfig.replicationSlot }
+
+    @Synchronized
+    fun advanceLsn(lsn: Lsn) {
+        log.info { getSlotInfo() }
+        val logSequenceNumber = lsn.asLogSequenceNumber()
+        val conn = connectionFactory.getReplication()
+        val builder =
+            conn.replicationAPI
+                .replicationStream()
+                .logical()
+                .withSlotName("\"${cdcConfig.replicationSlot}\"")
+                .withSlotOption("proto_version", 1)
+                .withSlotOption("publication_names", cdcConfig.publication)
+                // Needed for DBZ 3.3+ with PgJDBC 42.7.7+
+                // .withAutomaticFlush(false)
+                .apply {
+                    val serverVersionStr = conn.parameterStatuses["server_version"]
+                    if (serverVersionStr == null) {
+                        log.warn { "Unable to determine server version" }
+                        return@apply
+                    }
+                    val serverVersion: Float
+                    try {
+                        // RDS versions may be named like 11.22-rds.20250508. Remove suffix.
+                        serverVersion = serverVersionStr.substringBefore("-").toFloat()
+                    } catch (e: NumberFormatException) {
+                        log.warn(e) { "Unable to parse server version: '$serverVersionStr'" }
+                        return@apply
+                    }
+                    if (serverVersion >= 14.0) {
+                        withSlotOption("messages", true)
+                    }
+                }
+                .withStartPosition(logSequenceNumber)
+        log.info {
+            "Attempting to commit up to $lsn (${lsn.asLong()}) to replication slot ${cdcConfig.replicationSlot}"
+        }
+        builder.start().use {
+            try {
+                it.forceUpdateStatus()
+                it.setFlushedLSN(logSequenceNumber)
+                it.setAppliedLSN(logSequenceNumber)
+                it.forceUpdateStatus()
+            } catch (e: SQLException) {
+                throw TransientErrorException("Failed to commit LSN to replication slot", e)
+            }
+        }
+        log.info {
+            "Successfully committed $lsn (${lsn.asLong()}) to replication slot ${cdcConfig.replicationSlot}"
+        }
+        log.info { getSlotInfo() }
+    }
+
+    // ensure that the lsn is available
+    fun validate(lsn: Lsn) {
+        val slotInfo = getSlotInfo()
+        if (slotInfo.restartLsn == null) {
+            throw ConfigErrorException(
+                "Replication slot '$slot' is not valid: " +
+                    "wal_status = '${slotInfo.walStatus}', " +
+                    "invalidation_reason = '${slotInfo.invalidationReason}'."
+            )
+        }
+        if (slotInfo.confirmedFlushLsn != null) {
+            if (slotInfo.confirmedFlushLsn > lsn) {
+                throw ConfigErrorException(
+                    "Replication slot '$slot' has advanced beyond the source's state LSN. " +
+                        "Confirmed flush LSN: ${slotInfo.confirmedFlushLsn}, source LSN: $lsn."
+                )
+            }
+            log.info {
+                "Replication slot '$slot' is valid. " +
+                    "Confirmed flush LSN: ${slotInfo.confirmedFlushLsn}, source state LSN: $lsn."
+            }
+        } else {
+            // PG version < 9.6 doesn't have confirmed_flush_lsn: fall back to restart_lsn
+            if (slotInfo.restartLsn > lsn) {
+                throw ConfigErrorException(
+                    "Replication slot '$slot' has advanced beyond the source's state LSN. " +
+                        "Restart LSN: ${slotInfo.restartLsn}, source LSN: $lsn."
+                )
+            }
+            log.info {
+                "Replication slot '$slot' is valid. " +
+                    "Restart LSN: ${slotInfo.restartLsn}, source state LSN: $lsn."
+            }
+        }
+    }
+
+    private data class ReplicationSlotInfo(
+        val name: String,
+        val xmin: Any?,
+        val catalogXmin: Any?,
+        val restartLsn: Lsn?,
+        val confirmedFlushLsn: Lsn?,
+        val walStatus: String?,
+        val invalidationReason: String?,
+    )
+
+    private fun getSlotInfo(): ReplicationSlotInfo {
+        // SELECT * so we can gracefully handle columns that don't exist in older PG versions:
+        //   confirmed_flush_lsn added in 9.6
+        //   wal_status added in 13
+        //   invalidation_reason added in 17
+        val sql =
+            """
+            SELECT *
+            FROM pg_replication_slots
+            WHERE plugin = 'pgoutput' AND slot_name = ? AND database = ?
+        """.trimIndent()
+        val slot = cdcConfig.replicationSlot
+        return querySingleValue(
+            jdbcConnectionFactory = connectionFactory,
+            query = sql,
+            bindParameters = { stmt ->
+                stmt.setString(1, slot)
+                stmt.setString(2, config.database)
+            },
+            withResultSet = { rs ->
+                val columns =
+                    (1..rs.metaData.columnCount)
+                        .map { rs.metaData.getColumnName(it).lowercase() }
+                        .toSet()
+                fun getString(col: String): String? =
+                    if (col in columns) rs.getString(col) else null
+                fun getObject(col: String): Any? = if (col in columns) rs.getObject(col) else null
+                ReplicationSlotInfo(
+                    name = rs.getString("slot_name"),
+                    xmin = getObject("xmin"),
+                    catalogXmin = getObject("catalog_xmin"),
+                    restartLsn = getString("restart_lsn")?.let { Lsn.valueOf(it) },
+                    // since PostgreSQL 9.6
+                    confirmedFlushLsn = getString("confirmed_flush_lsn")?.let { Lsn.valueOf(it) },
+                    // since PostgreSQL 13
+                    walStatus = getString("wal_status"),
+                    // since PostgreSQL 17
+                    invalidationReason = getString("invalidation_reason"),
+                )
+            },
+            noResultsCase = {
+                throw ConfigErrorException(
+                    "Replication slot '$slot' not found using the query: $sql"
+                )
+            }
+        )
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/StartupState.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/StartupState.kt
new file mode 100644
index 000000000000..4d521a802e4c
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/cdc/StartupState.kt
@@ -0,0 +1,49 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.cdc
+
+import io.airbyte.cdk.read.querySingleValue
+import io.airbyte.integrations.source.postgres.PostgresSourceJdbcConnectionFactory
+import io.debezium.connector.postgresql.connection.Lsn
+import io.micronaut.context.annotation.Requires
+import jakarta.inject.Singleton
+import java.time.Instant
+
+@Singleton
+@Requires(condition = CdcCondition::class)
+class StartupState(connectionFactory: PostgresSourceJdbcConnectionFactory) {
+    val txId: Long
+    val lsn: Long
+    val time: Instant
+
+    init {
+        val (txId, lsn, time) =
+            querySingleValue(
+                connectionFactory,
+                """
+                SELECT
+                    CASE WHEN pg_is_in_recovery()
+                        THEN txid_snapshot_xmin(txid_current_snapshot())
+                        ELSE txid_current()
+                    END AS txid,
+                    CASE WHEN pg_is_in_recovery()
+                        THEN pg_last_wal_receive_lsn()
+                        ELSE pg_current_wal_lsn()
+                    END AS lsn,
+                    CURRENT_TIMESTAMP AS time
+            """.trimIndent(),
+                withResultSet = { rs ->
+                    Triple(
+                        rs.getLong("txid"),
+                        Lsn.valueOf(rs.getString("lsn")).asLong(),
+                        rs.getTimestamp("time").toInstant(),
+                    )
+                }
+            )
+        this.txId = txId
+        this.lsn = lsn
+        this.time = time
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/config/PostgresSourceConfiguration.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/config/PostgresSourceConfiguration.kt
new file mode 100644
index 000000000000..71aa38b22689
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/config/PostgresSourceConfiguration.kt
@@ -0,0 +1,408 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.config
+
+import com.azure.core.credential.AccessToken
+import com.azure.core.credential.TokenRequestContext
+import com.azure.identity.ClientSecretCredentialBuilder
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.command.CdcSourceConfiguration
+import io.airbyte.cdk.command.ConfigurationSpecificationSupplier
+import io.airbyte.cdk.command.FeatureFlag
+import io.airbyte.cdk.command.JdbcSourceConfiguration
+import io.airbyte.cdk.command.SourceConfiguration
+import io.airbyte.cdk.command.SourceConfigurationFactory
+import io.airbyte.cdk.jdbc.SSLCertificateUtils
+import io.airbyte.cdk.output.DataChannelMedium
+import io.airbyte.cdk.output.DataChannelMedium.SOCKET
+import io.airbyte.cdk.output.DataChannelMedium.STDIO
+import io.airbyte.cdk.output.sockets.DATA_CHANNEL_PROPERTY_PREFIX
+import io.airbyte.cdk.ssh.SshConnectionOptions
+import io.airbyte.cdk.ssh.SshNoTunnelMethod
+import io.airbyte.cdk.ssh.SshTunnelMethodConfiguration
+import io.github.oshai.kotlinlogging.KotlinLogging
+import io.micronaut.context.annotation.Factory
+import io.micronaut.context.annotation.Value
+import jakarta.inject.Inject
+import jakarta.inject.Singleton
+import java.net.MalformedURLException
+import java.net.URI
+import java.net.URL
+import java.net.URLDecoder
+import java.net.URLEncoder
+import java.nio.charset.StandardCharsets
+import java.nio.file.Files
+import java.nio.file.Path
+import java.nio.file.Paths
+import java.time.Duration
+import java.util.UUID
+import org.postgresql.PGProperty.CONNECT_TIMEOUT
+import org.postgresql.PGProperty.PREPARE_THRESHOLD
+import org.postgresql.PGProperty.TCP_KEEP_ALIVE
+import org.postgresql.jdbc.SslMode.ALLOW
+import org.postgresql.jdbc.SslMode.DISABLE
+import org.postgresql.jdbc.SslMode.PREFER
+import org.postgresql.jdbc.SslMode.REQUIRE
+import org.postgresql.jdbc.SslMode.VERIFY_CA
+import org.postgresql.jdbc.SslMode.VERIFY_FULL
+
+private val log = KotlinLogging.logger {}
+
+/** Postgres-specific implementation of [SourceConfiguration] */
+data class PostgresSourceConfiguration(
+    override val realHost: String,
+    override val realPort: Int,
+    override val sshTunnel: SshTunnelMethodConfiguration?,
+    override val sshConnectionOptions: SshConnectionOptions,
+    override val jdbcUrlFmt: String,
+    override val jdbcProperties: Map<String, String>,
+    val database: String,
+    override val namespaces: Set<String>,
+    val incrementalConfiguration: IncrementalConfiguration,
+    override val maxConcurrency: Int,
+    override val resourceAcquisitionHeartbeat: Duration = Duration.ofMillis(100L),
+    override val checkpointTargetInterval: Duration,
+    override val checkPrivileges: Boolean,
+    override val debeziumHeartbeatInterval: Duration = Duration.ofSeconds(10),
+) : JdbcSourceConfiguration, CdcSourceConfiguration {
+    val cdc: CdcIncrementalConfiguration? = incrementalConfiguration as? CdcIncrementalConfiguration
+
+    override val global: Boolean = cdc != null
+    override val maxSnapshotReadDuration: Duration? = cdc?.initialLoadTimeout
+
+    /** Required to inject [PostgresSourceConfiguration] directly. */
+    @Factory
+    private class MicronautFactory {
+        @Singleton
+        fun postgresSourceConfig(
+            factory:
+                SourceConfigurationFactory<
+                    PostgresSourceConfigurationSpecification,
+                    PostgresSourceConfiguration,
+                >,
+            supplier: ConfigurationSpecificationSupplier<PostgresSourceConfigurationSpecification>
+        ) = factory.make(supplier.get())
+    }
+}
+
+sealed interface IncrementalConfiguration
+
+data object UserDefinedCursorIncrementalConfiguration : IncrementalConfiguration
+
+data object XminIncrementalConfiguration : IncrementalConfiguration
+
+data class CdcIncrementalConfiguration(
+    val initialLoadTimeout: Duration,
+    val invalidCdcCursorPositionBehavior: InvalidCdcCursorPositionBehavior,
+    val shutdownTimeout: Duration,
+    val replicationSlot: String,
+    val publication: String,
+    val debeziumCommitsLsn: Boolean,
+    val heartbeatActionQuery: String?,
+    val airbyteHeartbeatTimeout: Duration,
+// TODO: Support this configuration:
+//  initial waiting time in seconds
+//  size of the queue
+) : IncrementalConfiguration
+
+enum class InvalidCdcCursorPositionBehavior {
+    FAIL_SYNC,
+    RESET_SYNC,
+}
+
+@Singleton
+class PostgresSourceConfigurationFactory
+@Inject
+constructor(
+    val featureFlags: Set<FeatureFlag>,
+    @Value("\${${DATA_CHANNEL_PROPERTY_PREFIX}.medium}") val dataChannelMedium: String = STDIO.name,
+    @Value("\${${DATA_CHANNEL_PROPERTY_PREFIX}.socket-paths}")
+    val socketPaths: List<String> = emptyList(),
+) :
+    SourceConfigurationFactory<
+        PostgresSourceConfigurationSpecification,
+        PostgresSourceConfiguration,
+    > {
+
+    constructor() : this(emptySet(), STDIO.name, emptyList())
+
+    override fun makeWithoutExceptionHandling(
+        pojo: PostgresSourceConfigurationSpecification,
+    ): PostgresSourceConfiguration {
+        val realHost: String = pojo.host
+        val realPort: Int = pojo.port
+        val jdbcProperties = mutableMapOf<String, String>()
+        jdbcProperties["user"] = pojo.username
+        passwordOrToken(pojo)?.let { jdbcProperties["password"] = it }
+
+        // Parse URL parameters.
+        val pattern = "^([^=]+)=(.*)$".toRegex()
+        for (pair in (pojo.jdbcUrlParams ?: "").trim().split("&".toRegex())) {
+            if (pair.isBlank()) {
+                continue
+            }
+            val result: MatchResult? = pattern.matchEntire(pair)
+            if (result == null) {
+                log.warn { "ignoring invalid JDBC URL param '$pair'" }
+            } else {
+                val key: String = result.groupValues[1].trim()
+                val urlEncodedValue: String = result.groupValues[2].trim()
+                jdbcProperties[key] = URLDecoder.decode(urlEncodedValue, StandardCharsets.UTF_8)
+            }
+        }
+
+        // Configure SSH tunneling.
+        val sshTunnel: SshTunnelMethodConfiguration? = pojo.getTunnelMethodValue()
+        val sshOpts: SshConnectionOptions =
+            SshConnectionOptions.fromAdditionalProperties(pojo.additionalPropertiesMap)
+
+        // Configure SSL encryption.
+        if (
+            pojo.getEncryptionValue() in
+                listOf(EncryptionDisable, EncryptionAllow, EncryptionPrefer) &&
+                sshTunnel is SshNoTunnelMethod &&
+                featureFlags.contains(FeatureFlag.AIRBYTE_CLOUD_DEPLOYMENT)
+        ) {
+            throw ConfigErrorException(
+                "Connection from Airbyte Cloud requires SSL encryption or an SSH tunnel."
+            )
+        }
+
+        val sslJdbcProperties: Map<String, String> = pojo.getEncryptionValue()!!.jdbcProperties()
+        jdbcProperties.putAll(sslJdbcProperties)
+        log.info { "SSL mode: ${sslJdbcProperties["sslmode"]}" }
+
+        applyDefaultJdbcProperties(jdbcProperties)
+
+        // Configure cursor.
+        val incremental: IncrementalConfiguration =
+            fromIncrementalSpec(pojo.getIncrementalConfigurationSpecificationValue())
+
+        var encodedDatabaseName = URLEncoder.encode(pojo.database, StandardCharsets.UTF_8.name())
+
+        // Build JDBC URL.
+        val jdbcUrlFmt = "jdbc:postgresql://%s:%d/$encodedDatabaseName"
+
+        // Internal configuration settings.
+        val checkpointTargetInterval: Duration =
+            Duration.ofSeconds(pojo.checkpointTargetIntervalSeconds?.toLong() ?: 0)
+        if (!checkpointTargetInterval.isPositive) {
+            throw ConfigErrorException("Checkpoint Target Interval should be positive")
+        }
+
+        val maxDBConnections: Int? = pojo.maxDbConnections
+
+        log.info { "maxDBConnections: $maxDBConnections. socket paths: ${socketPaths.size}" }
+
+        // If max_db_connections is set, we use it.
+        // Otherwise, we use the number of socket paths provided for speed mode
+        // Or 1 for legacy mode
+        val maxConcurrency: Int =
+            when (DataChannelMedium.valueOf(dataChannelMedium)) {
+                STDIO -> maxDBConnections ?: 1
+                SOCKET -> maxDBConnections ?: socketPaths.size
+            }
+        log.info { "Effective concurrency: $maxConcurrency" }
+
+        val namespaces: Set<String> =
+            pojo.schemas?.filter { it.isNotBlank() }?.toSet()?.takeUnless { it.isEmpty() }
+                ?: setOf("public")
+
+        return PostgresSourceConfiguration(
+            realHost = realHost,
+            realPort = realPort,
+            sshTunnel = sshTunnel,
+            sshConnectionOptions = sshOpts,
+            jdbcUrlFmt = jdbcUrlFmt,
+            jdbcProperties = jdbcProperties,
+            database = pojo.database,
+            namespaces = namespaces,
+            incrementalConfiguration = incremental,
+            maxConcurrency = maxConcurrency,
+            checkpointTargetInterval = checkpointTargetInterval,
+            checkPrivileges = pojo.checkPrivileges ?: true,
+        )
+    }
+
+    private fun applyDefaultJdbcProperties(jdbcProperties: MutableMap<String, String>) {
+        jdbcProperties.putIfAbsent(
+            CONNECT_TIMEOUT.getName(),
+            CONNECT_TIMEOUT.defaultValue.toString()
+        )
+        jdbcProperties.putIfAbsent(PREPARE_THRESHOLD.getName(), "0")
+        jdbcProperties.putIfAbsent(TCP_KEEP_ALIVE.getName(), "true")
+    }
+
+    private fun fromIncrementalSpec(
+        incrementalSpec: IncrementalConfigurationSpecification
+    ): IncrementalConfiguration =
+        when (incrementalSpec) {
+            StandardReplicationMethodConfigurationSpecification ->
+                UserDefinedCursorIncrementalConfiguration
+            XminReplicationMethodConfigurationSpecification -> XminIncrementalConfiguration
+            is CdcReplicationMethodConfigurationSpecification -> {
+                val initialLoadTimeout: Duration =
+                // TODO: Default value is duplicated here and in ConfigurationSpecification
+                Duration.ofHours(incrementalSpec.initialLoadTimeoutHours?.toLong() ?: 8)
+                val invalidCdcCursorPositionBehavior: InvalidCdcCursorPositionBehavior =
+                    if (incrementalSpec.invalidCdcCursorPositionBehavior == "Fail sync") {
+                        InvalidCdcCursorPositionBehavior.FAIL_SYNC
+                    } else {
+                        InvalidCdcCursorPositionBehavior.RESET_SYNC
+                    }
+                val initialWaitingDuration =
+                // TODO: Default value is duplicated here and in ConfigurationSpecification
+                Duration.ofSeconds(incrementalSpec.initialWaitingSeconds?.toLong() ?: 1200)
+                val shutdownTimeout: Duration =
+                // TODO: Default value is duplicated here and in ConfigurationSpecification
+                Duration.ofSeconds(incrementalSpec.debeziumShutdownTimeoutSeconds?.toLong() ?: 60)
+                CdcIncrementalConfiguration(
+                    initialLoadTimeout = initialLoadTimeout,
+                    invalidCdcCursorPositionBehavior = invalidCdcCursorPositionBehavior,
+                    shutdownTimeout = shutdownTimeout,
+                    replicationSlot = incrementalSpec.replicationSlot,
+                    publication = incrementalSpec.publication,
+                    debeziumCommitsLsn = incrementalSpec.lsnCommitBehavior == "While reading Data",
+                    heartbeatActionQuery = incrementalSpec.heartbeatActionQuery,
+                    airbyteHeartbeatTimeout = initialWaitingDuration,
+                )
+            }
+        }
+
+    private fun EncryptionSpecification.jdbcProperties(): Map<String, String> {
+        //    private fun fromEncryptionSpec(encryptionSpec: EncryptionSpecification): Map<String,
+        // String> {
+        val extraJdbcProperties: MutableMap<String, String> = mutableMapOf()
+        val sslData: SslData =
+            when (this) {
+                is EncryptionDisable -> SslData(DISABLE.value)
+                is EncryptionAllow -> SslData(ALLOW.value)
+                is EncryptionPrefer -> SslData(PREFER.value)
+                is EncryptionRequire -> SslData(REQUIRE.value)
+                is SslVerifyCertificate ->
+                    SslData(
+                        mode = VERIFY_CA.value,
+                        caCertificate = sslCertificate,
+                        clientCertificate = sslClientCertificate,
+                        clientKey = sslClientKey,
+                        keyStorePassword = sslClientPassword,
+                    )
+                is SslVerifyFull ->
+                    SslData(
+                        mode = VERIFY_FULL.value,
+                        caCertificate = sslCertificate,
+                        clientCertificate = sslClientCertificate,
+                        clientKey = sslClientKey,
+                        keyStorePassword = sslClientPassword,
+                    )
+            }
+        extraJdbcProperties[SSL_MODE] = sslData.mode
+        if (sslData.caCertificate.isNullOrBlank()) {
+            // if CA cert is not available - done
+            return extraJdbcProperties
+        }
+        val password: String =
+            sslData.keyStorePassword.takeUnless { it.isNullOrBlank() }
+                ?: UUID.randomUUID().toString()
+
+        extraJdbcProperties[CLIENT_KEY_STORE_PASS] = password
+        // Save CA certificate to a temporary file
+        val caCertFileURI: URI = saveCACertificate {
+            val caCertFile = Files.createTempFile(null, null)
+            Files.write(caCertFile, sslData.caCertificate.toByteArray(StandardCharsets.UTF_8))
+                .also { it.toFile().deleteOnExit() }
+        }
+        extraJdbcProperties[TRUST_KEY_STORE_URL] = Paths.get(caCertFileURI).toString()
+
+        if (sslData.clientCertificate.isNullOrBlank() || sslData.clientKey.isNullOrBlank()) {
+            // if Client cert is not available - done
+            return extraJdbcProperties
+        }
+        // Make keystore for Client cert with given password or generate a new password.
+        val clientCertKeyStoreUrl: URL =
+            buildKeyStore("client") {
+                SSLCertificateUtils.keyStoreFromClientCertificate(
+                    sslData.clientCertificate,
+                    sslData.clientKey,
+                    password,
+                    directory = Files.createTempDirectory("ssl-keystore").toString()
+                )
+            }
+        extraJdbcProperties[CLIENT_KEY_STORE_URL] =
+            Paths.get(clientCertKeyStoreUrl.toURI()).toString()
+        return extraJdbcProperties
+    }
+
+    private data class SslData(
+        val mode: String,
+        val caCertificate: String? = null,
+        val clientCertificate: String? = null,
+        val clientKey: String? = null,
+        val keyStorePassword: String? = null,
+    )
+
+    private fun buildKeyStore(kind: String, uriSupplier: () -> URI): URL {
+        val keyStoreUri: URI =
+            try {
+                uriSupplier()
+            } catch (ex: Exception) {
+                throw ConfigErrorException("Failed to create keystore for $kind certificate", ex)
+            }
+        val keyStoreUrl: URL =
+            try {
+                keyStoreUri.toURL()
+            } catch (ex: MalformedURLException) {
+                throw ConfigErrorException("Unable to get a URL for $kind key store", ex)
+            }
+        log.debug { "URL for $kind certificate keystore is $keyStoreUrl" }
+        return keyStoreUrl
+    }
+
+    private fun saveCACertificate(uriSupplier: () -> Path): URI {
+        val caCertPath: Path =
+            try {
+                uriSupplier()
+            } catch (ex: Exception) {
+                throw ConfigErrorException("Failed to create CA certificate file", ex)
+            }
+        val caCertUrl: URI =
+            try {
+                caCertPath.toUri()
+            } catch (ex: MalformedURLException) {
+                throw ConfigErrorException("Unable to get a URI for certificate file", ex)
+            }
+        log.debug { "URI for certificate file is $caCertUrl" }
+        return caCertUrl
+    }
+
+    companion object {
+        const val TRUST_KEY_STORE_URL: String = "sslrootcert"
+        const val CLIENT_KEY_STORE_URL: String = "sslkey"
+        const val CLIENT_KEY_STORE_PASS: String = "sslpassword"
+        const val SSL_MODE: String = "sslmode"
+    }
+
+    private fun passwordOrToken(pojo: PostgresSourceConfigurationSpecification): String? {
+        if (pojo.servicePrincipalAuth ?: false) {
+            val credential =
+                ClientSecretCredentialBuilder()
+                    .clientId(pojo.entraClientId)
+                    .clientSecret(pojo.password)
+                    .tenantId(pojo.entraTenantId)
+                    .build()
+
+            val tokenRequestContext =
+                TokenRequestContext()
+                    .addScopes("https://ossrdbms-aad.database.windows.net/.default")
+
+            val accessToken: AccessToken =
+                credential.getToken(tokenRequestContext).retry(3L).blockOptional().orElseThrow {
+                    RuntimeException("Failed to retrieve token for Entra service principal")
+                }
+
+            return accessToken.token
+        } else return pojo.password
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/config/PostgresSourceConfigurationSpecification.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/config/PostgresSourceConfigurationSpecification.kt
new file mode 100644
index 000000000000..8a9ea8f34055
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/config/PostgresSourceConfigurationSpecification.kt
@@ -0,0 +1,519 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.config
+
+import com.fasterxml.jackson.annotation.JsonAnySetter
+import com.fasterxml.jackson.annotation.JsonGetter
+import com.fasterxml.jackson.annotation.JsonIgnore
+import com.fasterxml.jackson.annotation.JsonProperty
+import com.fasterxml.jackson.annotation.JsonPropertyDescription
+import com.fasterxml.jackson.annotation.JsonPropertyOrder
+import com.fasterxml.jackson.annotation.JsonSetter
+import com.fasterxml.jackson.annotation.JsonSubTypes
+import com.fasterxml.jackson.annotation.JsonTypeInfo
+import com.fasterxml.jackson.annotation.JsonValue
+import com.kjetland.jackson.jsonSchema.annotations.JsonSchemaArrayWithUniqueItems
+import com.kjetland.jackson.jsonSchema.annotations.JsonSchemaDefault
+import com.kjetland.jackson.jsonSchema.annotations.JsonSchemaDescription
+import com.kjetland.jackson.jsonSchema.annotations.JsonSchemaInject
+import com.kjetland.jackson.jsonSchema.annotations.JsonSchemaTitle
+import edu.umd.cs.findbugs.annotations.SuppressFBWarnings
+import io.airbyte.cdk.ConfigErrorException
+import io.airbyte.cdk.command.CONNECTOR_CONFIG_PREFIX
+import io.airbyte.cdk.command.ConfigurationSpecification
+import io.airbyte.cdk.ssh.MicronautPropertiesFriendlySshTunnelMethodConfigurationSpecification
+import io.airbyte.cdk.ssh.SshTunnelMethodConfiguration
+import io.micronaut.context.annotation.ConfigurationBuilder
+import io.micronaut.context.annotation.ConfigurationProperties
+import jakarta.inject.Singleton
+
+/**
+ * The object which is mapped to the Postgres source configuration JSON.
+ *
+ * Use [PostgresSourceConfiguration] instead wherever possible. This object also allows injecting
+ * values through Micronaut properties, this is made possible by the classes named
+ * `MicronautPropertiesFriendly.*`.
+ */
+@JsonSchemaTitle("Postgres Source Spec")
+@JsonSchemaInject(
+    json =
+        """{"groups":[{"id":"db"},{"id":"auth"},{"id":"security","title":"Security"},{"id":"advanced","title":"Advanced"},{"id":"performance","title":"Performance"}]}"""
+)
+@JsonPropertyOrder(
+    value =
+        [
+            "host",
+            "port",
+            "database",
+            "schemas",
+            "username",
+            "password",
+            "entra_service_principal_auth",
+            "entra_tenant_id",
+            "entra_client_id",
+            "ssl_mode",
+            "tunnel_method",
+            "jdbc_url_params",
+            "replication_method",
+            "check_privileges",
+            "checkpoint_target_interval_seconds",
+            "max_db_connections",
+        ],
+)
+@Singleton
+@ConfigurationProperties(CONNECTOR_CONFIG_PREFIX)
+@SuppressFBWarnings(value = ["NP_NONNULL_RETURN_VIOLATION"], justification = "Micronaut DI")
+class PostgresSourceConfigurationSpecification : ConfigurationSpecification() {
+    @JsonProperty("host")
+    @JsonSchemaTitle("Host")
+    @JsonSchemaInject(json = """{"order":1,"group":"db"}""")
+    @JsonPropertyDescription("Hostname of the database.")
+    lateinit var host: String
+
+    @JsonProperty("port")
+    @JsonSchemaTitle("Port")
+    @JsonSchemaInject(json = """{"order":2,"minimum": 0,"maximum": 65536,"group":"db"}""")
+    @JsonSchemaDefault("5432")
+    @JsonPropertyDescription("Port of the database. Defaults to 5432.")
+    var port: Int = 5432
+
+    @JsonProperty("database")
+    @JsonSchemaTitle("Database Name")
+    @JsonPropertyDescription("The name of the database to connect to.")
+    @JsonSchemaInject(json = """{"order":3,"group":"db"}""")
+    lateinit var database: String
+
+    @JsonProperty("username")
+    @JsonSchemaTitle("Username")
+    @JsonPropertyDescription("The username which is used to access the database.")
+    @JsonSchemaInject(json = """{"order":4,"group":"auth"}""")
+    lateinit var username: String
+
+    @JsonProperty("password")
+    @JsonSchemaTitle("Password")
+    @JsonPropertyDescription("The password associated with the username.")
+    @JsonSchemaInject(
+        json = """{"order":5,"always_show":true,"airbyte_secret":true,"group":"auth"}"""
+    )
+    var password: String? = null
+
+    @JsonProperty("entra_service_principal_auth")
+    @JsonSchemaTitle("Azure Entra Service Principal Authentication")
+    @JsonPropertyDescription(
+        "Interpret password as a client secret for a Microsoft Entra service principal"
+    )
+    @JsonSchemaInject(json = """{"order":6,"group":"auth"}""")
+    @JsonSchemaDefault("false")
+    var servicePrincipalAuth: Boolean? = false
+
+    @JsonProperty("entra_tenant_id")
+    @JsonSchemaTitle("Azure Entra Tenant Id")
+    @JsonPropertyDescription("If using Entra service principal, the ID of the tenant")
+    @JsonSchemaInject(json = """{"order":7,"group":"auth"}""")
+    var entraTenantId: String? = null
+
+    @JsonProperty("entra_client_id")
+    @JsonSchemaTitle("Azure Entra Client Id")
+    @JsonPropertyDescription(
+        "If using Entra service principal, the application ID of the service principal"
+    )
+    @JsonSchemaInject(json = """{"order":8,"group":"auth"}""")
+    var entraClientId: String? = null
+
+    @JsonProperty("schemas")
+    @JsonSchemaTitle("Schemas")
+    @JsonSchemaArrayWithUniqueItems("schemas")
+    @JsonPropertyDescription(
+        "The list of schemas to sync from. Defaults to public. Case sensitive."
+    )
+    @JsonSchemaInject(json = """{"order":9,"uniqueItems":true,"group":"db"}""")
+    var schemas: List<String>? = listOf("public")
+
+    @JsonProperty("jdbc_url_params")
+    @JsonSchemaTitle("JDBC URL Parameters (Advanced)")
+    @JsonPropertyDescription(
+        "Additional properties to pass to the JDBC URL string when connecting to the database " +
+            "formatted as 'key=value' pairs separated by the symbol '&'. " +
+            "(example: key1=value1&key2=value2&key3=value3). " +
+            "For more information read about " +
+            "<a href=\"https://jdbc.postgresql.org/documentation/head/connect.html\">JDBC URL parameters</a>."
+    )
+    @JsonSchemaInject(
+        json = """{"order":10,"group":"advanced","pattern_descriptor":"key1=value1&key2=value2"}"""
+    )
+    var jdbcUrlParams: String? = null
+
+    @JsonIgnore
+    @ConfigurationBuilder(configurationPrefix = "ssl_mode")
+    var encryption = MicronautPropertiesFriendlyEncryptionSpecification()
+
+    @JsonIgnore var encryptionJson: EncryptionSpecification? = null
+
+    @JsonSetter("ssl_mode")
+    fun setEncryptionValue(value: EncryptionSpecification) {
+        encryptionJson = value
+    }
+
+    @JsonGetter("ssl_mode")
+    @JsonSchemaTitle("SSL Mode")
+    @JsonPropertyDescription(
+        "The encryption method which is used when communicating with the database.",
+    )
+    @JsonSchemaInject(json = """{"order":8,"default":"require","group":"security"}""")
+    fun getEncryptionValue(): EncryptionSpecification? = encryptionJson ?: encryption.asEncryption()
+
+    @JsonIgnore
+    @ConfigurationBuilder(configurationPrefix = "tunnel_method")
+    val tunnelMethod = MicronautPropertiesFriendlySshTunnelMethodConfigurationSpecification()
+
+    @JsonIgnore var tunnelMethodJson: SshTunnelMethodConfiguration? = null
+
+    @JsonSetter("tunnel_method")
+    fun setTunnelMethodValue(value: SshTunnelMethodConfiguration) {
+        tunnelMethodJson = value
+    }
+
+    @JsonGetter("tunnel_method")
+    @JsonSchemaTitle("SSH Tunnel Method")
+    @JsonPropertyDescription(
+        "Whether to initiate an SSH tunnel before connecting to the database, " +
+            "and if so, which kind of authentication to use.",
+    )
+    @JsonSchemaInject(json = """{"order":11,"group":"security"}""")
+    fun getTunnelMethodValue(): SshTunnelMethodConfiguration =
+        tunnelMethodJson ?: tunnelMethod.asSshTunnelMethod()
+
+    @JsonIgnore
+    @ConfigurationBuilder(configurationPrefix = "replication_method")
+    val replication_method = MicronautPropertiesFriendlyCursorConfigurationSpecification()
+
+    @JsonIgnore var replicationMethodJson: IncrementalConfigurationSpecification? = null
+
+    @JsonSetter("replication_method")
+    fun setIncrementalConfigurationSpecificationValue(
+        value: IncrementalConfigurationSpecification
+    ) {
+        replicationMethodJson = value
+    }
+
+    @JsonGetter("replication_method")
+    @JsonSchemaTitle("Update Method")
+    @JsonPropertyDescription("Configures how data is extracted from the database.")
+    @JsonSchemaInject(json = """{"order":12,"display_type":"radio","group":"advanced"}""")
+    fun getIncrementalConfigurationSpecificationValue(): IncrementalConfigurationSpecification =
+        replicationMethodJson ?: replication_method.asIncrementalConfigurationSpecification()
+
+    @JsonProperty("checkpoint_target_interval_seconds")
+    @JsonSchemaTitle("Checkpoint Target Time Interval")
+    @JsonSchemaInject(json = """{"order":15,"always_show":true,"group":"performance"}""")
+    @JsonSchemaDefault("300")
+    @JsonPropertyDescription("How often (in seconds) a stream should checkpoint, when possible.")
+    var checkpointTargetIntervalSeconds: Int? = 300
+
+    @JsonProperty("max_db_connections")
+    @JsonSchemaTitle("Max Concurrent Queries to Database")
+    @JsonSchemaInject(json = """{"order":16,"always_show":true,"group":"performance"}""")
+    @JsonPropertyDescription(
+        "Maximum number of concurrent queries to the database. Leave empty to let Airbyte optimize performance."
+    )
+    var maxDbConnections: Int? = null
+
+    @JsonProperty("check_privileges")
+    @JsonSchemaTitle("Check Table and Column Access Privileges")
+    @JsonSchemaInject(json = """{"order":13,"always_show":true,"group":"performance"}""")
+    @JsonSchemaDefault("true")
+    @JsonPropertyDescription(
+        "When this feature is enabled, during schema discovery the connector " +
+            "will query each table or view individually to check access privileges " +
+            "and inaccessible tables, views, or columns therein will be removed. " +
+            "In large schemas, this might cause schema discovery to take too long, " +
+            "in which case it might be advisable to disable this feature.",
+    )
+    var checkPrivileges: Boolean? = true
+
+    @JsonIgnore var additionalPropertiesMap = mutableMapOf<String, Any>()
+
+    @JsonAnySetter
+    fun setAdditionalProperty(
+        name: String,
+        value: Any,
+    ) {
+        additionalPropertiesMap[name] = value
+    }
+}
+
+@JsonTypeInfo(use = JsonTypeInfo.Id.NAME, property = "mode")
+@JsonSubTypes(
+    JsonSubTypes.Type(value = EncryptionDisable::class, name = "disable"),
+    JsonSubTypes.Type(value = EncryptionAllow::class, name = "allow"),
+    JsonSubTypes.Type(value = EncryptionPrefer::class, name = "prefer"),
+    JsonSubTypes.Type(value = EncryptionRequire::class, name = "require"),
+    JsonSubTypes.Type(value = SslVerifyCertificate::class, name = "verify-ca"),
+    JsonSubTypes.Type(value = SslVerifyFull::class, name = "verify-full"),
+)
+@JsonSchemaTitle("Encryption")
+@JsonSchemaDescription("The encryption method which is used when communicating with the database.")
+sealed interface EncryptionSpecification
+
+@JsonSchemaTitle("disable")
+@JsonSchemaDescription(
+    "To force communication without encryption.",
+)
+data object EncryptionDisable : EncryptionSpecification
+
+@JsonSchemaTitle("allow")
+@JsonSchemaDescription(
+    "To allow encrypted communication, but not require it.",
+)
+data object EncryptionAllow : EncryptionSpecification
+
+@JsonSchemaTitle("prefer")
+@JsonSchemaDescription(
+    "To allow unencrypted communication only when the source doesn't support encryption.",
+)
+data object EncryptionPrefer : EncryptionSpecification
+
+@JsonSchemaTitle("require")
+@JsonSchemaDescription(
+    "To always require encryption. Note: The connection will fail if the source doesn't support encryption.",
+)
+data object EncryptionRequire : EncryptionSpecification
+
+@JsonSchemaTitle("verify-ca")
+@JsonSchemaDescription(
+    "To always require encryption and verify that the source has a valid SSL certificate."
+)
+@SuppressFBWarnings(value = ["NP_NONNULL_RETURN_VIOLATION"], justification = "Micronaut DI")
+class SslVerifyCertificate : EncryptionSpecification {
+    @JsonProperty("ca_certificate", required = true)
+    @JsonSchemaTitle("CA certificate")
+    @JsonPropertyDescription(
+        "CA certificate",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    lateinit var sslCertificate: String
+
+    @JsonProperty("client_certificate", required = false)
+    @JsonSchemaTitle("Client certificate File")
+    @JsonPropertyDescription(
+        "Client certificate (this is not a required field, but if you want to use it, you will need to add the Client key as well)",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    var sslClientCertificate: String? = null
+
+    @JsonProperty("client_key")
+    @JsonSchemaTitle("Client Key")
+    @JsonPropertyDescription(
+        "Client key (this is not a required field, but if you want to use it, you will need to add the Client certificate as well)",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    var sslClientKey: String? = null
+
+    @JsonProperty("client_key_password")
+    @JsonSchemaTitle("Client key password")
+    @JsonPropertyDescription(
+        "Password for keystorage. This field is optional. If you do not add it - the password will be generated automatically.",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    var sslClientPassword: String? = null
+}
+
+@JsonSchemaTitle("verify-full")
+@JsonSchemaDescription(
+    "To always require encryption and verify that the source has a valid SSL certificate."
+)
+@SuppressFBWarnings(value = ["NP_NONNULL_RETURN_VIOLATION"], justification = "Micronaut DI")
+class SslVerifyFull : EncryptionSpecification {
+    @JsonProperty("ca_certificate", required = true)
+    @JsonSchemaTitle("CA certificate")
+    @JsonPropertyDescription(
+        "CA certificate",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    lateinit var sslCertificate: String
+
+    @JsonProperty("client_certificate", required = false)
+    @JsonSchemaTitle("Client certificate File")
+    @JsonPropertyDescription(
+        "Client certificate (this is not a required field, but if you want to use it, you will need to add the Client key as well)",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    var sslClientCertificate: String? = null
+
+    @JsonProperty("client_key")
+    @JsonSchemaTitle("Client Key")
+    @JsonPropertyDescription(
+        "Client key (this is not a required field, but if you want to use it, you will need to add the Client certificate as well)",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    var sslClientKey: String? = null
+
+    @JsonProperty("client_key_password")
+    @JsonSchemaTitle("Client key password")
+    @JsonPropertyDescription(
+        "Password for keystorage. This field is optional. If you do not add it - the password will be generated automatically.",
+    )
+    @JsonSchemaInject(json = """{"airbyte_secret":true,"multiline":true}""")
+    var sslClientPassword: String? = null
+}
+
+@ConfigurationProperties("$CONNECTOR_CONFIG_PREFIX.ssl_mode")
+class MicronautPropertiesFriendlyEncryptionSpecification {
+    var mode: String = "require"
+    var sslCertificate: String? = null
+
+    @JsonValue
+    fun asEncryption(): EncryptionSpecification =
+        when (mode) {
+            "disable" -> EncryptionDisable
+            "allow" -> EncryptionAllow
+            "prefer" -> EncryptionPrefer
+            "require" -> EncryptionRequire
+            "verify-ca" -> SslVerifyCertificate().also { it.sslCertificate = sslCertificate!! }
+            "verify-full" -> SslVerifyFull().also { it.sslCertificate = sslCertificate!! }
+            else -> throw ConfigErrorException("invalid value $mode")
+        }
+}
+
+@JsonTypeInfo(use = JsonTypeInfo.Id.NAME, property = "method")
+@JsonSubTypes(
+    JsonSubTypes.Type(value = CdcReplicationMethodConfigurationSpecification::class, name = "CDC"),
+    JsonSubTypes.Type(
+        value = XminReplicationMethodConfigurationSpecification::class,
+        name = "Xmin"
+    ),
+    JsonSubTypes.Type(
+        value = StandardReplicationMethodConfigurationSpecification::class,
+        name = "Standard"
+    ),
+)
+@JsonSchemaTitle("Update Method")
+@JsonSchemaDescription("Configures how data is extracted from the database.")
+sealed interface IncrementalConfigurationSpecification
+
+@JsonSchemaTitle("Scan Changes with User Defined Cursor")
+@JsonSchemaDescription(
+    "Incrementally detects new inserts and updates using the " +
+        "<a href=\"https://docs.airbyte.com/understanding-airbyte/connections/incremental-append/" +
+        "#user-defined-cursor\">cursor column</a> chosen when configuring a connection " +
+        "(e.g. created_at, updated_at).",
+)
+data object StandardReplicationMethodConfigurationSpecification :
+    IncrementalConfigurationSpecification
+
+@JsonSchemaTitle("Detect Changes with Xmin System Column")
+@JsonSchemaDescription(
+    "<i>Recommended</i> - Incrementally reads new inserts and updates via Postgres " +
+        "<a href=\"https://docs.airbyte.com/integrations/sources/postgres/#xmin\">" +
+        "Xmin system column</a>. Suitable for databases that have low transaction pressure."
+)
+data object XminReplicationMethodConfigurationSpecification : IncrementalConfigurationSpecification
+
+@JsonSchemaTitle("Read Changes using Change Data Capture (CDC)")
+@JsonSchemaDescription(
+    "<i>Recommended</i> - " +
+        "Incrementally reads new inserts, updates, and deletes using Postgres's <a href=" +
+        "\"https://docs.airbyte.com/integrations/connectors/source-postgres#getting-started\"" +
+        "> change data capture feature</a>. This must be enabled on your database.",
+)
+@SuppressFBWarnings(value = ["NP_NONNULL_RETURN_VIOLATION"], justification = "testing")
+class CdcReplicationMethodConfigurationSpecification : IncrementalConfigurationSpecification {
+
+    @JsonProperty("invalid_cdc_cursor_position_behavior")
+    @JsonSchemaTitle("Invalid CDC Position Behavior (Advanced)")
+    @JsonPropertyDescription(
+        "Determines whether Airbyte should fail or re-sync data in case of an stale/invalid cursor value in the mined logs. If 'Fail sync' is chosen, a user will have to manually reset the connection before being able to continue syncing data. If 'Re-sync data' is chosen, Airbyte will automatically trigger a refresh but could lead to higher cloud costs and data loss.",
+    )
+    @JsonSchemaDefault("Fail sync")
+    @JsonSchemaInject(json = """{"order":6,"enum":["Fail sync","Re-sync data"]}""")
+    var invalidCdcCursorPositionBehavior: String? = "Fail sync"
+
+    @JsonProperty("initial_load_timeout_hours")
+    @JsonSchemaTitle("Initial Load Timeout in Hours (Advanced)")
+    @JsonPropertyDescription(
+        "The amount of time an initial load is allowed to continue for before catching up on CDC events.",
+    )
+    @JsonSchemaDefault("8")
+    @JsonSchemaInject(json = """{"order":7,"min":4,"max":24}""")
+    var initialLoadTimeoutHours: Int? = 8
+
+    @JsonProperty("debezium_shutdown_timeout_seconds")
+    @JsonSchemaTitle("Debezium Engine Shutdown Timeout in Seconds (Advanced)")
+    @JsonPropertyDescription(
+        "The amount of time to allow the Debezium Engine to shut down, in seconds.",
+    )
+    @JsonSchemaDefault("60")
+    @JsonSchemaInject(json = """{"order":8,"min":1,"max":3600}""")
+    var debeziumShutdownTimeoutSeconds: Int? = 60
+
+    @JsonProperty("replication_slot", required = true)
+    @JsonSchemaTitle("Replication Slot")
+    @JsonPropertyDescription(
+        "A plugin logical replication slot. Read about <a href=\\\"https://docs.airbyte.com/integrations/sources/postgres#step-3-create-replication-slot\\\">replication slots</a>."
+    )
+    @JsonSchemaInject(json = """{"order":1,"always_show":true, "minLength":1}""")
+    lateinit var replicationSlot: String
+
+    @JsonProperty("publication", required = true)
+    @JsonSchemaTitle("Publication")
+    @JsonPropertyDescription(
+        "A Postgres publication used for consuming changes. Read about <a href=\\\"https://docs.airbyte.com/integrations/sources/postgres#step-4-create-publications-and-replication-identities-for-tables\\\">publications and replication identities</a>."
+    )
+    @JsonSchemaInject(json = """{"order":2,"always_show":true, "minLength":1}""")
+    lateinit var publication: String
+
+    @JsonProperty("initial_waiting_seconds")
+    @JsonSchemaTitle("Initial Waiting Time in Seconds (Advanced)")
+    @JsonPropertyDescription(
+        "The amount of time the connector will wait when it launches to determine if there is new data to sync or not. Defaults to 1200 seconds. Valid range: 120 seconds to 2400 seconds. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-setting-up-initial-cdc-waiting-time\">initial waiting time</a>."
+    )
+    @JsonSchemaDefault("1200")
+    @JsonSchemaInject(json = """{"order":3,"min":120,"max":2400}""")
+    var initialWaitingSeconds: Int? = 1200
+
+    // WARNING: The British English spelling of "behaviour" was used in the old connector.
+    //  We've updated the UI to use the American English spelling of "behavior".
+    //  The json representation must remain unchanged to avoid needing a migration.
+    @JsonProperty("lsn_commit_behaviour")
+    @JsonSchemaTitle("LSN commit behavior")
+    @JsonPropertyDescription(
+        "Determines when Airbyte should flush the LSN of processed WAL logs in the source database. `After loading Data in the destination` is default. If `While reading Data` is selected, in case of a downstream failure (while loading data into the destination), next sync would result in a full sync."
+    )
+    @JsonSchemaDefault("After loading Data in the destination")
+    @JsonSchemaInject(
+        json =
+            """{"order":4,"enum":[ "While reading Data", "After loading Data in the destination"]}"""
+    )
+    var lsnCommitBehavior: String? = "After loading Data in the destination"
+
+    @JsonProperty("heartbeat_action_query")
+    @JsonSchemaTitle("Debezium heartbeat query (Advanced)")
+    @JsonPropertyDescription(
+        "Specifies a query that the connector executes on the source database when the connector sends a heartbeat message. Please see the <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-wal-disk-consumption-and-heartbeat-action-query\">setup guide</a> for how and when to configure this setting."
+    )
+    @JsonSchemaDefault("")
+    @JsonSchemaInject(json = """{"order":5}""")
+    var heartbeatActionQuery: String? = ""
+}
+
+@ConfigurationProperties("$CONNECTOR_CONFIG_PREFIX.cursor")
+class MicronautPropertiesFriendlyCursorConfigurationSpecification {
+    var cursorMethod: String = "user_defined"
+    var invalidCdcCursorPositionBehavior: String? = null
+    var initialLoadTimeoutHours: Int? = null
+    var debeziumShutdownTimeoutSeconds: Int? = null
+
+    fun asIncrementalConfigurationSpecification(): IncrementalConfigurationSpecification =
+        when (cursorMethod) {
+            "user_defined" -> StandardReplicationMethodConfigurationSpecification
+            "cdc" ->
+                CdcReplicationMethodConfigurationSpecification().also {
+                    it.invalidCdcCursorPositionBehavior = invalidCdcCursorPositionBehavior
+                    it.initialLoadTimeoutHours = initialLoadTimeoutHours
+                    it.debeziumShutdownTimeoutSeconds = debeziumShutdownTimeoutSeconds
+                }
+            else -> throw ConfigErrorException("invalid value $cursorMethod")
+        }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/ctid/Ctid.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/ctid/Ctid.kt
new file mode 100644
index 000000000000..eefb1b130269
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/ctid/Ctid.kt
@@ -0,0 +1,33 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.ctid
+
+import java.util.regex.Pattern
+
+data class Ctid(val page: Long, val tuple: Long) {
+    override fun toString(): String = "($page,$tuple)"
+
+    companion object {
+        val ZERO: Ctid = Ctid(0, 0)
+
+        fun of(ctid: String): Ctid {
+            val p = Pattern.compile("\\d+")
+            val m = p.matcher(ctid)
+            require(m.find()) { "Invalid ctid format" }
+            val ctidPageStr = m.group()
+            val page: Long = ctidPageStr.toLong()
+
+            require(m.find()) { "Invalid ctid format" }
+            val ctidTupleStr = m.group()
+            val tuple: Long = ctidTupleStr.toLong()
+
+            return Ctid(page, tuple)
+        }
+
+        fun inc(ctid: Ctid, maxTuple: Long): Ctid =
+            if (ctid.tuple + 1 > maxTuple) Ctid(ctid.page + 1, 1)
+            else Ctid(ctid.page, ctid.tuple + 1)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceFieldTypeMapper.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceFieldTypeMapper.kt
new file mode 100644
index 000000000000..26d9a96353be
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceFieldTypeMapper.kt
@@ -0,0 +1,179 @@
+/* Copyright (c) 2025 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations
+
+import io.airbyte.cdk.discover.FieldType
+import io.airbyte.cdk.discover.JdbcMetadataQuerier
+import io.airbyte.cdk.discover.SystemType
+import io.airbyte.cdk.jdbc.ArrayFieldType
+import io.airbyte.cdk.jdbc.BigDecimalFieldType
+import io.airbyte.cdk.jdbc.BigIntegerFieldType
+import io.airbyte.cdk.jdbc.BinaryStreamFieldType
+import io.airbyte.cdk.jdbc.BooleanFieldType
+import io.airbyte.cdk.jdbc.DoubleFieldType
+import io.airbyte.cdk.jdbc.FloatFieldType
+import io.airbyte.cdk.jdbc.IntFieldType
+import io.airbyte.cdk.jdbc.JdbcFieldType
+import io.airbyte.cdk.jdbc.LongFieldType
+import io.airbyte.cdk.jdbc.NullFieldType
+import io.airbyte.cdk.jdbc.PokemonFieldType
+import io.airbyte.cdk.jdbc.ShortFieldType
+import io.airbyte.cdk.jdbc.StringFieldType
+import io.airbyte.integrations.source.postgres.operations.types.AnyFieldType
+import io.airbyte.integrations.source.postgres.operations.types.HstoreFieldType
+import io.airbyte.integrations.source.postgres.operations.types.LegacyBooleanBitsFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresByteaFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresDateFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresMoneyArrayElementFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresMoneyFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresTimeFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresTimeTzFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresTimestampFieldType
+import io.airbyte.integrations.source.postgres.operations.types.PostgresTimestampTzFieldType
+import io.micronaut.context.annotation.Primary
+import jakarta.inject.Singleton
+import java.sql.JDBCType
+
+@Singleton
+@Primary
+class PostgresSourceFieldTypeMapper : JdbcMetadataQuerier.FieldTypeMapper {
+
+    override fun toFieldType(c: JdbcMetadataQuerier.ColumnMetadata): FieldType =
+        when (val type = c.type) {
+            is SystemType -> {
+                val pgType = PgSystemType(type)
+                if (pgType.isArray) {
+                    ArrayFieldType(scalarType(pgType))
+                } else scalarType(pgType)
+            }
+            else -> PokemonFieldType
+        }
+
+    private fun scalarType(type: PgSystemType): JdbcFieldType<*> {
+        // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+        //  Remove this - preserves legacy mapping of "_oid" array inconsistent with "oid" scalar
+        if (type.isArray && type.scalarTypeName == "oid") return BigDecimalFieldType
+        // _bytea arrays use base64 encoding; scalar bytea uses hex string (legacy inconsistency)
+        if (type.isArray && type.scalarTypeName == "bytea") return PostgresByteaFieldType
+        return when (type.scalarJdbcType) {
+            JDBCType.BIT ->
+                if (type.scalarTypeName == "bool") BooleanFieldType
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+                //  Fix array types mismatching scalar types.
+                //  Currently: bit(1) -> STRING; _bit(1) -> ARRAY<BOOLEAN>
+                else if (type.isArray) LegacyBooleanBitsFieldType else StringFieldType
+            JDBCType.BOOLEAN -> BooleanFieldType
+            JDBCType.SMALLINT -> ShortFieldType
+            JDBCType.INTEGER ->
+                // oid type is unsigned and must be cast to Long to avoid truncation
+                if (type.scalarTypeName == "oid") LongFieldType else IntFieldType
+            JDBCType.BIGINT -> LongFieldType
+            JDBCType.REAL -> FloatFieldType
+            JDBCType.FLOAT,
+            JDBCType.DOUBLE ->
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15879):
+                //  Fix type handling for numeric arrays. Arrays and scalars of money are handled
+                //  differently by the PostgresCustomConverter.
+                when {
+                    type.scalarTypeName != "money" -> DoubleFieldType
+                    type.isArray -> PostgresMoneyArrayElementFieldType
+                    else -> PostgresMoneyFieldType
+                }
+            JDBCType.NUMERIC,
+            JDBCType.DECIMAL -> {
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15879):
+                //  Fix type handling for numeric arrays.
+                //  Precision and scale for array types are not accurately reported by JDBC.
+                //  If we are able to fetch the real values, we should remove this clause.
+                if (type.isArray) BigDecimalFieldType
+                else if (type.precision != 0 && type.scale == 0) BigIntegerFieldType
+                else BigDecimalFieldType
+            }
+            JDBCType.DATE -> PostgresDateFieldType
+            JDBCType.TIMESTAMP ->
+                // JDBC driver reports timestamptz as TIMESTAMP instead of TIMESTAMP_WITH_TIMEZONE
+                // for complex and historical reasons
+                if (type.scalarTypeName == "timestamptz") PostgresTimestampTzFieldType
+                else PostgresTimestampFieldType
+            JDBCType.TIME ->
+                // JDBC driver reports timetz as TIME instead of TIME_WITH_TIMEZONE
+                // for complex and historical reasons
+                if (type.scalarTypeName == "timetz") PostgresTimeTzFieldType
+                else PostgresTimeFieldType
+            JDBCType.CHAR,
+            JDBCType.VARCHAR -> StringFieldType
+            JDBCType.BINARY,
+            JDBCType.VARBINARY ->
+                if (type.scalarTypeName == "bytea") StringFieldType else BinaryStreamFieldType
+            JDBCType.NULL -> NullFieldType
+            JDBCType.OTHER ->
+                when (type.scalarTypeName) {
+                    // Legacy mappings. Could be JsonStringFieldType instead?
+                    "json",
+                    "jsonb" -> StringFieldType
+                    "hstore" -> HstoreFieldType
+                    "point",
+                    "box",
+                    "line",
+                    "circle",
+                    "lseg",
+                    "path",
+                    "polygon" -> AnyFieldType
+                    else -> StringFieldType
+                }
+            else -> StringFieldType
+        }
+    }
+
+    class PgSystemType(systemType: SystemType) {
+        val isArray: Boolean = systemType.typeName!!.startsWith("_")
+        val scalarTypeName =
+            if (isArray) systemType.typeName!!.substring(1) else systemType.typeName!!
+        val scalarJdbcType: JDBCType =
+            if (isArray) scalarJDBCType(systemType.typeName!!) else systemType.jdbcType!!
+        // TODO: Fix type handling for numeric arrays.
+        //  Requires fetching the correct scale and precision of array elements from another source.
+        //  https://github.com/airbytehq/airbyte-internal-issues/issues/15879
+        val scale = systemType.scale
+        val precision = systemType.precision
+
+        init {
+            // TODO: Better user-facing message? Alert Extract team?
+            requireNotNull(systemType.typeName)
+            requireNotNull(systemType.jdbcType)
+        }
+
+        // Postgres reports the JDBC type of all arrays as JDBCType.ARRAY. Here, we use the
+        // name of the array type to determine the JDBC type of its elements. Array type names
+        // are prefixed with an underscore. These names are all canonical, not aliases.
+        private fun scalarJDBCType(arrayTypeName: String): JDBCType =
+            when (arrayTypeName) {
+                "_bit",
+                "_varbit" -> JDBCType.BIT
+                "_bool" -> JDBCType.BOOLEAN
+                "_text",
+                "_varchar",
+                "_name" -> JDBCType.VARCHAR
+                "_char",
+                "_bpchar" -> JDBCType.CHAR
+                "_int2" -> JDBCType.SMALLINT
+                "_int4",
+                "_oid" -> JDBCType.INTEGER
+                "_int8", -> JDBCType.BIGINT
+                "_numeric" -> JDBCType.NUMERIC
+                "_float4" -> JDBCType.REAL
+                "_money",
+                "_float8" -> JDBCType.DOUBLE
+                // JDBC driver reports timestamptz as TIMESTAMP instead of TIMESTAMP_WITH_TIMEZONE
+                // for complex and historical reasons. We follow suit for the array case.
+                "_timestamptz",
+                "_timestamp" -> JDBCType.TIMESTAMP
+                // JDBC driver reports timetz as TIME instead of TIMESTAMP_WITH_TIMEZONE
+                // for complex and historical reasons. We follow suit for the array case.
+                "_timetz",
+                "_time" -> JDBCType.TIME
+                "_date" -> JDBCType.DATE
+                "_bytea" -> JDBCType.VARBINARY
+                else -> JDBCType.OTHER
+            }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceSelectQueryGenerator.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceSelectQueryGenerator.kt
new file mode 100644
index 000000000000..03bc62f6d692
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceSelectQueryGenerator.kt
@@ -0,0 +1,196 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.operations
+
+import io.airbyte.cdk.discover.DataField
+import io.airbyte.cdk.discover.NonEmittedField
+import io.airbyte.cdk.jdbc.LongFieldType
+import io.airbyte.cdk.jdbc.LosslessJdbcFieldType
+import io.airbyte.cdk.read.And
+import io.airbyte.cdk.read.Equal
+import io.airbyte.cdk.read.From
+import io.airbyte.cdk.read.FromNode
+import io.airbyte.cdk.read.FromSample
+import io.airbyte.cdk.read.Greater
+import io.airbyte.cdk.read.GreaterOrEqual
+import io.airbyte.cdk.read.Lesser
+import io.airbyte.cdk.read.LesserOrEqual
+import io.airbyte.cdk.read.Limit
+import io.airbyte.cdk.read.LimitNode
+import io.airbyte.cdk.read.NoFrom
+import io.airbyte.cdk.read.NoLimit
+import io.airbyte.cdk.read.NoOrderBy
+import io.airbyte.cdk.read.NoWhere
+import io.airbyte.cdk.read.Or
+import io.airbyte.cdk.read.OrderBy
+import io.airbyte.cdk.read.OrderByNode
+import io.airbyte.cdk.read.SelectColumnMaxValue
+import io.airbyte.cdk.read.SelectColumns
+import io.airbyte.cdk.read.SelectNode
+import io.airbyte.cdk.read.SelectQuery
+import io.airbyte.cdk.read.SelectQueryGenerator
+import io.airbyte.cdk.read.SelectQuerySpec
+import io.airbyte.cdk.read.Where
+import io.airbyte.cdk.read.WhereClauseLeafNode
+import io.airbyte.cdk.read.WhereClauseNode
+import io.airbyte.cdk.read.WhereNode
+import io.airbyte.cdk.util.Jsons
+import io.airbyte.integrations.source.postgres.ctidField
+import io.airbyte.integrations.source.postgres.xminField
+import io.micronaut.context.annotation.Primary
+import jakarta.inject.Singleton
+
+@Singleton
+@Primary
+class PostgresSourceSelectQueryGenerator : SelectQueryGenerator {
+
+    override fun generate(ast: SelectQuerySpec): SelectQuery =
+        SelectQuery(ast.sql(), ast.select.columns, ast.bindings())
+
+    fun SelectQuerySpec.sql(): String {
+        val components: List<String> = listOf(select.sql(), from.sql(), where.sql(), orderBy.sql())
+        val sqlWithoutLimit: String = components.filter { it.isNotBlank() }.joinToString(" ")
+        val limitClause: String =
+            when (limit) {
+                NoLimit -> return sqlWithoutLimit
+                Limit(0) -> "LIMIT 0"
+                is Limit -> "LIMIT ?"
+            }
+        return if (where == NoWhere && orderBy == NoOrderBy) {
+            "$sqlWithoutLimit $limitClause"
+        } else {
+            "${select.sql()} FROM ($sqlWithoutLimit) $limitClause"
+        }
+    }
+
+    fun SelectNode.sql(): String =
+        "SELECT " +
+            when (this) {
+                is SelectColumns -> columns.joinToString(", ") { it.sql() }
+                is SelectColumnMaxValue -> "MAX(${column.sql()})"
+            }
+
+    /*fun Field.sql(): String = when(id) {
+        "ctid" -> "ctid::text"
+        else -> "\"$id\""
+    }*/
+
+    fun DataField.sql(): String = "\"$id\""
+
+    fun FromNode.sql(): String =
+        when (this) {
+            NoFrom -> "FROM 1"
+            is From -> "FROM ${toQualifiedTableName(namespace, name)}"
+            // Simply return the first sample_size of rows from the table since we only used the
+            // sample to gauge row size
+            is FromSample -> From(name, namespace).sql()
+        }
+
+    fun WhereNode.sql(): String =
+        when (this) {
+            NoWhere -> ""
+            is Where -> "WHERE ${clause.sql()}"
+        }
+
+    fun WhereClauseNode.sql(): String =
+        when (this) {
+            is And -> conj.joinToString(") AND (", "(", ")") { it.sql() }
+            is Or -> disj.joinToString(") OR (", "(", ")") { it.sql() }
+            is Equal ->
+                when (column) {
+                    is NonEmittedField ->
+                        when (column.id) {
+                            ctidField.id -> "${column.sql()} = ?::tid"
+                            xminField.id -> "${column.sql()}::text::bigint = ?"
+                            else -> "${column.sql()} = ?"
+                        }
+                    else -> "${column.sql()} = ?"
+                }
+            is GreaterOrEqual ->
+                when (column) {
+                    is NonEmittedField ->
+                        when (column.id) {
+                            ctidField.id -> "${column.sql()} >= ?::tid"
+                            xminField.id -> "${column.sql()}::text::bigint >= ?"
+                            else -> "${column.sql()} >= ?"
+                        }
+                    else -> "${column.sql()} >= ?"
+                }
+            is Greater ->
+                when (column) {
+                    is NonEmittedField ->
+                        when (column.id) {
+                            ctidField.id -> "${column.sql()} > ?::tid"
+                            xminField.id -> "${column.sql()}::text::bigint > ?"
+                            else -> "${column.sql()} > ?"
+                        }
+                    else -> "${column.sql()} > ?"
+                }
+            is LesserOrEqual ->
+                when (column) {
+                    is NonEmittedField ->
+                        when (column.id) {
+                            ctidField.id -> "${column.sql()} <= ?::tid"
+                            xminField.id -> "${column.sql()}::text::bigint <= ?"
+                            else -> "${column.sql()} <= ?"
+                        }
+                    else -> "${column.sql()} <= ?"
+                }
+            is Lesser ->
+                when (column) {
+                    is NonEmittedField ->
+                        when (column.id) {
+                            ctidField.id -> "${column.sql()} < ?::tid"
+                            xminField.id -> "${column.sql()}::text::bigint < ?"
+                            else -> "${column.sql()} < ?"
+                        }
+                    else -> "${column.sql()} < ?"
+                }
+        }
+
+    fun OrderByNode.sql(): String =
+        when (this) {
+            NoOrderBy -> ""
+            is OrderBy -> "ORDER BY " + columns.joinToString(", ") { it.sql() }
+        }
+
+    fun SelectQuerySpec.bindings(): List<SelectQuery.Binding> =
+        from.bindings() + where.bindings() + limit.bindings()
+
+    fun WhereNode.bindings(): List<SelectQuery.Binding> =
+        when (this) {
+            is NoWhere -> listOf()
+            is Where -> clause.bindings()
+        }
+
+    fun WhereClauseNode.bindings(): List<SelectQuery.Binding> =
+        when (this) {
+            is And -> conj.flatMap { it.bindings() }
+            is Or -> disj.flatMap { it.bindings() }
+            is WhereClauseLeafNode -> {
+                val type = column.type as LosslessJdbcFieldType<*, *>
+                listOf(SelectQuery.Binding(bindingValue, type))
+            }
+        }
+
+    fun LimitNode.bindings(): List<SelectQuery.Binding> =
+        when (this) {
+            NoLimit,
+            Limit(0) -> listOf()
+            is Limit -> listOf(SelectQuery.Binding(Jsons.numberNode(n), LongFieldType))
+        }
+
+    fun FromNode.bindings(): List<SelectQuery.Binding> =
+        when (this) {
+            is NoFrom,
+            is From -> listOf()
+            is FromSample -> this.where?.let { it.bindings() } ?: listOf()
+        }
+
+    companion object {
+        fun toQualifiedTableName(namespace: String?, name: String): String =
+            if (namespace.isNullOrBlank()) "\"$name\"" else "\"$namespace\".\"$name\""
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceStreamFactory.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceStreamFactory.kt
new file mode 100644
index 000000000000..60babb92d51f
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/PostgresSourceStreamFactory.kt
@@ -0,0 +1,165 @@
+/* Copyright (c) 2025 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.NullNode
+import com.fasterxml.jackson.databind.node.ObjectNode
+import io.airbyte.cdk.command.OpaqueStateValue
+import io.airbyte.cdk.command.SourceConfiguration
+import io.airbyte.cdk.data.JsonEncoder
+import io.airbyte.cdk.discover.AirbyteStreamFactory
+import io.airbyte.cdk.discover.CdcOffsetDateTimeMetaFieldType
+import io.airbyte.cdk.discover.CommonMetaField
+import io.airbyte.cdk.discover.DataOrMetaField
+import io.airbyte.cdk.discover.DiscoveredStream
+import io.airbyte.cdk.discover.JdbcAirbyteStreamFactory
+import io.airbyte.cdk.discover.MetaField
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.output.sockets.FieldValueEncoder
+import io.airbyte.cdk.output.sockets.NativeRecordPayload
+import io.airbyte.cdk.read.Stream
+import io.airbyte.cdk.read.cdc.DebeziumOffset
+import io.airbyte.integrations.source.postgres.cdc.PostgresSourceCdcMetaFields
+import io.airbyte.integrations.source.postgres.cdc.PostgresSourceCdcPosition
+import io.airbyte.integrations.source.postgres.cdc.PostgresSourceDebeziumOperations
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.airbyte.integrations.source.postgres.config.XminIncrementalConfiguration
+import io.airbyte.protocol.models.v0.AirbyteStream
+import io.airbyte.protocol.models.v0.SyncMode
+import io.micronaut.context.annotation.Primary
+import jakarta.inject.Singleton
+import java.time.OffsetDateTime
+
+@Singleton
+@Primary
+class PostgresSourceStreamFactory(val jdbcConnectionFactory: JdbcConnectionFactory) :
+    JdbcAirbyteStreamFactory {
+
+    override val globalCursor: DataOrMetaField = PostgresSourceCdcMetaFields.CDC_LSN
+
+    override val globalMetaFields: Set<MetaField> =
+        setOf(
+            PostgresSourceCdcMetaFields.CDC_LSN,
+            CommonMetaField.CDC_UPDATED_AT,
+            CommonMetaField.CDC_DELETED_AT,
+        )
+
+    val viewsBySchema: MutableMap<String, List<String>> = mutableMapOf()
+
+    @Suppress("UNCHECKED_CAST")
+    override fun decorateRecordData(
+        timestamp: OffsetDateTime,
+        globalStateValue: OpaqueStateValue?,
+        stream: Stream,
+        recordData: ObjectNode
+    ) {
+        recordData.set<JsonNode>(
+            CommonMetaField.CDC_UPDATED_AT.id,
+            CdcOffsetDateTimeMetaFieldType.jsonEncoder.encode(timestamp),
+        )
+        recordData.set<JsonNode>(PostgresSourceCdcMetaFields.CDC_LSN.id, NullNode.getInstance())
+        if (globalStateValue == null) {
+            return
+        }
+        val offset: DebeziumOffset =
+            PostgresSourceDebeziumOperations.deserializeStateUnvalidated(globalStateValue)
+        val position: PostgresSourceCdcPosition = PostgresSourceDebeziumOperations.position(offset)
+        // Legacy Airbyte type is Number but values are all Long. Here we convert.
+        val lsn = position.lsn?.asLong()?.toBigDecimal()
+        if (lsn != null) {
+            recordData.set<JsonNode>(
+                PostgresSourceCdcMetaFields.CDC_LSN.id,
+                (PostgresSourceCdcMetaFields.CDC_LSN.type.jsonEncoder as JsonEncoder<Any>).encode(
+                    lsn
+                )
+            )
+        }
+    }
+
+    @Suppress("UNCHECKED_CAST")
+    override fun decorateRecordData(
+        timestamp: OffsetDateTime,
+        globalStateValue: OpaqueStateValue?,
+        stream: Stream,
+        recordData: NativeRecordPayload
+    ) {
+        recordData[CommonMetaField.CDC_UPDATED_AT.id] =
+            FieldValueEncoder(
+                timestamp,
+                CommonMetaField.CDC_UPDATED_AT.type.jsonEncoder as JsonEncoder<Any>
+            )
+        recordData[PostgresSourceCdcMetaFields.CDC_LSN.id] =
+            FieldValueEncoder(
+                // Legacy Airbyte type is Number but values are all Long. Here we convert.
+                0.toBigDecimal(),
+                PostgresSourceCdcMetaFields.CDC_LSN.type.jsonEncoder as JsonEncoder<Any>
+            )
+        if (globalStateValue == null) {
+            return
+        }
+        val offset: DebeziumOffset =
+            PostgresSourceDebeziumOperations.deserializeStateUnvalidated(globalStateValue)
+        val position: PostgresSourceCdcPosition = PostgresSourceDebeziumOperations.position(offset)
+        recordData[PostgresSourceCdcMetaFields.CDC_LSN.id] =
+            FieldValueEncoder(
+                // Legacy Airbyte type is Number but values are all Long. Here we convert.
+                position.lsn?.asLong()?.toBigDecimal(),
+                PostgresSourceCdcMetaFields.CDC_LSN.type.jsonEncoder as JsonEncoder<Any>
+            )
+    }
+
+    override fun create(
+        config: SourceConfiguration,
+        discoveredStream: DiscoveredStream
+    ): AirbyteStream {
+        val postgresConfig = config as PostgresSourceConfiguration
+        val isCdc = config.isCdc()
+        val hasPK = hasValidPrimaryKey(discoveredStream)
+        val hasPotentialCursorFields = hasPotentialCursorFields(discoveredStream)
+        val isXmin = postgresConfig.incrementalConfiguration is XminIncrementalConfiguration
+        var isView = false
+        discoveredStream.id.namespace?.let { namespace ->
+            // TO-DO: unify views queries for all schemas in a single query.
+            isView =
+                viewsBySchema
+                    .getOrPut(namespace) { getViewsInSchema(namespace) }
+                    .contains(discoveredStream.id.name) == true
+        }
+
+        val supportsIncremental =
+            when {
+                isXmin -> !isView
+                isCdc -> hasPK
+                else -> hasPotentialCursorFields
+            }
+        val syncModes =
+            when {
+                supportsIncremental -> listOf(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL)
+                else -> listOf(SyncMode.FULL_REFRESH)
+            }
+        val primaryKey: List<List<String>> =
+            if (isCdc || hasPK) discoveredStream.primaryKeyColumnIDs else emptyList()
+        val stream =
+            AirbyteStreamFactory.createAirbyteStream(discoveredStream).apply {
+                if (isCdc && hasPK) {
+                    decorateAirbyteStream(this)
+                }
+                supportedSyncModes = syncModes
+                sourceDefinedPrimaryKey = primaryKey
+                sourceDefinedCursor = (isCdc || isXmin) && hasPK
+                isResumable = hasPK
+            }
+        return stream
+    }
+
+    private fun getViewsInSchema(schema: String): List<String> =
+        jdbcConnectionFactory.get().use { conn ->
+            val query = "SELECT viewname FROM pg_catalog.pg_views WHERE schemaname = ?"
+            conn.prepareStatement(query).use { stmt ->
+                stmt.setString(1, schema)
+                stmt.executeQuery().use { rs ->
+                    generateSequence { if (rs.next()) rs.getString("viewname") else null }.toList()
+                }
+            }
+        }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/AnyFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/AnyFieldType.kt
new file mode 100644
index 000000000000..e180512e8c2c
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/AnyFieldType.kt
@@ -0,0 +1,36 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.data.JsonCodec
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcFieldType
+import io.airbyte.cdk.jdbc.JdbcGetter
+import io.airbyte.cdk.util.Jsons
+import java.sql.ResultSet
+
+// Field type for Postgres types that must be read via rs.getObject() to get the JDBC driver's
+// Java object representation (e.g. PGpoint, PGbox), whose toString() produces the correctly
+// formatted string (e.g. "(3.0,7.0)"). rs.getString() would give the compact form "(3,7)".
+object AnyFieldType :
+    JdbcFieldType<String>(
+        LeafAirbyteSchemaType.STRING,
+        PgObjectStringAccessor,
+        PgObjectStringCodec,
+    )
+
+private object PgObjectStringAccessor : JdbcGetter<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? =
+        rs.getObject(colIdx)?.takeUnless { rs.wasNull() }?.toString()
+}
+
+private object PgObjectStringCodec : JsonCodec<String> {
+    override fun encode(decoded: String): JsonNode = Jsons.textNode(decoded)
+
+    // Use asText() so this works whether the node is a TextNode or any other type
+    // (e.g. if Debezium or a future path sends a non-string node).
+    override fun decode(encoded: JsonNode): String = encoded.asText()
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/DateTimeConverter.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/DateTimeConverter.kt
new file mode 100644
index 000000000000..ee1a9e55e09d
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/DateTimeConverter.kt
@@ -0,0 +1,271 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.operations.types
+
+import io.github.oshai.kotlinlogging.KotlinLogging
+import java.sql.Date
+import java.sql.Time
+import java.sql.Timestamp
+import java.time.Duration
+import java.time.Instant
+import java.time.LocalDate
+import java.time.LocalDateTime
+import java.time.LocalTime
+import java.time.OffsetDateTime
+import java.time.OffsetTime
+import java.time.ZoneOffset
+import java.time.ZonedDateTime
+import java.time.chrono.IsoEra
+import java.time.format.DateTimeFormatter
+import java.util.concurrent.TimeUnit
+import kotlin.math.abs
+import kotlin.math.min
+
+private val LOGGER = KotlinLogging.logger {}
+
+object DateTimeConverter {
+
+    val TIME_WITH_TIMEZONE_FORMATTER: DateTimeFormatter =
+        DateTimeFormatter.ofPattern(
+            "HH:mm:ss[.][SSSSSSSSS][SSSSSSS][SSSSSS][SSSSS][SSSS][SSS][SS][S][''][XXX][XX][X]"
+        )
+    private var loggedUnknownTimeWithTimeZoneClass = false
+    private var loggedUnknownTimeClass = false
+    private var loggedUnknownTimestampWithTimeZoneClass = false
+    private var loggedUnknownTimestampClass = false
+    private var loggedUnknownDateClass = false
+
+    @JvmField val TIME_FORMATTER: DateTimeFormatter = DateTimeFormatter.ofPattern("HH:mm:ss.SSSSSS")
+    @JvmField
+    val TIMESTAMP_FORMATTER: DateTimeFormatter =
+        DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss.SSSSSS")
+    @JvmField
+    val TIMETZ_FORMATTER: DateTimeFormatter = DateTimeFormatter.ofPattern("HH:mm:ss.SSSSSSXXX")
+    @JvmField
+    val TIMESTAMPTZ_FORMATTER: DateTimeFormatter =
+        DateTimeFormatter.ofPattern("yyyy-MM-dd'T'HH:mm:ss.SSSSSSXXX")
+    @JvmField val DATE_FORMATTER: DateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd")
+
+    @JvmStatic
+    fun convertToTimeWithTimezone(time: Any): String {
+        if (time is OffsetTime) {
+            return if (hasZeroSecondsAndNanos(time.toLocalTime())) time.format(TIMETZ_FORMATTER)
+            else time.toString()
+        } else {
+            if (!loggedUnknownTimeWithTimeZoneClass) {
+                LOGGER.info { "Unknown class for Time with timezone data type ${time.javaClass}" }
+                loggedUnknownTimeWithTimeZoneClass = true
+            }
+            val timetz = OffsetTime.parse(time.toString(), TIME_WITH_TIMEZONE_FORMATTER)
+            return if (hasZeroSecondsAndNanos(timetz.toLocalTime())) timetz.format(TIMETZ_FORMATTER)
+            else timetz.toString()
+        }
+    }
+
+    @JvmStatic
+    fun convertToTimestampWithTimezone(timestamp: Any): String {
+        if (timestamp is Timestamp) {
+            // TODO: Old comment from when dbz snapshot was used is preserved below. We should
+            //  determine whether this is still necessary and delete or revise accordingly.
+            // In snapshot mode, debezium produces a java.sql.Timestamp object for the TIMESTAMPTZ
+            // type. Conceptually, a timestamp with timezone is an Instant. But t.toInstant()
+            // actually mangles the value for ancient dates, because leap years weren't applied
+            // consistently in ye olden days. Additionally, toInstant() (and toLocalDateTime())
+            // actually lose the era indicator, so we can't rely on their getEra() methods.
+            // So we have special handling for this case, which sidesteps the toInstant conversion.
+            val timestamptz: ZonedDateTime = timestamp.toLocalDateTime().atZone(ZoneOffset.UTC)
+            val value = timestamptz.format(TIMESTAMPTZ_FORMATTER)
+            return resolveEra(timestamp, value)
+        } else if (timestamp is OffsetDateTime) {
+            return resolveEra(timestamp.toLocalDate(), timestamp.format(TIMESTAMPTZ_FORMATTER))
+        } else if (timestamp is ZonedDateTime) {
+            return resolveEra(timestamp.toLocalDate(), timestamp.format(TIMESTAMPTZ_FORMATTER))
+        } else if (timestamp is Instant) {
+            val offsetDateTime = OffsetDateTime.ofInstant(timestamp, ZoneOffset.UTC)
+            val timestamptz = ZonedDateTime.from(offsetDateTime)
+            val localDate = timestamptz.toLocalDate()
+            val value = timestamptz.format(TIMESTAMPTZ_FORMATTER)
+            return resolveEra(localDate, value)
+        } else {
+            if (!loggedUnknownTimestampWithTimeZoneClass) {
+                LOGGER.info {
+                    "Unknown class for Timestamp with time zone data type ${timestamp.javaClass}"
+                }
+                loggedUnknownTimestampWithTimeZoneClass = true
+            }
+            val instant = Instant.parse(timestamp.toString())
+            val offsetDateTime = OffsetDateTime.ofInstant(instant, ZoneOffset.UTC)
+            val timestamptz = ZonedDateTime.from(offsetDateTime)
+            val localDate = timestamptz.toLocalDate()
+            val value = timestamptz.format(TIMESTAMPTZ_FORMATTER)
+            return resolveEra(localDate, value)
+        }
+    }
+
+    /** See [.convertToTimestampWithTimezone] for explanation of the weird things happening here. */
+    @JvmStatic
+    fun convertToTimestamp(timestamp: Any): String {
+        if (timestamp is Timestamp) {
+            // Snapshot mode
+            val localDateTime: LocalDateTime = timestamp.toLocalDateTime()
+            return resolveEra(
+                timestamp,
+                if (hasZeroSecondsAndNanos(localDateTime.toLocalTime()))
+                    localDateTime.format(TIMESTAMP_FORMATTER)
+                else localDateTime.toString()
+            )
+        } else if (timestamp is Instant) {
+            // Incremental mode
+            return resolveEra(
+                timestamp.atZone(ZoneOffset.UTC).toLocalDate(),
+                timestamp.atOffset(ZoneOffset.UTC).toLocalDateTime().format(TIMESTAMP_FORMATTER)
+            )
+        } else if (timestamp is LocalDateTime) {
+            val date: LocalDate = timestamp.toLocalDate()
+            return resolveEra(
+                date,
+                if (hasZeroSecondsAndNanos(timestamp.toLocalTime()))
+                    timestamp.format(TIMESTAMP_FORMATTER)
+                else timestamp.toString()
+            )
+        } else {
+            if (!loggedUnknownTimestampClass) {
+                LOGGER.info { "Unknown class for Timestamp data type ${timestamp.javaClass}" }
+                loggedUnknownTimestampClass = true
+            }
+            val localDateTime = LocalDateTime.parse(timestamp.toString())
+            val date = localDateTime.toLocalDate()
+            return resolveEra(
+                date,
+                if (hasZeroSecondsAndNanos(localDateTime.toLocalTime()))
+                    localDateTime.format(TIMESTAMP_FORMATTER)
+                else localDateTime.toString()
+            )
+        }
+    }
+
+    /** See [.convertToTimestampWithTimezone] for explanation of the weird things happening here. */
+    @JvmStatic
+    fun convertToDate(date: Any): String {
+        if (date is Date) {
+            // Snapshot mode
+            val localDate = date.toLocalDate()
+            return resolveEra(date, localDate.format(DATE_FORMATTER))
+        } else if (date is LocalDate) {
+            // Incremental mode
+            return resolveEra(date, date.format(DATE_FORMATTER))
+        } else if (date is Int) {
+            // Incremental mode
+            return LocalDate.ofEpochDay(date.toLong()).format(DATE_FORMATTER)
+        } else {
+            if (!loggedUnknownDateClass) {
+                LOGGER.info { "Unknown class for Date data type${date.javaClass}" }
+                loggedUnknownDateClass = true
+            }
+            val localDate = LocalDate.parse(date.toString())
+            return resolveEra(localDate, localDate.format(DATE_FORMATTER))
+        }
+    }
+
+    @JvmStatic
+    fun convertToTime(time: Any): String {
+        if (time is Time) {
+            return formatTime(time.toLocalTime())
+        } else if (time is LocalTime) {
+            return formatTime(time)
+        } else if (time is Duration) {
+            val value = time.toNanos()
+            if (value >= 0 && value < TimeUnit.DAYS.toNanos(1)) {
+                return formatTime(LocalTime.ofNanoOfDay(value))
+            } else {
+                val updatedValue =
+                    min(abs(value.toDouble()), LocalTime.MAX.toNanoOfDay().toDouble()).toLong()
+                LOGGER.debug {
+                    "Time values must use number of nanoseconds greater than 0 and less than 86400000000000 but its $value, converting to $updatedValue "
+                }
+                return formatTime(LocalTime.ofNanoOfDay(updatedValue))
+            }
+        } else {
+            if (!loggedUnknownTimeClass) {
+                LOGGER.info { "Unknown class for Time data type ${time.javaClass}" }
+                loggedUnknownTimeClass = true
+            }
+
+            val valueAsString = time.toString()
+            if (valueAsString.startsWith("24")) {
+                LOGGER.debug {
+                    "Time value ${valueAsString} is above range, converting to 23:59:59"
+                }
+                return LocalTime.MAX.toString()
+            }
+            return formatTime(LocalTime.parse(valueAsString))
+        }
+    }
+
+    @JvmStatic
+    private fun formatTime(localTime: LocalTime): String {
+        return if (hasZeroSecondsAndNanos(localTime)) localTime.format(TIME_FORMATTER)
+        else localTime.toString()
+    }
+
+    @JvmStatic
+    fun hasZeroSecondsAndNanos(localTime: LocalTime): Boolean {
+        return (localTime.second == 0 && localTime.nano == 0)
+    }
+
+    /** A Date representing the earliest date in CE. Any date before this is in BCE. */
+    private val ONE_CE: Date = Date.valueOf("0001-01-01")
+
+    /**
+     * Modifies a string representation of a date/timestamp and normalizes its era indicator.
+     * Specifically, if this is a BCE value:
+     *
+     * * The leading negative sign will be removed if present
+     * * The "BC" suffix will be appended, if not already present
+     *
+     * You most likely would prefer to call one of the overloaded methods, which accept temporal
+     * types.
+     */
+    fun resolveEra(isBce: Boolean, value: String): String {
+        var mangledValue = value
+        if (isBce) {
+            if (mangledValue.startsWith("-")) {
+                mangledValue = mangledValue.substring(1)
+            }
+            if (!mangledValue.endsWith(" BC")) {
+                mangledValue += " BC"
+            }
+        }
+        return mangledValue
+    }
+
+    fun isBce(date: LocalDate): Boolean {
+        return date.era == IsoEra.BCE
+    }
+
+    @JvmStatic
+    fun resolveEra(date: LocalDate, value: String): String {
+        return resolveEra(isBce(date), value)
+    }
+
+    /**
+     * java.sql.Date objects don't properly represent their era (for example, using toLocalDate()
+     * always returns an object in CE). So to determine the era, we just check whether the date is
+     * before 1 AD.
+     *
+     * This is technically kind of sketchy due to ancient timestamps being weird (leap years, etc.),
+     * but my understanding is that [.ONE_CE] has the same weirdness, so it cancels out.
+     */
+    @JvmStatic
+    fun resolveEra(date: Date, value: String): String {
+        return resolveEra(date.before(ONE_CE), value)
+    }
+
+    /** See [.resolveEra] for explanation. */
+    @JvmStatic
+    fun resolveEra(timestamp: Timestamp, value: String): String {
+        return resolveEra(timestamp.before(ONE_CE), value)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/HstoreFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/HstoreFieldType.kt
new file mode 100644
index 000000000000..f599e04e12e9
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/HstoreFieldType.kt
@@ -0,0 +1,68 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.core.type.TypeReference
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.ObjectMapper
+import com.fasterxml.jackson.databind.node.TextNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import io.airbyte.cdk.output.sockets.ProtobufAwareCustomConnectorJsonCodec
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+
+// In Postgres, hstore is like Map<String, String?>?. We output it as stringified json.
+object HstoreFieldType :
+    SymmetricJdbcFieldType<Map<String, String?>>(
+        LeafAirbyteSchemaType.STRING,
+        HstoreAccessor,
+        HstoreCodec,
+    )
+
+object HstoreAccessor : JdbcAccessor<Map<String, String?>> {
+    override fun get(rs: ResultSet, colIdx: Int): Map<String, String?>? {
+        val obj = rs.getObject(colIdx) ?: return null
+        require(obj is Map<*, *>) { "Expected Map for hstore column, got ${obj::class.java.name}" }
+        return obj.entries.associate { (k, v) -> k as String to v as String? }
+    }
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: Map<String, String?>) {
+        stmt.setString(
+            paramIdx,
+            value
+                .map {
+                    if (it.value == null) {
+                        "'${it.key}',NULL"
+                    } else {
+                        "'${it.key}','${it.value}'"
+                    }
+                }
+                .joinToString(",", prefix = "hstore(", postfix = ")")
+        )
+    }
+}
+
+object HstoreCodec : ProtobufAwareCustomConnectorJsonCodec<Map<String, String?>> {
+    override fun encode(decoded: Map<String, String?>): JsonNode {
+        return TextNode(nullValuePreservingObjectMapper.writeValueAsString(decoded))
+    }
+
+    override fun decode(encoded: JsonNode): Map<String, String?> {
+        return nullValuePreservingObjectMapper.readValue(
+            encoded.asText(),
+            object : TypeReference<Map<String, String?>>() {}
+        )
+    }
+
+    override fun valueForProtobufEncoding(v: Map<String, String?>): Any? {
+        return encode(v).asText()
+    }
+}
+
+// Postgres HSTORE type supports mapping to null values.
+// Our Jsons ObjectMapper class omits map entries with null values.
+// This ObjectMapper includes them.
+val nullValuePreservingObjectMapper: ObjectMapper = ObjectMapper()
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/LegacyBooleanBitsFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/LegacyBooleanBitsFieldType.kt
new file mode 100644
index 000000000000..9442409e88ab
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/LegacyBooleanBitsFieldType.kt
@@ -0,0 +1,32 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.operations.types
+
+import io.airbyte.cdk.data.BooleanCodec
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+
+// TODO: Legacy mapping only maps "1" to true, all else are false
+object LegacyBooleanBitsFieldType :
+    SymmetricJdbcFieldType<Boolean>(
+        LeafAirbyteSchemaType.BOOLEAN,
+        LegacyBooleanBitsAccessor,
+        BooleanCodec,
+    )
+
+object LegacyBooleanBitsAccessor : JdbcAccessor<Boolean> {
+    override fun get(rs: ResultSet, colIdx: Int): Boolean? {
+        val str = rs.getString(colIdx) ?: return null
+        // Legacy: only "1" maps to true, all other bit strings map to false
+        return str == "1"
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: Boolean) {
+        stmt.setString(paramIdx, if (value) "1" else "0")
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresByteaFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresByteaFieldType.kt
new file mode 100644
index 000000000000..328abadafb07
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresByteaFieldType.kt
@@ -0,0 +1,24 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.data.TextCodec
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+import java.util.Base64
+
+object PostgresByteaFieldType :
+    SymmetricJdbcFieldType<String>(LeafAirbyteSchemaType.STRING, PgByteaAccessor, TextCodec)
+
+private object PgByteaAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val bytes = rs.getBytes(colIdx)?.takeUnless { rs.wasNull() } ?: return null
+        return Base64.getEncoder().encodeToString(bytes)
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        stmt.setBytes(paramIdx, Base64.getDecoder().decode(value))
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresDateFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresDateFieldType.kt
new file mode 100644
index 000000000000..0505deda2aff
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresDateFieldType.kt
@@ -0,0 +1,55 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.TextNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import io.airbyte.cdk.output.sockets.ProtobufAwareCustomConnectorJsonCodec
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+import java.time.LocalDate
+
+object PostgresDateFieldType :
+    SymmetricJdbcFieldType<String>(LeafAirbyteSchemaType.DATE, PgDateAccessor, PgDateCodec)
+
+// TODO: Improve performance by not stringifying and parsing
+object PgDateCodec : ProtobufAwareCustomConnectorJsonCodec<String> {
+    override fun encode(decoded: String): JsonNode = TextNode(decoded)
+    override fun decode(encoded: JsonNode): String {
+        val decoded = encoded.asText()
+        if (
+            decoded.equals("infinity", ignoreCase = true) ||
+                decoded.equals("-infinity", ignoreCase = true)
+        ) {
+            throw IllegalArgumentException("value $decoded is unsupported")
+        }
+        return decoded
+    }
+    override fun valueForProtobufEncoding(v: String): Any? {
+        val isBce = v.endsWith(" BC")
+        val str = if (isBce) v.removeSuffix(" BC") else v
+        val parsed = LocalDate.parse(str, DateTimeConverter.DATE_FORMATTER)
+        return if (isBce) parsed.withYear(1 - parsed.year) else parsed
+    }
+}
+
+private object PgDateAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val dateStr = rs.getString(colIdx)
+        return when {
+            rs.wasNull() -> null
+            dateStr == "infinity" || dateStr == "-infinity" ->
+                throw IllegalStateException("Date '$dateStr' is not supported")
+            else -> DateTimeConverter.convertToDate(rs.getDate(colIdx))
+        }
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        val isBce = value.endsWith(" BC")
+        val str = if (isBce) value.removeSuffix(" BC") else value
+        val parsed = LocalDate.parse(str, DateTimeConverter.DATE_FORMATTER)
+        stmt.setObject(paramIdx, if (isBce) parsed.withYear(1 - parsed.year) else parsed)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresMoneyFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresMoneyFieldType.kt
new file mode 100644
index 000000000000..d2eda158f665
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresMoneyFieldType.kt
@@ -0,0 +1,48 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import io.airbyte.cdk.data.DoubleCodec
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.data.TextCodec
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+
+// Scalar money: encodes as a JSON string. Formats via Double.toString() to match legacy behavior
+// (e.g. "-1000.00" -> "-1000.0", "999.99" -> "999.99").
+object PostgresMoneyFieldType :
+    SymmetricJdbcFieldType<String>(LeafAirbyteSchemaType.NUMBER, PgMoneyAccessor, TextCodec)
+
+private object PgMoneyAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val moneyStr = rs.getString(colIdx)?.takeUnless { rs.wasNull() } ?: return null
+        val cleaned = moneyStr.replace("[^\\d.-]".toRegex(), "")
+        return cleaned.toBigDecimal().toDouble().toString()
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        stmt.setString(paramIdx, value)
+    }
+}
+
+// Array elements for money[]: pgjdbc maps money to Types.DOUBLE but Double.parseDouble() fails
+// on money strings with thousands separators (e.g. "$1,001.01"). Use getString() instead and
+// strip non-numeric characters manually.
+object PostgresMoneyArrayElementFieldType :
+    SymmetricJdbcFieldType<Double>(
+        LeafAirbyteSchemaType.NUMBER,
+        PgMoneyDoubleAccessor,
+        DoubleCodec
+    )
+
+private object PgMoneyDoubleAccessor : JdbcAccessor<Double> {
+    override fun get(rs: ResultSet, colIdx: Int): Double? {
+        val moneyStr = rs.getString(colIdx)?.takeUnless { rs.wasNull() } ?: return null
+        return moneyStr.replace("[^\\d.-]".toRegex(), "").toDouble()
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: Double) {
+        stmt.setDouble(paramIdx, value)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimeFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimeFieldType.kt
new file mode 100644
index 000000000000..c8cf0d79660b
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimeFieldType.kt
@@ -0,0 +1,38 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.TextNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import io.airbyte.cdk.output.sockets.ProtobufAwareCustomConnectorJsonCodec
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+import java.time.LocalTime
+
+object PostgresTimeFieldType :
+    SymmetricJdbcFieldType<String>(
+        LeafAirbyteSchemaType.TIME_WITHOUT_TIMEZONE,
+        PgTimeAccessor,
+        PgTimeCodec,
+    )
+
+// TODO: Improve performance by not stringifying and parsing
+object PgTimeCodec : ProtobufAwareCustomConnectorJsonCodec<String> {
+    override fun encode(decoded: String): JsonNode = TextNode(decoded)
+    override fun decode(encoded: JsonNode): String = encoded.asText()
+    override fun valueForProtobufEncoding(v: String): Any? = LocalTime.parse(v)
+}
+
+private object PgTimeAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val localTime =
+            rs.getObject(colIdx, LocalTime::class.java)?.takeUnless { rs.wasNull() } ?: return null
+        return DateTimeConverter.convertToTime(localTime)
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        stmt.setObject(paramIdx, LocalTime.parse(value))
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimeTzFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimeTzFieldType.kt
new file mode 100644
index 000000000000..8a2ece456520
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimeTzFieldType.kt
@@ -0,0 +1,38 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.TextNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import io.airbyte.cdk.output.sockets.ProtobufAwareCustomConnectorJsonCodec
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+import java.time.OffsetTime
+
+object PostgresTimeTzFieldType :
+    SymmetricJdbcFieldType<String>(
+        LeafAirbyteSchemaType.TIME_WITH_TIMEZONE,
+        PgTimeTzAccessor,
+        PgTimeTzCodec,
+    )
+
+// TODO: Improve performance by not stringifying and parsing
+object PgTimeTzCodec : ProtobufAwareCustomConnectorJsonCodec<String> {
+    override fun encode(decoded: String): JsonNode = TextNode(decoded)
+    override fun decode(encoded: JsonNode): String = encoded.asText()
+    override fun valueForProtobufEncoding(v: String): Any? = OffsetTime.parse(v)
+}
+
+private object PgTimeTzAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val offsetTime =
+            rs.getObject(colIdx, OffsetTime::class.java)?.takeUnless { rs.wasNull() } ?: return null
+        return DateTimeConverter.convertToTimeWithTimezone(offsetTime)
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        stmt.setObject(paramIdx, OffsetTime.parse(value))
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimestampFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimestampFieldType.kt
new file mode 100644
index 000000000000..5bd4368e2ea2
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimestampFieldType.kt
@@ -0,0 +1,59 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.TextNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import io.airbyte.cdk.output.sockets.ProtobufAwareCustomConnectorJsonCodec
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+import java.time.LocalDateTime
+
+object PostgresTimestampFieldType :
+    SymmetricJdbcFieldType<String>(
+        LeafAirbyteSchemaType.TIMESTAMP_WITHOUT_TIMEZONE,
+        PgTimestampAccessor,
+        PgTimestampCodec,
+    )
+
+// TODO: Improve performance by not stringifying and parsing
+object PgTimestampCodec : ProtobufAwareCustomConnectorJsonCodec<String> {
+    override fun encode(decoded: String): JsonNode = TextNode(decoded)
+    override fun decode(encoded: JsonNode): String {
+        val decoded = encoded.asText()
+        if (
+            decoded.equals("infinity", ignoreCase = true) ||
+                decoded.equals("-infinity", ignoreCase = true)
+        ) {
+            throw IllegalArgumentException("value $decoded is unsupported")
+        }
+        return decoded
+    }
+    override fun valueForProtobufEncoding(v: String): Any? {
+        val isBce = v.endsWith(" BC")
+        val str = if (isBce) v.removeSuffix(" BC") else v
+        val parsed = LocalDateTime.parse(str)
+        return if (isBce) parsed.withYear(1 - parsed.year) else parsed
+    }
+}
+
+private object PgTimestampAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val timestampStr = rs.getString(colIdx)
+        return when {
+            rs.wasNull() -> null
+            timestampStr == "infinity" || timestampStr == "-infinity" ->
+                throw IllegalStateException("Timestamp '$timestampStr' is not supported")
+            else -> DateTimeConverter.convertToTimestamp(rs.getTimestamp(colIdx))
+        }
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        val isBce = value.endsWith(" BC")
+        val str = if (isBce) value.removeSuffix(" BC") else value
+        val parsed = LocalDateTime.parse(str)
+        stmt.setObject(paramIdx, if (isBce) parsed.withYear(1 - parsed.year) else parsed)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimestampTzFieldType.kt b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimestampTzFieldType.kt
new file mode 100644
index 000000000000..e6f6ff141260
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/kotlin/io/airbyte/integrations/source/postgres/operations/types/PostgresTimestampTzFieldType.kt
@@ -0,0 +1,62 @@
+/* Copyright (c) 2026 Airbyte, Inc., all rights reserved. */
+package io.airbyte.integrations.source.postgres.operations.types
+
+import com.fasterxml.jackson.databind.JsonNode
+import com.fasterxml.jackson.databind.node.TextNode
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.jdbc.JdbcAccessor
+import io.airbyte.cdk.jdbc.SymmetricJdbcFieldType
+import io.airbyte.cdk.output.sockets.ProtobufAwareCustomConnectorJsonCodec
+import java.sql.PreparedStatement
+import java.sql.ResultSet
+import java.time.OffsetDateTime
+
+object PostgresTimestampTzFieldType :
+    SymmetricJdbcFieldType<String>(
+        LeafAirbyteSchemaType.TIMESTAMP_WITH_TIMEZONE,
+        PgTimestampTzAccessor,
+        PgTimestampTzCodec,
+    )
+
+// TODO: Improve performance by not stringifying and parsing
+object PgTimestampTzCodec : ProtobufAwareCustomConnectorJsonCodec<String> {
+    override fun encode(decoded: String): JsonNode = TextNode(decoded)
+    override fun decode(encoded: JsonNode): String {
+        val decoded = encoded.asText()
+        if (
+            decoded.equals("infinity", ignoreCase = true) ||
+                decoded.equals("-infinity", ignoreCase = true)
+        ) {
+            throw IllegalArgumentException("value $decoded is unsupported")
+        }
+        return decoded
+    }
+    override fun valueForProtobufEncoding(v: String): Any? {
+        val isBce = v.endsWith(" BC")
+        val str = if (isBce) v.removeSuffix(" BC") else v
+        val parsed = OffsetDateTime.parse(str)
+        return if (isBce) parsed.withYear(1 - parsed.year) else parsed
+    }
+}
+
+private object PgTimestampTzAccessor : JdbcAccessor<String> {
+    override fun get(rs: ResultSet, colIdx: Int): String? {
+        val timestampStr = rs.getString(colIdx)
+        return when {
+            rs.wasNull() -> null
+            timestampStr == "infinity" || timestampStr == "-infinity" ->
+                throw IllegalStateException("Timestamp '$timestampStr' is not supported")
+            else ->
+                DateTimeConverter.convertToTimestampWithTimezone(
+                    rs.getObject(colIdx, OffsetDateTime::class.java)
+                )
+        }
+    }
+
+    override fun set(stmt: PreparedStatement, paramIdx: Int, value: String) {
+        val isBce = value.endsWith(" BC")
+        val str = if (isBce) value.removeSuffix(" BC") else value
+        val parsed = OffsetDateTime.parse(str)
+        stmt.setObject(paramIdx, if (isBce) parsed.withYear(1 - parsed.year) else parsed)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/resources/application.yml b/airbyte-integrations/connectors/source-postgres/src/main/resources/application.yml
new file mode 100644
index 000000000000..368402ea9b95
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/main/resources/application.yml
@@ -0,0 +1,173 @@
+---
+airbyte:
+  connector:
+    data-channel:
+      medium: ${DATA_CHANNEL_MEDIUM:STDIO}
+      format: ${DATA_CHANNEL_FORMAT:JSONL}
+      socket-paths: ${DATA_CHANNEL_SOCKET_PATHS}
+    output:
+      buffer-byte-size-threshold-for-flush: 8192
+    extract:
+      jdbc:
+        mode: concurrent
+        with-sampling: true
+        table-sample-size: 1024
+        throughput-bytes-per-second: 10000000
+        min-fetch-size: 10
+        default-fetch-size: 1024
+        max-fetch-size: 1000000000
+        memory-capacity-ratio: 0.3
+        estimated-record-overhead-bytes: 16
+        estimated-field-overhead-bytes: 16
+        namespace-kind: SCHEMA
+        include-pseudo-columns: false
+    check:
+      jdbc:
+        queries:
+          - >-
+            SELECT 1 WHERE false;
+
+    exception-classifiers:
+      regex:
+        # The following rules are for the RegexExceptionClassifier [0] which are applied
+        # sequentially on a Throwable's message [1] and its nested messages by cause [2].
+        #
+        # This classifier's rules are applied ahead of the JdbcExceptionClassifier's further down.
+        #
+        # [0] https://github.com/airbytehq/airbyte/blob/master/airbyte-cdk/bulk/core/base/src/main/kotlin/io/airbyte/cdk/output/ExceptionClassifier.kt
+        # [1] https://docs.oracle.com/javase/8/docs/api/java/lang/Throwable.html#getMessage--
+        # [2] https://docs.oracle.com/javase/8/docs/api/java/lang/Throwable.html#getCause--
+
+        rules:
+          ## REGEX RULE TEMPLATE:
+          # pattern: Required; regex pattern, c.f. https://www.freeformatter.com/java-regex-tester.html.
+          #          Note that regex patterns are not case-sensitive and are multiline.
+          # input-example: Required, string matching regex pattern.
+          # error: Required, one of (transient|config|system).
+          # group: Optional, string prefixing user-facing error message.
+          # output: Optional, user-facing error message; when not set, the exception message is used instead.
+          # reference-links: Optional, list of URLs appended to user-facing message after a newline.
+
+          - pattern: (?i).*temporary file size exceeds temp_file_limit.*
+            input-example: "org.postgresql.util.PSQLException: ERROR: temporary file size exceeds temp_file_limit"
+            error: transient
+            group: Postgres SQL Exception
+            output: Encountered an error while reading the database, will retry.
+            reference-links: https://github.com/airbytehq/airbyte/issues/27090
+              https://github.com/airbytehq/oncall/issues/1822
+
+          - pattern: (?i).*an i/o error occured while sending to the backend.*
+            input-example: "org.postgresql.util.PSQLException: An I/O error occurred while sending to the backend."
+            error: transient
+            group: Postgres SQL Exception
+            output: Encountered an error while reading the database, will retry.
+
+          - pattern: (?i).*due to conflict with recovery.*
+            input-example: |
+              ERROR: canceling statement due to conflict with recovery.
+              org.postgresql.util.PSQLException: FATAL: terminating connection due to conflict with recovery
+            error: transient
+            group: Postgres Query Conflicts
+            output: Database connection failed due to conflict with recovery. Will retry.
+            reference-links: https://github.com/airbytehq/oncall/issues/6296
+
+          - pattern: (?i).*permission denied for table.*
+            input-example: "java.lang.RuntimeException: org.postgresql.util.PSQLException: ERROR: permission denied for table xxx."
+            error: config
+            group: Postgres SQL Exception
+            output: Database read failed due to missing read permissions on a table. See the detailed error for the table name and update permissions accordingly.
+            reference-links: https://github.com/airbytehq/airbyte/issues/41614
+
+          - pattern: (?i).*canceling statement due to statement timeout.*
+            input-example: "org.postgresql.util.PSQLException: ERROR: canceling statement due to statement timeout"
+            error: transient
+            group: Postgres SQL Exception
+            output: Database read failed due SQL statement timeout, will retry.
+            reference-links: https://github.com/airbytehq/airbyte/issues/41614
+
+          - pattern: (?i).*connection is not available, request timed out after*
+            input-example: "java.sql.SQLTransientConnectionException: HikariPool-x - Connection is not available, request timed out after xms"
+            error: transient
+            group: Postgres Hikari Connection Error
+            output: Database read failed due to connection timeout, will retry.
+            reference-links: https://github.com/airbytehq/airbyte/issues/41614
+              https://github.com/airbytehq/oncall/issues/5346
+
+          - pattern: (?i).*timed out after [1-9]\d* msec*
+            input-example: "java.util.concurrent.TimeoutException: Timed out after 15000 msec"
+            error: transient
+            group: Postgres connection timeout
+            output: Database connection timeout, will retry.
+            reference-links: https://github.com/airbytehq/oncall/issues/5381
+
+          - pattern: (?i).*SocketException.*(broken pipe|socket is closed).*
+            input-example: |
+              java.net.SocketException: Broken pipe
+              java.net.SocketException: Socket is closed
+            error: transient
+            group: Postgres Debezium Connection Error
+            output: Database connection error when performing CDC reads, will retry.
+            reference-links: https://github.com/airbytehq/oncall/issues/5321
+              https://github.com/airbytehq/oncall/issues/5293
+              https://github.com/airbytehq/oncall/issues/5750
+
+          - pattern: .*cannot read from logical replication slot.*
+            input-example: 'org.postgresql.util.PSQLException: ERROR: cannot read from logical replication slot "airbyte_slot"'
+            error: config
+            group: Postgres Debezium Connection Error
+            output: The configured replication slot has been dropped or has corrupted. Please recreate the replication slot.
+            reference-links: https://github.com/airbytehq/oncall/issues/5981
+
+          - pattern: (?i).*This connection has been closed.*
+            input-example: "org.postgresql.util.PSQLException: This connection has been closed."
+            error: transient
+            group: Postgres SQL Exception
+            output: The connection to the Postgres server was unexpectedly closed, will retry.
+            reference-links: https://github.com/airbytehq/oncall/issues/7016
+
+          - pattern: (?i).*Connection or outbound has closed.*
+            input-example: "java.net.SocketException: Connection or outbound has closed"
+            error: transient
+            group: Postgres Debezium Connection Error
+            output: The connection to the Postgres server was lost, will retry.
+            reference-links: https://github.com/airbytehq/oncall/issues/5871
+
+          - pattern: (?i).*recovery is in progress.*
+            input-example: "org.postgresql.util.PSQLException: ERROR: recovery is in progress"
+            error: transient
+            group: Postgres SQL Exception
+            output: Postgres server is currently in recovery mode, will retry.
+            reference-links: https://github.com/airbytehq/oncall/issues/6033
+
+          - pattern: (?i).*terminating connection due to idle-in-transaction timeout.*
+            input-example: "org.postgresql.util.PSQLException: FATAL: terminating connection due to idle-in-transaction timeout"
+            error: config
+            group: Postgres SQL Exception
+            output: Postgres server closed the connection due to an idle-in-transaction timeout. Please review your server's timeout configuration and increase the timeout if needed
+            reference-links: https://github.com/airbytehq/oncall/issues/5893
+
+          - pattern: (?i).*An exception occurred in the change event producer. This connector will be stopped.*
+            input-example: |
+              io.airbyte.cdk.integrations.source.relationaldb.state.FailedRecordIteratorException: java.lang.RuntimeException:
+              java.lang.RuntimeException: org.apache.kafka.connect.errors.ConnectException:
+              An exception occurred in the change event producer. This connector will be stopped.
+            error: transient
+            group: Postgres Debezium Connection Error
+            output: The sync encountered an unexpected error in the change event producer and has stopped. Please check the logs for details and troubleshoot accordingly.
+            reference-links: https://github.com/airbytehq/airbyte/issues/41614
+
+      jdbc:
+        # The following rules are for the JdbcExceptionClassifier [0] which are applied on a
+        # Postgres error code [1]. The vendor error code is printed in the exception
+        # message, and is not to be confused with the SQLState [2] which is also in the message.
+        #
+        # [0] https://github.com/airbytehq/airbyte/blob/master/airbyte-cdk/bulk/toolkits/extract-jdbc/src/main/kotlin/io/airbyte/cdk/output/JdbcExceptionClassifier.kt
+        # [1] https://www.postgresql.org/docs/current/errcodes-appendix.html
+        # [2] https://en.wikipedia.org/wiki/SQLSTATE
+        #
+        rules:
+          ## JDBC RULE TEMPLATE
+          # code: Required, Postgres vendor error code.
+          # error: Required, one of (transient|config|system).
+          # output: Optional, user-facing error message; the exception message is used instead when this is not defined.
+          # reference-links: Optional, list of URLs appended to user-facing message after newline.
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/resources/internal_models/internal_models.yaml b/airbyte-integrations/connectors/source-postgres/src/main/resources/internal_models/internal_models.yaml
deleted file mode 100644
index f3f16fa67669..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/resources/internal_models/internal_models.yaml
+++ /dev/null
@@ -1,67 +0,0 @@
----
-"$schema": http://json-schema.org/draft-07/schema#
-title: Postgres Models
-type: object
-description: Postgres Models
-properties:
-  state_type:
-    "$ref": "#/definitions/StateType"
-  xmin_state:
-    "$ref": "#/definitions/XminStatus"
-  ctid_state:
-    "$ref": "#/definitions/CtidStatus"
-  cursor_based_state:
-    "$ref": "#/definitions/CursorBasedStatus"
-definitions:
-  StateType:
-    description: Enum to define the sync mode of state.
-    type: string
-    enum:
-      - cursor_based
-      - xmin
-      - ctid
-  CursorBasedStatus:
-    type: object
-    extends:
-      type: object
-      existingJavaType: "io.airbyte.cdk.integrations.source.relationaldb.models.DbStreamState"
-    properties:
-      state_type:
-        "$ref": "#/definitions/StateType"
-      version:
-        description: Version of state.
-        type: integer
-  XminStatus:
-    type: object
-    properties:
-      version:
-        description: Version of state.
-        type: integer
-      state_type:
-        "$ref": "#/definitions/StateType"
-      num_wraparound:
-        description: Number of times the Xmin value has wrapped around.
-        type: integer
-      xmin_xid_value:
-        description: The 32-bit xmin value associated with the xmin snapshot. This is the value that is ultimately written and recorded on every row.
-        type: integer
-      xmin_raw_value:
-        description: The raw value of the xmin snapshot. If no wraparound has occurred, this should be the same as 2.
-        type: integer
-  CtidStatus:
-    type: object
-    properties:
-      version:
-        description: Version of state.
-        type: integer
-      state_type:
-        "$ref": "#/definitions/StateType"
-      ctid:
-        description: ctid bookmark
-        type: string
-      incremental_state:
-        description: State to switch to after completion of ctid initial sync
-        type: object
-        existingJavaType: com.fasterxml.jackson.databind.JsonNode
-      relation_filenode:
-        type: integer
diff --git a/airbyte-integrations/connectors/source-postgres/src/main/resources/spec.json b/airbyte-integrations/connectors/source-postgres/src/main/resources/spec.json
deleted file mode 100644
index 381e3dc62aec..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/main/resources/spec.json
+++ /dev/null
@@ -1,382 +0,0 @@
-{
-  "documentationUrl": "https://docs.airbyte.com/integrations/sources/postgres",
-  "connectionSpecification": {
-    "$schema": "http://json-schema.org/draft-07/schema#",
-    "title": "Postgres Source Spec",
-    "type": "object",
-    "required": ["host", "port", "database", "username"],
-    "properties": {
-      "host": {
-        "title": "Host",
-        "description": "Hostname of the database.",
-        "type": "string",
-        "order": 0,
-        "group": "db"
-      },
-      "port": {
-        "title": "Port",
-        "description": "Port of the database.",
-        "type": "integer",
-        "minimum": 0,
-        "maximum": 65536,
-        "default": 5432,
-        "examples": ["5432"],
-        "order": 1,
-        "group": "db"
-      },
-      "database": {
-        "title": "Database Name",
-        "description": "Name of the database.",
-        "type": "string",
-        "order": 2,
-        "group": "db"
-      },
-      "schemas": {
-        "title": "Schemas",
-        "description": "The list of schemas (case sensitive) to sync from. Defaults to public.",
-        "type": "array",
-        "items": {
-          "type": "string"
-        },
-        "minItems": 0,
-        "uniqueItems": true,
-        "default": ["public"],
-        "order": 3,
-        "group": "db"
-      },
-      "username": {
-        "title": "Username",
-        "description": "Username to access the database.",
-        "type": "string",
-        "order": 4,
-        "group": "auth"
-      },
-      "password": {
-        "title": "Password",
-        "description": "Password associated with the username.",
-        "type": "string",
-        "airbyte_secret": true,
-        "order": 5,
-        "group": "auth",
-        "always_show": true
-      },
-      "jdbc_url_params": {
-        "description": "Additional properties to pass to the JDBC URL string when connecting to the database formatted as 'key=value' pairs separated by the symbol '&'. (Eg. key1=value1&key2=value2&key3=value3). For more information read about <a href=\"https://jdbc.postgresql.org/documentation/head/connect.html\">JDBC URL parameters</a>.",
-        "title": "JDBC URL Parameters (Advanced)",
-        "type": "string",
-        "order": 6,
-        "group": "advanced",
-        "pattern_descriptor": "key1=value1&key2=value2"
-      },
-      "ssl_mode": {
-        "title": "SSL Modes",
-        "description": "SSL connection modes. \n  Read more <a href=\"https://jdbc.postgresql.org/documentation/head/ssl-client.html\"> in the docs</a>.",
-        "type": "object",
-        "order": 8,
-        "group": "security",
-        "oneOf": [
-          {
-            "title": "disable",
-            "additionalProperties": true,
-            "description": "Disables encryption of communication between Airbyte and source database.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "disable",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "allow",
-            "additionalProperties": true,
-            "description": "Enables encryption only when required by the source database.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "allow",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "prefer",
-            "additionalProperties": true,
-            "description": "Allows unencrypted connection only if the source database does not support encryption.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "prefer",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "require",
-            "additionalProperties": true,
-            "description": "Always require encryption. If the source database server does not support encryption, connection will fail.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "require",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "verify-ca",
-            "additionalProperties": true,
-            "description": "Always require encryption and verifies that the source database server has a valid SSL certificate.",
-            "required": ["mode", "ca_certificate"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "verify-ca",
-                "order": 0
-              },
-              "ca_certificate": {
-                "type": "string",
-                "title": "CA Certificate",
-                "description": "CA certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 1
-              },
-              "client_certificate": {
-                "type": "string",
-                "title": "Client Certificate",
-                "description": "Client certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 2,
-                "always_show": true
-              },
-              "client_key": {
-                "type": "string",
-                "title": "Client Key",
-                "description": "Client key",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 3,
-                "always_show": true
-              },
-              "client_key_password": {
-                "type": "string",
-                "title": "Client key password",
-                "description": "Password for keystorage. If you do not add it - the password will be generated automatically.",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          },
-          {
-            "title": "verify-full",
-            "additionalProperties": true,
-            "description": "This is the most secure mode. Always require encryption and verifies the identity of the source database server.",
-            "required": ["mode", "ca_certificate"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "verify-full",
-                "order": 0
-              },
-              "ca_certificate": {
-                "type": "string",
-                "title": "CA Certificate",
-                "description": "CA certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 1
-              },
-              "client_certificate": {
-                "type": "string",
-                "title": "Client Certificate",
-                "description": "Client certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 2,
-                "always_show": true
-              },
-              "client_key": {
-                "type": "string",
-                "title": "Client Key",
-                "description": "Client key",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 3,
-                "always_show": true
-              },
-              "client_key_password": {
-                "type": "string",
-                "title": "Client key password",
-                "description": "Password for keystorage. If you do not add it - the password will be generated automatically.",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          }
-        ]
-      },
-      "replication_method": {
-        "type": "object",
-        "title": "Update Method",
-        "description": "Configures how data is extracted from the database.",
-        "order": 9,
-        "group": "advanced",
-        "default": "CDC",
-        "display_type": "radio",
-        "oneOf": [
-          {
-            "title": "Read Changes using Write-Ahead Log (CDC)",
-            "description": "<i>Recommended</i> - Incrementally reads new inserts, updates, and deletes using the Postgres <a href=\"https://docs.airbyte.com/integrations/sources/postgres/#cdc\">write-ahead log (WAL)</a>. This needs to be configured on the source database itself. Recommended for tables of any size.",
-            "required": ["method", "replication_slot", "publication"],
-            "additionalProperties": true,
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "CDC",
-                "order": 1
-              },
-              "plugin": {
-                "type": "string",
-                "title": "Plugin",
-                "description": "A logical decoding plugin installed on the PostgreSQL server.",
-                "enum": ["pgoutput"],
-                "default": "pgoutput",
-                "order": 2
-              },
-              "replication_slot": {
-                "type": "string",
-                "title": "Replication Slot",
-                "description": "A plugin logical replication slot. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres#step-3-create-replication-slot\">replication slots</a>.",
-                "order": 3
-              },
-              "publication": {
-                "type": "string",
-                "title": "Publication",
-                "description": "A Postgres publication used for consuming changes. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres#step-4-create-publications-and-replication-identities-for-tables\">publications and replication identities</a>.",
-                "order": 4
-              },
-              "initial_waiting_seconds": {
-                "type": "integer",
-                "title": "Initial Waiting Time in Seconds (Advanced)",
-                "description": "The amount of time the connector will wait when it launches to determine if there is new data to sync or not. Defaults to 1200 seconds. Valid range: 120 seconds to 2400 seconds. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-setting-up-initial-cdc-waiting-time\">initial waiting time</a>.",
-                "default": 1200,
-                "order": 5,
-                "min": 120,
-                "max": 2400
-              },
-              "queue_size": {
-                "type": "integer",
-                "title": "Size of the queue (Advanced)",
-                "description": "The size of the internal queue. This may interfere with memory consumption and efficiency of the connector, please be careful.",
-                "default": 10000,
-                "order": 6,
-                "min": 1000,
-                "max": 10000
-              },
-              "lsn_commit_behaviour": {
-                "type": "string",
-                "title": "LSN commit behaviour",
-                "description": "Determines when Airbyte should flush the LSN of processed WAL logs in the source database. `After loading Data in the destination` is default. If `While reading Data` is selected, in case of a downstream failure (while loading data into the destination), next sync would result in a full sync.",
-                "enum": [
-                  "While reading Data",
-                  "After loading Data in the destination"
-                ],
-                "default": "After loading Data in the destination",
-                "order": 7
-              },
-              "heartbeat_action_query": {
-                "type": "string",
-                "title": "Debezium heartbeat query (Advanced)",
-                "description": "Specifies a query that the connector executes on the source database when the connector sends a heartbeat message. Please see the <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-wal-disk-consumption-and-heartbeat-action-query\">setup guide</a> for how and when to configure this setting.",
-                "default": "",
-                "order": 8
-              },
-              "invalid_cdc_cursor_position_behavior": {
-                "type": "string",
-                "title": "Invalid CDC position behavior (Advanced)",
-                "description": "Determines whether Airbyte should fail or re-sync data in case of an stale/invalid cursor value into the WAL. If 'Fail sync' is chosen, a user will have to manually reset the connection before being able to continue syncing data. If 'Re-sync data' is chosen, Airbyte will automatically trigger a refresh but could lead to higher cloud costs and data loss.",
-                "enum": ["Fail sync", "Re-sync data"],
-                "default": "Fail sync",
-                "order": 9
-              },
-              "initial_load_timeout_hours": {
-                "type": "integer",
-                "title": "Initial Load Timeout in Hours (Advanced)",
-                "description": "The amount of time an initial load is allowed to continue for before catching up on CDC logs.",
-                "default": 8,
-                "min": 4,
-                "max": 24,
-                "order": 10
-              }
-            }
-          },
-          {
-            "title": "Detect Changes with Xmin System Column",
-            "description": "<i>Recommended</i> - Incrementally reads new inserts and updates via Postgres <a href=\"https://docs.airbyte.com/integrations/sources/postgres/#xmin\">Xmin system column</a>. Suitable for databases that have low transaction pressure.",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Xmin",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "Scan Changes with User Defined Cursor",
-            "description": "Incrementally detects new inserts and updates using the <a href=\"https://docs.airbyte.com/understanding-airbyte/connections/incremental-append/#user-defined-cursor\">cursor column</a> chosen when configuring a connection (e.g. created_at, updated_at).",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Standard",
-                "order": 8
-              }
-            }
-          }
-        ]
-      },
-      "entra_service_principal_auth": {
-        "title": "Entra service principal authentication",
-        "description": "Interpret password as a client secret for a Microsft Entra service principal",
-        "type": "boolean",
-        "group": "auth",
-        "default": false
-      },
-      "entra_tenant_id": {
-        "title": "Entra tenant id",
-        "description": "If using Entra service principal, the ID of the tenant",
-        "type": "string",
-        "group": "auth"
-      },
-      "entra_client_id": {
-        "title": "Entra client id",
-        "description": "If using Entra service principal, the application ID of the service principal",
-        "type": "string",
-        "group": "auth"
-      }
-    },
-    "groups": [
-      {
-        "id": "db"
-      },
-      {
-        "id": "auth"
-      },
-      {
-        "id": "security",
-        "title": "Security"
-      },
-      {
-        "id": "advanced",
-        "title": "Advanced"
-      }
-    ]
-  }
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractCdcPostgresSourceSslAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractCdcPostgresSourceSslAcceptanceTest.java
deleted file mode 100644
index ae37705aefa6..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractCdcPostgresSourceSslAcceptanceTest.java
+++ /dev/null
@@ -1,42 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import java.util.Map;
-
-public abstract class AbstractCdcPostgresSourceSslAcceptanceTest extends CdcPostgresSourceAcceptanceTest {
-
-  protected static final String PASSWORD = "Passw0rd";
-
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(getServerImage(), ContainerModifier.WAL_LEVEL_LOGICAL, ContainerModifier.CERT)
-        .with("CREATE TABLE id_and_name(id INTEGER primary key, name VARCHAR(200));")
-        .with("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');")
-        .with("CREATE TABLE starships(id INTEGER primary key, name VARCHAR(200));")
-        .with("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');")
-        .withReplicationSlot()
-        .withPublicationForAllTables();
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    return testdb.integrationTestConfigBuilder()
-        .withSchemas(NAMESPACE)
-        .withSsl(getCertificateConfiguration())
-        .withCdcReplication()
-        .build();
-  }
-
-  protected abstract BaseImage getServerImage();
-
-  public abstract Map<Object, Object> getCertificateConfiguration();
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceAcceptanceTest.java
deleted file mode 100644
index 1f243d271762..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,24 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import io.airbyte.cdk.integrations.base.ssh.SshHelpers;
-import io.airbyte.cdk.integrations.standardtest.source.SourceAcceptanceTest;
-import io.airbyte.protocol.models.v0.ConnectorSpecification;
-import java.util.Optional;
-
-public abstract class AbstractPostgresSourceAcceptanceTest extends SourceAcceptanceTest {
-
-  @Override
-  protected String getImageName() {
-    return "airbyte/source-postgres:dev";
-  }
-
-  @Override
-  protected ConnectorSpecification getSpec() throws Exception {
-    return SshHelpers.getSpecAndInjectSsh(Optional.of("security"));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceDatatypeTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceDatatypeTest.java
deleted file mode 100644
index 57355cfa6b7d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceDatatypeTest.java
+++ /dev/null
@@ -1,962 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import static io.airbyte.protocol.models.JsonSchemaType.STRING_DATE;
-import static io.airbyte.protocol.models.JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE;
-import static io.airbyte.protocol.models.JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE;
-import static io.airbyte.protocol.models.JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE;
-import static io.airbyte.protocol.models.JsonSchemaType.STRING_TIME_WITH_TIMEZONE;
-
-import io.airbyte.cdk.integrations.standardtest.source.AbstractSourceDatabaseTypeTest;
-import io.airbyte.cdk.integrations.standardtest.source.TestDataHolder;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.protocol.models.JsonSchemaPrimitiveUtil.JsonSchemaPrimitive;
-import io.airbyte.protocol.models.JsonSchemaType;
-import java.util.Set;
-
-public abstract class AbstractPostgresSourceDatatypeTest extends AbstractSourceDatabaseTypeTest {
-
-  protected PostgresTestDatabase testdb;
-
-  protected static final String SCHEMA_NAME = "test";
-
-  @Override
-  protected String getNameSpace() {
-    return SCHEMA_NAME;
-  }
-
-  @Override
-  protected String getImageName() {
-    return "airbyte/source-postgres:dev";
-  }
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) {
-    testdb.close();
-  }
-
-  @Override
-  public boolean testCatalog() {
-    return true;
-  }
-
-  // Test cases are sorted alphabetically based on the source type
-  // See https://www.postgresql.org/docs/14/datatype.html
-  @Override
-  protected void initTests() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bigint")
-            .airbyteType(JsonSchemaType.INTEGER)
-            .addInsertValues("-9223372036854775808", "9223372036854775807", "0", "null")
-            .addExpectedValues("-9223372036854775808", "9223372036854775807", "0", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bigserial")
-            .airbyteType(JsonSchemaType.INTEGER)
-            .addInsertValues("1", "9223372036854775807", "0", "-9223372036854775808")
-            .addExpectedValues("1", "9223372036854775807", "0", "-9223372036854775808")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bit")
-            .fullSourceDataType("BIT(1)")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("B'0'")
-            .addExpectedValues("0")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bit")
-            .fullSourceDataType("BIT(3)")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("B'101'")
-            .addExpectedValues("101")
-            .build());
-
-    for (final String type : Set.of("bit varying", "varbit")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("bit_varying")
-              .fullSourceDataType("BIT VARYING(5)")
-              .airbyteType(JsonSchemaType.STRING)
-              .addInsertValues("B'101'", "null")
-              .addExpectedValues("101", null)
-              .build());
-    }
-
-    for (final String type : Set.of("boolean", "bool")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.BOOLEAN)
-              .addInsertValues("true", "'yes'", "'1'", "false", "'no'", "'0'", "null")
-              .addExpectedValues("true", "true", "true", "false", "false", "false", null)
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("box")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'", "null")
-            .addExpectedValues("(15.0,18.0),(3.0,7.0)", "(0.0,0.0),(0.0,0.0)", null)
-            .build());
-
-    // bytea stores variable length binary string
-    // https://www.postgresql.org/docs/14/datatype-binary.html
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bytea")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "decode('1234', 'hex')", "'1234'", "'abcd'", "'\\xabcd'")
-            .addExpectedValues(null, "\\x1234", "\\x31323334", "\\x61626364", "\\xabcd")
-            .build());
-
-    for (final String type : Set.of("character", "char")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.STRING)
-              .addInsertValues("'a'", "'*'", "null")
-              .addExpectedValues("a", "*", null)
-              .build());
-
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .fullSourceDataType(type + "(8)")
-              .airbyteType(JsonSchemaType.STRING)
-              .addInsertValues("'{asb123}'", "'{asb12}'")
-              .addExpectedValues("{asb123}", "{asb12} ")
-              .build());
-    }
-
-    for (final String type : Set.of("varchar", "text")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.STRING)
-              .addInsertValues("'a'", "'abc'", "'Миші йдуть на південь, не питай чому;'", "'櫻花分店'",
-                  "''", "null", "'\\xF0\\x9F\\x9A\\x80'")
-              .addExpectedValues("a", "abc", "Миші йдуть на південь, не питай чому;", "櫻花分店", "",
-                  null, "\\xF0\\x9F\\x9A\\x80")
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("varchar")
-            .fullSourceDataType("character varying(10)")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'{asb123}'", "'{asb12}'")
-            .addExpectedValues("{asb123}", "{asb12}")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("cidr")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'192.168.100.128/25'", "'192.168/24'", "'192.168.1'",
-                "'128.1'", "'2001:4f8:3:ba::/64'")
-            .addExpectedValues(null, "192.168.100.128/25", "192.168.0.0/24", "192.168.1.0/24",
-                "128.1.0.0/16", "2001:4f8:3:ba::/64")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("circle")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'(5,7),10'", "'(0,0),0'", "'(-10,-4),10'", "null")
-            .addExpectedValues("<(5.0,7.0),10.0>", "<(0.0,0.0),0.0>", "<(-10.0,-4.0),10.0>", null)
-            .build());
-
-    // Debezium does not handle era indicators (AD nd BC)
-    // https://github.com/airbytehq/airbyte/issues/14590
-    for (final String type : Set.of("date", "date not null default now()")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("date")
-              .fullSourceDataType(type)
-              .airbyteType(JsonSchemaType.STRING_DATE)
-              .addInsertValues("'1999-01-08'", "'1991-02-10 BC'", "'2022/11/12'", "'1987.12.01'", "'-InFinITy'", "'InFinITy'")
-              .addExpectedValues("1999-01-08", "1991-02-10 BC", "2022-11-12", "1987-12-01", "-Infinity", "Infinity")
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("date")
-            .airbyteType(JsonSchemaType.STRING_DATE)
-            .addInsertValues("null")
-            .addExpectedValues((String) null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("inet")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'198.24.10.0/24'", "'198.24.10.0'", "'198.10/8'", "null")
-            .addExpectedValues("198.24.10.0/24", "198.24.10.0", "198.10.0.0/8", null)
-            .build());
-
-    for (final String type : Set.of("integer", "int", "int4")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.INTEGER)
-              .addInsertValues("null", "1001", "-2147483648", "2147483647")
-              .addExpectedValues(null, "1001", "-2147483648", "2147483647")
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("interval")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'P1Y2M3DT4H5M6S'", "'-178000000'", "'178000000'")
-            .addExpectedValues(null, "1 year 2 mons 3 days 04:05:06", "-49444:26:40", "49444:26:40")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("json")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'{\"a\": 10, \"b\": 15}'")
-            .addExpectedValues(null, "{\"a\": 10, \"b\": 15}")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("jsonb")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'[1, 2, 3]'::jsonb")
-            .addExpectedValues(null, "[1, 2, 3]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("line")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'{4,5,6}'", "'{0,1,0}'", "null")
-            .addExpectedValues("{4.0,5.0,6.0}", "{0.0,1.0,0.0}", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("lseg")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'", "null")
-            .addExpectedValues("[(3.0,7.0),(15.0,18.0)]", "[(0.0,0.0),(0.0,0.0)]", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("macaddr")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'08:00:2b:01:02:03'", "'08-00-2b-01-02-04'",
-                "'08002b:010205'")
-            .addExpectedValues(null, "08:00:2b:01:02:03", "08:00:2b:01:02:04", "08:00:2b:01:02:05")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("macaddr8")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'08:00:2b:01:02:03:04:05'", "'08-00-2b-01-02-03-04-06'",
-                "'08002b:0102030407'")
-            .addExpectedValues(null, "08:00:2b:01:02:03:04:05", "08:00:2b:01:02:03:04:06",
-                "08:00:2b:01:02:03:04:07")
-            .build());
-
-    /*
-     * Verify NUMERIC/DECIMAL Datatypes has - the default precision of 131089 (See PostgresConverter) -
-     * unspecified scale - any decimal value is preserved
-     */
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("numeric")
-            .fullSourceDataType("NUMERIC")
-            .airbyteType(JsonSchemaType.NUMBER)
-            .addInsertValues("'33'")
-            .addExpectedValues("33")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("numeric")
-            .fullSourceDataType("NUMERIC")
-            .airbyteType(JsonSchemaType.NUMBER)
-            .addInsertValues("'33.345'")
-            .addExpectedValues("33.345")
-            .build());
-
-    // Verify that large integers are not deserialized into scientific notation
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("numeric")
-            .airbyteType(JsonSchemaType.INTEGER)
-            .fullSourceDataType("NUMERIC(38)")
-            .addInsertValues("'70000'", "'853245'", "'900000000'")
-            .addExpectedValues("70000", "853245", "900000000")
-            .build());
-
-    // case of a column type being a NUMERIC data type
-    // with precision but no decimal
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("numeric")
-            .fullSourceDataType("NUMERIC(38,0)")
-            .airbyteType(JsonSchemaType.INTEGER)
-            .addInsertValues("'33'", "'123'")
-            .addExpectedValues("33", "123")
-            .build());
-
-    for (final String type : Set.of("double precision", "float", "float8")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.NUMBER)
-              .addInsertValues("'123'", "'1234567890.1234567'", "null")
-              // Postgres source does not support these special values yet
-              // https://github.com/airbytehq/airbyte/issues/8902
-              // "'-Infinity'", "'Infinity'", "'NaN'", "null")
-              .addExpectedValues("123.0", "1.2345678901234567E9", null)
-              // "-Infinity", "Infinity", "NaN", null)
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("path")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'", "null")
-            .addExpectedValues("((3.0,7.0),(15.0,18.0))", "((0.0,0.0),(0.0,0.0))", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("pg_lsn")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'7/A25801C8'::pg_lsn", "'0/0'::pg_lsn", "null")
-            .addExpectedValues("7/A25801C8", "0/0", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("point")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'(3,7)'", "'(0,0)'", "'(999999999999999999999999,0)'", "null")
-            .addExpectedValues("(3.0,7.0)", "(0.0,0.0)", "(1.0E24,0.0)", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("polygon")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'",
-                "'((0,0),(999999999999999999999999,0))'", "null")
-            .addExpectedValues("((3.0,7.0),(15.0,18.0))", "((0.0,0.0),(0.0,0.0))", "((0.0,0.0),(1.0E24,0.0))", null)
-            .build());
-
-    for (final String type : Set.of("real", "float4")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.NUMBER)
-              .addInsertValues("null", "3.4145")
-              .addExpectedValues(null, "3.4145")
-              .build());
-    }
-
-    for (final String type : Set.of("smallint", "int2")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.INTEGER)
-              .addInsertValues("null", "-32768", "32767")
-              .addExpectedValues(null, "-32768", "32767")
-              .build());
-    }
-
-    for (final String type : Set.of("smallserial", "serial2")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.INTEGER)
-              .addInsertValues("1", "32767", "0", "-32767")
-              .addExpectedValues("1", "32767", "0", "-32767")
-              .build());
-    }
-
-    for (final String type : Set.of("serial", "serial4")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .airbyteType(JsonSchemaType.INTEGER)
-              .addInsertValues("1", "2147483647", "0", "-2147483647")
-              .addExpectedValues("1", "2147483647", "0", "-2147483647")
-              .build());
-    }
-
-    // time without time zone
-    for (final String fullSourceType : Set.of("time", "time without time zone", "time without time zone not null default now()")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("time")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE)
-              // time column will ignore time zone
-              .addInsertValues("'13:00:01.010'", "'13:00:02.000001+8'", "'13:00:03-8'", "'13:00:04Z'", "'13:00:05.01234Z+8'", "'13:00:00Z-8'",
-                  "'24:00:00'")
-              .addExpectedValues("13:00:01.010", "13:00:02.000001", "13:00:03", "13:00:04", "13:00:05.012340",
-                  "13:00:00.000000", "23:59:59.999999999")
-              .build());
-    }
-
-    // time without time zone
-    for (final String fullSourceType : Set.of("time", "time without time zone")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("time")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE)
-              // time column will ignore time zone
-              .addInsertValues("null")
-              .addExpectedValues((String) null)
-              .build());
-    }
-
-    // timestamp without time zone
-    for (final String fullSourceType : Set.of("timestamp", "timestamp without time zone", "timestamp without time zone default now()")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("timestamp")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE)
-              .addInsertValues(
-                  "TIMESTAMP '2004-10-19 10:23:00'",
-                  "TIMESTAMP '2004-10-19 10:23:54.123456'",
-                  // A random BCE date. Old enough that converting it to/from an Instant results in discrepancies from
-                  // inconsistent leap year handling
-                  "TIMESTAMP '3004-10-19 10:23:54.123456 BC'",
-                  // The earliest possible timestamp in CE
-                  "TIMESTAMP '0001-01-01 00:00:00.000000'",
-                  // The last possible timestamp in BCE
-                  "TIMESTAMP '0001-12-31 23:59:59.999999 BC'",
-                  "'epoch'",
-                  "'-InFinITy'", "'InFinITy'")
-              .addExpectedValues(
-                  "2004-10-19T10:23:00.000000",
-                  "2004-10-19T10:23:54.123456",
-                  "3004-10-19T10:23:54.123456 BC",
-                  "0001-01-01T00:00:00.000000",
-                  "0001-12-31T23:59:59.999999 BC",
-                  "1970-01-01T00:00:00.000000",
-                  "-Infinity", "Infinity")
-              .build());
-    }
-
-    // timestamp without time zone
-    for (final String fullSourceType : Set.of("timestamp", "timestamp without time zone")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("timestamp")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE)
-              .addInsertValues("null")
-              .addExpectedValues((String) null)
-              .build());
-    }
-
-    // timestamp with time zone
-    for (final String fullSourceType : Set.of("timestamptz", "timestamp with time zone")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("timestamptz")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE)
-              .addInsertValues(
-                  // 10:23-08 == 18:23Z
-                  "TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08'",
-                  "TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08'",
-                  // A random BCE date. Old enough that converting it to/from an Instant results in discrepancies from
-                  // inconsistent leap year handling
-                  "TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC'",
-                  // The earliest possible timestamp in CE (16:00-08 == 00:00Z)
-                  "TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC'",
-                  // The last possible timestamp in BCE (15:59-08 == 23:59Z)
-                  "TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC'",
-                  "null", "'-InFinITy'", "'InFinITy'")
-              .addExpectedValues(
-                  "2004-10-19T18:23:00.000000Z",
-                  "2004-10-19T18:23:54.123456Z",
-                  "3004-10-19T18:23:54.123456Z BC",
-                  "0001-01-01T00:00:00.000000Z",
-                  "0001-12-31T23:59:59.999999Z BC",
-                  null, "-Infinity", "Infinity")
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("tsquery")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("null", "'fat & (rat | cat)'::tsquery", "'fat:ab & cat'::tsquery")
-            .addExpectedValues(null, "'fat' & ( 'rat' | 'cat' )", "'fat':AB & 'cat'")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("tsvector")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("to_tsvector('The quick brown fox jumped over the lazy dog.')")
-            .addExpectedValues("'brown':3 'dog':9 'fox':4 'jumped':5 'lazy':8 'over':6 'quick':2 'the':1,7")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("uuid")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11'", "null")
-            .addExpectedValues("a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11", null)
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("xml")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues(
-                "XMLPARSE (DOCUMENT '<?xml version=\"1.0\"?><book><title>Manual</title><chapter>...</chapter></book>')",
-                "null", "''")
-            .addExpectedValues("<book><title>Manual</title><chapter>...</chapter></book>", null, "")
-            .build());
-
-    // enum type
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("mood")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'happy'", "null")
-            .addExpectedValues("happy", null)
-            .build());
-
-    // range
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("tsrange")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("'(2010-01-01 14:30, 2010-01-01 15:30)'", "null")
-            .addExpectedValues("(\"2010-01-01 14:30:00\",\"2010-01-01 15:30:00\")", null)
-            .build());
-
-    // composite type
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("inventory_item")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("ROW('fuzzy dice', 42, 1.99)", "null")
-            .addExpectedValues("(\"fuzzy dice\",42,1.99)", null)
-            .build());
-
-    addHstoreTest();
-    addTimeWithTimeZoneTest();
-    addArraysTestData();
-    addMoneyTest();
-    addNumericValuesTest();
-  }
-
-  protected void addHstoreTest() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("hstore")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("""
-                             '"paperback" => "243","publisher" => "postgresqltutorial.com",
-                             "language"  => "English","ISBN-13" => "978-1449370000",
-                             "weight"    => "11.2 ounces"'
-                             """, null)
-            .addExpectedValues(
-                """
-                {"ISBN-13":"978-1449370000","weight":"11.2 ounces","paperback":"243","publisher":"postgresqltutorial.com","language":"English"}""",
-                null)
-            .build());
-  }
-
-  protected void addMoneyTest() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("money")
-            .airbyteType(JsonSchemaType.NUMBER)
-            .addInsertValues(
-                "null",
-                "'999.99'", "'1,001.01'", "'-1,000'",
-                "'$999.99'", "'$1001.01'", "'-$1,000'"
-            // max values for Money type: "-92233720368547758.08", "92233720368547758.07"
-            // Debezium has wrong parsing for values more than 999999999999999 and less than -999999999999999
-            // https://github.com/airbytehq/airbyte/issues/7338
-            /* "'-92233720368547758.08'", "'92233720368547758.07'" */)
-            .addExpectedValues(
-                null,
-                // Double#toString method is necessary here because sometimes the output
-                // has unexpected decimals, e.g. Double.toString(-1000) is -1000.0
-                "999.99", "1001.01", Double.toString(-1000),
-                "999.99", "1001.01", Double.toString(-1000)
-            /* "-92233720368547758.08", "92233720368547758.07" */)
-            .build());
-  }
-
-  protected void addTimeWithTimeZoneTest() {
-    // time with time zone
-    for (final String fullSourceType : Set.of("timetz", "time with time zone")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("timetz")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIME_WITH_TIMEZONE)
-              .addInsertValues("null", "'13:00:01.123456'", "'13:00:01+8'", "'13:00:03-8'", "'13:00:04Z'", "'13:00:05.012345Z+8'",
-                  "'13:00:06.00000Z-8'")
-              // A time value without time zone will use the time zone set on the database, which is Z-7,
-              // so 13:00:01 is returned as 13:00:01-07.
-              .addExpectedValues(null, "13:00:01.123456-07:00", "13:00:01+08:00", "13:00:03-08:00", "13:00:04Z",
-                  "13:00:05.012345-08:00", "13:00:06+08:00")
-              .build());
-    }
-  }
-
-  private void addArraysTestData() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("int2_array")
-            .fullSourceDataType("INT2[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.INTEGER)
-                .build())
-            .addInsertValues("'{1,2,3}'", "'{4,5,6}'")
-            .addExpectedValues("[1,2,3]", "[4,5,6]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("int4_array")
-            .fullSourceDataType("INT4[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.INTEGER)
-                .build())
-            .addInsertValues("'{-2147483648,2147483646}'")
-            .addExpectedValues("[-2147483648,2147483646]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("int8_array")
-            .fullSourceDataType("INT8[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.INTEGER)
-                .build())
-            .addInsertValues("'{-9223372036854775808,9223372036854775801}'")
-            .addExpectedValues("[-9223372036854775808,9223372036854775801]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("oid_array")
-            .fullSourceDataType("OID[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                    .build())
-                .build())
-            .addInsertValues("'{564182,234181}'")
-            .addExpectedValues("[564182,234181]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("varchar_array")
-            .fullSourceDataType("VARCHAR[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-                    .build())
-                .build())
-            .addInsertValues("'{lorem ipsum,dolor sit,amet}'")
-            .addExpectedValues("[\"lorem ipsum\",\"dolor sit\",\"amet\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("char_array")
-            .fullSourceDataType("CHAR(1)[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-                    .build())
-                .build())
-            .addInsertValues("'{l,d,a}'")
-            .addExpectedValues("[\"l\",\"d\",\"a\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bpchar_array")
-            .fullSourceDataType("BPCHAR(2)[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-                    .build())
-                .build())
-            .addInsertValues("'{l,d,a}'")
-            .addExpectedValues("[\"l \",\"d \",\"a \"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("text_array")
-            .fullSourceDataType("TEXT[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-                    .build())
-                .build())
-            .addInsertValues("'{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}'")
-            .addExpectedValues("[\"someeeeee loooooooooong teeeeext\",\"vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("name_array")
-            .fullSourceDataType("NAME[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-                    .build())
-                .build())
-            .addInsertValues("'{object,integer}'")
-            .addExpectedValues("[\"object\",\"integer\"]")
-            .build());
-
-    for (final String type : Set.of("numeric", "decimal")) {
-      /*
-       * Verify NUMERIC[]/DECIMAL[] Datatypes has - the default precision of 131089 (See
-       * PostgresConverter) - unspecified scale - any decimal value is preserved
-       */
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(String.format("%s_array", type))
-              .fullSourceDataType(String.format("%s[]", type.toUpperCase()))
-              .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                  .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                      .build())
-                  .build())
-              .addInsertValues("'{131070.23,231072.476596593}'")
-              .addExpectedValues("[131070.23,231072.476596593]")
-              .build());
-      /*
-       * Verify NUMERIC(`anyNumber`)[]/DECIMAL(`anyNumber`)[] Datatypes has default scale of 0 if the
-       * Precision is set
-       */
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(String.format("%s_array", type))
-              .fullSourceDataType(String.format("%s(20)[]", type.toUpperCase()))
-              .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                  .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                      .build())
-                  .build())
-              .addInsertValues("'{131070,231072}'")
-              .addExpectedValues("[131070,231072]")
-              .build());
-
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(String.format("%s_array", type))
-              .fullSourceDataType(String.format("%s(30,2)[]", type.toUpperCase()))
-              .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                  .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                      .build())
-                  .build())
-              // When a decimal scale is explicitly chosen, 2 in this case,
-              // Postgres stores the rounded off value
-              .addInsertValues("'{131070.23,231072.476596593}'")
-              .addExpectedValues("[131070.23,231072.48]")
-              .build());
-    }
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("float4_array")
-            .fullSourceDataType("FLOAT4[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                    .build())
-                .build())
-            .addInsertValues("'{131070.237689,231072.476596593}'")
-            .addExpectedValues("[131070.234,231072.48]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("float8_array")
-            .fullSourceDataType("FLOAT8[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                    .build())
-                .build())
-            .addInsertValues("'{131070.237689,231072.476596593}'")
-            .addExpectedValues("[131070.237689,231072.476596593]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("jsonb_array")
-            .fullSourceDataType("JSONB[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING).build())
-                .build())
-            .addInsertValues("ARRAY['{\"foo\":\"bar\"}'::JSONB, NULL]")
-            .addExpectedValues("[\"{\\\"foo\\\": \\\"bar\\\"}\",null]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("money_array")
-            .fullSourceDataType("MONEY[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.NUMBER)
-                    .build())
-                .build())
-            .addInsertValues("'{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}'")
-            .addExpectedValues("[999.99,1001.01,45000.0,1.0,800.0,22222.01,1001.01]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bool_array")
-            .fullSourceDataType("BOOL[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.BOOLEAN)
-                    .build())
-                .build())
-            .addInsertValues("'{true,yes,1,false,no,0,null}'")
-            .addExpectedValues("[true,true,true,false,false,false,null]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bit_array")
-            .fullSourceDataType("BIT[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.BOOLEAN)
-                    .build())
-                .build())
-            .addInsertValues("'{null,1,0}'")
-            .addExpectedValues("[null,true,false]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("bytea_array")
-            .fullSourceDataType("BYTEA[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(JsonSchemaType.builder(JsonSchemaPrimitive.STRING)
-                    .build())
-                .build())
-            .addInsertValues(
-                "'{\\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\\x4B52414B00000000000000000000000000000000000000000000000000000000}'")
-            .addExpectedValues(
-                "[\"eEE2Njk3RTk3NEU2QTMyMEY0NTQzOTBCRTAzRjc0OTU1RTg5NzhGMUE2OTcxRUE2NzMwNTQyRTM3QjY2MTc5QkM=\",\"eDRCNTI0MTRCMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDA=\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("date_array")
-            .fullSourceDataType("DATE[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(STRING_DATE)
-                .build())
-            .addInsertValues("'{1999-01-08,1991-02-10 BC}'")
-            .addExpectedValues("[\"1999-01-08\",\"1991-02-10 BC\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("time_array")
-            .fullSourceDataType("TIME(6)[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(STRING_TIME_WITHOUT_TIMEZONE)
-                .build())
-            .addInsertValues("'{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}'")
-            .addExpectedValues(
-                "[\"13:00:01\",\"13:00:02\",\"13:00:03\",\"13:00:04\",\"13:00:05\",\"13:00:00.000000\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("timetz_array")
-            .fullSourceDataType("TIMETZ[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(STRING_TIME_WITH_TIMEZONE)
-                .build())
-            .addInsertValues("'{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}'")
-            .addExpectedValues(
-                "[null,\"13:00:01-07:00\",\"13:00:00.000000+08:00\",\"13:00:03-08:00\",\"13:00:04Z\",\"13:00:05.012345-08:00\",\"13:00:06+08:00\",\"13:00:00.000000-07:00\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("timestamptz_array")
-            .fullSourceDataType("TIMESTAMPTZ[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(STRING_TIMESTAMP_WITH_TIMEZONE)
-                .build())
-            .addInsertValues("'{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}'")
-            .addExpectedValues("[null,\"2004-10-19T18:23:00.000000Z\",\"2004-10-19T18:23:54.123456Z\"]")
-            .build());
-
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("timestamp_array")
-            .fullSourceDataType("TIMESTAMP[]")
-            .airbyteType(JsonSchemaType.builder(JsonSchemaPrimitive.ARRAY)
-                .withItems(STRING_TIMESTAMP_WITHOUT_TIMEZONE)
-                .build())
-            .addInsertValues("'{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'")
-            .addExpectedValues("[null,\"2004-10-19T10:23:00.000000\",\"2004-10-19T10:23:54.123456\",\"3004-10-19T10:23:54.123456 BC\"]")
-            .build());
-  }
-
-  protected void addNumericValuesTest() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("numeric")
-            .fullSourceDataType("NUMERIC(28,2)")
-            .airbyteType(JsonSchemaType.NUMBER)
-            .addInsertValues(
-                "'123'", "null", "'14525.22'")
-            // Postgres source does not support these special values yet
-            // https://github.com/airbytehq/airbyte/issues/8902
-            // "'infinity'", "'-infinity'", "'nan'"
-            .addExpectedValues("123.0", null, "14525.22")
-            .build());
-
-    // Blocked by https://github.com/airbytehq/airbyte/issues/8902
-    for (final String type : Set.of("numeric", "decimal")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .fullSourceDataType("NUMERIC(20,7)")
-              .airbyteType(JsonSchemaType.NUMBER)
-              .addInsertValues(
-                  "'123'", "null", "'1234567890.1234567'")
-              // Postgres source does not support these special values yet
-              // https://github.com/airbytehq/airbyte/issues/8902
-              // "'infinity'", "'-infinity'", "'nan'"
-              .addExpectedValues("123.0", null, "1.2345678901234567E9")
-              .build());
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceSSLCertificateAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceSSLCertificateAcceptanceTest.java
deleted file mode 100644
index 65a19563a69a..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractPostgresSourceSSLCertificateAcceptanceTest.java
+++ /dev/null
@@ -1,101 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-public abstract class AbstractPostgresSourceSSLCertificateAcceptanceTest extends AbstractPostgresSourceAcceptanceTest {
-
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME2 = "starships";
-  private static final String STREAM_NAME_MATERIALIZED_VIEW = "testview";
-  private static final String SCHEMA_NAME = "public";
-  protected static final String PASSWORD = "Passw0rd";
-
-  protected PostgresTestDatabase testdb;
-
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CERT)
-        .with("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));")
-        .with("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');")
-        .with("CREATE TABLE starships(id INTEGER, name VARCHAR(200));")
-        .with("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');")
-        .with("CREATE MATERIALIZED VIEW testview AS select * from id_and_name where id = '2';");
-  }
-
-  public abstract Map<Object, Object> getCertificateConfiguration();
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) {
-    testdb.close();
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    return testdb.integrationTestConfigBuilder()
-        .withSchemas("public")
-        .withStandardReplication()
-        .withSsl(getCertificateConfiguration())
-        .build();
-  }
-
-  @Override
-  protected ConfiguredAirbyteCatalog getConfiguredCatalog() {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME_MATERIALIZED_VIEW, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id"))))));
-  }
-
-  @Override
-  protected JsonNode getState() {
-    return Jsons.jsonNode(new HashMap<>());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractSshPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractSshPostgresSourceAcceptanceTest.java
deleted file mode 100644
index bea7d615e287..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/AbstractSshPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,137 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.db.Database;
-import io.airbyte.cdk.db.factory.DSLContextFactory;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.base.ssh.SshBastionContainer;
-import io.airbyte.cdk.integrations.base.ssh.SshTunnel;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.commons.functional.CheckedConsumer;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.io.IOException;
-import java.io.UncheckedIOException;
-import java.util.HashMap;
-import java.util.List;
-import org.jooq.SQLDialect;
-
-public abstract class AbstractSshPostgresSourceAcceptanceTest extends AbstractPostgresSourceAcceptanceTest {
-
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME2 = "starships";
-  private static final String SCHEMA_NAME = "public";
-
-  private final SshBastionContainer bastion = new SshBastionContainer();
-  private PostgresTestDatabase testdb;
-
-  private void populateDatabaseTestData() throws Exception {
-    final var outerConfig = testdb.integrationTestConfigBuilder()
-        .withSchemas("public")
-        .withoutSsl()
-        .with("tunnel_method", bastion.getTunnelMethod(getTunnelMethod(), false))
-        .build();
-    SshTunnel.sshWrap(
-        outerConfig,
-        JdbcUtils.HOST_LIST_KEY,
-        JdbcUtils.PORT_LIST_KEY,
-        (CheckedConsumer<JsonNode, Exception>) mangledConfig -> getDatabaseFromConfig(mangledConfig)
-            .query(ctx -> {
-              ctx.fetch("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));");
-              ctx.fetch("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');");
-              ctx.fetch("CREATE TABLE starships(id INTEGER, name VARCHAR(200));");
-              ctx.fetch("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');");
-              return null;
-            }));
-  }
-
-  private static Database getDatabaseFromConfig(final JsonNode config) {
-    return new Database(
-        DSLContextFactory.create(
-            config.get(JdbcUtils.USERNAME_KEY).asText(),
-            config.get(JdbcUtils.PASSWORD_KEY).asText(),
-            DatabaseDriver.POSTGRESQL.getDriverClassName(),
-            String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-                config.get(JdbcUtils.HOST_KEY).asText(),
-                config.get(JdbcUtils.PORT_KEY).asInt(),
-                config.get(JdbcUtils.DATABASE_KEY).asText()),
-            SQLDialect.POSTGRES));
-  }
-
-  public abstract SshTunnel.TunnelMethod getTunnelMethod();
-
-  // todo (cgardens) - dynamically create data by generating a database with a random name instead of
-  // requiring data to already be in place.
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.NETWORK);
-    bastion.initAndStartBastion(testdb.getContainer().getNetwork());
-    populateDatabaseTestData();
-  }
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) {
-    bastion.stopAndClose();
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    try {
-      return testdb.integrationTestConfigBuilder()
-          .withSchemas("public")
-          .withoutSsl()
-          .with("tunnel_method", bastion.getTunnelMethod(getTunnelMethod(), true))
-          .build();
-    } catch (IOException e) {
-      throw new UncheckedIOException(e);
-    } catch (InterruptedException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  @Override
-  protected ConfiguredAirbyteCatalog getConfiguredCatalog() {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.INTEGER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.INTEGER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id"))))));
-  }
-
-  @Override
-  protected JsonNode getState() {
-    return Jsons.jsonNode(new HashMap<>());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceCaCertificateSslAcceptanceLegacyCtidTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceCaCertificateSslAcceptanceLegacyCtidTest.java
deleted file mode 100644
index f8c183363670..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceCaCertificateSslAcceptanceLegacyCtidTest.java
+++ /dev/null
@@ -1,16 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-
-public class CDCPostgresSourceCaCertificateSslAcceptanceLegacyCtidTest extends CDCPostgresSourceCaCertificateSslAcceptanceTest {
-
-  @Override
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_12;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceCaCertificateSslAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceCaCertificateSslAcceptanceTest.java
deleted file mode 100644
index c336c1e7d732..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceCaCertificateSslAcceptanceTest.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import java.util.Map;
-
-public class CDCPostgresSourceCaCertificateSslAcceptanceTest extends AbstractCdcPostgresSourceSslAcceptanceTest {
-
-  public Map<Object, Object> getCertificateConfiguration() {
-    return ImmutableMap.builder()
-        .put("mode", "verify-ca")
-        .put("ca_certificate", testdb.getCertificates().caCertificate())
-        .put("client_key_password", PASSWORD)
-        .build();
-  }
-
-  @Override
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_16;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceFullCertificateSslAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceFullCertificateSslAcceptanceTest.java
deleted file mode 100644
index 5131d5ba1076..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CDCPostgresSourceFullCertificateSslAcceptanceTest.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import java.util.Map;
-
-public class CDCPostgresSourceFullCertificateSslAcceptanceTest extends AbstractCdcPostgresSourceSslAcceptanceTest {
-
-  @Override
-  public Map<Object, Object> getCertificateConfiguration() {
-    final var certs = testdb.getCertificates();
-    return ImmutableMap.builder()
-        .put("mode", "verify-ca")
-        .put("ca_certificate", certs.caCertificate())
-        .put("client_certificate", certs.clientCertificate())
-        .put("client_key", certs.clientKey())
-        .put("client_key_password", PASSWORD)
-        .build();
-  }
-
-  @Override
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_16;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcInitialSnapshotPostgresSourceDatatypeTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcInitialSnapshotPostgresSourceDatatypeTest.java
deleted file mode 100644
index dacd17e31ed9..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcInitialSnapshotPostgresSourceDatatypeTest.java
+++ /dev/null
@@ -1,63 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.Database;
-import io.airbyte.cdk.integrations.standardtest.source.TestDataHolder;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.JsonSchemaType;
-
-public class CdcInitialSnapshotPostgresSourceDatatypeTest extends AbstractPostgresSourceDatatypeTest {
-
-  private static final String SCHEMA_NAME = "test";
-
-  @Override
-  protected Database setupDatabase() throws Exception {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CONF)
-        .with("CREATE EXTENSION hstore;")
-        .with("CREATE SCHEMA TEST;")
-        .with("CREATE TYPE mood AS ENUM ('sad', 'ok', 'happy');")
-        .with("CREATE TYPE inventory_item AS (\n"
-            + "    name            text,\n"
-            + "    supplier_id     integer,\n"
-            + "    price           numeric\n"
-            + ");")
-        .with("SET TIMEZONE TO 'MST'")
-        .withReplicationSlot()
-        .withPublicationForAllTables();
-    return testdb.getDatabase();
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    return testdb.integrationTestConfigBuilder()
-        .withSchemas(SCHEMA_NAME)
-        .withoutSsl()
-        .withCdcReplication()
-        .build();
-  }
-
-  @Override
-  protected void addHstoreTest() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("hstore")
-            .airbyteType(JsonSchemaType.STRING)
-            .addInsertValues("""
-                             '"paperback" => "243","publisher" => "postgresqltutorial.com",
-                             "language"  => "English","ISBN-13" => "978-1449370000",
-                             "weight"    => "11.2 ounces"'
-                             """, null)
-            .addExpectedValues(
-                //
-                "\"weight\"=>\"11.2 ounces\", \"ISBN-13\"=>\"978-1449370000\", \"language\"=>\"English\", \"paperback\"=>\"243\", \"publisher\"=>\"postgresqltutorial.com\"",
-                null)
-            .build());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcPostgresSourceAcceptanceLegacyCtidTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcPostgresSourceAcceptanceLegacyCtidTest.java
deleted file mode 100644
index a7b40cff2b4b..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcPostgresSourceAcceptanceLegacyCtidTest.java
+++ /dev/null
@@ -1,16 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-
-public class CdcPostgresSourceAcceptanceLegacyCtidTest extends CdcPostgresSourceAcceptanceTest {
-
-  @Override
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_12;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcPostgresSourceAcceptanceTest.java
deleted file mode 100644
index 5c008c5d19fa..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,174 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.sql.SQLException;
-import java.util.HashMap;
-import java.util.List;
-import java.util.stream.Collectors;
-import org.junit.jupiter.api.Test;
-
-// todo (cgardens) - Sanity check that when configured for CDC that postgres performs like any other
-// incremental source. As we have more sources support CDC we will find a more reusable way of doing
-// this, but for now this is a solid sanity check.
-public class CdcPostgresSourceAcceptanceTest extends AbstractPostgresSourceAcceptanceTest {
-
-  protected static final String NAMESPACE = "public";
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME2 = "starships";
-
-  protected PostgresTestDatabase testdb;
-
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(getServerImage(), ContainerModifier.CONF)
-        .with("CREATE TABLE id_and_name(id INTEGER  primary key, name VARCHAR(200));")
-        .with("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');")
-        .with("CREATE TABLE starships(id INTEGER primary key, name VARCHAR(200));")
-        .with("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');")
-        .withReplicationSlot()
-        .withPublicationForAllTables();
-  }
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) throws SQLException {
-    testdb.close();
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    return testdb.integrationTestConfigBuilder()
-        .withSchemas(NAMESPACE)
-        .withoutSsl()
-        .withCdcReplication()
-        .build();
-  }
-
-  @Override
-  protected ConfiguredAirbyteCatalog getConfiguredCatalog() {
-    /**
-     * This catalog config is incorrect for CDC replication. We specify
-     * withCursorField(Lists.newArrayList("id")) but with CDC customers can't/shouldn't be able to
-     * specify cursor field for INCREMENTAL tables Take a look at
-     * {@link io.airbyte.integrations.source.postgres.PostgresSource#setIncrementalToSourceDefined(AirbyteStream)}
-     * We should also specify the primary keys for INCREMENTAL tables checkout
-     * {@link io.airbyte.integrations.source.postgres.PostgresSource#removeIncrementalWithoutPk(AirbyteStream)}
-     */
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME,
-                NAMESPACE,
-                Field.of("id", JsonSchemaType.INTEGER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withIsResumable(true)),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2,
-                NAMESPACE,
-                Field.of("id", JsonSchemaType.INTEGER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withIsResumable(true))));
-  }
-
-  protected ConfiguredAirbyteCatalog getConfiguredCatalogWithPartialColumns() {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME,
-                NAMESPACE,
-                Field.of("id", JsonSchemaType.INTEGER)
-            /* no name field */)
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withIsResumable(true)),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2,
-                NAMESPACE,
-                /* no id field */
-                Field.of("name", JsonSchemaType.STRING))
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withIsResumable(true))));
-  }
-
-  @Override
-  protected JsonNode getState() {
-    return Jsons.jsonNode(new HashMap<>());
-  }
-
-  @Test
-  public void testFullRefreshReadSelectedColumns() throws Exception {
-    final ConfiguredAirbyteCatalog catalog = withFullRefreshSyncModes(getConfiguredCatalogWithPartialColumns());
-    final List<AirbyteMessage> allMessages = runRead(catalog);
-
-    final List<AirbyteRecordMessage> records = filterRecords(allMessages);
-    assertFalse(records.isEmpty(), "Expected a full refresh sync to produce records");
-    verifyFieldNotExist(records, STREAM_NAME, "name");
-    verifyFieldNotExist(records, STREAM_NAME2, "id");
-  }
-
-  @Test
-  public void testIncrementalReadSelectedColumns() throws Exception {
-    final ConfiguredAirbyteCatalog catalog = getConfiguredCatalogWithPartialColumns();
-    final List<AirbyteMessage> allMessages = runRead(catalog);
-
-    final List<AirbyteRecordMessage> records = filterRecords(allMessages);
-    assertFalse(records.isEmpty(), "Expected a incremental sync to produce records");
-    verifyFieldNotExist(records, STREAM_NAME, "name");
-    verifyFieldNotExist(records, STREAM_NAME2, "id");
-  }
-
-  private void verifyFieldNotExist(final List<AirbyteRecordMessage> records, final String stream, final String field) {
-    assertTrue(records.stream()
-        .filter(r -> {
-          return r.getStream().equals(stream)
-              && r.getData().get(field) != null;
-        })
-        .collect(Collectors.toList())
-        .isEmpty(), "Records contain unselected columns [%s:%s]".formatted(stream, field));
-  }
-
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_16;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcWalLogsPostgresSourceDatatypeTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcWalLogsPostgresSourceDatatypeTest.java
deleted file mode 100644
index f6b4af81cf25..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CdcWalLogsPostgresSourceDatatypeTest.java
+++ /dev/null
@@ -1,165 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.Database;
-import io.airbyte.cdk.integrations.standardtest.source.TestDataHolder;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import java.util.Collections;
-import java.util.List;
-import java.util.Set;
-
-public class CdcWalLogsPostgresSourceDatatypeTest extends AbstractPostgresSourceDatatypeTest {
-
-  private static final String SCHEMA_NAME = "test";
-  private JsonNode stateAfterFirstSync;
-
-  @Override
-  protected List<AirbyteMessage> runRead(final ConfiguredAirbyteCatalog configuredCatalog) throws Exception {
-    if (stateAfterFirstSync == null) {
-      throw new RuntimeException("stateAfterFirstSync is null");
-    }
-    return super.runRead(configuredCatalog, stateAfterFirstSync);
-  }
-
-  @Override
-  protected void postSetup() throws Exception {
-    final Database database = setupDatabase();
-    for (final TestDataHolder test : testDataHolders) {
-      database.query(ctx -> {
-        ctx.fetch(test.getCreateSqlQuery());
-        return null;
-      });
-    }
-
-    final ConfiguredAirbyteStream dummyTableWithData = createDummyTableWithData(database);
-    final ConfiguredAirbyteCatalog catalog = getConfiguredCatalog();
-    catalog.getStreams().add(dummyTableWithData);
-
-    final List<AirbyteMessage> allMessages = super.runRead(catalog);
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessages(allMessages);
-    if (stateAfterFirstBatch == null || stateAfterFirstBatch.isEmpty()) {
-      throw new RuntimeException("stateAfterFirstBatch should not be null or empty");
-    }
-    stateAfterFirstSync = Jsons.jsonNode(Collections.singletonList(stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1)));
-    if (stateAfterFirstSync == null) {
-      throw new RuntimeException("stateAfterFirstSync should not be null");
-    }
-    for (final TestDataHolder test : testDataHolders) {
-      database.query(ctx -> {
-        test.getInsertSqlQueries().forEach(ctx::fetch);
-        return null;
-      });
-    }
-  }
-
-  @Override
-  protected Database setupDatabase() {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CONF)
-        .with("CREATE EXTENSION hstore;")
-        .with("CREATE SCHEMA TEST;")
-        .with("CREATE TYPE mood AS ENUM ('sad', 'ok', 'happy');")
-        .with("CREATE TYPE inventory_item AS (\n"
-            + "    name            text,\n"
-            + "    supplier_id     integer,\n"
-            + "    price           numeric\n"
-            + ");")
-        .with("SET TIMEZONE TO 'MST'")
-        .withReplicationSlot()
-        .withPublicationForAllTables();
-    return testdb.getDatabase();
-  }
-
-  @Override
-  protected JsonNode getConfig() throws Exception {
-    return testdb.integrationTestConfigBuilder()
-        .withSchemas(SCHEMA_NAME)
-        .withoutSsl()
-        .withCdcReplication()
-        .build();
-  }
-
-  @Override
-  protected void addMoneyTest() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("money")
-            .airbyteType(JsonSchemaType.NUMBER)
-            .addInsertValues(
-                "null",
-                "'999.99'", "'1,001.01'", "'-1,000'",
-                "'$999.99'", "'$1001.01'", "'-$1,000'"
-            // max values for Money type: "-92233720368547758.08", "92233720368547758.07"
-            // Debezium has wrong parsing for values more than 999999999999999 and less than -999999999999999
-            // https://github.com/airbytehq/airbyte/issues/7338
-            /* "'-92233720368547758.08'", "'92233720368547758.07'" */)
-            .addExpectedValues(
-                null,
-                "999.99", "1001.01", "-1000.00",
-                "999.99", "1001.01", "-1000.00"
-            /* "-92233720368547758.08", "92233720368547758.07" */)
-            .build());
-  }
-
-  @Override
-  protected void addTimeWithTimeZoneTest() {
-    // time with time zone
-    for (final String fullSourceType : Set.of("timetz", "time with time zone")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType("timetz")
-              .fullSourceDataType(fullSourceType)
-              .airbyteType(JsonSchemaType.STRING_TIME_WITH_TIMEZONE)
-              .addInsertValues("null", "'13:00:01'", "'13:00:00+8'", "'13:00:03-8'", "'13:00:04Z'", "'13:00:05.012345Z+8'", "'13:00:06.00000Z-8'")
-              // A time value without time zone will use the time zone set on the database, which is Z-7,
-              // so 13:00:01 is returned as 13:00:01-07.
-              .addExpectedValues(null, "20:00:01Z", "05:00:00.000000Z", "21:00:03Z", "13:00:04Z", "21:00:05.012345Z",
-                  "05:00:06Z")
-              .build());
-    }
-  }
-
-  @Override
-  protected void addNumericValuesTest() {
-    addDataTypeTestData(
-        TestDataHolder.builder()
-            .sourceType("numeric")
-            .fullSourceDataType("NUMERIC(28,2)")
-            .airbyteType(JsonSchemaType.NUMBER)
-            .addInsertValues(
-                "'123'", "null", "'14525.22'")
-            // Postgres source does not support these special values yet
-            // https://github.com/airbytehq/airbyte/issues/8902
-            // "'infinity'", "'-infinity'", "'nan'"
-            .addExpectedValues("123", null, "14525.22")
-            .build());
-
-    // Blocked by https://github.com/airbytehq/airbyte/issues/8902
-    for (final String type : Set.of("numeric", "decimal")) {
-      addDataTypeTestData(
-          TestDataHolder.builder()
-              .sourceType(type)
-              .fullSourceDataType("NUMERIC(20,7)")
-              .airbyteType(JsonSchemaType.NUMBER)
-              .addInsertValues(
-                  "'123'", "null", "'1234567890.1234567'")
-              // Postgres source does not support these special values yet
-              // https://github.com/airbytehq/airbyte/issues/8902
-              // "'infinity'", "'-infinity'", "'nan'"
-              .addExpectedValues("123", null, "1.2345678901234567E9")
-              .build());
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CloudDeploymentPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CloudDeploymentPostgresSourceAcceptanceTest.java
deleted file mode 100644
index 876b02a5e80b..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/CloudDeploymentPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,124 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.base.adaptive.AdaptiveSourceRunner;
-import io.airbyte.cdk.integrations.base.ssh.SshHelpers;
-import io.airbyte.cdk.integrations.standardtest.source.SourceAcceptanceTest;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.commons.features.FeatureFlags;
-import io.airbyte.commons.features.FeatureFlagsWrapper;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.resources.MoreResources;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.ConnectorSpecification;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Optional;
-
-public class CloudDeploymentPostgresSourceAcceptanceTest extends SourceAcceptanceTest {
-
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME2 = "starships";
-  private static final String SCHEMA_NAME = "public";
-
-  private PostgresTestDatabase testdb;
-
-  protected static final String PASSWORD = "Passw0rd";
-
-  @Override
-  protected FeatureFlags featureFlags() {
-    return FeatureFlagsWrapper.overridingDeploymentMode(
-        super.featureFlags(),
-        AdaptiveSourceRunner.CLOUD_MODE);
-  }
-
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CERT);
-    testdb.query(ctx -> {
-      ctx.fetch("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');");
-      ctx.fetch("CREATE TABLE starships(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');");
-      return null;
-    });
-  }
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) {
-    testdb.close();
-  }
-
-  @Override
-  protected String getImageName() {
-    return "airbyte/source-postgres:dev";
-  }
-
-  @Override
-  protected ConnectorSpecification getSpec() throws Exception {
-    return SshHelpers.injectSshIntoSpec(
-        Jsons.deserialize(MoreResources.readResource("expected_cloud_deployment_spec.json"), ConnectorSpecification.class),
-        Optional.of("security"));
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    final var certs = testdb.getCertificates();
-    return testdb.integrationTestConfigBuilder()
-        .withStandardReplication()
-        .withSsl(ImmutableMap.builder()
-            .put("mode", "verify-ca")
-            .put("ca_certificate", certs.caCertificate())
-            .put("client_certificate", certs.clientCertificate())
-            .put("client_key", certs.clientKey())
-            .put("client_key_password", PASSWORD)
-            .build())
-        .build();
-  }
-
-  @Override
-  protected ConfiguredAirbyteCatalog getConfiguredCatalog() {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id"))))));
-  }
-
-  @Override
-  protected JsonNode getState() {
-    return Jsons.jsonNode(new HashMap<>());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceAcceptanceLegacyCtidTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceAcceptanceLegacyCtidTest.java
deleted file mode 100644
index 6571a91e2f53..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceAcceptanceLegacyCtidTest.java
+++ /dev/null
@@ -1,16 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-
-public class PostgresSourceAcceptanceLegacyCtidTest extends PostgresSourceAcceptanceTest {
-
-  @Override
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_12;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceAcceptanceTest.java
deleted file mode 100644
index 734eb57646bd..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,196 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.db.Database;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.sql.SQLException;
-import java.util.HashMap;
-import java.util.List;
-import org.junit.jupiter.api.Test;
-
-public class PostgresSourceAcceptanceTest extends AbstractPostgresSourceAcceptanceTest {
-
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME2 = "starships";
-  private static final String STREAM_NAME_MATERIALIZED_VIEW = "testview";
-  private static final String SCHEMA_NAME = "public";
-  public static final String LIMIT_PERMISSION_SCHEMA = "limit_perm_schema";
-  static public final String LIMIT_PERMISSION_ROLE_PASSWORD = "test";
-
-  private PostgresTestDatabase testdb;
-  private JsonNode config;
-
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(getServerImage());
-    config = getConfig(testdb.getUserName(), testdb.getPassword(), "public");
-    testdb.query(ctx -> {
-      ctx.fetch("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');");
-      ctx.fetch("CREATE TABLE starships(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');");
-      ctx.fetch("CREATE MATERIALIZED VIEW testview AS select * from id_and_name where id = '2';");
-      return null;
-    });
-  }
-
-  private String getLimitPermissionRoleName() {
-    return testdb.withNamespace("limit_perm_role");
-  }
-
-  private JsonNode getConfig(final String username, final String password, String... schemas) {
-    return testdb.configBuilder()
-        .withResolvedHostAndPort()
-        .withDatabase()
-        .with(JdbcUtils.USERNAME_KEY, username)
-        .with(JdbcUtils.PASSWORD_KEY, password)
-        .withSchemas(schemas)
-        .withoutSsl()
-        .withStandardReplication()
-        .build();
-  }
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) {
-    testdb.close();
-  }
-
-  @Override
-  protected JsonNode getConfig() {
-    return config;
-  }
-
-  @Override
-  protected ConfiguredAirbyteCatalog getConfiguredCatalog() {
-    return getCommonConfigCatalog();
-  }
-
-  @Override
-  protected JsonNode getState() {
-    return Jsons.jsonNode(new HashMap<>());
-  }
-
-  @Test
-  public void testFullRefreshWithRevokingSchemaPermissions() throws Exception {
-    prepareEnvForUserWithoutPermissions(testdb.getDatabase());
-
-    config = getConfig(getLimitPermissionRoleName(), LIMIT_PERMISSION_ROLE_PASSWORD, LIMIT_PERMISSION_SCHEMA);
-    final ConfiguredAirbyteCatalog configuredCatalog = getLimitPermissionConfiguredCatalog();
-
-    final List<AirbyteRecordMessage> fullRefreshRecords = filterRecords(runRead(configuredCatalog));
-    final String assertionMessage = "Expected records after full refresh sync for user with schema permission";
-    assertFalse(fullRefreshRecords.isEmpty(), assertionMessage);
-
-    revokeSchemaPermissions(testdb.getDatabase());
-
-    final List<AirbyteRecordMessage> lessPermFullRefreshRecords = filterRecords(runRead(configuredCatalog));
-    final String assertionMessageWithoutPermission = "Expected no records after full refresh sync for user without schema permission";
-    assertTrue(lessPermFullRefreshRecords.isEmpty(), assertionMessageWithoutPermission);
-
-  }
-
-  @Test
-  public void testDiscoverWithRevokingSchemaPermissions() throws Exception {
-    prepareEnvForUserWithoutPermissions(testdb.getDatabase());
-    revokeSchemaPermissions(testdb.getDatabase());
-    config = getConfig(getLimitPermissionRoleName(), LIMIT_PERMISSION_ROLE_PASSWORD, LIMIT_PERMISSION_SCHEMA);
-
-    runDiscover();
-    final AirbyteCatalog lastPersistedCatalogSecond = getLastPersistedCatalog();
-    final String assertionMessageWithoutPermission = "Expected no streams after discover for user without schema permissions";
-    assertTrue(lastPersistedCatalogSecond.getStreams().isEmpty(), assertionMessageWithoutPermission);
-  }
-
-  private void revokeSchemaPermissions(final Database database) throws SQLException {
-    database.query(ctx -> {
-      ctx.fetch(String.format("REVOKE USAGE ON schema %s FROM %s;", LIMIT_PERMISSION_SCHEMA, getLimitPermissionRoleName()));
-      return null;
-    });
-  }
-
-  private void prepareEnvForUserWithoutPermissions(final Database database) throws SQLException {
-    database.query(ctx -> {
-      ctx.fetch(String.format("CREATE ROLE %s WITH LOGIN PASSWORD '%s';", getLimitPermissionRoleName(), LIMIT_PERMISSION_ROLE_PASSWORD));
-      ctx.fetch(String.format("CREATE SCHEMA %s;", LIMIT_PERMISSION_SCHEMA));
-      ctx.fetch(String.format("GRANT CONNECT ON DATABASE %s TO %s;", testdb.getDatabaseName(), getLimitPermissionRoleName()));
-      ctx.fetch(String.format("GRANT USAGE ON schema %s TO %s;", LIMIT_PERMISSION_SCHEMA, getLimitPermissionRoleName()));
-      ctx.fetch(String.format("CREATE TABLE %s.id_and_name(id INTEGER, name VARCHAR(200));", LIMIT_PERMISSION_SCHEMA));
-      ctx.fetch(String.format("INSERT INTO %s.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');", LIMIT_PERMISSION_SCHEMA));
-      ctx.fetch(String.format("GRANT SELECT ON table %s.id_and_name TO %s;", LIMIT_PERMISSION_SCHEMA, getLimitPermissionRoleName()));
-      return null;
-    });
-  }
-
-  private ConfiguredAirbyteCatalog getCommonConfigCatalog() {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME_MATERIALIZED_VIEW, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-                .withSourceDefinedPrimaryKey(List.of(List.of("id"))))));
-  }
-
-  private ConfiguredAirbyteCatalog getLimitPermissionConfiguredCatalog() {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withCursorField(Lists.newArrayList("id"))
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                "id_and_name", LIMIT_PERMISSION_SCHEMA,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL)))));
-  }
-
-  protected BaseImage getServerImage() {
-    return BaseImage.POSTGRES_16;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceDatatypeTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceDatatypeTest.java
deleted file mode 100644
index 70d2c09f5568..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceDatatypeTest.java
+++ /dev/null
@@ -1,43 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.Database;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import java.sql.SQLException;
-
-public class PostgresSourceDatatypeTest extends AbstractPostgresSourceDatatypeTest {
-
-  @Override
-  protected Database setupDatabase() throws SQLException {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CONF)
-        .with("CREATE SCHEMA %S;", SCHEMA_NAME)
-        .with("CREATE TYPE mood AS ENUM ('sad', 'ok', 'happy');")
-        .with("CREATE TYPE inventory_item AS (name text, supplier_id integer, price numeric);")
-        // In one of the test case, we have some money values with currency symbol. Postgres can only
-        // understand those money values if the symbol corresponds to the monetary locale setting. For
-        // example,
-        // if the locale is 'en_GB', '£100' is valid, but '$100' is not. So setting the monetary locate is
-        // necessary here to make sure the unit test can pass, no matter what the locale the runner VM has.
-        .with("SET lc_monetary TO 'en_US.utf8';")
-        // Set up a fixed timezone here so that timetz and timestamptz always have the same time zone
-        // wherever the tests are running on.
-        .with("SET TIMEZONE TO 'MST'")
-        .with("CREATE EXTENSION hstore;");
-    return testdb.getDatabase();
-  }
-
-  @Override
-  protected JsonNode getConfig() throws Exception {
-    return testdb.integrationTestConfigBuilder()
-        .withoutSsl()
-        .withStandardReplication()
-        .build();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceSSLCaCertificateAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceSSLCaCertificateAcceptanceTest.java
deleted file mode 100644
index 79c6830a480f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceSSLCaCertificateAcceptanceTest.java
+++ /dev/null
@@ -1,21 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.google.common.collect.ImmutableMap;
-import java.util.Map;
-
-public class PostgresSourceSSLCaCertificateAcceptanceTest extends AbstractPostgresSourceSSLCertificateAcceptanceTest {
-
-  @Override
-  public Map<Object, Object> getCertificateConfiguration() {
-    return ImmutableMap.builder()
-        .put("mode", "verify-ca")
-        .put("ca_certificate", testdb.getCertificates().caCertificate())
-        .put("client_key_password", PASSWORD)
-        .build();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceSSLFullCertificateAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceSSLFullCertificateAcceptanceTest.java
deleted file mode 100644
index 96ce019552d1..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/PostgresSourceSSLFullCertificateAcceptanceTest.java
+++ /dev/null
@@ -1,23 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.google.common.collect.ImmutableMap;
-import java.util.Map;
-
-public class PostgresSourceSSLFullCertificateAcceptanceTest extends AbstractPostgresSourceSSLCertificateAcceptanceTest {
-
-  @Override
-  public Map<Object, Object> getCertificateConfiguration() {
-    return ImmutableMap.builder()
-        .put("mode", "verify-ca")
-        .put("ca_certificate", testdb.getCertificates().caCertificate())
-        .put("client_certificate", testdb.getCertificates().clientCertificate())
-        .put("client_key", testdb.getCertificates().clientKey())
-        .put("client_key_password", PASSWORD)
-        .build();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/SshKeyPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/SshKeyPostgresSourceAcceptanceTest.java
deleted file mode 100644
index 32910f5d55dc..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/SshKeyPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,16 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import io.airbyte.cdk.integrations.base.ssh.SshTunnel;
-
-public class SshKeyPostgresSourceAcceptanceTest extends AbstractSshPostgresSourceAcceptanceTest {
-
-  @Override
-  public SshTunnel.TunnelMethod getTunnelMethod() {
-    return SshTunnel.TunnelMethod.SSH_KEY_AUTH;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/SshPasswordPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/SshPasswordPostgresSourceAcceptanceTest.java
deleted file mode 100644
index 202fb9d7210e..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/SshPasswordPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,16 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import io.airbyte.cdk.integrations.base.ssh.SshTunnel;
-
-public class SshPasswordPostgresSourceAcceptanceTest extends AbstractSshPostgresSourceAcceptanceTest {
-
-  @Override
-  public SshTunnel.TunnelMethod getTunnelMethod() {
-    return SshTunnel.TunnelMethod.SSH_PASSWORD_AUTH;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/XminPostgresSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/XminPostgresSourceAcceptanceTest.java
deleted file mode 100644
index bacb3da92891..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/java/io/airbyte/integrations/io/airbyte/integration_tests/sources/XminPostgresSourceAcceptanceTest.java
+++ /dev/null
@@ -1,96 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.io.airbyte.integration_tests.sources;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.standardtest.source.TestDestinationEnv;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.HashMap;
-import java.util.List;
-
-public class XminPostgresSourceAcceptanceTest extends AbstractPostgresSourceAcceptanceTest {
-
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME2 = "starships";
-  private static final String STREAM_NAME_MATERIALIZED_VIEW = "testview";
-  private static final String SCHEMA_NAME = "public";
-
-  private PostgresTestDatabase testdb;
-
-  @Override
-  protected JsonNode getConfig() throws Exception {
-    return testdb.integrationTestConfigBuilder()
-        .withSchemas("public")
-        .withoutSsl()
-        .withXminReplication()
-        .build();
-  }
-
-  @Override
-  protected void setupEnvironment(final TestDestinationEnv environment) throws Exception {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_12)
-        .with("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));")
-        .with("INSERT INTO id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');")
-        .with("CREATE TABLE starships(id INTEGER, name VARCHAR(200));")
-        .with("INSERT INTO starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');")
-        .with("CREATE MATERIALIZED VIEW testview AS select * from id_and_name where id = '2';");
-  }
-
-  @Override
-  protected void tearDown(final TestDestinationEnv testEnv) throws Exception {
-    testdb.close();
-  }
-
-  @Override
-  protected ConfiguredAirbyteCatalog getConfiguredCatalog() throws Exception {
-    return new ConfiguredAirbyteCatalog().withStreams(Lists.newArrayList(
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.INCREMENTAL))
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME2, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.INCREMENTAL))
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id")))),
-        new ConfiguredAirbyteStream()
-            .withSyncMode(SyncMode.INCREMENTAL)
-            .withDestinationSyncMode(DestinationSyncMode.APPEND)
-            .withStream(CatalogHelpers.createAirbyteStream(
-                STREAM_NAME_MATERIALIZED_VIEW, SCHEMA_NAME,
-                Field.of("id", JsonSchemaType.NUMBER),
-                Field.of("name", JsonSchemaType.STRING))
-                .withSupportedSyncModes(Lists.newArrayList(SyncMode.INCREMENTAL))
-                .withSourceDefinedCursor(true)
-                .withSourceDefinedPrimaryKey(List.of(List.of("id"))))));
-  }
-
-  @Override
-  protected JsonNode getState() throws Exception {
-    return Jsons.jsonNode(new HashMap<>());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..25883bdf582a
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceAcceptanceTest.kt
@@ -0,0 +1,19 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import io.airbyte.cdk.test.fixtures.legacy.SourceAcceptanceTest
+import io.airbyte.cdk.test.fixtures.legacy.SshHelpers
+import io.airbyte.protocol.models.v0.ConnectorSpecification
+import java.util.Optional
+
+abstract class AbstractPostgresSourceAcceptanceTest : SourceAcceptanceTest() {
+    override val imageName: String
+        get() = "airbyte/source-postgres:dev"
+
+    @get:Throws(Exception::class)
+    override val spec: ConnectorSpecification
+        get() = SshHelpers.getSpecAndInjectSsh(Optional.empty())
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceDatatypeTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceDatatypeTest.kt
new file mode 100644
index 000000000000..b9688a6e1f16
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceDatatypeTest.kt
@@ -0,0 +1,1317 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import io.airbyte.cdk.test.fixtures.legacy.AbstractSourceDatabaseTypeTest
+import io.airbyte.cdk.test.fixtures.legacy.TestDataHolder
+import io.airbyte.cdk.test.fixtures.legacy.TestDestinationEnv
+import io.airbyte.protocol.models.JsonSchemaPrimitiveUtil
+import io.airbyte.protocol.models.JsonSchemaType
+import java.util.Locale
+
+abstract class AbstractPostgresSourceDatatypeTest : AbstractSourceDatabaseTypeTest() {
+    protected lateinit var testdb: PostgresTestDatabase
+
+    override val imageName: String
+        get() = "airbyte/source-postgres:dev"
+
+    override fun tearDown(testEnv: TestDestinationEnv?) {
+        testdb.close()
+    }
+
+    public override fun testCatalog(): Boolean {
+        return true
+    }
+
+    // Test cases are sorted alphabetically based on the source type
+    // See https://www.postgresql.org/docs/14/datatype.html
+    override fun initTests() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bigint")
+                .airbyteType(JsonSchemaType.INTEGER)
+                .addInsertValues("-9223372036854775808", "9223372036854775807", "0", "null")
+                .addExpectedValues("-9223372036854775808", "9223372036854775807", "0", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bigserial")
+                .airbyteType(JsonSchemaType.INTEGER)
+                .addInsertValues("1", "9223372036854775807", "0", "-9223372036854775808")
+                .addExpectedValues("1", "9223372036854775807", "0", "-9223372036854775808")
+                .build(),
+        )
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bit")
+                .fullSourceDataType("BIT(1)")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("B'0'")
+                .addExpectedValues("0")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bit")
+                .fullSourceDataType("BIT(3)")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("B'101'")
+                .addExpectedValues("101")
+                .build(),
+        )
+
+        for (type in mutableSetOf<String?>("bit varying", "varbit")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("bit_varying")
+                    .fullSourceDataType("BIT VARYING(5)")
+                    .airbyteType(JsonSchemaType.STRING)
+                    .addInsertValues("B'101'", "null")
+                    .addExpectedValues("101", null)
+                    .build(),
+            )
+        }
+
+        for (type in mutableSetOf<String?>("boolean", "bool")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.BOOLEAN)
+                    .addInsertValues("true", "'yes'", "'1'", "false", "'no'", "'0'", "null")
+                    .addExpectedValues("true", "true", "true", "false", "false", "false", null)
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("box")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'", "null")
+                .addExpectedValues("(15.0,18.0),(3.0,7.0)", "(0.0,0.0),(0.0,0.0)", null)
+                .build(),
+        )
+
+        // bytea stores variable length binary string
+        // https://www.postgresql.org/docs/14/datatype-binary.html
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bytea")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("null", "decode('1234', 'hex')", "'1234'", "'abcd'", "'\\xabcd'")
+                .addExpectedValues(null, "\\x1234", "\\x31323334", "\\x61626364", "\\xabcd")
+                .build(),
+        )
+
+        for (type in mutableSetOf<String?>("character", "char")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.STRING)
+                    .addInsertValues("'a'", "'*'", "null")
+                    .addExpectedValues("a", "*", null)
+                    .build(),
+            )
+
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .fullSourceDataType(type + "(8)")
+                    .airbyteType(JsonSchemaType.STRING)
+                    .addInsertValues("'{asb123}'", "'{asb12}'")
+                    .addExpectedValues("{asb123}", "{asb12} ")
+                    .build(),
+            )
+        }
+
+        for (type in mutableSetOf<String?>("varchar", "text")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.STRING)
+                    .addInsertValues(
+                        "'a'",
+                        "'abc'",
+                        "'Миші йдуть на південь, не питай чому;'",
+                        "'櫻花分店'",
+                        "''",
+                        "null",
+                        "'\\xF0\\x9F\\x9A\\x80'",
+                    )
+                    .addExpectedValues(
+                        "a",
+                        "abc",
+                        "Миші йдуть на південь, не питай чому;",
+                        "櫻花分店",
+                        "",
+                        null,
+                        "\\xF0\\x9F\\x9A\\x80",
+                    )
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("varchar")
+                .fullSourceDataType("character varying(10)")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'{asb123}'", "'{asb12}'")
+                .addExpectedValues("{asb123}", "{asb12}")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("cidr")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues(
+                    "null",
+                    "'192.168.100.128/25'",
+                    "'192.168/24'",
+                    "'192.168.1'",
+                    "'128.1'",
+                    "'2001:4f8:3:ba::/64'",
+                )
+                .addExpectedValues(
+                    null,
+                    "192.168.100.128/25",
+                    "192.168.0.0/24",
+                    "192.168.1.0/24",
+                    "128.1.0.0/16",
+                    "2001:4f8:3:ba::/64",
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("circle")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'(5,7),10'", "'(0,0),0'", "'(-10,-4),10'", "null")
+                .addExpectedValues(
+                    "<(5.0,7.0),10.0>",
+                    "<(0.0,0.0),0.0>",
+                    "<(-10.0,-4.0),10.0>",
+                    null,
+                )
+                .build(),
+        )
+
+        // Debezium does not handle era indicators (AD nd BC)
+        // https://github.com/airbytehq/airbyte/issues/14590
+        for (type in mutableSetOf<String?>("date", "date not null default now()")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("date")
+                    .fullSourceDataType(type)
+                    .airbyteType(JsonSchemaType.STRING_DATE)
+                    .addInsertValues(
+                        "'1999-01-08'",
+                        "'1991-02-10 BC'",
+                        "'2022/11/12'",
+                        "'1987.12.01'",
+                        /*"'-InFinITy'",
+                        "'InFinITy'",*/
+                        )
+                    .addExpectedValues(
+                        "1999-01-08",
+                        "1991-02-10 BC",
+                        "2022-11-12",
+                        "1987-12-01",
+                        /*"-Infinity",
+                        "Infinity",*/
+                        )
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("date")
+                .airbyteType(JsonSchemaType.STRING_DATE)
+                .addInsertValues("null")
+                .addExpectedValues(null as String?)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("inet")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'198.24.10.0/24'", "'198.24.10.0'", "'198.10/8'", "null")
+                .addExpectedValues("198.24.10.0/24", "198.24.10.0", "198.10.0.0/8", null)
+                .build(),
+        )
+
+        for (type in mutableSetOf<String?>("integer", "int", "int4")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.INTEGER)
+                    .addInsertValues("null", "1001", "-2147483648", "2147483647")
+                    .addExpectedValues(null, "1001", "-2147483648", "2147483647")
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("interval")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("null", "'P1Y2M3DT4H5M6S'", "'-178000000'", "'178000000'")
+                .addExpectedValues(
+                    null,
+                    "1 year 2 mons 3 days 04:05:06",
+                    "-49444:26:40",
+                    "49444:26:40",
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("json")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("null", "'{\"a\": 10, \"b\": 15}'")
+                .addExpectedValues(null, "{\"a\": 10, \"b\": 15}")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("jsonb")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("null", "'[1, 2, 3]'::jsonb")
+                .addExpectedValues(null, "[1, 2, 3]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("line")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'{4,5,6}'", "'{0,1,0}'", "null")
+                .addExpectedValues("{4.0,5.0,6.0}", "{0.0,1.0,0.0}", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("lseg")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'", "null")
+                .addExpectedValues("[(3.0,7.0),(15.0,18.0)]", "[(0.0,0.0),(0.0,0.0)]", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("macaddr")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues(
+                    "null",
+                    "'08:00:2b:01:02:03'",
+                    "'08-00-2b-01-02-04'",
+                    "'08002b:010205'",
+                )
+                .addExpectedValues(
+                    null,
+                    "08:00:2b:01:02:03",
+                    "08:00:2b:01:02:04",
+                    "08:00:2b:01:02:05",
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("macaddr8")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues(
+                    "null",
+                    "'08:00:2b:01:02:03:04:05'",
+                    "'08-00-2b-01-02-03-04-06'",
+                    "'08002b:0102030407'",
+                )
+                .addExpectedValues(
+                    null,
+                    "08:00:2b:01:02:03:04:05",
+                    "08:00:2b:01:02:03:04:06",
+                    "08:00:2b:01:02:03:04:07",
+                )
+                .build(),
+        )
+
+        /*
+         * Verify NUMERIC/DECIMAL Datatypes has - the default precision of 131089 (See PostgresConverter) -
+         * unspecified scale - any decimal value is preserved
+         */
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("numeric")
+                .fullSourceDataType("NUMERIC")
+                .airbyteType(JsonSchemaType.NUMBER)
+                .addInsertValues("'33'")
+                .addExpectedValues("33")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("numeric")
+                .fullSourceDataType("NUMERIC")
+                .airbyteType(JsonSchemaType.NUMBER)
+                .addInsertValues("'33.345'")
+                .addExpectedValues("33.345")
+                .build(),
+        )
+
+        // Verify that large integers are not deserialized into scientific notation
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("numeric")
+                .airbyteType(JsonSchemaType.INTEGER)
+                .fullSourceDataType("NUMERIC(38)")
+                .addInsertValues("'70000'", "'853245'", "'900000000'")
+                .addExpectedValues("70000", "853245", "900000000")
+                .build(),
+        )
+
+        // case of a column type being a NUMERIC data type
+        // with precision but no decimal
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("numeric")
+                .fullSourceDataType("NUMERIC(38,0)")
+                .airbyteType(JsonSchemaType.INTEGER)
+                .addInsertValues("'33'", "'123'")
+                .addExpectedValues("33", "123")
+                .build(),
+        )
+
+        for (type in mutableSetOf<String?>("double precision", "float", "float8")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.NUMBER)
+                    .addInsertValues(
+                        "'123'",
+                        "'1234567890.1234567'",
+                        "null",
+                    ) // Postgres source does not support these special values yet
+                    // https://github.com/airbytehq/airbyte/issues/8902
+                    // "'-Infinity'", "'Infinity'", "'NaN'", "null")
+                    .addExpectedValues(
+                        "123.0",
+                        "1.2345678901234567E9",
+                        null,
+                    ) // "-Infinity", "Infinity", "NaN", null)
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("path")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'((3,7),(15,18))'", "'((0,0),(0,0))'", "null")
+                .addExpectedValues("((3.0,7.0),(15.0,18.0))", "((0.0,0.0),(0.0,0.0))", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("pg_lsn")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'7/A25801C8'::pg_lsn", "'0/0'::pg_lsn", "null")
+                .addExpectedValues("7/A25801C8", "0/0", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("point")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'(3,7)'", "'(0,0)'", "'(999999999999999999999999,0)'", "null")
+                .addExpectedValues("(3.0,7.0)", "(0.0,0.0)", "(1.0E24,0.0)", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("polygon")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues(
+                    "'((3,7),(15,18))'",
+                    "'((0,0),(0,0))'",
+                    "'((0,0),(999999999999999999999999,0))'",
+                    "null",
+                )
+                .addExpectedValues(
+                    "((3.0,7.0),(15.0,18.0))",
+                    "((0.0,0.0),(0.0,0.0))",
+                    "((0.0,0.0),(1.0E24,0.0))",
+                    null,
+                )
+                .build(),
+        )
+
+        for (type in mutableSetOf<String?>("real", "float4")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.NUMBER)
+                    .addInsertValues("null", "3.4145")
+                    .addExpectedValues(null, "3.4145")
+                    .build(),
+            )
+        }
+
+        for (type in mutableSetOf<String?>("smallint", "int2")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.INTEGER)
+                    .addInsertValues("null", "-32768", "32767")
+                    .addExpectedValues(null, "-32768", "32767")
+                    .build(),
+            )
+        }
+
+        for (type in mutableSetOf<String?>("smallserial", "serial2")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.INTEGER)
+                    .addInsertValues("1", "32767", "0", "-32767")
+                    .addExpectedValues("1", "32767", "0", "-32767")
+                    .build(),
+            )
+        }
+
+        for (type in mutableSetOf<String?>("serial", "serial4")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .airbyteType(JsonSchemaType.INTEGER)
+                    .addInsertValues("1", "2147483647", "0", "-2147483647")
+                    .addExpectedValues("1", "2147483647", "0", "-2147483647")
+                    .build(),
+            )
+        }
+
+        // time without time zone
+        for (fullSourceType in
+            mutableSetOf<String?>(
+                "time",
+                "time without time zone",
+                "time without time zone not null default now()",
+            )) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("time")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(
+                        JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE
+                    ) // time column will ignore time zone
+                    .addInsertValues(
+                        "'13:00:01.010'",
+                        "'13:00:02.000001+8'",
+                        "'13:00:03-8'",
+                        "'13:00:04Z'",
+                        "'13:00:05.01234Z+8'",
+                        "'13:00:00Z-8'",
+                        "'24:00:00'",
+                    )
+                    .addExpectedValues(
+                        "13:00:01.010",
+                        "13:00:02.000001",
+                        "13:00:03",
+                        "13:00:04",
+                        "13:00:05.012340",
+                        "13:00:00.000000",
+                        "23:59:59.999999999",
+                    )
+                    .build(),
+            )
+        }
+
+        // time without time zone
+        for (fullSourceType in mutableSetOf<String?>("time", "time without time zone")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("time")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(
+                        JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE
+                    ) // time column will ignore time zone
+                    .addInsertValues("null")
+                    .addExpectedValues(null as String?)
+                    .build(),
+            )
+        }
+
+        // timestamp without time zone
+        for (fullSourceType in
+            mutableSetOf<String?>(
+                "timestamp",
+                "timestamp without time zone",
+                "timestamp without time zone default now()",
+            )) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("timestamp")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE)
+                    .addInsertValues(
+                        "TIMESTAMP '2004-10-19 10:23:00'",
+                        "TIMESTAMP '2004-10-19 10:23:54.123456'", // A random BCE date. Old enough
+                        // that converting it to/from an
+                        // Instant results in
+                        // discrepancies from
+                        // inconsistent leap year handling
+                        "TIMESTAMP '3004-10-19 10:23:54.123456 BC'", // The earliest possible
+                        // timestamp in CE
+                        "TIMESTAMP '0001-01-01 00:00:00.000000'", // The last possible timestamp in
+                        // BCE
+                        "TIMESTAMP '0001-12-31 23:59:59.999999 BC'",
+                        "'epoch'",
+                        /*"'-InFinITy'", "'InFinITy'",*/
+                        )
+                    .addExpectedValues(
+                        "2004-10-19T10:23:00.000000",
+                        "2004-10-19T10:23:54.123456",
+                        "3004-10-19T10:23:54.123456 BC",
+                        "0001-01-01T00:00:00.000000",
+                        "0001-12-31T23:59:59.999999 BC",
+                        "1970-01-01T00:00:00.000000",
+                        /*"-Infinity", "Infinity",*/
+                        )
+                    .build(),
+            )
+        }
+
+        // timestamp without time zone
+        for (fullSourceType in mutableSetOf<String?>("timestamp", "timestamp without time zone")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("timestamp")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE)
+                    .addInsertValues("null")
+                    .addExpectedValues(null as String?)
+                    .build(),
+            )
+        }
+
+        // timestamp with time zone
+        for (fullSourceType in mutableSetOf<String?>("timestamptz", "timestamp with time zone")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("timestamptz")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE)
+                    .addInsertValues(
+                        // 10:23-08 == 18:23Z
+                        "TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:00-08'",
+                        "TIMESTAMP WITH TIME ZONE '2004-10-19 10:23:54.123456-08'", // A random BCE
+                        // date. Old enough that converting it to/from an Instant
+                        // results in discrepancies from inconsistent leap year handling
+                        "TIMESTAMP WITH TIME ZONE '3004-10-19 10:23:54.123456-08 BC'", // The
+                        // earliest possible timestamp in CE (16:00-08 == 00:00Z)
+                        "TIMESTAMP WITH TIME ZONE '0001-12-31 16:00:00.000000-08 BC'", // The last
+                        // possible timestamp in BCE (15:59-08 == 23:59Z)
+                        "TIMESTAMP WITH TIME ZONE '0001-12-31 15:59:59.999999-08 BC'",
+                        "null", /*"'-InFinITy'", "'InFinITy'",*/
+                    )
+                    .addExpectedValues(
+                        "2004-10-19T18:23:00.000000Z",
+                        "2004-10-19T18:23:54.123456Z",
+                        "3004-10-19T18:23:54.123456Z BC",
+                        "0001-01-01T00:00:00.000000Z",
+                        "0001-12-31T23:59:59.999999Z BC",
+                        null, /*"-Infinity", "Infinity",*/
+                    )
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("tsquery")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("null", "'fat & (rat | cat)'::tsquery", "'fat:ab & cat'::tsquery")
+                .addExpectedValues(null, "'fat' & ( 'rat' | 'cat' )", "'fat':AB & 'cat'")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("tsvector")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("to_tsvector('The quick brown fox jumped over the lazy dog.')")
+                .addExpectedValues(
+                    "'brown':3 'dog':9 'fox':4 'jumped':5 'lazy':8 'over':6 'quick':2 'the':1,7"
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("uuid")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11'", "null")
+                .addExpectedValues("a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11", null)
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("xml")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues(
+                    "XMLPARSE (DOCUMENT '<?xml version=\"1.0\"?><book><title>Manual</title><chapter>...</chapter></book>')",
+                    "null",
+                    "''",
+                )
+                .addExpectedValues(
+                    "<book><title>Manual</title><chapter>...</chapter></book>",
+                    null,
+                    "",
+                )
+                .build(),
+        )
+
+        // enum type
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("mood")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'happy'", "null")
+                .addExpectedValues("happy", null)
+                .build(),
+        )
+
+        // range
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("tsrange")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("'(2010-01-01 14:30, 2010-01-01 15:30)'", "null")
+                .addExpectedValues("(\"2010-01-01 14:30:00\",\"2010-01-01 15:30:00\")", null)
+                .build(),
+        )
+
+        // composite type
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("inventory_item")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues("ROW('fuzzy dice', 42, 1.99)", "null")
+                .addExpectedValues("(\"fuzzy dice\",42,1.99)", null)
+                .build(),
+        )
+
+        addHstoreTest()
+        addTimeWithTimeZoneTest()
+        addArraysTestData()
+        addMoneyTest()
+        addNumericValuesTest()
+    }
+
+    protected open fun addHstoreTest() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("hstore")
+                .airbyteType(JsonSchemaType.STRING)
+                .addInsertValues(
+                    """
+                             '"paperback" => "243","publisher" => "postgresqltutorial.com",
+                             "language"  => "English","ISBN-13" => "978-1449370000",
+                             "weight"    => "11.2 ounces"'
+                             
+                             """.trimIndent(),
+                )
+                .addExpectedValues(
+                    """
+                {"ISBN-13":"978-1449370000","weight":"11.2 ounces","paperback":"243","publisher":"postgresqltutorial.com","language":"English"}
+                """.trimIndent(),
+                )
+                .build(),
+        )
+    }
+
+    protected open fun addMoneyTest() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("money")
+                .airbyteType(JsonSchemaType.NUMBER)
+                .addInsertValues(
+                    "null",
+                    "'999.99'",
+                    "'1,001.01'",
+                    "'-1,000'",
+                    "'$999.99'",
+                    "'$1001.01'",
+                    "'-$1,000'", // max values for Money type: "-92233720368547758.08",
+                    // "92233720368547758.07"
+                    // Debezium has wrong parsing for values more than 999999999999999 and less than
+                    // -999999999999999
+                    // https://github.com/airbytehq/airbyte/issues/7338
+                    /* "'-92233720368547758.08'", "'92233720368547758.07'" */
+                    )
+                .addExpectedValues(
+                    null, // Double#toString method is necessary here because sometimes the output
+                    // has unexpected decimals, e.g. Double.toString(-1000) is -1000.0
+                    "999.99",
+                    "1001.01",
+                    (-1000.0).toString(),
+                    "999.99",
+                    "1001.01",
+                    (-1000.0).toString(), /* "-92233720368547758.08", "92233720368547758.07" */
+                )
+                .build(),
+        )
+    }
+
+    protected open fun addTimeWithTimeZoneTest() {
+        // time with time zone
+        for (fullSourceType in mutableSetOf<String?>("timetz", "time with time zone")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("timetz")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(JsonSchemaType.STRING_TIME_WITH_TIMEZONE)
+                    .addInsertValues(
+                        "null",
+                        "'13:00:01.123456'",
+                        "'13:00:01+8'",
+                        "'13:00:03-8'",
+                        "'13:00:04Z'",
+                        "'13:00:05.012345Z+8'",
+                        "'13:00:06.00000Z-8'",
+                    ) // A time value without time zone will use the time zone set on the database,
+                    // which is Z-7,
+                    // so 13:00:01 is returned as 13:00:01-07.
+                    .addExpectedValues(
+                        null,
+                        "13:00:01.123456-07:00",
+                        "13:00:01+08:00",
+                        "13:00:03-08:00",
+                        "13:00:04Z",
+                        "13:00:05.012345-08:00",
+                        "13:00:06+08:00",
+                    )
+                    .build(),
+            )
+        }
+    }
+
+    private fun addArraysTestData() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("int2_array")
+                .fullSourceDataType("INT2[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.INTEGER)
+                        .build(),
+                )
+                .addInsertValues("'{1,2,3}'", "'{4,5,6}'")
+                .addExpectedValues("[1,2,3]", "[4,5,6]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("int4_array")
+                .fullSourceDataType("INT4[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.INTEGER)
+                        .build(),
+                )
+                .addInsertValues("'{-2147483648,2147483646}'")
+                .addExpectedValues("[-2147483648,2147483646]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("int8_array")
+                .fullSourceDataType("INT8[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.INTEGER)
+                        .build(),
+                )
+                .addInsertValues("'{-9223372036854775808,9223372036854775801}'")
+                .addExpectedValues("[-9223372036854775808,9223372036854775801]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("oid_array")
+                .fullSourceDataType("OID[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{564182,234181}'")
+                .addExpectedValues("[564182,234181]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("varchar_array")
+                .fullSourceDataType("VARCHAR[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{lorem ipsum,dolor sit,amet}'")
+                .addExpectedValues("[\"lorem ipsum\",\"dolor sit\",\"amet\"]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("char_array")
+                .fullSourceDataType("CHAR(1)[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{l,d,a}'")
+                .addExpectedValues("[\"l\",\"d\",\"a\"]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bpchar_array")
+                .fullSourceDataType("BPCHAR(2)[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{l,d,a}'")
+                .addExpectedValues("[\"l \",\"d \",\"a \"]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("text_array")
+                .fullSourceDataType("TEXT[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues(
+                    "'{someeeeee loooooooooong teeeeext,vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext}'"
+                )
+                .addExpectedValues(
+                    "[\"someeeeee loooooooooong teeeeext\",\"vvvvvvveeeeeeeeeeeruyyyyyyyyy looooooooooooooooong teeeeeeeeeeeeeeext\"]"
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("name_array")
+                .fullSourceDataType("NAME[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{object,integer}'")
+                .addExpectedValues("[\"object\",\"integer\"]")
+                .build(),
+        )
+
+        for (type in mutableSetOf<String?>("numeric", "decimal")) {
+            /*
+             * Verify NUMERIC[]/DECIMAL[] Datatypes has - the default precision of 131089 (See
+             * PostgresConverter) - unspecified scale - any decimal value is preserved
+             */
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(String.format("%s_array", type))
+                    .fullSourceDataType(
+                        String.format(
+                            "%s[]",
+                            type!!.uppercase(Locale.getDefault()),
+                        ),
+                    )
+                    .airbyteType(
+                        JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                            .withItems(
+                                JsonSchemaType.builder(
+                                        JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                    )
+                                    .build(),
+                            )
+                            .build(),
+                    )
+                    .addInsertValues("'{131070.23,231072.476596593}'")
+                    .addExpectedValues("[131070.23,231072.476596593]")
+                    .build(),
+            )
+            /*
+             * Verify NUMERIC(`anyNumber`)[]/DECIMAL(`anyNumber`)[] Datatypes has default scale of 0 if the
+             * Precision is set
+             */
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(String.format("%s_array", type))
+                    .fullSourceDataType(
+                        String.format(
+                            "%s(20)[]",
+                            type.uppercase(Locale.getDefault()),
+                        ),
+                    )
+                    .airbyteType(
+                        JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                            .withItems(
+                                JsonSchemaType.builder(
+                                        JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                    )
+                                    .build(),
+                            )
+                            .build(),
+                    )
+                    .addInsertValues("'{131070,231072}'")
+                    .addExpectedValues("[131070,231072]")
+                    .build(),
+            )
+
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(String.format("%s_array", type))
+                    .fullSourceDataType(
+                        String.format(
+                            "%s(30,2)[]",
+                            type.uppercase(Locale.getDefault()),
+                        ),
+                    )
+                    .airbyteType(
+                        JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                            .withItems(
+                                JsonSchemaType.builder(
+                                        JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                    )
+                                    .build(),
+                            )
+                            .build(),
+                    ) // When a decimal scale is explicitly chosen, 2 in this case,
+                    // Postgres stores the rounded off value
+                    .addInsertValues("'{131070.23,231072.476596593}'")
+                    .addExpectedValues("[131070.23,231072.48]")
+                    .build(),
+            )
+        }
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("float4_array")
+                .fullSourceDataType("FLOAT4[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{131070.237689,231072.476596593}'")
+                .addExpectedValues("[131070.234,231072.48]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("float8_array")
+                .fullSourceDataType("FLOAT8[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{131070.237689,231072.476596593}'")
+                .addExpectedValues("[131070.237689,231072.476596593]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("jsonb_array")
+                .fullSourceDataType("JSONB[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("ARRAY['{\"foo\":\"bar\"}'::JSONB, NULL]")
+                .addExpectedValues("[\"{\\\"foo\\\": \\\"bar\\\"}\",null]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("money_array")
+                .fullSourceDataType("MONEY[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.NUMBER
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{$999.99,$1001.01,45000, $1.001,$800,22222.006, 1001.01}'")
+                .addExpectedValues("[999.99,1001.01,45000.0,1.0,800.0,22222.01,1001.01]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bool_array")
+                .fullSourceDataType("BOOL[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.BOOLEAN
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{true,yes,1,false,no,0,null}'")
+                .addExpectedValues("[true,true,true,false,false,false,null]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bit_array")
+                .fullSourceDataType("BIT[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.BOOLEAN
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues("'{null,1,0}'")
+                .addExpectedValues("[null,true,false]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("bytea_array")
+                .fullSourceDataType("BYTEA[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(
+                            JsonSchemaType.builder(
+                                    JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.STRING
+                                )
+                                .build(),
+                        )
+                        .build(),
+                )
+                .addInsertValues(
+                    "'{\\xA6697E974E6A320F454390BE03F74955E8978F1A6971EA6730542E37B66179BC,\\x4B52414B00000000000000000000000000000000000000000000000000000000}'",
+                )
+                .addExpectedValues(
+                    "[\"eEE2Njk3RTk3NEU2QTMyMEY0NTQzOTBCRTAzRjc0OTU1RTg5NzhGMUE2OTcxRUE2NzMwNTQyRTM3QjY2MTc5QkM=\",\"eDRCNTI0MTRCMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDAwMDA=\"]",
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("date_array")
+                .fullSourceDataType("DATE[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.STRING_DATE)
+                        .build(),
+                )
+                .addInsertValues("'{1999-01-08,1991-02-10 BC}'")
+                .addExpectedValues("[\"1999-01-08\",\"1991-02-10 BC\"]")
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("time_array")
+                .fullSourceDataType("TIME(6)[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.STRING_TIME_WITHOUT_TIMEZONE)
+                        .build(),
+                )
+                .addInsertValues(
+                    "'{13:00:01,13:00:02+8,13:00:03-8,13:00:04Z,13:00:05.000000+8,13:00:00Z-8}'"
+                )
+                .addExpectedValues(
+                    "[\"13:00:01\",\"13:00:02\",\"13:00:03\",\"13:00:04\",\"13:00:05\",\"13:00:00.000000\"]",
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("timetz_array")
+                .fullSourceDataType("TIMETZ[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.STRING_TIME_WITH_TIMEZONE)
+                        .build(),
+                )
+                .addInsertValues(
+                    "'{null,13:00:01,13:00:00+8,13:00:03-8,13:00:04Z,13:00:05.012345Z+8,13:00:06.00000Z-8,13:00}'"
+                )
+                .addExpectedValues(
+                    "[null,\"13:00:01-07:00\",\"13:00:00.000000+08:00\",\"13:00:03-08:00\",\"13:00:04Z\",\"13:00:05.012345-08:00\",\"13:00:06+08:00\",\"13:00:00.000000-07:00\"]",
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("timestamptz_array")
+                .fullSourceDataType("TIMESTAMPTZ[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE)
+                        .build(),
+                )
+                .addInsertValues("'{null,2004-10-19 10:23:00-08,2004-10-19 10:23:54.123456-08}'")
+                .addExpectedValues(
+                    "[null,\"2004-10-19T18:23:00.000000Z\",\"2004-10-19T18:23:54.123456Z\"]"
+                )
+                .build(),
+        )
+
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("timestamp_array")
+                .fullSourceDataType("TIMESTAMP[]")
+                .airbyteType(
+                    JsonSchemaType.builder(JsonSchemaPrimitiveUtil.JsonSchemaPrimitive.ARRAY)
+                        .withItems(JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE)
+                        .build(),
+                )
+                .addInsertValues(
+                    "'{null,2004-10-19 10:23:00,2004-10-19 10:23:54.123456,3004-10-19 10:23:54.123456 BC}'"
+                )
+                .addExpectedValues(
+                    "[null,\"2004-10-19T10:23:00.000000\",\"2004-10-19T10:23:54.123456\",\"3004-10-19T10:23:54.123456 BC\"]"
+                )
+                .build(),
+        )
+    }
+
+    protected open fun addNumericValuesTest() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("numeric")
+                .fullSourceDataType("NUMERIC(28,2)")
+                .airbyteType(JsonSchemaType.NUMBER)
+                .addInsertValues(
+                    "'123'",
+                    "null",
+                    "'14525.22'",
+                ) // Postgres source does not support these special values yet
+                // https://github.com/airbytehq/airbyte/issues/8902
+                // "'infinity'", "'-infinity'", "'nan'"
+                .addExpectedValues("123.0", null, "14525.22")
+                .build(),
+        )
+
+        // Blocked by https://github.com/airbytehq/airbyte/issues/8902
+        for (type in mutableSetOf<String?>("numeric", "decimal")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .fullSourceDataType("NUMERIC(20,7)")
+                    .airbyteType(JsonSchemaType.NUMBER)
+                    .addInsertValues(
+                        "'123'",
+                        "null",
+                        "'1234567890.1234567'",
+                    ) // Postgres source does not support these special values yet
+                    // https://github.com/airbytehq/airbyte/issues/8902
+                    // "'infinity'", "'-infinity'", "'nan'"
+                    .addExpectedValues("123.0", null, "1.2345678901234567E9")
+                    .build(),
+            )
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceSSLCertificateAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceSSLCertificateAcceptanceTest.kt
new file mode 100644
index 000000000000..ee3e83dfaaee
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractPostgresSourceSSLCertificateAcceptanceTest.kt
@@ -0,0 +1,146 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.Jsons
+import io.airbyte.cdk.test.fixtures.legacy.TestDestinationEnv
+import io.airbyte.protocol.models.JsonSchemaType
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import io.airbyte.protocol.models.v0.DestinationSyncMode
+import io.airbyte.protocol.models.v0.Field
+import io.airbyte.protocol.models.v0.SyncMode
+
+abstract class AbstractPostgresSourceSSLCertificateAcceptanceTest :
+    AbstractPostgresSourceAcceptanceTest() {
+    protected lateinit var testdb: PostgresTestDatabase
+
+    protected abstract val nameSpace: String
+
+    @Throws(Exception::class)
+    protected override fun setupEnvironment(environment: TestDestinationEnv?) {
+        testdb =
+            PostgresTestDatabase.`in`(
+                    PostgresTestDatabase.BaseImage.POSTGRES_17,
+                    PostgresTestDatabase.ContainerModifier.CERT
+                )
+                .with("CREATE SCHEMA $nameSpace;")
+                .with("CREATE TABLE $nameSpace.id_and_name(id INTEGER, name VARCHAR(200));")
+                .with(
+                    "INSERT INTO $nameSpace.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');"
+                )
+                .with("CREATE TABLE $nameSpace.starships(id INTEGER, name VARCHAR(200));")
+                .with(
+                    "INSERT INTO $nameSpace.starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');"
+                )
+                .with(
+                    "CREATE MATERIALIZED VIEW $nameSpace.testview AS select * from $nameSpace.id_and_name where id = '2';"
+                )
+    }
+
+    abstract val certificateConfiguration: MutableMap<Any?, Any?>
+
+    protected override fun tearDown(testEnv: TestDestinationEnv?) {
+        testdb.close()
+    }
+
+    override val config: JsonNode
+        get() =
+            testdb
+                .integrationTestConfigBuilder()
+                .withSchemas(nameSpace)
+                .withStandardReplication()
+                .withSsl(this.certificateConfiguration)
+                .build()
+
+    override val configuredCatalog: ConfiguredAirbyteCatalog
+        get() =
+            ConfiguredAirbyteCatalog()
+                .withStreams(
+                    mutableListOf<ConfiguredAirbyteStream?>(
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME,
+                                        nameSpace,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME2,
+                                        nameSpace,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME_MATERIALIZED_VIEW,
+                                        nameSpace,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                    ),
+                )
+
+    override val state: JsonNode?
+        get() = Jsons.jsonNode<HashMap<Any?, Any?>?>(HashMap<Any?, Any?>())
+
+    companion object {
+        private const val STREAM_NAME = "id_and_name"
+        private const val STREAM_NAME2 = "starships"
+        private const val STREAM_NAME_MATERIALIZED_VIEW = "testview"
+        const val PASSWORD: String = "Passw0rd"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractSshPostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractSshPostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..853c72748b16
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/AbstractSshPostgresSourceAcceptanceTest.kt
@@ -0,0 +1,189 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.CheckedConsumer
+import io.airbyte.cdk.test.fixtures.legacy.ContextQueryFunction
+import io.airbyte.cdk.test.fixtures.legacy.DSLContextFactory
+import io.airbyte.cdk.test.fixtures.legacy.Database
+import io.airbyte.cdk.test.fixtures.legacy.DatabaseDriver
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils.MODE_KEY
+import io.airbyte.cdk.test.fixtures.legacy.Jsons
+import io.airbyte.cdk.test.fixtures.legacy.SshBastionContainer
+import io.airbyte.cdk.test.fixtures.legacy.SshTunnel
+import io.airbyte.cdk.test.fixtures.legacy.SshTunnel.Companion.sshWrap
+import io.airbyte.cdk.test.fixtures.legacy.TestDestinationEnv
+import io.airbyte.protocol.models.JsonSchemaType
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import io.airbyte.protocol.models.v0.DestinationSyncMode
+import io.airbyte.protocol.models.v0.Field
+import io.airbyte.protocol.models.v0.SyncMode
+import java.io.IOException
+import java.io.UncheckedIOException
+import org.jooq.DSLContext
+import org.jooq.SQLDialect
+
+abstract class AbstractSshPostgresSourceAcceptanceTest : AbstractPostgresSourceAcceptanceTest() {
+    private val bastion: SshBastionContainer = SshBastionContainer()
+    private lateinit var testdb: PostgresTestDatabase
+
+    protected abstract val schemaName: String
+
+    @Throws(Exception::class)
+    private fun populateDatabaseTestData() {
+        val outerConfig: JsonNode =
+            testdb
+                .integrationTestConfigBuilder()
+                .withSchemas(schemaName)
+                .withoutSsl()
+                .with("tunnel_method", bastion.getTunnelMethod(this.tunnelMethod, false)!!)
+                .build()
+        sshWrap(
+            outerConfig,
+            JdbcUtils.HOST_LIST_KEY,
+            JdbcUtils.PORT_LIST_KEY,
+            CheckedConsumer<JsonNode?, Exception?> { mangledConfig: JsonNode? ->
+                getDatabaseFromConfig(mangledConfig!!)
+                    .query<Any?>(
+                        ContextQueryFunction { ctx: DSLContext? ->
+                            ctx!!.fetch("CREATE SCHEMA $schemaName;")
+                            ctx.fetch(
+                                "CREATE TABLE $schemaName.id_and_name(id INTEGER, name VARCHAR(200));"
+                            )
+                            ctx.fetch(
+                                "INSERT INTO $schemaName.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');"
+                            )
+                            ctx.fetch(
+                                "CREATE TABLE $schemaName.starships(id INTEGER, name VARCHAR(200));"
+                            )
+                            ctx.fetch(
+                                "INSERT INTO $schemaName.starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');"
+                            )
+                            null
+                        },
+                    )
+            },
+        )
+    }
+
+    abstract val tunnelMethod: SshTunnel.TunnelMethod
+
+    // todo (cgardens) - dynamically create data by generating a database with a random name instead
+    // of
+    // requiring data to already be in place.
+    @Throws(Exception::class)
+    protected override fun setupEnvironment(environment: TestDestinationEnv?) {
+        testdb =
+            PostgresTestDatabase.Companion.`in`(
+                PostgresTestDatabase.BaseImage.POSTGRES_17,
+                PostgresTestDatabase.ContainerModifier.NETWORK
+            )
+        bastion.initAndStartBastion(testdb.container.network)
+        populateDatabaseTestData()
+    }
+
+    protected override fun tearDown(testEnv: TestDestinationEnv?) {
+        bastion.stopAndClose()
+    }
+
+    override val config: JsonNode
+        get() {
+            try {
+                return testdb
+                    .integrationTestConfigBuilder()
+                    .withSchemas(schemaName)
+                    .withSsl(mutableMapOf(MODE_KEY to "disable"))
+                    .with("tunnel_method", bastion.getTunnelMethod(this.tunnelMethod, true)!!)
+                    .build()
+            } catch (e: IOException) {
+                throw UncheckedIOException(e)
+            } catch (e: InterruptedException) {
+                throw RuntimeException(e)
+            }
+        }
+
+    override val configuredCatalog: ConfiguredAirbyteCatalog
+        get() =
+            ConfiguredAirbyteCatalog()
+                .withStreams(
+                    mutableListOf<ConfiguredAirbyteStream?>(
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME,
+                                        schemaName,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME2,
+                                        schemaName,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                    ),
+                )
+
+    override val state: JsonNode?
+        get() = Jsons.jsonNode<HashMap<Any?, Any?>?>(HashMap<Any?, Any?>())
+
+    companion object {
+        private const val STREAM_NAME = "id_and_name"
+        private const val STREAM_NAME2 = "starships"
+
+        private fun getDatabaseFromConfig(config: JsonNode): Database {
+            return Database(
+                DSLContextFactory.create(
+                    config.get(JdbcUtils.USERNAME_KEY).asText(),
+                    config.get(JdbcUtils.PASSWORD_KEY).asText(),
+                    DatabaseDriver.POSTGRESQL.driverClassName,
+                    String.format(
+                        DatabaseDriver.POSTGRESQL.urlFormatString,
+                        config.get(JdbcUtils.HOST_KEY).asText(),
+                        config.get(JdbcUtils.PORT_KEY).asInt(),
+                        config.get(JdbcUtils.DATABASE_KEY).asText(),
+                    ),
+                    SQLDialect.POSTGRES,
+                ),
+            )
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CdcInitialSnapshotPostgresSourceDatatypeTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CdcInitialSnapshotPostgresSourceDatatypeTest.kt
new file mode 100644
index 000000000000..1ef221f56bdc
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CdcInitialSnapshotPostgresSourceDatatypeTest.kt
@@ -0,0 +1,50 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.Database
+
+class CdcInitialSnapshotPostgresSourceDatatypeTest : AbstractPostgresSourceDatatypeTest() {
+    override val nameSpace: String
+        get() = SCHEMA_NAME
+
+    @Throws(Exception::class)
+    override fun setupDatabase(): Database {
+        testdb =
+            PostgresTestDatabase.`in`(
+                    PostgresTestDatabase.BaseImage.POSTGRES_17,
+                    PostgresTestDatabase.ContainerModifier.CONF
+                )
+                .with("CREATE EXTENSION hstore;")
+                .with("CREATE SCHEMA $nameSpace;")
+                .with("CREATE TYPE mood AS ENUM ('sad', 'ok', 'happy');")
+                .with(
+                    ("CREATE TYPE inventory_item AS (\n" +
+                        "    name            text,\n" +
+                        "    supplier_id     integer,\n" +
+                        "    price           numeric\n" +
+                        ");"),
+                )
+                .with("SET TIMEZONE TO 'MST'")
+                .withReplicationSlot()
+                .withPublicationForAllTables()
+        return testdb.database
+    }
+
+    override val config: JsonNode
+        get() =
+            testdb
+                .integrationTestConfigBuilder()
+                .withSchemas(nameSpace)
+                .withoutSsl()
+                .withCdcReplication()
+                .build()
+
+    companion object {
+        val SCHEMA_NAME: String = /*"cdc_initial_snapshot_postgres_source_datatype_test"*/
+            "cdc_" // TEMP
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CdcWalLogsPostgresSourceDatatypeTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CdcWalLogsPostgresSourceDatatypeTest.kt
new file mode 100644
index 000000000000..aa8eb5b81b4b
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CdcWalLogsPostgresSourceDatatypeTest.kt
@@ -0,0 +1,208 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.Database
+import io.airbyte.cdk.test.fixtures.legacy.Jsons.jsonNode
+import io.airbyte.cdk.test.fixtures.legacy.TestDataHolder
+import io.airbyte.protocol.models.JsonSchemaType
+import io.airbyte.protocol.models.v0.AirbyteMessage
+import io.airbyte.protocol.models.v0.AirbyteStateMessage
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import java.util.function.Consumer
+import org.jooq.DSLContext
+
+class CdcWalLogsPostgresSourceDatatypeTest : AbstractPostgresSourceDatatypeTest() {
+    private var stateAfterFirstSync: JsonNode? = null
+
+    override val nameSpace: String
+        get() = SCHEMA_NAME
+
+    @Throws(Exception::class)
+    protected override fun runRead(
+        configuredCatalog: ConfiguredAirbyteCatalog?
+    ): List<AirbyteMessage> {
+        if (stateAfterFirstSync == null) {
+            throw RuntimeException("stateAfterFirstSync is null")
+        }
+        return super.runRead(configuredCatalog, stateAfterFirstSync, imageName)
+    }
+
+    @Throws(Exception::class)
+    override fun postSetup() {
+        val database: Database = setupDatabase()
+        for (test in testDataHolders) {
+            database.query<Any?> { ctx: DSLContext ->
+                ctx.fetch(test.createSqlQuery)
+                null
+            }
+        }
+
+        val dummyTableWithData: ConfiguredAirbyteStream? = createDummyTableWithData(database)
+        val catalog: ConfiguredAirbyteCatalog = configuredCatalog
+        catalog.getStreams().add(dummyTableWithData)
+
+        val allMessages: List<AirbyteMessage> = super.runRead(catalog)
+        val stateAfterFirstBatch: List<AirbyteStateMessage?> = extractStateMessages(allMessages)
+        if (stateAfterFirstBatch.isEmpty()) {
+            throw RuntimeException("stateAfterFirstBatch should not be null or empty")
+        }
+        stateAfterFirstSync =
+            jsonNode<MutableList<AirbyteStateMessage?>?>(
+                mutableListOf<AirbyteStateMessage?>(
+                    stateAfterFirstBatch.get(stateAfterFirstBatch.size - 1)
+                ),
+            )
+        if (stateAfterFirstSync == null) {
+            throw RuntimeException("stateAfterFirstSync should not be null")
+        }
+        for (test in testDataHolders) {
+            database.query<Any?>({ ctx: DSLContext? ->
+                test.insertSqlQueries.forEach(Consumer { sql: String? -> ctx!!.fetch(sql) })
+                null
+            },)
+        }
+    }
+
+    override fun setupDatabase(): Database {
+        testdb =
+            PostgresTestDatabase.`in`(
+                    PostgresTestDatabase.BaseImage.POSTGRES_17,
+                    PostgresTestDatabase.ContainerModifier.CONF
+                )
+                .with("CREATE EXTENSION hstore;")
+                .with("CREATE SCHEMA $nameSpace;")
+                .with("CREATE TYPE mood AS ENUM ('sad', 'ok', 'happy');")
+                .with(
+                    ("CREATE TYPE inventory_item AS (\n" +
+                        "    name            text,\n" +
+                        "    supplier_id     integer,\n" +
+                        "    price           numeric\n" +
+                        ");"),
+                )
+                .with("SET TIMEZONE TO 'MST'")
+                .withReplicationSlot()
+                .withPublicationForAllTables()
+        return testdb.database
+    }
+
+    @get:Throws(Exception::class)
+    override val config: JsonNode
+        get() =
+            testdb
+                .integrationTestConfigBuilder()
+                .withSchemas(nameSpace)
+                .withoutSsl()
+                .withCdcReplication()
+                .build()
+
+    protected override fun addMoneyTest() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("money")
+                .airbyteType(JsonSchemaType.NUMBER)
+                .addInsertValues(
+                    "null",
+                    "'999.99'",
+                    "'1,001.01'",
+                    "'-1,000'",
+                    "'$999.99'",
+                    "'$1001.01'",
+                    "'-$1,000'", // max values for Money type: "-92233720368547758.08",
+                    // "92233720368547758.07"
+                    // Debezium has wrong parsing for values more than 999999999999999 and less than
+                    // -999999999999999
+                    // https://github.com/airbytehq/airbyte/issues/7338
+                    /* "'-92233720368547758.08'", "'92233720368547758.07'" */
+                    )
+                .addExpectedValues(
+                    null,
+                    "999.99",
+                    "1001.01",
+                    "-1000.00",
+                    "999.99",
+                    "1001.01",
+                    "-1000.00", /* "-92233720368547758.08", "92233720368547758.07" */
+                )
+                .build(),
+        )
+    }
+
+    protected override fun addTimeWithTimeZoneTest() {
+        // time with time zone
+        for (fullSourceType in mutableSetOf<String?>("timetz", "time with time zone")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType("timetz")
+                    .fullSourceDataType(fullSourceType)
+                    .airbyteType(JsonSchemaType.STRING_TIME_WITH_TIMEZONE)
+                    .addInsertValues(
+                        "null",
+                        "'13:00:01'",
+                        "'13:00:00+8'",
+                        "'13:00:03-8'",
+                        "'13:00:04Z'",
+                        "'13:00:05.012345Z+8'",
+                        "'13:00:06.00000Z-8'",
+                    ) // A time value without time zone will use the time zone set on the database,
+                    // which is Z-7,
+                    // so 13:00:01 is returned as 13:00:01-07.
+                    .addExpectedValues(
+                        null,
+                        "20:00:01Z",
+                        "05:00:00.000000Z",
+                        "21:00:03Z",
+                        "13:00:04Z",
+                        "21:00:05.012345Z",
+                        "05:00:06Z",
+                    )
+                    .build(),
+            )
+        }
+    }
+
+    protected override fun addNumericValuesTest() {
+        addDataTypeTestData(
+            TestDataHolder.builder()
+                .sourceType("numeric")
+                .fullSourceDataType("NUMERIC(28,2)")
+                .airbyteType(JsonSchemaType.NUMBER)
+                .addInsertValues(
+                    "'123'",
+                    "null",
+                    "'14525.22'",
+                ) // Postgres source does not support these special values yet
+                // https://github.com/airbytehq/airbyte/issues/8902
+                // "'infinity'", "'-infinity'", "'nan'"
+                .addExpectedValues("123", null, "14525.22")
+                .build(),
+        )
+
+        // Blocked by https://github.com/airbytehq/airbyte/issues/8902
+        for (type in mutableSetOf<String?>("numeric", "decimal")) {
+            addDataTypeTestData(
+                TestDataHolder.builder()
+                    .sourceType(type)
+                    .fullSourceDataType("NUMERIC(20,7)")
+                    .airbyteType(JsonSchemaType.NUMBER)
+                    .addInsertValues(
+                        "'123'",
+                        "null",
+                        "'1234567890.1234567'",
+                    ) // Postgres source does not support these special values yet
+                    // https://github.com/airbytehq/airbyte/issues/8902
+                    // "'infinity'", "'-infinity'", "'nan'"
+                    .addExpectedValues("123", null, "1.2345678901234567E9")
+                    .build(),
+            )
+        }
+    }
+
+    companion object {
+        val SCHEMA_NAME: String = "cdc_wal_log_postgres_source_datatype_test"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CloudDeploymentPostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CloudDeploymentPostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..67e4eb4cf713
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/CloudDeploymentPostgresSourceAcceptanceTest.kt
@@ -0,0 +1,150 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.AdaptiveSourceRunner
+import io.airbyte.cdk.test.fixtures.legacy.FeatureFlags
+import io.airbyte.cdk.test.fixtures.legacy.FeatureFlagsWrapper
+import io.airbyte.cdk.test.fixtures.legacy.Jsons
+import io.airbyte.cdk.test.fixtures.legacy.SourceAcceptanceTest
+import io.airbyte.cdk.test.fixtures.legacy.SshHelpers
+import io.airbyte.cdk.test.fixtures.legacy.TestDestinationEnv
+import io.airbyte.protocol.models.JsonSchemaType
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import io.airbyte.protocol.models.v0.ConnectorSpecification
+import io.airbyte.protocol.models.v0.DestinationSyncMode
+import io.airbyte.protocol.models.v0.Field
+import io.airbyte.protocol.models.v0.SyncMode
+import java.util.*
+
+class CloudDeploymentPostgresSourceAcceptanceTest : SourceAcceptanceTest() {
+    private lateinit var testdb: PostgresTestDatabase
+
+    override fun featureFlags(): FeatureFlags {
+        return FeatureFlagsWrapper.overridingDeploymentMode(
+            super.featureFlags(),
+            AdaptiveSourceRunner.CLOUD_MODE,
+        )
+    }
+
+    @Throws(Exception::class)
+    override fun setupEnvironment(environment: TestDestinationEnv?) {
+        testdb =
+            PostgresTestDatabase.Companion.`in`(
+                PostgresTestDatabase.BaseImage.POSTGRES_17,
+                PostgresTestDatabase.ContainerModifier.CERT
+            )
+        testdb.query<Any?>({ ctx ->
+            ctx.fetch("CREATE SCHEMA $SCHEMA_NAME;")
+            ctx.fetch("CREATE TABLE $SCHEMA_NAME.id_and_name(id INTEGER, name VARCHAR(200));")
+            ctx.fetch(
+                "INSERT INTO $SCHEMA_NAME.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');"
+            )
+            ctx.fetch("CREATE TABLE $SCHEMA_NAME.starships(id INTEGER, name VARCHAR(200));")
+            ctx.fetch(
+                "INSERT INTO $SCHEMA_NAME.starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');"
+            )
+            null
+        },)
+    }
+
+    override fun tearDown(testEnv: TestDestinationEnv?) {
+        testdb.close()
+    }
+
+    override val imageName: String
+        get() = "airbyte/source-postgres:dev"
+
+    @get:Throws(Exception::class)
+    override val spec: ConnectorSpecification?
+        get() = SshHelpers.getSpecAndInjectSsh(Optional.empty())
+
+    override val config: JsonNode
+        get() {
+            val certs: PostgresTestDatabase.Certificates = testdb.certificates
+            return testdb
+                .integrationTestConfigBuilder()
+                .withStandardReplication()
+                .withSchemas(SCHEMA_NAME)
+                .withSsl(
+                    mutableMapOf(
+                        "mode" to "verify-ca",
+                        "ca_certificate" to certs.caCertificate,
+                        "client_certificate" to certs.clientCertificate,
+                        "client_key" to certs.clientKey,
+                        "client_key_password" to PASSWORD,
+                    ),
+                )
+                .build()
+        }
+
+    override val configuredCatalog: ConfiguredAirbyteCatalog
+        get() =
+            ConfiguredAirbyteCatalog()
+                .withStreams(
+                    mutableListOf<ConfiguredAirbyteStream?>(
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME2,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                    ),
+                )
+
+    override val state: JsonNode
+        get() = Jsons.jsonNode<HashMap<Any?, Any?>?>(HashMap<Any?, Any?>())
+
+    companion object {
+        private const val STREAM_NAME = "id_and_name"
+        private const val STREAM_NAME2 = "starships"
+        private const val SCHEMA_NAME = "cloud_deployment_postgres_source_acceptance_test"
+
+        protected const val PASSWORD: String = "Passw0rd"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceAcceptanceLegacyCtidTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceAcceptanceLegacyCtidTest.kt
new file mode 100644
index 000000000000..0c90fc12c85e
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceAcceptanceLegacyCtidTest.kt
@@ -0,0 +1,10 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+class PostgresSourceAcceptanceLegacyCtidTest : PostgresSourceAcceptanceTest() {
+    override val serverImage: PostgresTestDatabase.BaseImage
+        get() = PostgresTestDatabase.BaseImage.POSTGRES_12
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..c13cff2e96c7
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceAcceptanceTest.kt
@@ -0,0 +1,322 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.ContextQueryFunction
+import io.airbyte.cdk.test.fixtures.legacy.Database
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils.MODE_KEY
+import io.airbyte.cdk.test.fixtures.legacy.Jsons
+import io.airbyte.cdk.test.fixtures.legacy.TestDestinationEnv
+import io.airbyte.integrations.source.postgres.legacy.PostgresTestDatabase.BaseImage
+import io.airbyte.protocol.models.JsonSchemaType
+import io.airbyte.protocol.models.v0.AirbyteCatalog
+import io.airbyte.protocol.models.v0.AirbyteRecordMessage
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import io.airbyte.protocol.models.v0.DestinationSyncMode
+import io.airbyte.protocol.models.v0.Field
+import io.airbyte.protocol.models.v0.SyncMode
+import java.sql.SQLException
+import org.jooq.DSLContext
+import org.junit.jupiter.api.Assertions
+import org.junit.jupiter.api.Test
+
+open class PostgresSourceAcceptanceTest : AbstractPostgresSourceAcceptanceTest() {
+    private lateinit var testdb: PostgresTestDatabase
+    override var config: JsonNode? = null
+
+    @Throws(Exception::class)
+    protected override fun setupEnvironment(environment: TestDestinationEnv?) {
+        testdb = PostgresTestDatabase.`in`(this.serverImage).with("CREATE SCHEMA %S;", SCHEMA_NAME)
+        config = getConfig(testdb.userName, testdb.password, SCHEMA_NAME)
+        testdb.query<Any?>({ ctx ->
+            ctx.fetch("CREATE TABLE $SCHEMA_NAME.id_and_name(id INTEGER, name VARCHAR(200));")
+            ctx.fetch(
+                "INSERT INTO $SCHEMA_NAME.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');"
+            )
+            ctx.fetch("CREATE TABLE $SCHEMA_NAME.starships(id INTEGER, name VARCHAR(200));")
+            ctx.fetch(
+                "INSERT INTO $SCHEMA_NAME.starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');"
+            )
+            ctx.fetch(
+                "CREATE MATERIALIZED VIEW $SCHEMA_NAME.testview AS select * from $SCHEMA_NAME.id_and_name where id = '2';"
+            )
+            null
+        },)
+    }
+
+    private val limitPermissionRoleName: String
+        get() = testdb.withNamespace("limit_perm_role")
+
+    private fun getConfig(
+        username: String,
+        password: String?,
+        vararg schemas: String?,
+        checkPrivileges: Boolean = false,
+    ): JsonNode {
+        return testdb
+            .configBuilder()
+            .withResolvedHostAndPort()
+            .withDatabase()
+            .with(JdbcUtils.USERNAME_KEY, username)
+            .let { cb ->
+                password?.let { p -> cb.with(JdbcUtils.PASSWORD_KEY, p) }
+                cb
+            }
+            .withSchemas(*schemas)
+            .withSsl(mutableMapOf(MODE_KEY to "disable"))
+            .withStandardReplication()
+            .also { if (checkPrivileges) it.with("check_privileges", true) }
+            .build()
+    }
+
+    protected override fun tearDown(testEnv: TestDestinationEnv?) {
+        testdb.close()
+    }
+
+    override val configuredCatalog: ConfiguredAirbyteCatalog
+        get() = this.commonConfigCatalog
+
+    override val state: JsonNode?
+        get() = Jsons.jsonNode<HashMap<Any, Any>?>(HashMap<Any, Any>())
+
+    @Test
+    @Throws(Exception::class)
+    fun testFullRefreshWithRevokingSchemaPermissions() {
+        prepareEnvForUserWithoutPermissions(testdb.database)
+
+        config =
+            getConfig(
+                this.limitPermissionRoleName,
+                LIMIT_PERMISSION_ROLE_PASSWORD,
+                LIMIT_PERMISSION_SCHEMA,
+            )
+        val configuredCatalog: ConfiguredAirbyteCatalog? = this.limitPermissionConfiguredCatalog
+
+        val fullRefreshRecords: MutableList<AirbyteRecordMessage?> =
+            filterRecords(runRead(configuredCatalog)).toMutableList()
+        val assertionMessage =
+            "Expected records after full refresh sync for user with schema permission"
+        Assertions.assertFalse(fullRefreshRecords.isEmpty(), assertionMessage)
+
+        revokeSchemaPermissions(testdb.database)
+
+        val lessPermFullRefreshRecords: MutableList<AirbyteRecordMessage?> =
+            filterRecords(runRead(configuredCatalog)).toMutableList()
+        val assertionMessageWithoutPermission =
+            "Expected no records after full refresh sync for user without schema permission"
+        Assertions.assertTrue(
+            lessPermFullRefreshRecords.isEmpty(),
+            assertionMessageWithoutPermission,
+        )
+    }
+
+    @Test
+    @Throws(Exception::class)
+    fun testDiscoverWithRevokingSchemaPermissions() {
+        prepareEnvForUserWithoutPermissions(testdb.database)
+        revokeSchemaPermissions(testdb.database)
+        config =
+            getConfig(
+                this.limitPermissionRoleName,
+                LIMIT_PERMISSION_ROLE_PASSWORD,
+                LIMIT_PERMISSION_SCHEMA,
+                checkPrivileges = true,
+            )
+
+        runDiscover()
+        val lastPersistedCatalogSecond: AirbyteCatalog = lastPersistedCatalog
+        val assertionMessageWithoutPermission =
+            "Expected no streams after discover for user without schema permissions"
+        Assertions.assertTrue(
+            lastPersistedCatalogSecond.getStreams().isEmpty(),
+            assertionMessageWithoutPermission,
+        )
+    }
+
+    @Throws(SQLException::class)
+    private fun revokeSchemaPermissions(database: Database) {
+        database.query<Any?>(
+            ContextQueryFunction { ctx: DSLContext ->
+                ctx.fetch(
+                    String.format(
+                        "REVOKE USAGE ON schema %s FROM %s;",
+                        LIMIT_PERMISSION_SCHEMA,
+                        this.limitPermissionRoleName,
+                    ),
+                )
+                null
+            },
+        )
+    }
+
+    @Throws(SQLException::class)
+    private fun prepareEnvForUserWithoutPermissions(database: Database) {
+        database.query<Any?>(
+            ContextQueryFunction { ctx: DSLContext ->
+                ctx.fetch(
+                    String.format(
+                        "CREATE ROLE %s WITH LOGIN PASSWORD '%s';",
+                        this.limitPermissionRoleName,
+                        LIMIT_PERMISSION_ROLE_PASSWORD,
+                    ),
+                )
+                ctx.fetch(String.format("CREATE SCHEMA %s;", LIMIT_PERMISSION_SCHEMA))
+                ctx.fetch(
+                    java.lang.String.format(
+                        "GRANT CONNECT ON DATABASE %s TO %s;",
+                        testdb.databaseName,
+                        this.limitPermissionRoleName,
+                    ),
+                )
+                ctx.fetch(
+                    String.format(
+                        "GRANT USAGE ON schema %s TO %s;",
+                        LIMIT_PERMISSION_SCHEMA,
+                        this.limitPermissionRoleName,
+                    ),
+                )
+                ctx.fetch(
+                    String.format(
+                        "CREATE TABLE %s.id_and_name(id INTEGER, name VARCHAR(200));",
+                        LIMIT_PERMISSION_SCHEMA,
+                    ),
+                )
+                ctx.fetch(
+                    String.format(
+                        "INSERT INTO %s.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');",
+                        LIMIT_PERMISSION_SCHEMA,
+                    ),
+                )
+                ctx.fetch(
+                    String.format(
+                        "GRANT SELECT ON table %s.id_and_name TO %s;",
+                        LIMIT_PERMISSION_SCHEMA,
+                        this.limitPermissionRoleName,
+                    ),
+                )
+                null
+            },
+        )
+    }
+
+    private val commonConfigCatalog: ConfiguredAirbyteCatalog
+        get() =
+            ConfiguredAirbyteCatalog()
+                .withStreams(
+                    mutableListOf<ConfiguredAirbyteStream?>(
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME2,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME_MATERIALIZED_VIEW,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    )
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                    ),
+                )
+
+    private val limitPermissionConfiguredCatalog: ConfiguredAirbyteCatalog?
+        get() =
+            ConfiguredAirbyteCatalog()
+                .withStreams(
+                    mutableListOf<ConfiguredAirbyteStream?>(
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withCursorField(mutableListOf<String?>("id"))
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        "id_and_name",
+                                        LIMIT_PERMISSION_SCHEMA,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(
+                                            SyncMode.FULL_REFRESH,
+                                            SyncMode.INCREMENTAL,
+                                        ),
+                                    ),
+                            ),
+                    ),
+                )
+
+    protected open val serverImage: BaseImage
+        get() = BaseImage.POSTGRES_17
+
+    companion object {
+        private const val STREAM_NAME = "id_and_name"
+        private const val STREAM_NAME2 = "starships"
+        private const val STREAM_NAME_MATERIALIZED_VIEW = "testview"
+        private const val SCHEMA_NAME = "postgres_source_acceptance_test"
+        const val LIMIT_PERMISSION_SCHEMA: String = "limit_perm_schema"
+        const val LIMIT_PERMISSION_ROLE_PASSWORD: String = "test"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceDatatypeTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceDatatypeTest.kt
new file mode 100644
index 000000000000..61ca33374fbc
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceDatatypeTest.kt
@@ -0,0 +1,60 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.Database
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils.MODE_KEY
+import java.sql.SQLException
+
+class PostgresSourceDatatypeTest : AbstractPostgresSourceDatatypeTest() {
+
+    override val nameSpace: String
+        get() = SCHEMA_NAME
+
+    @Throws(SQLException::class)
+    override fun setupDatabase(): Database {
+        testdb =
+            PostgresTestDatabase.`in`(
+                    PostgresTestDatabase.BaseImage.POSTGRES_17,
+                    PostgresTestDatabase.ContainerModifier.CONF
+                )
+                .with("CREATE SCHEMA %S;", SCHEMA_NAME)
+                .with("CREATE TYPE mood AS ENUM ('sad', 'ok', 'happy');")
+                .with(
+                    "CREATE TYPE inventory_item AS (name text, supplier_id integer, price numeric);"
+                ) // In one of the test case, we have some money values with currency symbol.
+                // Postgres can only
+                // understand those money values if the symbol corresponds to the monetary locale
+                // setting. For
+                // example,
+                // if the locale is 'en_GB', '£100' is valid, but '$100' is not. So setting the
+                // monetary locate is
+                // necessary here to make sure the unit test can pass, no matter what the locale the
+                // runner VM has.
+                .with(
+                    "SET lc_monetary TO 'en_US.utf8';"
+                ) // Set up a fixed timezone here so that timetz and timestamptz always have the
+                // same time zone
+                // wherever the tests are running on.
+                .with("SET TIMEZONE TO 'MST'")
+                .with("CREATE EXTENSION hstore;")
+        return testdb.database
+    }
+
+    @get:Throws(Exception::class)
+    override val config: JsonNode
+        get() =
+            testdb
+                .integrationTestConfigBuilder()
+                .withSsl(mutableMapOf(MODE_KEY to "disable"))
+                .withStandardReplication()
+                .withSchemas(SCHEMA_NAME)
+                .build()
+
+    companion object {
+        val SCHEMA_NAME: String = "postgres_source_datatype_test"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceSSLCaCertificateAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceSSLCaCertificateAcceptanceTest.kt
new file mode 100644
index 000000000000..85dd094f9195
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceSSLCaCertificateAcceptanceTest.kt
@@ -0,0 +1,24 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+class PostgresSourceSSLCaCertificateAcceptanceTest :
+    AbstractPostgresSourceSSLCertificateAcceptanceTest() {
+
+    override val nameSpace: String
+        get() = SCHEMA_NAME
+
+    override val certificateConfiguration: MutableMap<Any?, Any?>
+        get() =
+            mutableMapOf(
+                "mode" to "verify-ca",
+                "ca_certificate" to testdb.certificates.caCertificate,
+                "client_key_password" to PASSWORD,
+            )
+
+    companion object {
+        val SCHEMA_NAME: String = "postgres_source_ssl_ca_certificate_acceptance_test"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceSSLFullCertificateAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceSSLFullCertificateAcceptanceTest.kt
new file mode 100644
index 000000000000..b2040172b6af
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSourceSSLFullCertificateAcceptanceTest.kt
@@ -0,0 +1,26 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+class PostgresSourceSSLFullCertificateAcceptanceTest :
+    AbstractPostgresSourceSSLCertificateAcceptanceTest() {
+
+    override val nameSpace: String
+        get() = SCHEMA_NAME
+
+    override val certificateConfiguration: MutableMap<Any?, Any?>
+        get() =
+            mutableMapOf(
+                "mode" to "verify-ca",
+                "ca_certificate" to testdb.certificates.caCertificate,
+                "client_certificate" to testdb.certificates.clientCertificate,
+                "client_key" to testdb.certificates.clientKey,
+                "client_key_password" to PASSWORD,
+            )
+
+    companion object {
+        val SCHEMA_NAME: String = "postgres_source_ssl_full_certificate_acceptance_test"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/SshKeyPostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/SshKeyPostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..1c6821f7524d
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/SshKeyPostgresSourceAcceptanceTest.kt
@@ -0,0 +1,15 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import io.airbyte.cdk.test.fixtures.legacy.SshTunnel
+
+class SshKeyPostgresSourceAcceptanceTest : AbstractSshPostgresSourceAcceptanceTest() {
+    override val tunnelMethod: SshTunnel.TunnelMethod
+        get() = SshTunnel.TunnelMethod.SSH_KEY_AUTH
+
+    override val schemaName: String
+        get() = "ssh_key_postgres_source_acceptance_test"
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/SshPasswordPostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/SshPasswordPostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..b022f2a5bcb2
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/SshPasswordPostgresSourceAcceptanceTest.kt
@@ -0,0 +1,15 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import io.airbyte.cdk.test.fixtures.legacy.SshTunnel
+
+class SshPasswordPostgresSourceAcceptanceTest : AbstractSshPostgresSourceAcceptanceTest() {
+    override val tunnelMethod: SshTunnel.TunnelMethod
+        get() = SshTunnel.TunnelMethod.SSH_PASSWORD_AUTH
+
+    override val schemaName: String
+        get() = "ssh_password_postgres_source_acceptance_test"
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/XminPostgresSourceAcceptanceTest.kt b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/XminPostgresSourceAcceptanceTest.kt
new file mode 100644
index 000000000000..0cfd430042c2
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test-integration/kotlin/io/airbyte/integrations/source/postgres/legacy/XminPostgresSourceAcceptanceTest.kt
@@ -0,0 +1,134 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils.MODE_KEY
+import io.airbyte.cdk.test.fixtures.legacy.Jsons
+import io.airbyte.cdk.test.fixtures.legacy.TestDestinationEnv
+import io.airbyte.protocol.models.JsonSchemaType
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import io.airbyte.protocol.models.v0.DestinationSyncMode
+import io.airbyte.protocol.models.v0.Field
+import io.airbyte.protocol.models.v0.SyncMode
+
+class XminPostgresSourceAcceptanceTest : AbstractPostgresSourceAcceptanceTest() {
+    private lateinit var testdb: PostgresTestDatabase
+
+    @get:Throws(Exception::class)
+    override val config: JsonNode
+        get() =
+            testdb
+                .integrationTestConfigBuilder()
+                .withSchemas(SCHEMA_NAME)
+                .withSsl(mutableMapOf(MODE_KEY to "disable"))
+                .withXminReplication()
+                .build()
+
+    @Throws(Exception::class)
+    protected override fun setupEnvironment(environment: TestDestinationEnv?) {
+        testdb =
+            PostgresTestDatabase.`in`(PostgresTestDatabase.BaseImage.POSTGRES_17)
+                .with("CREATE SCHEMA $SCHEMA_NAME;")
+                .with("CREATE TABLE $SCHEMA_NAME.id_and_name(id INTEGER, name VARCHAR(200));")
+                .with(
+                    "INSERT INTO $SCHEMA_NAME.id_and_name (id, name) VALUES (1,'picard'),  (2, 'crusher'), (3, 'vash');"
+                )
+                .with("CREATE TABLE $SCHEMA_NAME.starships(id INTEGER, name VARCHAR(200));")
+                .with(
+                    "INSERT INTO $SCHEMA_NAME.starships (id, name) VALUES (1,'enterprise-d'),  (2, 'defiant'), (3, 'yamato');"
+                )
+                .with(
+                    "CREATE MATERIALIZED VIEW $SCHEMA_NAME.testview AS select * from $SCHEMA_NAME.id_and_name where id = '2';"
+                )
+    }
+
+    @Throws(Exception::class)
+    protected override fun tearDown(testEnv: TestDestinationEnv?) {
+        testdb.close()
+    }
+
+    @get:Throws(Exception::class)
+    override val configuredCatalog: ConfiguredAirbyteCatalog
+        get() =
+            ConfiguredAirbyteCatalog()
+                .withStreams(
+                    mutableListOf<ConfiguredAirbyteStream?>(
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(SyncMode.INCREMENTAL)
+                                    )
+                                    .withSourceDefinedCursor(true)
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME2,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(SyncMode.INCREMENTAL)
+                                    )
+                                    .withSourceDefinedCursor(true)
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                        ConfiguredAirbyteStream()
+                            .withSyncMode(SyncMode.INCREMENTAL)
+                            .withDestinationSyncMode(DestinationSyncMode.APPEND)
+                            .withStream(
+                                CatalogHelpers.createAirbyteStream(
+                                        STREAM_NAME_MATERIALIZED_VIEW,
+                                        SCHEMA_NAME,
+                                        Field.of("id", JsonSchemaType.INTEGER),
+                                        Field.of("name", JsonSchemaType.STRING),
+                                    )
+                                    .withSupportedSyncModes(
+                                        mutableListOf<SyncMode?>(SyncMode.INCREMENTAL)
+                                    )
+                                    .withSourceDefinedCursor(true)
+                                    .withSourceDefinedPrimaryKey(
+                                        listOf<MutableList<String?>?>(
+                                            mutableListOf<String?>("id"),
+                                        ),
+                                    ),
+                            ),
+                    ),
+                )
+
+    @get:Throws(Exception::class)
+    override val state: JsonNode?
+        get() = Jsons.jsonNode<HashMap<Any?, Any?>?>(HashMap<Any?, Any?>())
+
+    companion object {
+        private const val STREAM_NAME = "id_and_name"
+        private const val STREAM_NAME2 = "starships"
+        private const val STREAM_NAME_MATERIALIZED_VIEW = "testview"
+        private const val SCHEMA_NAME = "xmin_postgres_source_acceptance_test"
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/dummy_config.json b/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/dummy_config.json
deleted file mode 100644
index 560e55333378..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/dummy_config.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-  "host": "default",
-  "port": 5555,
-  "database": "default",
-  "username": "default"
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/expected_cloud_deployment_spec.json b/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/expected_cloud_deployment_spec.json
deleted file mode 100644
index ed2170fb9c6d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/expected_cloud_deployment_spec.json
+++ /dev/null
@@ -1,499 +0,0 @@
-{
-  "documentationUrl": "https://docs.airbyte.com/integrations/sources/postgres",
-  "connectionSpecification": {
-    "$schema": "http://json-schema.org/draft-07/schema#",
-    "title": "Postgres Source Spec",
-    "type": "object",
-    "required": ["host", "port", "database", "username"],
-    "properties": {
-      "host": {
-        "title": "Host",
-        "description": "Hostname of the database.",
-        "type": "string",
-        "order": 0,
-        "group": "db"
-      },
-      "port": {
-        "title": "Port",
-        "description": "Port of the database.",
-        "type": "integer",
-        "minimum": 0,
-        "maximum": 65536,
-        "default": 5432,
-        "examples": ["5432"],
-        "order": 1,
-        "group": "db"
-      },
-      "database": {
-        "title": "Database Name",
-        "description": "Name of the database.",
-        "type": "string",
-        "order": 2,
-        "group": "db"
-      },
-      "schemas": {
-        "title": "Schemas",
-        "description": "The list of schemas (case sensitive) to sync from. Defaults to public.",
-        "type": "array",
-        "items": {
-          "type": "string"
-        },
-        "minItems": 0,
-        "uniqueItems": true,
-        "default": ["public"],
-        "order": 3,
-        "group": "db"
-      },
-      "username": {
-        "title": "Username",
-        "description": "Username to access the database.",
-        "type": "string",
-        "order": 4,
-        "group": "auth"
-      },
-      "password": {
-        "title": "Password",
-        "description": "Password associated with the username.",
-        "type": "string",
-        "airbyte_secret": true,
-        "order": 5,
-        "group": "auth",
-        "always_show": true
-      },
-      "jdbc_url_params": {
-        "description": "Additional properties to pass to the JDBC URL string when connecting to the database formatted as 'key=value' pairs separated by the symbol '&'. (Eg. key1=value1&key2=value2&key3=value3). For more information read about <a href=\"https://jdbc.postgresql.org/documentation/head/connect.html\">JDBC URL parameters</a>.",
-        "title": "JDBC URL Parameters (Advanced)",
-        "type": "string",
-        "order": 6,
-        "group": "advanced",
-        "pattern_descriptor": "key1=value1&key2=value2"
-      },
-      "ssl_mode": {
-        "title": "SSL Modes",
-        "description": "SSL connection modes. \n  Read more <a href=\"https://jdbc.postgresql.org/documentation/head/ssl-client.html\"> in the docs</a>.",
-        "type": "object",
-        "order": 8,
-        "group": "security",
-        "default": "require",
-        "oneOf": [
-          {
-            "title": "disable",
-            "additionalProperties": true,
-            "description": "Disables encryption of communication between Airbyte and source database.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "disable",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "allow",
-            "additionalProperties": true,
-            "description": "Enables encryption only when required by the source database.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "allow",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "prefer",
-            "additionalProperties": true,
-            "description": "Allows unencrypted connection only if the source database does not support encryption.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "prefer",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "require",
-            "additionalProperties": true,
-            "description": "Always require encryption. If the source database server does not support encryption, connection will fail.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "require",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "verify-ca",
-            "additionalProperties": true,
-            "description": "Always require encryption and verifies that the source database server has a valid SSL certificate.",
-            "required": ["mode", "ca_certificate"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "verify-ca",
-                "order": 0
-              },
-              "ca_certificate": {
-                "type": "string",
-                "title": "CA Certificate",
-                "description": "CA certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 1
-              },
-              "client_certificate": {
-                "type": "string",
-                "title": "Client Certificate",
-                "description": "Client certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 2,
-                "always_show": true
-              },
-              "client_key": {
-                "type": "string",
-                "title": "Client Key",
-                "description": "Client key",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 3,
-                "always_show": true
-              },
-              "client_key_password": {
-                "type": "string",
-                "title": "Client key password",
-                "description": "Password for keystorage. If you do not add it - the password will be generated automatically.",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          },
-          {
-            "title": "verify-full",
-            "additionalProperties": true,
-            "description": "This is the most secure mode. Always require encryption and verifies the identity of the source database server.",
-            "required": ["mode", "ca_certificate"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "verify-full",
-                "order": 0
-              },
-              "ca_certificate": {
-                "type": "string",
-                "title": "CA Certificate",
-                "description": "CA certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 1
-              },
-              "client_certificate": {
-                "type": "string",
-                "title": "Client Certificate",
-                "description": "Client certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 2,
-                "always_show": true
-              },
-              "client_key": {
-                "type": "string",
-                "title": "Client Key",
-                "description": "Client key",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 3,
-                "always_show": true
-              },
-              "client_key_password": {
-                "type": "string",
-                "title": "Client key password",
-                "description": "Password for keystorage. If you do not add it - the password will be generated automatically.",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          }
-        ]
-      },
-      "replication_method": {
-        "type": "object",
-        "title": "Update Method",
-        "description": "Configures how data is extracted from the database.",
-        "order": 9,
-        "group": "advanced",
-        "default": "CDC",
-        "display_type": "radio",
-        "oneOf": [
-          {
-            "title": "Read Changes using Write-Ahead Log (CDC)",
-            "description": "<i>Recommended</i> - Incrementally reads new inserts, updates, and deletes using the Postgres <a href=\"https://docs.airbyte.com/integrations/sources/postgres/#cdc\">write-ahead log (WAL)</a>. This needs to be configured on the source database itself. Recommended for tables of any size.",
-            "required": ["method", "replication_slot", "publication"],
-            "additionalProperties": true,
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "CDC",
-                "order": 1
-              },
-              "plugin": {
-                "type": "string",
-                "title": "Plugin",
-                "description": "A logical decoding plugin installed on the PostgreSQL server.",
-                "enum": ["pgoutput"],
-                "default": "pgoutput",
-                "order": 2
-              },
-              "replication_slot": {
-                "type": "string",
-                "title": "Replication Slot",
-                "description": "A plugin logical replication slot. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres#step-3-create-replication-slot\">replication slots</a>.",
-                "order": 3
-              },
-              "publication": {
-                "type": "string",
-                "title": "Publication",
-                "description": "A Postgres publication used for consuming changes. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres#step-4-create-publications-and-replication-identities-for-tables\">publications and replication identities</a>.",
-                "order": 4
-              },
-              "initial_waiting_seconds": {
-                "type": "integer",
-                "title": "Initial Waiting Time in Seconds (Advanced)",
-                "description": "The amount of time the connector will wait when it launches to determine if there is new data to sync or not. Defaults to 1200 seconds. Valid range: 120 seconds to 2400 seconds. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-setting-up-initial-cdc-waiting-time\">initial waiting time</a>.",
-                "default": 1200,
-                "order": 5,
-                "min": 120,
-                "max": 2400
-              },
-              "queue_size": {
-                "type": "integer",
-                "title": "Size of the queue (Advanced)",
-                "description": "The size of the internal queue. This may interfere with memory consumption and efficiency of the connector, please be careful.",
-                "default": 10000,
-                "order": 6,
-                "min": 1000,
-                "max": 10000
-              },
-              "lsn_commit_behaviour": {
-                "type": "string",
-                "title": "LSN commit behaviour",
-                "description": "Determines when Airbyte should flush the LSN of processed WAL logs in the source database. `After loading Data in the destination` is default. If `While reading Data` is selected, in case of a downstream failure (while loading data into the destination), next sync would result in a full sync.",
-                "enum": [
-                  "While reading Data",
-                  "After loading Data in the destination"
-                ],
-                "default": "After loading Data in the destination",
-                "order": 7
-              },
-              "heartbeat_action_query": {
-                "type": "string",
-                "title": "Debezium heartbeat query (Advanced)",
-                "description": "Specifies a query that the connector executes on the source database when the connector sends a heartbeat message. Please see the <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-wal-disk-consumption-and-heartbeat-action-query\">setup guide</a> for how and when to configure this setting.",
-                "default": "",
-                "order": 8
-              },
-              "invalid_cdc_cursor_position_behavior": {
-                "type": "string",
-                "title": "Invalid CDC position behavior (Advanced)",
-                "description": "Determines whether Airbyte should fail or re-sync data in case of an stale/invalid cursor value into the WAL. If 'Fail sync' is chosen, a user will have to manually reset the connection before being able to continue syncing data. If 'Re-sync data' is chosen, Airbyte will automatically trigger a refresh but could lead to higher cloud costs and data loss.",
-                "enum": ["Fail sync", "Re-sync data"],
-                "default": "Fail sync",
-                "order": 9
-              },
-              "initial_load_timeout_hours": {
-                "type": "integer",
-                "title": "Initial Load Timeout in Hours (Advanced)",
-                "description": "The amount of time an initial load is allowed to continue for before catching up on CDC logs.",
-                "default": 8,
-                "min": 4,
-                "max": 24,
-                "order": 10
-              }
-            }
-          },
-          {
-            "title": "Detect Changes with Xmin System Column",
-            "description": "<i>Recommended</i> - Incrementally reads new inserts and updates via Postgres <a href=\"https://docs.airbyte.com/integrations/sources/postgres/#xmin\">Xmin system column</a>. Suitable for databases that have low transaction pressure.",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Xmin",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "Scan Changes with User Defined Cursor",
-            "description": "Incrementally detects new inserts and updates using the <a href=\"https://docs.airbyte.com/understanding-airbyte/connections/incremental-append/#user-defined-cursor\">cursor column</a> chosen when configuring a connection (e.g. created_at, updated_at).",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Standard",
-                "order": 8
-              }
-            }
-          }
-        ]
-      },
-      "entra_service_principal_auth": {
-        "title": "Entra service principal authentication",
-        "description": "Interpret password as a client secret for a Microsft Entra service principal",
-        "type": "boolean",
-        "group": "auth",
-        "default": false
-      },
-      "entra_tenant_id": {
-        "title": "Entra tenant id",
-        "description": "If using Entra service principal, the ID of the tenant",
-        "type": "string",
-        "group": "auth"
-      },
-      "entra_client_id": {
-        "title": "Entra client id",
-        "description": "If using Entra service principal, the application ID of the service principal",
-        "type": "string",
-        "group": "auth"
-      },
-      "tunnel_method": {
-        "type": "object",
-        "title": "SSH Tunnel Method",
-        "description": "Whether to initiate an SSH tunnel before connecting to the database, and if so, which kind of authentication to use.",
-        "group": "security",
-        "oneOf": [
-          {
-            "title": "No Tunnel",
-            "required": ["tunnel_method"],
-            "properties": {
-              "tunnel_method": {
-                "description": "No ssh tunnel needed to connect to database",
-                "type": "string",
-                "const": "NO_TUNNEL",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "SSH Key Authentication",
-            "required": [
-              "tunnel_method",
-              "tunnel_host",
-              "tunnel_port",
-              "tunnel_user",
-              "ssh_key"
-            ],
-            "properties": {
-              "tunnel_method": {
-                "description": "Connect through a jump server tunnel host using username and ssh key",
-                "type": "string",
-                "const": "SSH_KEY_AUTH",
-                "order": 0
-              },
-              "tunnel_host": {
-                "title": "SSH Tunnel Jump Server Host",
-                "description": "Hostname of the jump server host that allows inbound ssh tunnel.",
-                "type": "string",
-                "order": 1
-              },
-              "tunnel_port": {
-                "title": "SSH Connection Port",
-                "description": "Port on the proxy/jump server that accepts inbound ssh connections.",
-                "type": "integer",
-                "minimum": 0,
-                "maximum": 65536,
-                "default": 22,
-                "examples": ["22"],
-                "order": 2
-              },
-              "tunnel_user": {
-                "title": "SSH Login Username",
-                "description": "OS-level username for logging into the jump server host.",
-                "type": "string",
-                "order": 3
-              },
-              "ssh_key": {
-                "title": "SSH Private Key",
-                "description": "OS-level user account ssh key credentials in RSA PEM format ( created with ssh-keygen -t rsa -m PEM -f myuser_rsa )",
-                "type": "string",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 4
-              }
-            }
-          },
-          {
-            "title": "Password Authentication",
-            "required": [
-              "tunnel_method",
-              "tunnel_host",
-              "tunnel_port",
-              "tunnel_user",
-              "tunnel_user_password"
-            ],
-            "properties": {
-              "tunnel_method": {
-                "description": "Connect through a jump server tunnel host using username and password authentication",
-                "type": "string",
-                "const": "SSH_PASSWORD_AUTH",
-                "order": 0
-              },
-              "tunnel_host": {
-                "title": "SSH Tunnel Jump Server Host",
-                "description": "Hostname of the jump server host that allows inbound ssh tunnel.",
-                "type": "string",
-                "order": 1
-              },
-              "tunnel_port": {
-                "title": "SSH Connection Port",
-                "description": "Port on the proxy/jump server that accepts inbound ssh connections.",
-                "type": "integer",
-                "minimum": 0,
-                "maximum": 65536,
-                "default": 22,
-                "examples": ["22"],
-                "order": 2
-              },
-              "tunnel_user": {
-                "title": "SSH Login Username",
-                "description": "OS-level username for logging into the jump server host",
-                "type": "string",
-                "order": 3
-              },
-              "tunnel_user_password": {
-                "title": "Password",
-                "description": "OS-level password for logging into the jump server host",
-                "type": "string",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          }
-        ]
-      }
-    },
-    "groups": [
-      {
-        "id": "db"
-      },
-      {
-        "id": "auth"
-      },
-      {
-        "id": "security",
-        "title": "Security"
-      },
-      {
-        "id": "advanced",
-        "title": "Advanced"
-      }
-    ]
-  },
-  "supported_destination_sync_modes": []
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/expected_spec.json b/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/expected_spec.json
deleted file mode 100644
index 0324d934428f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test-integration/resources/expected_spec.json
+++ /dev/null
@@ -1,479 +0,0 @@
-{
-  "documentationUrl": "https://docs.airbyte.com/integrations/sources/postgres",
-  "connectionSpecification": {
-    "$schema": "http://json-schema.org/draft-07/schema#",
-    "title": "Postgres Source Spec",
-    "type": "object",
-    "required": ["host", "port", "database", "username"],
-    "properties": {
-      "host": {
-        "title": "Host",
-        "description": "Hostname of the database.",
-        "type": "string",
-        "order": 0,
-        "group": "db"
-      },
-      "port": {
-        "title": "Port",
-        "description": "Port of the database.",
-        "type": "integer",
-        "minimum": 0,
-        "maximum": 65536,
-        "default": 5432,
-        "examples": ["5432"],
-        "order": 1,
-        "group": "db"
-      },
-      "database": {
-        "title": "Database Name",
-        "description": "Name of the database.",
-        "type": "string",
-        "order": 2,
-        "group": "db"
-      },
-      "schemas": {
-        "title": "Schemas",
-        "description": "The list of schemas (case sensitive) to sync from. Defaults to public.",
-        "type": "array",
-        "items": {
-          "type": "string"
-        },
-        "minItems": 0,
-        "uniqueItems": true,
-        "default": ["public"],
-        "order": 3,
-        "group": "db"
-      },
-      "username": {
-        "title": "Username",
-        "description": "Username to access the database.",
-        "type": "string",
-        "order": 4,
-        "group": "auth"
-      },
-      "password": {
-        "title": "Password",
-        "description": "Password associated with the username.",
-        "type": "string",
-        "airbyte_secret": true,
-        "order": 5,
-        "group": "auth",
-        "always_show": true
-      },
-      "jdbc_url_params": {
-        "description": "Additional properties to pass to the JDBC URL string when connecting to the database formatted as 'key=value' pairs separated by the symbol '&'. (Eg. key1=value1&key2=value2&key3=value3). For more information read about <a href=\"https://jdbc.postgresql.org/documentation/head/connect.html\">JDBC URL parameters</a>.",
-        "title": "JDBC URL Parameters (Advanced)",
-        "type": "string",
-        "order": 6,
-        "group": "advanced",
-        "pattern_descriptor": "key1=value1&key2=value2"
-      },
-      "ssl_mode": {
-        "title": "SSL Modes",
-        "description": "SSL connection modes. \n  Read more <a href=\"https://jdbc.postgresql.org/documentation/head/ssl-client.html\"> in the docs</a>.",
-        "type": "object",
-        "order": 8,
-        "group": "security",
-        "oneOf": [
-          {
-            "title": "disable",
-            "additionalProperties": true,
-            "description": "Disables encryption of communication between Airbyte and source database.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "disable",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "allow",
-            "additionalProperties": true,
-            "description": "Enables encryption only when required by the source database.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "allow",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "prefer",
-            "additionalProperties": true,
-            "description": "Allows unencrypted connection only if the source database does not support encryption.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "prefer",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "require",
-            "additionalProperties": true,
-            "description": "Always require encryption. If the source database server does not support encryption, connection will fail.",
-            "required": ["mode"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "require",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "verify-ca",
-            "additionalProperties": true,
-            "description": "Always require encryption and verifies that the source database server has a valid SSL certificate.",
-            "required": ["mode", "ca_certificate"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "verify-ca",
-                "order": 0
-              },
-              "ca_certificate": {
-                "type": "string",
-                "title": "CA Certificate",
-                "description": "CA certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 1
-              },
-              "client_certificate": {
-                "type": "string",
-                "title": "Client Certificate",
-                "description": "Client certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 2,
-                "always_show": true
-              },
-              "client_key": {
-                "type": "string",
-                "title": "Client Key",
-                "description": "Client key",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 3,
-                "always_show": true
-              },
-              "client_key_password": {
-                "type": "string",
-                "title": "Client key password",
-                "description": "Password for keystorage. If you do not add it - the password will be generated automatically.",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          },
-          {
-            "title": "verify-full",
-            "additionalProperties": true,
-            "description": "This is the most secure mode. Always require encryption and verifies the identity of the source database server.",
-            "required": ["mode", "ca_certificate"],
-            "properties": {
-              "mode": {
-                "type": "string",
-                "const": "verify-full",
-                "order": 0
-              },
-              "ca_certificate": {
-                "type": "string",
-                "title": "CA Certificate",
-                "description": "CA certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 1
-              },
-              "client_certificate": {
-                "type": "string",
-                "title": "Client Certificate",
-                "description": "Client certificate",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 2,
-                "always_show": true
-              },
-              "client_key": {
-                "type": "string",
-                "title": "Client Key",
-                "description": "Client key",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 3,
-                "always_show": true
-              },
-              "client_key_password": {
-                "type": "string",
-                "title": "Client key password",
-                "description": "Password for keystorage. If you do not add it - the password will be generated automatically.",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          }
-        ]
-      },
-      "replication_method": {
-        "type": "object",
-        "title": "Update Method",
-        "description": "Configures how data is extracted from the database.",
-        "order": 9,
-        "group": "advanced",
-        "default": "CDC",
-        "display_type": "radio",
-        "oneOf": [
-          {
-            "title": "Read Changes using Write-Ahead Log (CDC)",
-            "description": "<i>Recommended</i> - Incrementally reads new inserts, updates, and deletes using the Postgres <a href=\"https://docs.airbyte.com/integrations/sources/postgres/#cdc\">write-ahead log (WAL)</a>. This needs to be configured on the source database itself. Recommended for tables of any size.",
-            "required": ["method", "replication_slot", "publication"],
-            "additionalProperties": true,
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "CDC",
-                "order": 1
-              },
-              "plugin": {
-                "type": "string",
-                "title": "Plugin",
-                "description": "A logical decoding plugin installed on the PostgreSQL server.",
-                "enum": ["pgoutput"],
-                "default": "pgoutput",
-                "order": 2
-              },
-              "replication_slot": {
-                "type": "string",
-                "title": "Replication Slot",
-                "description": "A plugin logical replication slot. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres#step-3-create-replication-slot\">replication slots</a>.",
-                "order": 3
-              },
-              "publication": {
-                "type": "string",
-                "title": "Publication",
-                "description": "A Postgres publication used for consuming changes. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres#step-4-create-publications-and-replication-identities-for-tables\">publications and replication identities</a>.",
-                "order": 4
-              },
-              "initial_waiting_seconds": {
-                "type": "integer",
-                "title": "Initial Waiting Time in Seconds (Advanced)",
-                "description": "The amount of time the connector will wait when it launches to determine if there is new data to sync or not. Defaults to 1200 seconds. Valid range: 120 seconds to 2400 seconds. Read about <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-setting-up-initial-cdc-waiting-time\">initial waiting time</a>.",
-                "default": 1200,
-                "order": 5,
-                "min": 120,
-                "max": 2400
-              },
-              "queue_size": {
-                "type": "integer",
-                "title": "Size of the queue (Advanced)",
-                "description": "The size of the internal queue. This may interfere with memory consumption and efficiency of the connector, please be careful.",
-                "default": 10000,
-                "order": 6,
-                "min": 1000,
-                "max": 10000
-              },
-              "lsn_commit_behaviour": {
-                "type": "string",
-                "title": "LSN commit behaviour",
-                "description": "Determines when Airbyte should flush the LSN of processed WAL logs in the source database. `After loading Data in the destination` is default. If `While reading Data` is selected, in case of a downstream failure (while loading data into the destination), next sync would result in a full sync.",
-                "enum": [
-                  "While reading Data",
-                  "After loading Data in the destination"
-                ],
-                "default": "After loading Data in the destination",
-                "order": 7
-              },
-              "heartbeat_action_query": {
-                "type": "string",
-                "title": "Debezium heartbeat query (Advanced)",
-                "description": "Specifies a query that the connector executes on the source database when the connector sends a heartbeat message. Please see the <a href=\"https://docs.airbyte.com/integrations/sources/postgres/postgres-troubleshooting#advanced-wal-disk-consumption-and-heartbeat-action-query\">setup guide</a> for how and when to configure this setting.",
-                "default": "",
-                "order": 8
-              },
-              "invalid_cdc_cursor_position_behavior": {
-                "type": "string",
-                "title": "Invalid CDC position behavior (Advanced)",
-                "description": "Determines whether Airbyte should fail or re-sync data in case of an stale/invalid cursor value into the WAL. If 'Fail sync' is chosen, a user will have to manually reset the connection before being able to continue syncing data. If 'Re-sync data' is chosen, Airbyte will automatically trigger a refresh but could lead to higher cloud costs and data loss.",
-                "enum": ["Fail sync", "Re-sync data"],
-                "default": "Fail sync",
-                "order": 9
-              },
-              "initial_load_timeout_hours": {
-                "type": "integer",
-                "title": "Initial Load Timeout in Hours (Advanced)",
-                "description": "The amount of time an initial load is allowed to continue for before catching up on CDC logs.",
-                "default": 8,
-                "min": 4,
-                "max": 24,
-                "order": 10
-              }
-            }
-          },
-          {
-            "title": "Detect Changes with Xmin System Column",
-            "description": "<i>Recommended</i> - Incrementally reads new inserts and updates via Postgres <a href=\"https://docs.airbyte.com/integrations/sources/postgres/#xmin\">Xmin system column</a>. Suitable for databases that have low transaction pressure.",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Xmin",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "Scan Changes with User Defined Cursor",
-            "description": "Incrementally detects new inserts and updates using the <a href=\"https://docs.airbyte.com/understanding-airbyte/connections/incremental-append/#user-defined-cursor\">cursor column</a> chosen when configuring a connection (e.g. created_at, updated_at).",
-            "required": ["method"],
-            "properties": {
-              "method": {
-                "type": "string",
-                "const": "Standard",
-                "order": 8
-              }
-            }
-          }
-        ]
-      },
-      "tunnel_method": {
-        "type": "object",
-        "title": "SSH Tunnel Method",
-        "description": "Whether to initiate an SSH tunnel before connecting to the database, and if so, which kind of authentication to use.",
-        "group": "security",
-        "oneOf": [
-          {
-            "title": "No Tunnel",
-            "required": ["tunnel_method"],
-            "properties": {
-              "tunnel_method": {
-                "description": "No ssh tunnel needed to connect to database",
-                "type": "string",
-                "const": "NO_TUNNEL",
-                "order": 0
-              }
-            }
-          },
-          {
-            "title": "SSH Key Authentication",
-            "required": [
-              "tunnel_method",
-              "tunnel_host",
-              "tunnel_port",
-              "tunnel_user",
-              "ssh_key"
-            ],
-            "properties": {
-              "tunnel_method": {
-                "description": "Connect through a jump server tunnel host using username and ssh key",
-                "type": "string",
-                "const": "SSH_KEY_AUTH",
-                "order": 0
-              },
-              "tunnel_host": {
-                "title": "SSH Tunnel Jump Server Host",
-                "description": "Hostname of the jump server host that allows inbound ssh tunnel.",
-                "type": "string",
-                "order": 1
-              },
-              "tunnel_port": {
-                "title": "SSH Connection Port",
-                "description": "Port on the proxy/jump server that accepts inbound ssh connections.",
-                "type": "integer",
-                "minimum": 0,
-                "maximum": 65536,
-                "default": 22,
-                "examples": ["22"],
-                "order": 2
-              },
-              "tunnel_user": {
-                "title": "SSH Login Username",
-                "description": "OS-level username for logging into the jump server host.",
-                "type": "string",
-                "order": 3
-              },
-              "ssh_key": {
-                "title": "SSH Private Key",
-                "description": "OS-level user account ssh key credentials in RSA PEM format ( created with ssh-keygen -t rsa -m PEM -f myuser_rsa )",
-                "type": "string",
-                "airbyte_secret": true,
-                "multiline": true,
-                "order": 4
-              }
-            }
-          },
-          {
-            "title": "Password Authentication",
-            "required": [
-              "tunnel_method",
-              "tunnel_host",
-              "tunnel_port",
-              "tunnel_user",
-              "tunnel_user_password"
-            ],
-            "properties": {
-              "tunnel_method": {
-                "description": "Connect through a jump server tunnel host using username and password authentication",
-                "type": "string",
-                "const": "SSH_PASSWORD_AUTH",
-                "order": 0
-              },
-              "tunnel_host": {
-                "title": "SSH Tunnel Jump Server Host",
-                "description": "Hostname of the jump server host that allows inbound ssh tunnel.",
-                "type": "string",
-                "order": 1
-              },
-              "tunnel_port": {
-                "title": "SSH Connection Port",
-                "description": "Port on the proxy/jump server that accepts inbound ssh connections.",
-                "type": "integer",
-                "minimum": 0,
-                "maximum": 65536,
-                "default": 22,
-                "examples": ["22"],
-                "order": 2
-              },
-              "tunnel_user": {
-                "title": "SSH Login Username",
-                "description": "OS-level username for logging into the jump server host",
-                "type": "string",
-                "order": 3
-              },
-              "tunnel_user_password": {
-                "title": "Password",
-                "description": "OS-level password for logging into the jump server host",
-                "type": "string",
-                "airbyte_secret": true,
-                "order": 4
-              }
-            }
-          }
-        ]
-      }
-    },
-    "groups": [
-      {
-        "id": "db"
-      },
-      {
-        "id": "auth"
-      },
-      {
-        "id": "security",
-        "title": "Security"
-      },
-      {
-        "id": "advanced",
-        "title": "Advanced"
-      }
-    ]
-  },
-  "supported_destination_sync_modes": []
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CdcPostgresSourceLegacyCtidTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CdcPostgresSourceLegacyCtidTest.java
deleted file mode 100644
index 068c5a0cc979..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CdcPostgresSourceLegacyCtidTest.java
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import org.junit.jupiter.api.Disabled;
-import org.junit.jupiter.api.Order;
-
-@Order(2)
-public class CdcPostgresSourceLegacyCtidTest extends CdcPostgresSourceTest {
-
-  @Override
-  protected void setBaseImage() {
-    this.postgresImage = BaseImage.POSTGRES_12;
-  }
-
-  @Override
-  @Disabled("https://github.com/airbytehq/airbyte/issues/35267")
-  public void newTableSnapshotTest() {
-
-  }
-
-  @Override
-  @Disabled("https://github.com/airbytehq/airbyte/issues/35267")
-  public void syncShouldIncrementLSN() {
-
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CdcPostgresSourceTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CdcPostgresSourceTest.java
deleted file mode 100644
index 4fb349fa4302..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CdcPostgresSourceTest.java
+++ /dev/null
@@ -1,1024 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_DURATION_PROPERTY;
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_RECORDS_PROPERTY;
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_DELETED_AT;
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_LSN;
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_UPDATED_AT;
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.FAIL_SYNC_OPTION;
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.RESYNC_DATA_OPTION;
-import static io.airbyte.integrations.source.postgres.ctid.CtidStateManager.STATE_TYPE_KEY;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.USE_TEST_CHUNK_SIZE;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertNotEquals;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
-import static org.junit.jupiter.api.Assertions.assertNull;
-import static org.junit.jupiter.api.Assertions.assertThrows;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableList;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
-import com.google.common.collect.Streams;
-import io.airbyte.cdk.db.PgLsn;
-import io.airbyte.cdk.db.factory.DataSourceFactory;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.DefaultJdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.debezium.CdcSourceTest;
-import io.airbyte.cdk.integrations.debezium.CdcTargetPosition;
-import io.airbyte.cdk.integrations.util.ConnectorExceptionUtil;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.util.AutoCloseableIterator;
-import io.airbyte.commons.util.AutoCloseableIterators;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.integrations.source.postgres.cdc.PostgresCdcTargetPosition;
-import io.airbyte.integrations.source.postgres.cdc.PostgresDebeziumStateUtil;
-import io.airbyte.integrations.source.postgres.cdc.PostgresReplicationConnection;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteConnectionStatus;
-import io.airbyte.protocol.models.v0.AirbyteGlobalState;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.Collections;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Objects;
-import java.util.Optional;
-import java.util.Set;
-import java.util.concurrent.atomic.AtomicLong;
-import java.util.stream.Collectors;
-import javax.sql.DataSource;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Order;
-import org.junit.jupiter.api.Test;
-
-@Order(1)
-@edu.umd.cs.findbugs.annotations.SuppressWarnings(value = "NP_NULL_ON_SOME_PATH")
-public class CdcPostgresSourceTest extends CdcSourceTest<PostgresSource, PostgresTestDatabase> {
-
-  protected BaseImage postgresImage;
-
-  protected void setBaseImage() {
-    this.postgresImage = getServerImage();
-  }
-
-  @Override
-  protected void assertExpectedStateMessageCountMatches(final List<? extends AirbyteStateMessage> stateMessages, long totalCount) {
-    AtomicLong count = new AtomicLong(0L);
-    stateMessages.stream().forEach(stateMessage -> count.addAndGet(stateMessage.getSourceStats().getRecordCount().longValue()));
-    assertEquals(totalCount, count.get());
-  }
-
-  @Override
-  protected PostgresTestDatabase createTestDatabase() {
-    setBaseImage();
-    return PostgresTestDatabase.in(this.postgresImage, ContainerModifier.CONF).withReplicationSlot();
-  }
-
-  @Override
-  protected PostgresSource source() {
-    return new PostgresSource();
-  }
-
-  @Override
-  protected boolean supportResumableFullRefresh() {
-    return true;
-  }
-
-  @Override
-  protected JsonNode config() {
-    return testdb.testConfigBuilder()
-        .withSchemas(modelsSchema(), modelsSchema() + "_random")
-        .withoutSsl()
-        .withCdcReplication("After loading Data in the destination", RESYNC_DATA_OPTION)
-        .with(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1)
-        .with("heartbeat_action_query", "")
-        .build();
-  }
-
-  @Override
-  protected void addIsResumableFlagForNonPkTable(final AirbyteStream stream) {
-    stream.setIsResumable(true);
-  }
-
-  @Override
-  @BeforeEach
-  protected void setup() {
-    super.setup();
-    testdb.withPublicationForAllTables();
-  }
-
-  // For legacy Postgres we will call advanceLsn() after we retrieved target LSN, so that debezium
-  // would not drop any record.
-  // However, that might cause unexpected state and cause failure in the test. Thus we need to bypass
-  // some check if they are on legacy postgres
-  // versions.
-  private boolean isOnLegacyPostgres() {
-    return postgresImage.majorVersion < 15;
-  }
-
-  @Test
-  void testDebugMode() {
-    final JsonNode invalidDebugConfig = testdb.testConfigBuilder()
-        .withSchemas(modelsSchema(), modelsSchema() + "_random")
-        .withoutSsl()
-        .withCdcReplication("While reading Data", RESYNC_DATA_OPTION)
-        .with(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1)
-        .with("debug_mode", true)
-        .build();
-    final ConfiguredAirbyteCatalog configuredCatalog = Jsons.clone(getConfiguredCatalog());
-    assertThrows(ConfigErrorException.class, () -> source().read(invalidDebugConfig, configuredCatalog, null));
-  }
-
-  @Test
-  void testCheckReplicationAccessSuperUserPrivilege() throws Exception {
-    final var cleanUserSuperName = testdb.withNamespace("super_user");
-    testdb
-        .with("CREATE USER %s PASSWORD '%s';", cleanUserSuperName, testdb.getPassword())
-        .with("ALTER USER %s SUPERUSER;", cleanUserSuperName)
-        .onClose("DROP OWNED BY %s;", cleanUserSuperName)
-        .onClose("DROP USER %s;", cleanUserSuperName);
-    final JsonNode testConfig = config();
-    ((ObjectNode) testConfig).put(JdbcUtils.USERNAME_KEY, cleanUserSuperName);
-    final AirbyteConnectionStatus status = source().check(testConfig);
-    assertEquals(AirbyteConnectionStatus.Status.SUCCEEDED, status.getStatus());
-  }
-
-  @Test
-  void testCheckReplicationAccessReplicationPrivilege() throws Exception {
-    final var cleanUserReplicationName = testdb.withNamespace("replication_user");
-    testdb
-        .with("CREATE USER %s PASSWORD '%s';", cleanUserReplicationName, testdb.getPassword())
-        .with("ALTER USER %s REPLICATION;", cleanUserReplicationName)
-        // the following GRANT statements guarantees check will not fail at table permission check stage
-        .with("GRANT SELECT ON ALL TABLES IN SCHEMA %s TO %s;", modelsSchema(), cleanUserReplicationName)
-        .with("GRANT USAGE ON SCHEMA %s TO %s;", modelsSchema(), cleanUserReplicationName)
-        .with("GRANT SELECT ON ALL TABLES IN SCHEMA %s TO %s;", randomSchema(), cleanUserReplicationName)
-        .with("GRANT USAGE ON SCHEMA %s TO %s;", randomSchema(), cleanUserReplicationName)
-        .onClose("DROP OWNED BY %s;", cleanUserReplicationName)
-        .onClose("DROP USER %s;", cleanUserReplicationName);
-    final JsonNode testConfig = config();
-    ((ObjectNode) testConfig).put(JdbcUtils.USERNAME_KEY, cleanUserReplicationName);
-    final AirbyteConnectionStatus status = source().check(testConfig);
-    assertEquals(AirbyteConnectionStatus.Status.SUCCEEDED, status.getStatus());
-  }
-
-  @Test
-  void testCheckWithoutReplicationPermission() throws Exception {
-    final var cleanUserVanillaName = testdb.withNamespace("vanilla_user");
-    testdb
-        .with("CREATE USER %s PASSWORD '%s';", cleanUserVanillaName, testdb.getPassword())
-        // the following GRANT statements guarantees check will not fail at table permission check stage
-        .with("GRANT SELECT ON ALL TABLES IN SCHEMA %s TO %s;", modelsSchema(), cleanUserVanillaName)
-        .with("GRANT USAGE ON SCHEMA %s TO %s;", modelsSchema(), cleanUserVanillaName)
-        .with("GRANT SELECT ON ALL TABLES IN SCHEMA %s TO %s;", randomSchema(), cleanUserVanillaName)
-        .with("GRANT USAGE ON SCHEMA %s TO %s;", randomSchema(), cleanUserVanillaName)
-        .onClose("DROP OWNED BY %s;", cleanUserVanillaName)
-        .onClose("DROP USER %s;", cleanUserVanillaName);
-    final JsonNode testConfig = config();
-    ((ObjectNode) testConfig).put(JdbcUtils.USERNAME_KEY, cleanUserVanillaName);
-    final AirbyteConnectionStatus status = source().check(testConfig);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertEquals(String.format(ConnectorExceptionUtil.COMMON_EXCEPTION_MESSAGE_TEMPLATE,
-        String.format(PostgresReplicationConnection.REPLICATION_PRIVILEGE_ERROR_MESSAGE, testConfig.get("username").asText())),
-        status.getMessage());
-  }
-
-  @Test
-  void testCheckWithoutPublication() throws Exception {
-    testdb.query(ctx -> ctx.execute("DROP PUBLICATION " + testdb.getPublicationName() + ";"));
-    final AirbyteConnectionStatus status = source().check(config());
-    assertEquals(status.getStatus(), AirbyteConnectionStatus.Status.FAILED);
-    testdb.query(ctx -> ctx.execute("CREATE PUBLICATION " + testdb.getPublicationName() + " FOR ALL TABLES;"));
-  }
-
-  @Test
-  void testCheckWithoutReplicationSlot() throws Exception {
-    testdb.query(ctx -> ctx.execute("SELECT pg_drop_replication_slot('" + testdb.getReplicationSlotName() + "');"));
-    final AirbyteConnectionStatus status = source().check(config());
-    assertEquals(status.getStatus(), AirbyteConnectionStatus.Status.FAILED);
-    testdb.query(ctx -> ctx.execute("SELECT pg_create_logical_replication_slot('" + testdb.getReplicationSlotName() + "', 'pgoutput');"));
-  }
-
-  @Override
-  protected void assertExpectedStateMessages(final List<? extends AirbyteStateMessage> stateMessages) {
-    assertEquals(7, stateMessages.size());
-    assertStateTypes(stateMessages, 4);
-  }
-
-  @Override
-  protected void assertExpectedStateMessagesForRecordsProducedDuringAndAfterSync(final List<? extends AirbyteStateMessage> stateAfterFirstBatch) {
-    assertEquals(27, stateAfterFirstBatch.size());
-    assertStateTypes(stateAfterFirstBatch, 24);
-  }
-
-  private void assertStateTypes(final List<? extends AirbyteStateMessage> stateMessages, final int indexTillWhichExpectCtidState) {
-    JsonNode sharedState = null;
-    for (int i = 0; i < stateMessages.size(); i++) {
-      final AirbyteStateMessage stateMessage = stateMessages.get(i);
-      assertEquals(AirbyteStateType.GLOBAL, stateMessage.getType());
-      final AirbyteGlobalState global = stateMessage.getGlobal();
-      assertNotNull(global.getSharedState());
-      if (Objects.isNull(sharedState)) {
-        sharedState = global.getSharedState();
-      } else {
-        // This validation is only true for versions on or after postgres 15. We execute
-        // EPHEMERAL_HEARTBEAT_CREATE_STATEMENTS for earlier versions of
-        // Postgres. See https://github.com/airbytehq/airbyte/pull/33605 for details.
-        if (!isOnLegacyPostgres()) {
-          assertEquals(sharedState, global.getSharedState());
-        }
-      }
-      assertEquals(1, global.getStreamStates().size());
-      final AirbyteStreamState streamState = global.getStreamStates().get(0);
-      if (i <= indexTillWhichExpectCtidState) {
-        assertTrue(streamState.getStreamState().has(STATE_TYPE_KEY));
-        assertEquals("ctid", streamState.getStreamState().get(STATE_TYPE_KEY).asText());
-      } else {
-        assertFalse(streamState.getStreamState().has(STATE_TYPE_KEY));
-      }
-    }
-  }
-
-  @Override
-  protected void validateStreamStateInResumableFullRefresh(final JsonNode streamStateToBeTested) {
-    assertEquals("ctid", streamStateToBeTested.get("state_type").asText());
-  }
-
-  @Override
-  protected void assertStateMessagesForNewTableSnapshotTest(final List<? extends AirbyteStateMessage> stateMessages,
-                                                            final AirbyteStateMessage stateMessageEmittedAfterFirstSyncCompletion) {
-    // First message emitted in the WASS case is a CDC state message. This should have a different
-    // global state (LSN) as compared to the previous
-    // finishing state. The streams in snapshot phase should be the one that is completed at that point.
-    assertEquals(7, stateMessages.size(), stateMessages.toString());
-    final AirbyteStateMessage cdcStateMessage = stateMessages.get(0);
-    assertNotEquals(stateMessageEmittedAfterFirstSyncCompletion.getGlobal().getSharedState(), cdcStateMessage.getGlobal().getSharedState());
-    Set<StreamDescriptor> streamsInSnapshotState = cdcStateMessage.getGlobal().getStreamStates()
-        .stream()
-        .map(AirbyteStreamState::getStreamDescriptor)
-        .collect(Collectors.toSet());
-    assertEquals(1, streamsInSnapshotState.size());
-    assertTrue(streamsInSnapshotState.contains(new StreamDescriptor().withName(MODELS_STREAM_NAME).withNamespace(modelsSchema())));
-
-    for (int i = 1; i <= 5; i++) {
-      final AirbyteStateMessage stateMessage = stateMessages.get(i);
-      // Shared state should not be the same as the first (CDC) state message as it should not change in
-      // initial sync.
-      assertEquals(cdcStateMessage.getGlobal().getSharedState(), stateMessage.getGlobal().getSharedState());
-      streamsInSnapshotState.clear();
-      streamsInSnapshotState = stateMessage.getGlobal().getStreamStates()
-          .stream()
-          .map(AirbyteStreamState::getStreamDescriptor)
-          .collect(Collectors.toSet());
-      assertEquals(2, streamsInSnapshotState.size());
-      assertTrue(
-          streamsInSnapshotState.contains(new StreamDescriptor().withName(MODELS_STREAM_NAME + "_random").withNamespace(randomSchema())));
-      assertTrue(streamsInSnapshotState.contains(new StreamDescriptor().withName(MODELS_STREAM_NAME).withNamespace(modelsSchema())));
-
-      stateMessage.getGlobal().getStreamStates().forEach(s -> {
-        final JsonNode streamState = s.getStreamState();
-        if (s.getStreamDescriptor().equals(new StreamDescriptor().withName(MODELS_STREAM_NAME + "_random").withNamespace(randomSchema()))) {
-          assertEquals("ctid", streamState.get(STATE_TYPE_KEY).asText());
-        } else if (s.getStreamDescriptor().equals(new StreamDescriptor().withName(MODELS_STREAM_NAME).withNamespace(modelsSchema()))) {
-          assertFalse(streamState.has(STATE_TYPE_KEY));
-        } else {
-          throw new RuntimeException("Unknown stream");
-        }
-      });
-    }
-
-    // The last message emitted should indicate that initial PK load has finished for both streams.
-    final AirbyteStateMessage stateMessageEmittedAfterSecondSyncCompletion = stateMessages.get(6);
-    assertEquals(AirbyteStateType.GLOBAL, stateMessageEmittedAfterSecondSyncCompletion.getType());
-    assertEquals(cdcStateMessage.getGlobal().getSharedState(),
-        stateMessageEmittedAfterSecondSyncCompletion.getGlobal().getSharedState());
-    streamsInSnapshotState.clear();
-    streamsInSnapshotState = stateMessageEmittedAfterSecondSyncCompletion.getGlobal().getStreamStates()
-        .stream()
-        .map(AirbyteStreamState::getStreamDescriptor)
-        .collect(Collectors.toSet());
-    assertEquals(2, streamsInSnapshotState.size());
-    assertTrue(
-        streamsInSnapshotState.contains(new StreamDescriptor().withName(MODELS_STREAM_NAME + "_random").withNamespace(randomSchema())));
-    assertTrue(streamsInSnapshotState.contains(new StreamDescriptor().withName(MODELS_STREAM_NAME).withNamespace(modelsSchema())));
-    stateMessageEmittedAfterSecondSyncCompletion.getGlobal().getStreamStates().forEach(s -> {
-      final JsonNode streamState = s.getStreamState();
-      assertFalse(streamState.has(STATE_TYPE_KEY));
-    });
-  }
-
-  @Test
-  public void testTwoStreamSync() throws Exception {
-    final ConfiguredAirbyteCatalog configuredCatalog = Jsons.clone(getConfiguredCatalog());
-
-    final List<JsonNode> MODEL_RECORDS_2 = ImmutableList.of(
-        Jsons.jsonNode(ImmutableMap.of(COL_ID, 110, COL_MAKE_ID, 1, COL_MODEL, "Fiesta-2")),
-        Jsons.jsonNode(ImmutableMap.of(COL_ID, 120, COL_MAKE_ID, 1, COL_MODEL, "Focus-2")),
-        Jsons.jsonNode(ImmutableMap.of(COL_ID, 130, COL_MAKE_ID, 1, COL_MODEL, "Ranger-2")),
-        Jsons.jsonNode(ImmutableMap.of(COL_ID, 140, COL_MAKE_ID, 2, COL_MODEL, "GLA-2")),
-        Jsons.jsonNode(ImmutableMap.of(COL_ID, 150, COL_MAKE_ID, 2, COL_MODEL, "A 220-2")),
-        Jsons.jsonNode(ImmutableMap.of(COL_ID, 160, COL_MAKE_ID, 2, COL_MODEL, "E 350-2")));
-
-    testdb.with(createTableSqlFmt(), modelsSchema(), MODELS_STREAM_NAME + "_2",
-        columnClause(ImmutableMap.of(COL_ID, "INTEGER", COL_MAKE_ID, "INTEGER", COL_MODEL, "VARCHAR(200)"), Optional.of(COL_ID)));
-
-    for (final JsonNode recordJson : MODEL_RECORDS_2) {
-      writeRecords(recordJson, modelsSchema(), MODELS_STREAM_NAME + "_2", COL_ID,
-          COL_MAKE_ID, COL_MODEL);
-    }
-
-    final ConfiguredAirbyteStream airbyteStream = new ConfiguredAirbyteStream()
-        .withStream(CatalogHelpers.createAirbyteStream(
-            MODELS_STREAM_NAME + "_2",
-            modelsSchema(),
-            Field.of(COL_ID, JsonSchemaType.INTEGER),
-            Field.of(COL_MAKE_ID, JsonSchemaType.INTEGER),
-            Field.of(COL_MODEL, JsonSchemaType.STRING))
-            .withSupportedSyncModes(
-                Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of(COL_ID))));
-    airbyteStream.setSyncMode(SyncMode.INCREMENTAL);
-
-    final List<ConfiguredAirbyteStream> streams = configuredCatalog.getStreams();
-    streams.add(airbyteStream);
-    configuredCatalog.withStreams(streams);
-
-    final AutoCloseableIterator<AirbyteMessage> read1 = source().read(config(), configuredCatalog, null);
-    final List<AirbyteMessage> actualRecords1 = AutoCloseableIterators.toListAndClose(read1);
-
-    final Set<AirbyteRecordMessage> recordMessages1 = extractRecordMessages(actualRecords1);
-    final List<AirbyteStateMessage> stateMessages1 = extractStateMessages(actualRecords1);
-    assertEquals(13, stateMessages1.size());
-    JsonNode sharedState = null;
-    StreamDescriptor firstStreamInState = null;
-    for (int i = 0; i < stateMessages1.size(); i++) {
-      final AirbyteStateMessage stateMessage = stateMessages1.get(i);
-      assertEquals(AirbyteStateType.GLOBAL, stateMessage.getType());
-      final AirbyteGlobalState global = stateMessage.getGlobal();
-      assertNotNull(global.getSharedState());
-      if (Objects.isNull(sharedState)) {
-        sharedState = global.getSharedState();
-      } else {
-        // LSN will be advanced for postgres version before 15. See
-        // https://github.com/airbytehq/airbyte/pull/33605
-        if (!isOnLegacyPostgres()) {
-          assertEquals(sharedState, global.getSharedState());
-        }
-      }
-
-      if (Objects.isNull(firstStreamInState)) {
-        assertEquals(1, global.getStreamStates().size());
-        firstStreamInState = global.getStreamStates().get(0).getStreamDescriptor();
-      }
-
-      if (i <= 4) {
-        // First 4 state messages are ctid state
-        assertEquals(1, global.getStreamStates().size());
-        final AirbyteStreamState streamState = global.getStreamStates().get(0);
-        assertTrue(streamState.getStreamState().has(STATE_TYPE_KEY));
-        assertEquals("ctid", streamState.getStreamState().get(STATE_TYPE_KEY).asText());
-      } else if (i == 5) {
-        // 5th state message is the final state message emitted for the stream
-        assertEquals(1, global.getStreamStates().size());
-        final AirbyteStreamState streamState = global.getStreamStates().get(0);
-        assertFalse(streamState.getStreamState().has(STATE_TYPE_KEY));
-      } else if (i <= 10) {
-        // 6th to 10th is the ctid state message for the 2nd stream but final state message for 1st stream
-        assertEquals(2, global.getStreamStates().size());
-        final StreamDescriptor finalFirstStreamInState = firstStreamInState;
-        global.getStreamStates().forEach(c -> {
-          if (c.getStreamDescriptor().equals(finalFirstStreamInState)) {
-            assertFalse(c.getStreamState().has(STATE_TYPE_KEY));
-          } else {
-            assertTrue(c.getStreamState().has(STATE_TYPE_KEY));
-            assertEquals("ctid", c.getStreamState().get(STATE_TYPE_KEY).asText());
-          }
-        });
-      } else {
-        // last 2 state messages don't contain ctid info cause ctid sync should be complete
-        assertEquals(2, global.getStreamStates().size());
-        global.getStreamStates().forEach(c -> assertFalse(c.getStreamState().has(STATE_TYPE_KEY)));
-      }
-    }
-
-    final Set<String> names = new HashSet<>(STREAM_NAMES);
-    names.add(MODELS_STREAM_NAME + "_2");
-    assertExpectedRecords(Streams.concat(MODEL_RECORDS_2.stream(), MODEL_RECORDS.stream())
-        .collect(Collectors.toSet()),
-        recordMessages1,
-        names,
-        names,
-        modelsSchema());
-
-    assertEquals(new StreamDescriptor().withName(MODELS_STREAM_NAME).withNamespace(modelsSchema()), firstStreamInState);
-
-    // Triggering a sync with a ctid state for 1 stream and complete state for other stream
-    final AutoCloseableIterator<AirbyteMessage> read2 = source()
-        .read(config(), configuredCatalog, Jsons.jsonNode(Collections.singletonList(stateMessages1.get(6))));
-    final List<AirbyteMessage> actualRecords2 = AutoCloseableIterators.toListAndClose(read2);
-
-    final List<AirbyteStateMessage> stateMessages2 = extractStateMessages(actualRecords2);
-
-    assertEquals(6, stateMessages2.size());
-    for (int i = 0; i < stateMessages2.size(); i++) {
-      final AirbyteStateMessage stateMessage = stateMessages2.get(i);
-      assertEquals(AirbyteStateType.GLOBAL, stateMessage.getType());
-      final AirbyteGlobalState global = stateMessage.getGlobal();
-      assertNotNull(global.getSharedState());
-      assertEquals(2, global.getStreamStates().size());
-
-      if (i <= 4) {
-        final StreamDescriptor finalFirstStreamInState = firstStreamInState;
-        global.getStreamStates().forEach(c -> {
-          // First 5 state messages are ctid state for the stream that didn't complete ctid sync the first
-          // time
-          if (c.getStreamDescriptor().equals(finalFirstStreamInState)) {
-            assertFalse(c.getStreamState().has(STATE_TYPE_KEY));
-          } else {
-            assertTrue(c.getStreamState().has(STATE_TYPE_KEY));
-            assertEquals("ctid", c.getStreamState().get(STATE_TYPE_KEY).asText());
-          }
-        });
-      } else {
-        // last state messages doesn't contain ctid info cause ctid sync should be complete
-        global.getStreamStates().forEach(c -> assertFalse(c.getStreamState().has(STATE_TYPE_KEY)));
-      }
-    }
-
-    final Set<AirbyteRecordMessage> recordMessages2 = extractRecordMessages(actualRecords2);
-    assertEquals(5, recordMessages2.size());
-    assertExpectedRecords(new HashSet<>(MODEL_RECORDS_2.subList(1, MODEL_RECORDS_2.size())),
-        recordMessages2,
-        names,
-        names,
-        modelsSchema());
-  }
-
-  @Override
-  protected void assertExpectedStateMessagesForNoData(final List<? extends AirbyteStateMessage> stateMessages) {
-    assertEquals(2, stateMessages.size());
-  }
-
-  @Override
-  protected void assertExpectedStateMessagesFromIncrementalSync(final List<? extends AirbyteStateMessage> stateMessages) {
-    assertEquals(1, stateMessages.size());
-    assertNotNull(stateMessages.get(0).getData());
-  }
-
-  @Override
-  protected PostgresCdcTargetPosition cdcLatestTargetPosition() {
-    final JdbcDatabase database = new DefaultJdbcDatabase(
-        DataSourceFactory.create(
-            config().get(JdbcUtils.USERNAME_KEY).asText(),
-            config().get(JdbcUtils.PASSWORD_KEY).asText(),
-            DatabaseDriver.POSTGRESQL.getDriverClassName(),
-            String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-                config().get(JdbcUtils.HOST_KEY).asText(),
-                config().get(JdbcUtils.PORT_KEY).asInt(),
-                config().get(JdbcUtils.DATABASE_KEY).asText())));
-
-    return PostgresCdcTargetPosition.targetPosition(database);
-  }
-
-  @Override
-  protected PostgresCdcTargetPosition extractPosition(final JsonNode record) {
-    return new PostgresCdcTargetPosition(PgLsn.fromLong(record.get(CDC_LSN).asLong()));
-  }
-
-  @Override
-  protected void assertNullCdcMetaData(final JsonNode data) {
-    assertNull(data.get(CDC_LSN));
-    assertNull(data.get(CDC_UPDATED_AT));
-    assertNull(data.get(CDC_DELETED_AT));
-  }
-
-  @Override
-  protected void assertCdcMetaData(final JsonNode data, final boolean deletedAtNull) {
-    assertNotNull(data.get(CDC_LSN));
-    assertNotNull(data.get(CDC_UPDATED_AT));
-    if (deletedAtNull) {
-      assertTrue(data.get(CDC_DELETED_AT).isNull());
-    } else {
-      assertFalse(data.get(CDC_DELETED_AT).isNull());
-    }
-  }
-
-  @Override
-  protected void removeCDCColumns(final ObjectNode data) {
-    data.remove(CDC_LSN);
-    data.remove(CDC_UPDATED_AT);
-    data.remove(CDC_DELETED_AT);
-  }
-
-  @Override
-  protected void addCdcMetadataColumns(final AirbyteStream stream) {
-    final ObjectNode jsonSchema = (ObjectNode) stream.getJsonSchema();
-    final ObjectNode properties = (ObjectNode) jsonSchema.get("properties");
-
-    final JsonNode stringType = Jsons.jsonNode(ImmutableMap.of("type", "string"));
-    final JsonNode numberType = Jsons.jsonNode(ImmutableMap.of("type", "number"));
-    properties.set(CDC_LSN, numberType);
-    properties.set(CDC_UPDATED_AT, stringType);
-    properties.set(CDC_DELETED_AT, stringType);
-
-  }
-
-  @Override
-  protected void addCdcDefaultCursorField(final AirbyteStream stream) {
-    stream.setDefaultCursorField(ImmutableList.of(CDC_LSN));
-  }
-
-  @Test
-  void testDiscoverFiltersNonPublication() throws Exception {
-    // Drop the default publication (which is created for all tables). Create a publication for the
-    // models table. By default,
-    // the tests create a modelsSchema().models table and modelsSchema()_random.models_random
-    // table. We
-    // will create a publication
-    // for one of the tests and assert that both streams end up in the catalog. However, the stream that
-    // is not associated with
-    // a publication should only have SyncMode.FULL_REFRESH as a supported sync mode.
-    testdb.query(ctx -> ctx.execute("DROP PUBLICATION " + testdb.getPublicationName() + ";"));
-    testdb
-        .query(ctx -> ctx.execute(String.format("CREATE PUBLICATION " + testdb.getPublicationName() + " FOR TABLE %s.%s", modelsSchema(), "models")));
-
-    final AirbyteCatalog catalog = source().discover(config());
-    assertEquals(catalog.getStreams().size(), 2);
-    final AirbyteStream streamInPublication =
-        catalog.getStreams().stream().filter(stream -> stream.getName().equals("models")).findFirst().get();
-    final AirbyteStream streamNotInPublication =
-        catalog.getStreams().stream().filter(stream -> !stream.getName().equals("models")).findFirst().get();
-
-    // The stream that has an associated publication should have support for source-defined incremental
-    // sync.
-    assertEquals(streamInPublication.getSupportedSyncModes(), List.of(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL));
-    assertFalse(streamInPublication.getSourceDefinedPrimaryKey().isEmpty());
-    assertTrue(streamInPublication.getSourceDefinedCursor());
-
-    // The stream that does not have an associated publication should not have support for
-    // source-defined incremental sync.
-    assertEquals(streamNotInPublication.getSupportedSyncModes(), List.of(SyncMode.FULL_REFRESH));
-    assertFalse(streamNotInPublication.getSourceDefinedPrimaryKey().isEmpty());
-    assertTrue(streamNotInPublication.getSourceDefinedCursor());
-    testdb.query(ctx -> ctx.execute("DROP PUBLICATION " + testdb.getPublicationName() + ";"));
-    testdb.query(ctx -> ctx.execute("CREATE PUBLICATION " + testdb.getPublicationName() + " FOR ALL TABLES"));
-  }
-
-  @Test
-  public void testTableWithTimestampColDefault() throws Exception {
-    createAndPopulateTimestampTable();
-    final AirbyteCatalog catalog = new AirbyteCatalog().withStreams(List.of(
-        CatalogHelpers.createAirbyteStream("time_stamp_table", modelsSchema(),
-            Field.of("id", JsonSchemaType.NUMBER),
-            Field.of("name", JsonSchemaType.STRING),
-            Field.of("created_at", JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of("id")))));
-    final ConfiguredAirbyteCatalog configuredCatalog = CatalogHelpers
-        .toDefaultConfiguredCatalog(catalog);
-
-    // set all streams to incremental.
-    configuredCatalog.getStreams().forEach(s -> s.setSyncMode(SyncMode.INCREMENTAL));
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = source()
-        .read(config(), configuredCatalog, null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessages(dataFromFirstBatch);
-    assertExpectedStateMessages(stateAfterFirstBatch);
-    final Set<AirbyteRecordMessage> recordsFromFirstBatch = extractRecordMessages(
-        dataFromFirstBatch);
-
-    assertEquals(6, recordsFromFirstBatch.size());
-  }
-
-  private void createAndPopulateTimestampTable() {
-    testdb.with(createTableSqlFmt(), modelsSchema(), "time_stamp_table",
-        columnClause(ImmutableMap.of("id", "INTEGER", "name", "VARCHAR(200)", "created_at", "TIMESTAMPTZ NOT NULL DEFAULT NOW()"),
-            Optional.of("id")));
-    final List<JsonNode> timestampRecords = ImmutableList.of(
-        Jsons
-            .jsonNode(ImmutableMap
-                .of("id", 11000, "name", "blah1")),
-        Jsons.jsonNode(ImmutableMap
-            .of("id", 12000, "name", "blah2")),
-        Jsons
-            .jsonNode(ImmutableMap
-                .of("id", 13000, "name", "blah3")),
-        Jsons.jsonNode(ImmutableMap
-            .of("id", 14000, "name", "blah4")),
-        Jsons.jsonNode(ImmutableMap
-            .of("id", 15000, "name", "blah5")),
-        Jsons
-            .jsonNode(ImmutableMap
-                .of("id", 16000, "name", "blah6")));
-    for (final JsonNode recordJson : timestampRecords) {
-      testdb.with("INSERT INTO %s.%s (%s, %s) VALUES (%s, '%s');", modelsSchema(), "time_stamp_table",
-          "id", "name",
-          recordJson.get("id").asInt(), recordJson.get("name").asText());
-    }
-  }
-
-  @Test
-  void testSyncShouldFailPurgedLogs() throws Exception {
-    final int recordsToCreate = 20;
-
-    final JsonNode config = testdb.testConfigBuilder()
-        .withSchemas(modelsSchema(), modelsSchema() + "_random")
-        .withoutSsl()
-        .withCdcReplication("While reading Data", FAIL_SYNC_OPTION)
-        .with(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1)
-        .build();
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = source()
-        .read(config, getConfiguredCatalog(), null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessages(dataFromFirstBatch);
-    assertExpectedStateMessages(stateAfterFirstBatch);
-    // second batch of records again 20 being created
-    bulkInsertRecords(recordsToCreate);
-
-    // Extract the last state message
-    final JsonNode state = Jsons.jsonNode(Collections.singletonList(stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1)));
-    final AutoCloseableIterator<AirbyteMessage> secondBatchIterator = source()
-        .read(config, getConfiguredCatalog(), state);
-    final List<AirbyteMessage> dataFromSecondBatch = AutoCloseableIterators
-        .toListAndClose(secondBatchIterator);
-    final List<AirbyteStateMessage> stateAfterSecondBatch = extractStateMessages(dataFromSecondBatch);
-    assertExpectedStateMessagesFromIncrementalSync(stateAfterSecondBatch);
-
-    for (int recordsCreated = 0; recordsCreated < 1; recordsCreated++) {
-      final JsonNode record =
-          Jsons.jsonNode(ImmutableMap
-              .of(COL_ID, 400 + recordsCreated, COL_MAKE_ID, 1, COL_MODEL,
-                  "H-" + recordsCreated));
-      writeModelRecord(record);
-    }
-
-    // Triggering sync with the first sync's state only which would mimic a scenario that the second
-    // sync failed on destination end, and we didn't save state
-    assertThrows(ConfigErrorException.class, () -> source().read(config, getConfiguredCatalog(), state));
-  }
-
-  @Test
-  protected void syncShouldHandlePurgedLogsGracefully() throws Exception {
-
-    final int recordsToCreate = 20;
-
-    final JsonNode config = testdb.testConfigBuilder()
-        .withSchemas(modelsSchema(), modelsSchema() + "_random")
-        .withoutSsl()
-        .withCdcReplication()
-        .with(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1)
-        .build();
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = source()
-        .read(config, getConfiguredCatalog(), null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessages(dataFromFirstBatch);
-    assertExpectedStateMessages(stateAfterFirstBatch);
-    // second batch of records again 20 being created
-    bulkInsertRecords(recordsToCreate);
-
-    PostgresDebeziumStateUtil.disposeInitialState();
-    // Extract the last state message
-    final JsonNode state = Jsons.jsonNode(Collections.singletonList(stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1)));
-    final AutoCloseableIterator<AirbyteMessage> secondBatchIterator = source()
-        .read(config, getConfiguredCatalog(), state);
-    final List<AirbyteMessage> dataFromSecondBatch = AutoCloseableIterators
-        .toListAndClose(secondBatchIterator);
-    final List<AirbyteStateMessage> stateAfterSecondBatch = extractStateMessages(dataFromSecondBatch);
-    assertExpectedStateMessagesFromIncrementalSync(stateAfterSecondBatch);
-
-    for (int recordsCreated = 0; recordsCreated < 1; recordsCreated++) {
-      final JsonNode record =
-          Jsons.jsonNode(ImmutableMap
-              .of(COL_ID, 400 + recordsCreated, COL_MAKE_ID, 1, COL_MODEL,
-                  "H-" + recordsCreated));
-      writeModelRecord(record);
-    }
-
-    PostgresDebeziumStateUtil.disposeInitialState();
-    // Triggering sync with the first sync's state only which would mimic a scenario that the second
-    // sync failed on destination end, and we didn't save state
-    final AutoCloseableIterator<AirbyteMessage> thirdBatchIterator = source()
-        .read(config, getConfiguredCatalog(), state);
-
-    final List<AirbyteMessage> dataFromThirdBatch = AutoCloseableIterators
-        .toListAndClose(thirdBatchIterator);
-
-    final List<AirbyteStateMessage> stateAfterThirdBatch = extractStateMessages(dataFromThirdBatch);
-    assertStateForSyncShouldHandlePurgedLogsGracefully(stateAfterThirdBatch);
-    final Set<AirbyteRecordMessage> recordsFromThirdBatch = extractRecordMessages(
-        dataFromThirdBatch);
-
-    assertEquals(MODEL_RECORDS.size() + recordsToCreate + 1, recordsFromThirdBatch.size());
-  }
-
-  protected void assertStateForSyncShouldHandlePurgedLogsGracefully(final List<AirbyteStateMessage> stateMessages) {
-    assertEquals(28, stateMessages.size());
-    assertStateTypes(stateMessages, 25);
-  }
-
-  @Test
-  void testReachedTargetPosition() {
-    final PostgresCdcTargetPosition ctp = cdcLatestTargetPosition();
-    final PgLsn target = ctp.targetLsn;
-    assertTrue(ctp.reachedTargetPosition(target.asLong() + 1));
-    assertTrue(ctp.reachedTargetPosition(target.asLong()));
-    assertFalse(ctp.reachedTargetPosition(target.asLong() - 1));
-    assertFalse(ctp.reachedTargetPosition((Long) null));
-  }
-
-  @Test
-  protected void syncShouldIncrementLSN() throws Exception {
-    final int recordsToCreate = 20;
-    final var postgresSource = source();
-
-    final DataSource dataSource = DataSourceFactory.create(
-        config().get(JdbcUtils.USERNAME_KEY).asText(),
-        config().get(JdbcUtils.PASSWORD_KEY).asText(),
-        DatabaseDriver.POSTGRESQL.getDriverClassName(),
-        String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-            config().get(JdbcUtils.HOST_KEY).asText(),
-            config().get(JdbcUtils.PORT_KEY).asInt(),
-            config().get(JdbcUtils.DATABASE_KEY).asText()));
-
-    final JdbcDatabase defaultJdbcDatabase = new DefaultJdbcDatabase(dataSource);
-
-    final Long replicationSlotAtTheBeginning = PgLsn.fromPgString(
-        postgresSource.getReplicationSlot(defaultJdbcDatabase, config()).get(0).get("confirmed_flush_lsn").asText()).asLong();
-
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = postgresSource
-        .read(config(), getConfiguredCatalog(), null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessages(dataFromFirstBatch);
-
-    final Long replicationSlotAfterFirstSync = PgLsn.fromPgString(
-        postgresSource.getReplicationSlot(defaultJdbcDatabase, config()).get(0).get("confirmed_flush_lsn").asText()).asLong();
-
-    // First sync should not make any change to the replication slot status
-    assertLsnPositionForSyncShouldIncrementLSN(replicationSlotAtTheBeginning, replicationSlotAfterFirstSync, 1);
-
-    // second batch of records again 20 being created
-    bulkInsertRecords(recordsToCreate);
-
-    final JsonNode stateAfterFirstSync = Jsons.jsonNode(Collections.singletonList(stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1)));
-    final AutoCloseableIterator<AirbyteMessage> secondBatchIterator = postgresSource
-        .read(config(), getConfiguredCatalog(), stateAfterFirstSync);
-    final List<AirbyteMessage> dataFromSecondBatch = AutoCloseableIterators
-        .toListAndClose(secondBatchIterator);
-    final List<AirbyteStateMessage> stateAfterSecondBatch = extractStateMessages(dataFromSecondBatch);
-    assertExpectedStateMessagesFromIncrementalSync(stateAfterSecondBatch);
-
-    final Long replicationSlotAfterSecondSync = PgLsn.fromPgString(
-        postgresSource.getReplicationSlot(defaultJdbcDatabase, config()).get(0).get("confirmed_flush_lsn").asText()).asLong();
-
-    // Second sync should move the replication slot ahead
-    assertLsnPositionForSyncShouldIncrementLSN(replicationSlotAfterFirstSync, replicationSlotAfterSecondSync, 2);
-
-    for (int recordsCreated = 0; recordsCreated < 1; recordsCreated++) {
-      final JsonNode record =
-          Jsons.jsonNode(ImmutableMap
-              .of(COL_ID, 400 + recordsCreated, COL_MAKE_ID, 1, COL_MODEL,
-                  "H-" + recordsCreated));
-      writeModelRecord(record);
-    }
-
-    // Triggering sync with the first sync's state only which would mimic a scenario that the second
-    // sync failed on destination end, and we didn't save state
-    final AutoCloseableIterator<AirbyteMessage> thirdBatchIterator = postgresSource
-        .read(config(), getConfiguredCatalog(), stateAfterFirstSync);
-    final List<AirbyteMessage> dataFromThirdBatch = AutoCloseableIterators
-        .toListAndClose(thirdBatchIterator);
-
-    final List<AirbyteStateMessage> stateAfterThirdBatch = extractStateMessages(dataFromThirdBatch);
-    assertExpectedStateMessagesFromIncrementalSync(stateAfterThirdBatch);
-    final Set<AirbyteRecordMessage> recordsFromThirdBatch = extractRecordMessages(
-        dataFromThirdBatch);
-
-    final Long replicationSlotAfterThirdSync = PgLsn.fromPgString(
-        postgresSource.getReplicationSlot(defaultJdbcDatabase, config()).get(0).get("confirmed_flush_lsn").asText()).asLong();
-
-    // Since we used the state, no change should happen to the replication slot
-    assertEquals(replicationSlotAfterSecondSync, replicationSlotAfterThirdSync);
-    assertEquals(recordsToCreate + 1, recordsFromThirdBatch.size());
-
-    for (int recordsCreated = 0; recordsCreated < 1; recordsCreated++) {
-      final JsonNode record =
-          Jsons.jsonNode(ImmutableMap
-              .of(COL_ID, 500 + recordsCreated, COL_MAKE_ID, 1, COL_MODEL,
-                  "H-" + recordsCreated));
-      writeModelRecord(record);
-    }
-
-    final AutoCloseableIterator<AirbyteMessage> fourthBatchIterator = postgresSource
-        .read(config(), getConfiguredCatalog(),
-            Jsons.jsonNode(Collections.singletonList(stateAfterThirdBatch.get(stateAfterThirdBatch.size() - 1))));
-    final List<AirbyteMessage> dataFromFourthBatch = AutoCloseableIterators
-        .toListAndClose(fourthBatchIterator);
-
-    final List<AirbyteStateMessage> stateAfterFourthBatch = extractStateMessages(dataFromFourthBatch);
-    assertExpectedStateMessagesFromIncrementalSync(stateAfterFourthBatch);
-    final Set<AirbyteRecordMessage> recordsFromFourthBatch = extractRecordMessages(
-        dataFromFourthBatch);
-
-    final Long replicationSlotAfterFourthSync = PgLsn.fromPgString(
-        postgresSource.getReplicationSlot(defaultJdbcDatabase, config()).get(0).get("confirmed_flush_lsn").asText()).asLong();
-
-    // Fourth sync should again move the replication slot ahead
-    assertEquals(1, replicationSlotAfterFourthSync.compareTo(replicationSlotAfterThirdSync));
-    assertEquals(1, recordsFromFourthBatch.size());
-  }
-
-  protected void assertLsnPositionForSyncShouldIncrementLSN(final Long lsnPosition1,
-                                                            final Long lsnPosition2,
-                                                            final int syncNumber) {
-    if (syncNumber == 1) {
-      assertEquals(1, lsnPosition2.compareTo(lsnPosition1));
-    } else if (syncNumber == 2) {
-      // Earlier Postgres version will advance lsn even if there is no sync records. See
-      // https://github.com/airbytehq/airbyte/pull/33605.
-      if (!isOnLegacyPostgres()) {
-        assertEquals(0, lsnPosition2.compareTo(lsnPosition1));
-      }
-    } else {
-      throw new RuntimeException("Unknown sync number " + syncNumber);
-    }
-  }
-
-  /**
-   * This test verifies that multiple states are sent during the CDC process based on number of
-   * records. We can ensure that more than one `STATE` type of message is sent, but we are not able to
-   * assert the exact number of messages sent as depends on Debezium.
-   *
-   * @throws Exception Exception happening in the test.
-   */
-  @Test
-  protected void verifyCheckpointStatesByRecords() throws Exception {
-    // We require a huge amount of records, otherwise Debezium will notify directly the last offset.
-    final int recordsToCreate = 20000;
-
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = source()
-        .read(config(), getConfiguredCatalog(), null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-    final List<AirbyteStateMessage> stateMessages = extractStateMessages(dataFromFirstBatch);
-
-    // As first `read` operation is from snapshot, it would generate only one state message at the end
-    // of the process.
-    assertExpectedStateMessages(stateMessages);
-    bulkInsertRecords(recordsToCreate);
-
-    final JsonNode stateAfterFirstSync = Jsons.jsonNode(Collections.singletonList(stateMessages.get(stateMessages.size() - 1)));
-    final AutoCloseableIterator<AirbyteMessage> secondBatchIterator = source()
-        .read(config(), getConfiguredCatalog(), stateAfterFirstSync);
-    final List<AirbyteMessage> dataFromSecondBatch = AutoCloseableIterators
-        .toListAndClose(secondBatchIterator);
-    assertEquals(recordsToCreate, extractRecordMessages(dataFromSecondBatch).size());
-    final List<AirbyteStateMessage> stateMessagesCDC = extractStateMessages(dataFromSecondBatch);
-    // We expect only one cdc state message, as all the records are inserted in a single transaction.
-    // Since
-    // lsn_commit only increases with a new transaction, we expect only one state message.
-    assertTrue(stateMessagesCDC.size() == 1, "Generated only the final state.");
-    assertEquals(stateMessagesCDC.size(), stateMessagesCDC.stream().distinct().count(), "There are duplicated states.");
-  }
-
-  /**
-   * This test verifies that multiple states are sent during the CDC process based on time ranges. We
-   * can ensure that more than one `STATE` type of message is sent, but we are not able to assert the
-   * exact number of messages sent as depends on Debezium.
-   *
-   * @throws Exception Exception happening in the test.
-   */
-  @Test
-  protected void verifyCheckpointStatesBySeconds() throws Exception {
-    // We require a huge amount of records, otherwise Debezium will notify directly the last offset.
-    final int recordsToCreate = 40000;
-
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = source()
-        .read(config(), getConfiguredCatalog(), null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-    final List<AirbyteStateMessage> stateMessages = extractStateMessages(dataFromFirstBatch);
-
-    // As first `read` operation is from snapshot, it would generate only one state message at the end
-    // of the process.
-    assertExpectedStateMessages(stateMessages);
-    bulkInsertRecords(recordsToCreate);
-
-    final JsonNode config = config();
-    ((ObjectNode) config).put(SYNC_CHECKPOINT_DURATION_PROPERTY, 1);
-    ((ObjectNode) config).put(SYNC_CHECKPOINT_RECORDS_PROPERTY, 100_000);
-
-    final JsonNode stateAfterFirstSync = Jsons.jsonNode(Collections.singletonList(stateMessages.get(stateMessages.size() - 1)));
-    final AutoCloseableIterator<AirbyteMessage> secondBatchIterator = source()
-        .read(config, getConfiguredCatalog(), stateAfterFirstSync);
-    final List<AirbyteMessage> dataFromSecondBatch = AutoCloseableIterators
-        .toListAndClose(secondBatchIterator);
-
-    assertEquals(recordsToCreate, extractRecordMessages(dataFromSecondBatch).size());
-    final List<AirbyteStateMessage> stateMessagesCDC = extractStateMessages(dataFromSecondBatch);
-    // We expect only one cdc state message, as all the records are inserted in a single transaction.
-    // Since
-    // lsn_commit only increases with a new transaction, we expect only one state message.
-    assertTrue(stateMessagesCDC.size() == 1, "Generated only the final state.");
-    assertEquals(stateMessagesCDC.size(), stateMessagesCDC.stream().distinct().count(), "There are duplicated states.");
-  }
-
-  /**
-   * This test is setup to force
-   * {@link io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIterator} create multiple
-   * pages
-   */
-  @Test
-  protected void ctidIteratorPageSizeTest() throws Exception {
-    final int recordsToCreate = 25_000;
-    final Set<Integer> expectedIds = new HashSet<>();
-    MODEL_RECORDS.forEach(c -> expectedIds.add(c.get(COL_ID).asInt()));
-
-    bulkInsertRecords(recordsToCreate);
-    for (int recordsCreated = 0; recordsCreated < recordsToCreate; recordsCreated++) {
-      final int id = 200 + recordsCreated;
-      expectedIds.add(id);
-    }
-
-    /**
-     * Setting the property to make the
-     * {@link io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIterator} use smaller page
-     * size of 8KB instead of default 1GB This allows us to make sure that the iterator logic works with
-     * multiple pages (sub queries)
-     */
-    final JsonNode config = config();
-    ((ObjectNode) config).put(USE_TEST_CHUNK_SIZE, true);
-    final AutoCloseableIterator<AirbyteMessage> firstBatchIterator = source()
-        .read(config, getConfiguredCatalog(), null);
-    final List<AirbyteMessage> dataFromFirstBatch = AutoCloseableIterators
-        .toListAndClose(firstBatchIterator);
-
-    final Set<AirbyteRecordMessage> airbyteRecordMessages = extractRecordMessages(dataFromFirstBatch);
-    assertEquals(recordsToCreate + MODEL_RECORDS.size(), airbyteRecordMessages.size());
-
-    airbyteRecordMessages.forEach(c -> {
-      assertTrue(expectedIds.contains(c.getData().get(COL_ID).asInt()));
-      expectedIds.remove(c.getData().get(COL_ID).asInt());
-    });
-  }
-
-  private void bulkInsertRecords(final int recordsToCreate) {
-    testdb.with("""
-                INSERT INTO %s.%s (%s, %s, %s)
-                SELECT
-                  200 + generate_series AS id,
-                  1 AS make_id,
-                  'F-' || generate_series AS model
-                FROM generate_series(0, %d - 1);
-                """,
-        modelsSchema(), MODELS_STREAM_NAME,
-        COL_ID, COL_MAKE_ID, COL_MODEL,
-        recordsToCreate);
-  }
-
-  @Override
-  protected void compareTargetPositionFromTheRecordsWithTargetPostionGeneratedBeforeSync(final CdcTargetPosition targetPosition,
-                                                                                         final AirbyteRecordMessage record) {
-    // The LSN from records should be either equal or grater than the position value before the sync
-    // started.
-    // The current Write-Ahead Log (WAL) position can move ahead even without any data modifications
-    // (INSERT, UPDATE, DELETE)
-    // The start and end of transactions, even read-only ones, are recorded in the WAL. So, simply
-    // starting and committing a transaction can cause the WAL location to move forward.
-    // Periodic checkpoints, which write dirty pages from memory to disk to ensure database consistency,
-    // generate WAL records. Checkpoints happen even if there are no active data modifications
-    assert targetPosition instanceof PostgresCdcTargetPosition;
-    assertTrue(extractPosition(record.getData()).targetLsn.compareTo(((PostgresCdcTargetPosition) targetPosition).targetLsn) >= 0);
-  }
-
-  protected static BaseImage getServerImage() {
-    return BaseImage.POSTGRES_16;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CloudDeploymentPostgresSourceTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CloudDeploymentPostgresSourceTest.java
deleted file mode 100644
index 581e1d1dd1b9..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/CloudDeploymentPostgresSourceTest.java
+++ /dev/null
@@ -1,172 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.base.Source;
-import io.airbyte.cdk.integrations.base.adaptive.AdaptiveSourceRunner;
-import io.airbyte.cdk.integrations.base.ssh.SshBastionContainer;
-import io.airbyte.cdk.integrations.base.ssh.SshTunnel;
-import io.airbyte.commons.features.EnvVariableFeatureFlags;
-import io.airbyte.commons.features.FeatureFlagsWrapper;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.v0.AirbyteConnectionStatus;
-import java.util.List;
-import java.util.Map;
-import java.util.Objects;
-import org.junit.jupiter.api.AfterAll;
-import org.junit.jupiter.api.BeforeAll;
-import org.junit.jupiter.api.Test;
-import org.testcontainers.containers.Network;
-
-public class CloudDeploymentPostgresSourceTest {
-
-  static PostgresTestDatabase DB_NO_SSL_WITH_NETWORK, DB_WITH_SSL, DB_WITH_SSL_WITH_NETWORK;
-  static SshBastionContainer BASTION_NO_SSL, BASTION_WITH_SSL;
-  static Network NETWORK_NO_SSL, NETWORK_WITH_SSL;
-
-  @BeforeAll
-  static void setupContainers() {
-    DB_NO_SSL_WITH_NETWORK = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.NETWORK);
-    NETWORK_NO_SSL = DB_NO_SSL_WITH_NETWORK.getContainer().getNetwork();
-    BASTION_NO_SSL = new SshBastionContainer();
-    BASTION_NO_SSL.initAndStartBastion(NETWORK_NO_SSL);
-
-    DB_WITH_SSL = PostgresTestDatabase.in(BaseImage.POSTGRES_SSL_DEV, ContainerModifier.SSL);
-
-    DB_WITH_SSL_WITH_NETWORK = PostgresTestDatabase.in(BaseImage.POSTGRES_SSL_DEV, ContainerModifier.SSL, ContainerModifier.NETWORK);
-    NETWORK_WITH_SSL = DB_WITH_SSL_WITH_NETWORK.getContainer().getNetwork();
-    BASTION_WITH_SSL = new SshBastionContainer();
-    BASTION_WITH_SSL.initAndStartBastion(NETWORK_WITH_SSL);
-  }
-
-  @AfterAll
-  static void tearDownContainers() {
-    BASTION_NO_SSL.stopAndClose();
-    BASTION_WITH_SSL.stopAndClose();
-    DB_NO_SSL_WITH_NETWORK.close();
-    DB_WITH_SSL_WITH_NETWORK.close();
-    DB_WITH_SSL.close();
-  }
-
-  private static final List<String> NON_STRICT_SSL_MODES = List.of("disable", "allow", "prefer");
-  private static final String SSL_MODE_REQUIRE = "require";
-
-  private Source source() {
-    PostgresSource source = new PostgresSource(FeatureFlagsWrapper.overridingDeploymentMode(
-        new EnvVariableFeatureFlags(), AdaptiveSourceRunner.CLOUD_MODE));
-    return PostgresSource.sshWrappedSource(source);
-  }
-
-  @Test
-  void testSSlModesDisableAllowPreferWithTunnelIfServerDoesNotSupportSSL() throws Exception {
-    for (final String sslmode : NON_STRICT_SSL_MODES) {
-      final AirbyteConnectionStatus connectionStatus = checkWithTunnel(DB_NO_SSL_WITH_NETWORK, BASTION_NO_SSL, sslmode);
-      assertEquals(AirbyteConnectionStatus.Status.SUCCEEDED, connectionStatus.getStatus());
-    }
-  }
-
-  @Test
-  void testSSlModesDisableAllowPreferWithTunnelIfServerSupportSSL() throws Exception {
-    for (final String sslmode : NON_STRICT_SSL_MODES) {
-      final AirbyteConnectionStatus connectionStatus = checkWithTunnel(DB_WITH_SSL_WITH_NETWORK, BASTION_WITH_SSL, sslmode);
-      assertEquals(AirbyteConnectionStatus.Status.SUCCEEDED, connectionStatus.getStatus());
-    }
-  }
-
-  @Test
-  void testSSlModesDisableAllowPreferWithFailedTunnelIfServerSupportSSL() throws Exception {
-    for (final String sslmode : NON_STRICT_SSL_MODES) {
-      final AirbyteConnectionStatus connectionStatus = checkWithTunnel(DB_WITH_SSL, BASTION_WITH_SSL, sslmode);
-      assertEquals(AirbyteConnectionStatus.Status.FAILED, connectionStatus.getStatus());
-      final String msg = connectionStatus.getMessage();
-      assertTrue(msg.matches(".*Connection is not available.*|.*The connection attempt failed.*"), msg);
-    }
-  }
-
-  @Test
-  void testSSlRequiredWithTunnelIfServerDoesNotSupportSSL() throws Exception {
-    final AirbyteConnectionStatus connectionStatus = checkWithTunnel(DB_NO_SSL_WITH_NETWORK, BASTION_NO_SSL, SSL_MODE_REQUIRE);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, connectionStatus.getStatus());
-    assertEquals("State code: 08004; Message: The server does not support SSL.", connectionStatus.getMessage());
-  }
-
-  @Test
-  void testSSlRequiredNoTunnelIfServerSupportSSL() throws Exception {
-    final JsonNode config = configBuilderWithSSLMode(DB_WITH_SSL, SSL_MODE_REQUIRE, false).build();
-    addNoTunnel((ObjectNode) config);
-    final AirbyteConnectionStatus connectionStatus = source().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.SUCCEEDED, connectionStatus.getStatus());
-  }
-
-  @Test
-  void testStrictSSLSecuredWithTunnel() throws Exception {
-    final AirbyteConnectionStatus connectionStatus = checkWithTunnel(DB_WITH_SSL_WITH_NETWORK, BASTION_WITH_SSL, SSL_MODE_REQUIRE);
-    assertEquals(AirbyteConnectionStatus.Status.SUCCEEDED, connectionStatus.getStatus());
-  }
-
-  private PostgresTestDatabase.PostgresConfigBuilder configBuilderWithSSLMode(
-                                                                              final PostgresTestDatabase db,
-                                                                              final String sslMode,
-                                                                              final boolean innerAddress) {
-    final var containerAddress = innerAddress
-        ? SshBastionContainer.getInnerContainerAddress(db.getContainer())
-        : SshBastionContainer.getOuterContainerAddress(db.getContainer());
-    return db.configBuilder()
-        .with(JdbcUtils.HOST_KEY, Objects.requireNonNull(containerAddress.left))
-        .with(JdbcUtils.PORT_KEY, containerAddress.right)
-        .withDatabase()
-        .withSchemas("public")
-        .withCredentials()
-        .with(JdbcUtils.SSL_MODE_KEY, Map.of(JdbcUtils.MODE_KEY, sslMode));
-  }
-
-  private JsonNode getMockedSSLConfig(final String sslMode) {
-    return Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.HOST_KEY, "test_host")
-        .put(JdbcUtils.PORT_KEY, 777)
-        .put(JdbcUtils.DATABASE_KEY, "test_db")
-        .put(JdbcUtils.USERNAME_KEY, "test_user")
-        .put(JdbcUtils.PASSWORD_KEY, "test_password")
-        .put(JdbcUtils.SSL_KEY, true)
-        .put(JdbcUtils.SSL_MODE_KEY, Map.of(JdbcUtils.MODE_KEY, sslMode))
-        .build());
-  }
-
-  @Test
-  void testSslModesUnsecuredNoTunnel() throws Exception {
-    for (final String sslMode : NON_STRICT_SSL_MODES) {
-      final JsonNode config = getMockedSSLConfig(sslMode);
-      addNoTunnel((ObjectNode) config);
-
-      final AirbyteConnectionStatus connectionStatus = source().check(config);
-      assertEquals(AirbyteConnectionStatus.Status.FAILED, connectionStatus.getStatus());
-      assertTrue(connectionStatus.getMessage().contains("Unsecured connection not allowed"), connectionStatus.getMessage());
-    }
-  }
-
-  private AirbyteConnectionStatus checkWithTunnel(final PostgresTestDatabase db, SshBastionContainer bastion, final String sslmode) throws Exception {
-    final var configWithSSLModeDisable = configBuilderWithSSLMode(db, sslmode, true)
-        .with("tunnel_method", bastion.getTunnelMethod(SshTunnel.TunnelMethod.SSH_PASSWORD_AUTH, false))
-        .with(JdbcUtils.JDBC_URL_PARAMS_KEY, "connectTimeout=1")
-        .build();
-    return source().check(configWithSSLModeDisable);
-  }
-
-  private static void addNoTunnel(final ObjectNode config) {
-    config.putIfAbsent("tunnel_method", Jsons.jsonNode(ImmutableMap.builder()
-        .put("tunnel_method", "NO_TUNNEL")
-        .build()));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresCatalogHelperTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresCatalogHelperTest.java
deleted file mode 100644
index ec51028ade3f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresCatalogHelperTest.java
+++ /dev/null
@@ -1,96 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.debezium.internals.DebeziumEventConverter.CDC_LSN;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import org.junit.jupiter.api.Test;
-import org.testcontainers.shaded.com.google.common.collect.ImmutableList;
-
-class PostgresCatalogHelperTest {
-
-  @Test
-  public void testRemoveIncrementalWithoutPk() {
-    // no primary key
-    final AirbyteStream noPrimaryKeyNoIncremental = new AirbyteStream()
-        .withSourceDefinedPrimaryKey(Collections.emptyList())
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH));
-    final AirbyteStream noPrimaryKeyWithIncremental = new AirbyteStream()
-        .withSourceDefinedPrimaryKey(Collections.emptyList())
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL));
-
-    assertEquals(noPrimaryKeyNoIncremental,
-        PostgresCatalogHelper.removeIncrementalWithoutPk(Jsons.clone(noPrimaryKeyWithIncremental)));
-    assertEquals(noPrimaryKeyNoIncremental,
-        PostgresCatalogHelper.removeIncrementalWithoutPk(Jsons.clone(noPrimaryKeyNoIncremental)));
-
-    // with primary key
-    final AirbyteStream withPrimaryKeyNoIncremental = new AirbyteStream()
-        .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH));
-    final AirbyteStream withPrimaryKeyWithIncremental = new AirbyteStream()
-        .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL));
-
-    assertEquals(withPrimaryKeyWithIncremental,
-        PostgresCatalogHelper.removeIncrementalWithoutPk(Jsons.clone(withPrimaryKeyWithIncremental)));
-    assertEquals(withPrimaryKeyNoIncremental,
-        PostgresCatalogHelper.removeIncrementalWithoutPk(Jsons.clone(withPrimaryKeyNoIncremental)));
-  }
-
-  @Test
-  public void testSetIncrementalToSourceDefined() {
-    final AirbyteStream withIncremental = new AirbyteStream()
-        .withSourceDefinedCursor(false)
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL));
-    assertTrue(PostgresCatalogHelper
-        .setIncrementalToSourceDefined(withIncremental)
-        .getSourceDefinedCursor());
-
-    final AirbyteStream noIncremental = new AirbyteStream()
-        .withSourceDefinedCursor(false)
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH));
-    assertFalse(PostgresCatalogHelper
-        .setIncrementalToSourceDefined(noIncremental)
-        .getSourceDefinedCursor());
-  }
-
-  @Test
-  public void testSetDefaultCursorFieldForCdc() {
-    final AirbyteStream cdcIncrementalStream = new AirbyteStream()
-        .withSourceDefinedCursor(true)
-        .withSupportedSyncModes(List.of(SyncMode.FULL_REFRESH));
-    PostgresCatalogHelper.setDefaultCursorFieldForCdc(cdcIncrementalStream);
-
-    assertTrue(cdcIncrementalStream.getSourceDefinedCursor());
-    assertEquals(cdcIncrementalStream.getDefaultCursorField(), ImmutableList.of(CDC_LSN));
-  }
-
-  @Test
-  public void testAddCdcMetadataColumns() {
-    final AirbyteStream before = new AirbyteStream()
-        .withJsonSchema(Jsons.jsonNode(Map.of("properties", Jsons.deserialize("{}"))));
-
-    final JsonNode properties = Jsons.jsonNode(Map.of(
-        "_ab_cdc_lsn", Jsons.jsonNode(Map.of("type", "number")),
-        "_ab_cdc_updated_at", Jsons.jsonNode(Map.of("type", "string")),
-        "_ab_cdc_deleted_at", Jsons.jsonNode(Map.of("type", "string"))));
-    final AirbyteStream after = new AirbyteStream()
-        .withJsonSchema(Jsons.jsonNode(Map.of("properties", properties)));
-
-    assertEquals(after, PostgresCatalogHelper.addCdcMetadataColumns(before));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresCdcGetPublicizedTablesTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresCdcGetPublicizedTablesTest.java
deleted file mode 100644
index 53aa3c39918d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresCdcGetPublicizedTablesTest.java
+++ /dev/null
@@ -1,72 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.cdk.db.jdbc.DefaultJdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import java.sql.SQLException;
-import java.util.Set;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-
-/**
- * This class tests the {@link PostgresCatalogHelper#getPublicizedTables} method.
- */
-class PostgresCdcGetPublicizedTablesTest {
-
-  private static final String SCHEMA_NAME = "public";
-  private PostgresTestDatabase testdb;
-
-  @BeforeEach
-  void setup() {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CONF)
-        .with("create table table_1 (id serial primary key, text_column text);")
-        .with("create table table_2 (id serial primary key, text_column text);")
-        .with("create table table_irrelevant (id serial primary key, text_column text);")
-        .withReplicationSlot();
-    // create a publication including table_1 and table_2, but not table_irrelevant
-    testdb = testdb
-        .with("CREATE PUBLICATION %s FOR TABLE table_1, table_2;", testdb.getPublicationName())
-        .onClose("DROP PUBLICATION %s CASCADE", testdb.getPublicationName());
-  }
-
-  @AfterEach
-  void tearDown() {
-    testdb.close();
-  }
-
-  private JsonNode getConfig() {
-    return testdb.testConfigBuilder().withSchemas(SCHEMA_NAME).withoutSsl().with("is_test", true).build();
-  }
-
-  @Test
-  public void testGetPublicizedTables() throws SQLException {
-    final JdbcDatabase database = new DefaultJdbcDatabase(testdb.getDslContext().diagnosticsDataSource());
-    // when source config does not exist
-    assertEquals(0, PostgresCatalogHelper.getPublicizedTables(database).size());
-
-    // when config is not cdc
-    database.setSourceConfig(getConfig());
-    assertEquals(0, PostgresCatalogHelper.getPublicizedTables(database).size());
-
-    // when config is cdc
-    final JsonNode cdcConfig =
-        testdb.testConfigBuilder().withSchemas(SCHEMA_NAME).withoutSsl().withCdcReplication().build();
-    database.setSourceConfig(cdcConfig);
-    final Set<AirbyteStreamNameNamespacePair> expectedTables = Set.of(
-        new AirbyteStreamNameNamespacePair("table_1", SCHEMA_NAME),
-        new AirbyteStreamNameNamespacePair("table_2", SCHEMA_NAME));
-    // table_irrelevant is not included because it is not part of the publication
-    assertEquals(expectedTables, PostgresCatalogHelper.getPublicizedTables(database));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresDebeziumStateUtilTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresDebeziumStateUtilTest.java
deleted file mode 100644
index 17ec13eab4da..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresDebeziumStateUtilTest.java
+++ /dev/null
@@ -1,261 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.cdk.db.PostgresUtils;
-import io.airbyte.cdk.db.factory.DataSourceFactory;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.DefaultJdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcDatabase;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.testutils.PostgreSQLContainerHelper;
-import io.airbyte.commons.io.IOs;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.string.Strings;
-import io.airbyte.integrations.source.postgres.cdc.PostgresDebeziumStateUtil;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.debezium.connector.postgresql.connection.Lsn;
-import java.sql.SQLException;
-import java.time.Instant;
-import java.util.List;
-import java.util.Map;
-import java.util.OptionalLong;
-import java.util.Properties;
-import org.junit.jupiter.api.Assertions;
-import org.junit.jupiter.api.Test;
-import org.junit.jupiter.params.ParameterizedTest;
-import org.junit.jupiter.params.provider.ValueSource;
-import org.testcontainers.containers.PostgreSQLContainer;
-import org.testcontainers.utility.DockerImageName;
-import org.testcontainers.utility.MountableFile;
-
-public class PostgresDebeziumStateUtilTest {
-
-  private static final JsonNode REPLICATION_METHOD = Jsons.jsonNode(ImmutableMap.builder()
-      .put("replication_slot", "replication_slot")
-      .put("publication", "publication")
-      .put("plugin", "pgoutput")
-      .build());
-
-  private static final JsonNode CONFIG = Jsons.jsonNode(ImmutableMap.builder()
-      .put(JdbcUtils.HOST_KEY, "host")
-      .put(JdbcUtils.PORT_KEY, "5432")
-      .put(JdbcUtils.DATABASE_KEY, "db_jagkjrgxhw")
-      .put(JdbcUtils.SCHEMAS_KEY, List.of("schema_1", "schema_2"))
-      .put(JdbcUtils.USERNAME_KEY, "username")
-      .put(JdbcUtils.PASSWORD_KEY, "password")
-      .put(JdbcUtils.SSL_KEY, false)
-      .put("replication_method", REPLICATION_METHOD)
-      .build());
-
-  // Lsn.valueOf("0/16CA330") = 23896880
-  // Lsn.valueOf("0/16CA368") = 23896936
-  private static final JsonNode REPLICATION_SLOT = Jsons.jsonNode(ImmutableMap.builder()
-      .put("confirmed_flush_lsn", "0/16CA368")
-      .put("restart_lsn", "0/16CA330")
-      .build());
-
-  private final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-
-  @ParameterizedTest
-  @ValueSource(strings = {
-    "{\"{\\\"schema\\\":null,\\\"payload\\\":[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]}\":\"{\\\"last_snapshot_record\\\":true,\\\"lsn\\\":23897640,\\\"txId\\\":505,\\\"ts_usec\\\":1659422332985000,\\\"snapshot\\\":true}\"}",
-    "{\"[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]}\":\"{\\\"last_snapshot_record\\\":true,\\\"lsn\\\":23897640,\\\"txId\\\":505,\\\"ts_usec\\\":1659422332985000,\\\"snapshot\\\":true}\"}",
-    "{\"[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]\":\"{\\\"transaction_id\\\":null,\\\"lsn\\\":23897640,\\\"txId\\\":505,\\\"ts_usec\\\":1677520006097984}\"}"})
-  public void stateGeneratedAfterSnapshotCompletionAfterReplicationSlot(final String cdcState) {
-    final JsonNode cdcStateAsJson = Jsons.deserialize(cdcState);
-
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(new Properties(),
-        new ConfiguredAirbyteCatalog(), cdcStateAsJson, CONFIG);
-    Assertions.assertTrue(savedOffset.isPresent());
-    Assertions.assertEquals(savedOffset.getAsLong(), 23897640L);
-
-    final boolean savedOffsetAfterReplicationSlotLSN = postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(REPLICATION_SLOT, savedOffset);
-    Assertions.assertTrue(savedOffsetAfterReplicationSlotLSN);
-  }
-
-  @ParameterizedTest
-  @ValueSource(strings = {
-    "{\"{\\\"schema\\\":null,\\\"payload\\\":[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]}\":\"{\\\"last_snapshot_record\\\":true,\\\"lsn\\\":23896935,\\\"txId\\\":505,\\\"ts_usec\\\":1659422332985000,\\\"snapshot\\\":true}\"}",
-    "{\"[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]}\":\"{\\\"last_snapshot_record\\\":true,\\\"lsn\\\":23896935,\\\"txId\\\":505,\\\"ts_usec\\\":1659422332985000,\\\"snapshot\\\":true}\"}",
-    "{\"[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]\":\"{\\\"transaction_id\\\":null,\\\"lsn\\\":23896935,\\\"txId\\\":505,\\\"ts_usec\\\":1677520006097984}\"}"})
-  public void stateGeneratedAfterSnapshotCompletionBeforeReplicationSlot(final String cdcState) {
-    final JsonNode cdcStateAsJson = Jsons.deserialize(cdcState);
-
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(new Properties(),
-        new ConfiguredAirbyteCatalog(), cdcStateAsJson, CONFIG);
-    Assertions.assertTrue(savedOffset.isPresent());
-    Assertions.assertEquals(savedOffset.getAsLong(), 23896935L);
-
-    final boolean savedOffsetAfterReplicationSlotLSN = postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(REPLICATION_SLOT, savedOffset);
-    Assertions.assertFalse(savedOffsetAfterReplicationSlotLSN);
-  }
-
-  @ParameterizedTest
-  @ValueSource(strings = {
-    "{\"{\\\"schema\\\":null,\\\"payload\\\":[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]}\":\"{\\\"transaction_id\\\":null,\\\"lsn_proc\\\":23901120,\\\"lsn_commit\\\":23901120,\\\"lsn\\\":23901120,\\\"txId\\\":525,\\\"ts_usec\\\":1659422649959099}\"}",
-    "{\"[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]\":\"{\\\"transaction_id\\\":null,\\\"lsn_proc\\\":23901120,\\\"lsn_commit\\\":23901120,\\\"lsn\\\":23901120,\\\"txId\\\":526,\\\"ts_usec\\\":1677531340598453}\"}"
-  })
-  public void stateGeneratedFromWalStreamingAfterReplicationSlot(final String cdcState) {
-    final JsonNode cdcStateAsJson = Jsons.deserialize(cdcState);
-
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(new Properties(),
-        new ConfiguredAirbyteCatalog(), cdcStateAsJson, CONFIG);
-    Assertions.assertTrue(savedOffset.isPresent());
-    Assertions.assertEquals(savedOffset.getAsLong(), 23901120L);
-
-    final boolean savedOffsetAfterReplicationSlotLSN = postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(REPLICATION_SLOT, savedOffset);
-    Assertions.assertTrue(savedOffsetAfterReplicationSlotLSN);
-  }
-
-  @ParameterizedTest
-  @ValueSource(strings = {
-    "{\"{\\\"schema\\\":null,\\\"payload\\\":[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]}\":\"{\\\"transaction_id\\\":null,\\\"lsn_proc\\\":23896935,\\\"lsn_commit\\\":23896935,\\\"lsn\\\":23896935,\\\"txId\\\":525,\\\"ts_usec\\\":1659422649959099}\"}",
-    "{\"[\\\"db_jagkjrgxhw\\\",{\\\"server\\\":\\\"db_jagkjrgxhw\\\"}]\":\"{\\\"transaction_id\\\":null,\\\"lsn_proc\\\":23896935,\\\"lsn_commit\\\":23896935,\\\"lsn\\\":23896935,\\\"txId\\\":526,\\\"ts_usec\\\":1677531340598453}\"}"
-  })
-  public void stateGeneratedFromWalStreamingBeforeReplicationSlot(final String cdcState) {
-    final JsonNode cdcStateAsJson = Jsons.deserialize(cdcState);
-
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(new Properties(),
-        new ConfiguredAirbyteCatalog(), cdcStateAsJson, CONFIG);
-    Assertions.assertTrue(savedOffset.isPresent());
-    Assertions.assertEquals(savedOffset.getAsLong(), 23896935L);
-
-    final boolean savedOffsetAfterReplicationSlotLSN = postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(REPLICATION_SLOT, savedOffset);
-    Assertions.assertFalse(savedOffsetAfterReplicationSlotLSN);
-  }
-
-  @Test
-  public void nullOffset() {
-    final boolean savedOffsetAfterReplicationSlotLSN = postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(REPLICATION_SLOT, null);
-    Assertions.assertTrue(savedOffsetAfterReplicationSlotLSN);
-  }
-
-  @Test
-  public void emptyState() {
-    final OptionalLong savedOffset = postgresDebeziumStateUtil.savedOffset(new Properties(),
-        new ConfiguredAirbyteCatalog(), null, CONFIG);
-    Assertions.assertTrue(savedOffset.isEmpty());
-
-    final boolean savedOffsetAfterReplicationSlotLSN = postgresDebeziumStateUtil.isSavedOffsetAfterReplicationSlotLSN(REPLICATION_SLOT, savedOffset);
-    Assertions.assertTrue(savedOffsetAfterReplicationSlotLSN);
-  }
-
-  @Test
-  public void LsnCommitTest() throws SQLException {
-    final String plugin = "pgoutput";
-    final DockerImageName myImage = DockerImageName.parse("debezium/postgres:13-alpine").asCompatibleSubstituteFor("postgres");
-    final String dbName = Strings.addRandomSuffix("db", "_", 10).toLowerCase();
-    final String fullReplicationSlot = "debezium_slot" + "_" + dbName;
-    final String publication = "publication";
-    try (final PostgreSQLContainer<?> container = new PostgreSQLContainer<>(myImage)) {
-      container.start();
-
-      final String initScriptName = "init_" + dbName.concat(".sql");
-      final String tmpFilePath = IOs.writeFileToRandomTmpDir(initScriptName, "CREATE DATABASE " + dbName + ";");
-      PostgreSQLContainerHelper.runSqlScript(MountableFile.forHostPath(tmpFilePath), container);
-
-      final Map<String, String> databaseConfig = Map.of(JdbcUtils.USERNAME_KEY, container.getUsername(),
-          JdbcUtils.PASSWORD_KEY, container.getPassword(),
-          JdbcUtils.JDBC_URL_KEY, String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-              container.getHost(),
-              container.getFirstMappedPort(),
-              dbName));
-
-      final JdbcDatabase database = new DefaultJdbcDatabase(
-          DataSourceFactory.create(
-              databaseConfig.get(JdbcUtils.USERNAME_KEY),
-              databaseConfig.get(JdbcUtils.PASSWORD_KEY),
-              DatabaseDriver.POSTGRESQL.getDriverClassName(),
-              databaseConfig.get(JdbcUtils.JDBC_URL_KEY)));
-
-      database.execute("SELECT pg_create_logical_replication_slot('" + fullReplicationSlot + "', '" + plugin + "');");
-      database.execute("CREATE PUBLICATION " + publication + " FOR ALL TABLES;");
-
-      database.execute("CREATE TABLE public.test_table (id int primary key, name varchar(256));");
-      database.execute("insert into public.test_table values (1, 'foo');");
-      database.execute("insert into public.test_table values (2, 'bar');");
-      database.execute("CHECKPOINT");
-
-      final var slotStateAtTheBeginning = getReplicationSlot(database, fullReplicationSlot, plugin, dbName);
-      final Lsn lsnAtTheBeginning = Lsn.valueOf(slotStateAtTheBeginning.get("confirmed_flush_lsn").asText());
-
-      final long targetLsn = PostgresUtils.getLsn(database).asLong();
-      postgresDebeziumStateUtil.commitLSNToPostgresDatabase(Jsons.jsonNode(databaseConfig),
-          OptionalLong.of(targetLsn),
-          fullReplicationSlot,
-          publication,
-          plugin);
-
-      final var slotStateAfterCommit = getReplicationSlot(database, fullReplicationSlot, plugin, dbName);
-      final Lsn lsnAfterCommit = Lsn.valueOf(slotStateAfterCommit.get("confirmed_flush_lsn").asText());
-
-      Assertions.assertEquals(1, lsnAfterCommit.compareTo(lsnAtTheBeginning));
-      Assertions.assertEquals(targetLsn, lsnAfterCommit.asLong());
-      Assertions.assertNotEquals(slotStateAtTheBeginning, slotStateAfterCommit);
-
-      container.stop();
-    }
-  }
-
-  private JsonNode getReplicationSlot(final JdbcDatabase database, String slotName, String plugin, String dbName) {
-    try {
-      return database.queryJsons("SELECT * FROM pg_replication_slots WHERE slot_name = ? AND plugin = ? AND database = ?", slotName, plugin, dbName)
-          .get(0);
-    } catch (final SQLException e) {
-      throw new RuntimeException(e);
-    }
-  }
-
-  @Test
-  public void formatTest() {
-    final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-    final JsonNode debeziumState = postgresDebeziumStateUtil.format(23904232L, 506L, "db_fgnfxvllud", Instant.parse("2023-06-06T08:36:10.341842Z"));
-    final Map<String, String> stateAsMap = Jsons.object(debeziumState, Map.class);
-    Assertions.assertEquals(1, stateAsMap.size());
-    Assertions.assertTrue(stateAsMap.containsKey("[\"db_fgnfxvllud\",{\"server\":\"db_fgnfxvllud\"}]"));
-    Assertions.assertEquals("{\"transaction_id\":null,\"lsn\":23904232,\"txId\":506,\"ts_usec\":1686040570341842}",
-        stateAsMap.get("[\"db_fgnfxvllud\",{\"server\":\"db_fgnfxvllud\"}]"));
-
-  }
-
-  @Test
-  public void debeziumInitialStateConstructTest() {
-    final DockerImageName myImage = DockerImageName.parse("debezium/postgres:13-alpine").asCompatibleSubstituteFor("postgres");
-    final String dbName = Strings.addRandomSuffix("db", "_", 10).toLowerCase();
-    try (final PostgreSQLContainer<?> container = new PostgreSQLContainer<>(myImage)) {
-      container.start();
-
-      final String initScriptName = "init_" + dbName.concat(".sql");
-      final String tmpFilePath = IOs.writeFileToRandomTmpDir(initScriptName, "CREATE DATABASE " + dbName + ";");
-      PostgreSQLContainerHelper.runSqlScript(MountableFile.forHostPath(tmpFilePath), container);
-
-      final Map<String, String> databaseConfig = Map.of(JdbcUtils.USERNAME_KEY, container.getUsername(),
-          JdbcUtils.PASSWORD_KEY, container.getPassword(),
-          JdbcUtils.JDBC_URL_KEY, String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-              container.getHost(),
-              container.getFirstMappedPort(),
-              dbName));
-
-      final JdbcDatabase database = new DefaultJdbcDatabase(
-          DataSourceFactory.create(
-              databaseConfig.get(JdbcUtils.USERNAME_KEY),
-              databaseConfig.get(JdbcUtils.PASSWORD_KEY),
-              DatabaseDriver.POSTGRESQL.getDriverClassName(),
-              databaseConfig.get(JdbcUtils.JDBC_URL_KEY)));
-
-      final PostgresDebeziumStateUtil postgresDebeziumStateUtil = new PostgresDebeziumStateUtil();
-      final JsonNode debeziumState = postgresDebeziumStateUtil.constructInitialDebeziumState(database, dbName);
-      final Map<String, String> stateAsMap = Jsons.object(debeziumState, Map.class);
-      Assertions.assertEquals(1, stateAsMap.size());
-      Assertions.assertTrue(stateAsMap.containsKey("[\"" + dbName + "\",{\"server\":\"" + dbName + "\"}]"));
-      Assertions.assertNotNull(stateAsMap.get("[\"" + dbName + "\",{\"server\":\"" + dbName + "\"}]"));
-      container.stop();
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresDebugger.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresDebugger.java
deleted file mode 100644
index a50e361d9591..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresDebugger.java
+++ /dev/null
@@ -1,17 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import io.airbyte.cdk.integrations.debug.DebugUtil;
-
-public class PostgresDebugger {
-
-  @SuppressWarnings({"unchecked", "deprecation", "resource"})
-  public static void main(final String[] args) throws Exception {
-    final PostgresSource postgresSource = new PostgresSource();
-    DebugUtil.debug(postgresSource);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresJdbcSourceAcceptanceTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresJdbcSourceAcceptanceTest.java
deleted file mode 100644
index 0e9e96c6ebc6..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresJdbcSourceAcceptanceTest.java
+++ /dev/null
@@ -1,721 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_RECORDS_PROPERTY;
-import static io.airbyte.integrations.source.postgres.ctid.CtidStateManager.STATE_TYPE_KEY;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.map;
-import static java.util.stream.Collectors.toList;
-import static org.assertj.core.api.Assertions.assertThat;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableList;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.source.jdbc.test.JdbcSourceAcceptanceTest;
-import io.airbyte.cdk.integrations.source.relationaldb.models.DbStreamState;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.util.MoreIterators;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.internal.models.CursorBasedStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteConnectionStatus;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-import org.junit.jupiter.api.Assertions;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-
-@edu.umd.cs.findbugs.annotations.SuppressWarnings(value = "NP_NULL_ON_SOME_PATH")
-class PostgresJdbcSourceAcceptanceTest extends JdbcSourceAcceptanceTest<PostgresSource, PostgresTestDatabase> {
-
-  private static final String DATABASE = "new_db";
-  protected static final String USERNAME_WITHOUT_PERMISSION = "new_user";
-  protected static final String PASSWORD_WITHOUT_PERMISSION = "new_password";
-  public static String COL_WAKEUP_AT = "wakeup_at";
-  public static String COL_LAST_VISITED_AT = "last_visited_at";
-  public static String COL_LAST_COMMENT_AT = "last_comment_at";
-
-  static {
-    COLUMN_CLAUSE_WITH_PK =
-        "id INTEGER, name VARCHAR(200) NOT NULL, updated_at DATE NOT NULL, wakeup_at TIMETZ NOT NULL, last_visited_at TIMESTAMPTZ NOT NULL, last_comment_at TIMESTAMP NOT NULL";
-    COLUMN_CLAUSE_WITHOUT_PK =
-        "id INTEGER NOT NULL, name VARCHAR(200) NOT NULL, updated_at DATE NOT NULL, wakeup_at TIMETZ NOT NULL, last_visited_at TIMESTAMPTZ NOT NULL, last_comment_at TIMESTAMP NOT NULL";
-    COLUMN_CLAUSE_WITH_COMPOSITE_PK =
-        "first_name VARCHAR(200) NOT NULL, last_name VARCHAR(200) NOT NULL, updated_at DATE NOT NULL, wakeup_at TIMETZ NOT NULL, last_visited_at TIMESTAMPTZ NOT NULL, last_comment_at TIMESTAMP NOT NULL";
-
-    CREATE_TABLE_WITHOUT_CURSOR_TYPE_QUERY = "CREATE TABLE %s (%s BIT(3) NOT NULL);";
-    INSERT_TABLE_WITHOUT_CURSOR_TYPE_QUERY = "INSERT INTO %s VALUES(B'101');";
-  }
-
-  @Override
-  protected JsonNode config() {
-    return testdb.testConfigBuilder()
-        .withSchemas(SCHEMA_NAME, SCHEMA_NAME2)
-        .withoutSsl()
-        .build();
-  }
-
-  private PostgresSource postgresSource = null;
-
-  @Override
-  protected PostgresSource source() {
-    if (postgresSource != null) {
-      postgresSource.close();
-    }
-    postgresSource = new PostgresSource();
-    return postgresSource;
-  }
-
-  @Override
-  protected PostgresTestDatabase createTestDatabase() {
-    return PostgresTestDatabase.in(BaseImage.POSTGRES_16);
-  }
-
-  @Override
-  @BeforeEach
-  public void setup() throws Exception {
-    testdb = createTestDatabase();
-    if (supportsSchemas()) {
-      createSchemas();
-    }
-    testdb.with(createTableQuery(getFullyQualifiedTableName(TABLE_NAME), COLUMN_CLAUSE_WITH_PK, primaryKeyClause(Collections.singletonList("id"))))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (1,'picard', '2004-10-19','10:10:10.123456-05:00','2004-10-19T17:23:54.123456Z','2004-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (2, 'crusher', '2005-10-19','11:11:11.123456-05:00','2005-10-19T17:23:54.123456Z','2005-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (3, 'vash', '2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME))
-        .with(createTableQuery(getFullyQualifiedTableName(TABLE_NAME_WITHOUT_PK), COLUMN_CLAUSE_WITHOUT_PK, ""))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (1,'picard', '2004-10-19','12:12:12.123456-05:00','2004-10-19T17:23:54.123456Z','2004-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME_WITHOUT_PK))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (2, 'crusher', '2005-10-19','11:11:11.123456-05:00','2005-10-19T17:23:54.123456Z','2005-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME_WITHOUT_PK))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (3, 'vash', '2006-10-19','10:10:10.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME_WITHOUT_PK))
-        .with(createTableQuery(getFullyQualifiedTableName(TABLE_NAME_COMPOSITE_PK), COLUMN_CLAUSE_WITH_COMPOSITE_PK,
-            primaryKeyClause(ImmutableList.of("first_name", "last_name"))))
-        .with(
-            "INSERT INTO %s(first_name, last_name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES ('first' ,'picard', '2004-10-19','12:12:12.123456-05:00','2004-10-19T17:23:54.123456Z','2004-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME_COMPOSITE_PK))
-        .with(
-            "INSERT INTO %s(first_name, last_name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES ('second', 'crusher', '2005-10-19','11:11:11.123456-05:00','2005-10-19T17:23:54.123456Z','2005-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME_COMPOSITE_PK))
-        .with(
-            "INSERT INTO %s(first_name, last_name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES  ('third', 'vash', '2006-10-19','10:10:10.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME_COMPOSITE_PK));
-  }
-
-  @Override
-  protected void maybeSetShorterConnectionTimeout(final JsonNode config) {
-    ((ObjectNode) config).put(JdbcUtils.JDBC_URL_PARAMS_KEY, "connectTimeout=1");
-  }
-
-  @Override
-  protected List<AirbyteMessage> getAirbyteMessagesReadOneColumn() {
-    return getTestMessages().stream()
-        .map(Jsons::clone)
-        .peek(m -> {
-          ((ObjectNode) m.getRecord().getData()).remove(COL_NAME);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_UPDATED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_WAKEUP_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_VISITED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_COMMENT_AT);
-          ((ObjectNode) m.getRecord().getData()).replace(COL_ID,
-              Jsons.jsonNode(m.getRecord().getData().get(COL_ID).asInt()));
-        })
-        .collect(Collectors.toList());
-  }
-
-  @Override
-  protected ArrayList<AirbyteMessage> getAirbyteMessagesCheckCursorSpaceInColumnName(final ConfiguredAirbyteStream streamWithSpaces) {
-    final AirbyteMessage firstMessage = getTestMessages().get(0);
-    firstMessage.getRecord().setStream(streamWithSpaces.getStream().getName());
-    ((ObjectNode) firstMessage.getRecord().getData()).remove(COL_UPDATED_AT);
-    ((ObjectNode) firstMessage.getRecord().getData()).remove(COL_WAKEUP_AT);
-    ((ObjectNode) firstMessage.getRecord().getData()).remove(COL_LAST_VISITED_AT);
-    ((ObjectNode) firstMessage.getRecord().getData()).remove(COL_LAST_COMMENT_AT);
-    ((ObjectNode) firstMessage.getRecord().getData()).set(COL_LAST_NAME_WITH_SPACE,
-        ((ObjectNode) firstMessage.getRecord().getData()).remove(COL_NAME));
-
-    final AirbyteMessage secondMessage = getTestMessages().get(2);
-    secondMessage.getRecord().setStream(streamWithSpaces.getStream().getName());
-    ((ObjectNode) secondMessage.getRecord().getData()).remove(COL_UPDATED_AT);
-    ((ObjectNode) secondMessage.getRecord().getData()).remove(COL_WAKEUP_AT);
-    ((ObjectNode) secondMessage.getRecord().getData()).remove(COL_LAST_VISITED_AT);
-    ((ObjectNode) secondMessage.getRecord().getData()).remove(COL_LAST_COMMENT_AT);
-    ((ObjectNode) secondMessage.getRecord().getData()).set(COL_LAST_NAME_WITH_SPACE,
-        ((ObjectNode) secondMessage.getRecord().getData()).remove(COL_NAME));
-
-    Lists.newArrayList(getTestMessages().get(0), getTestMessages().get(2));
-
-    return Lists.newArrayList(firstMessage, secondMessage);
-  }
-
-  @Override
-  protected List<AirbyteMessage> getAirbyteMessagesSecondSync(final String streamName2) {
-    return getTestMessages()
-        .stream()
-        .map(Jsons::clone)
-        .peek(m -> {
-          m.getRecord().setStream(streamName2);
-          m.getRecord().setNamespace(getDefaultNamespace());
-          ((ObjectNode) m.getRecord().getData()).remove(COL_UPDATED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_WAKEUP_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_VISITED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_COMMENT_AT);
-          ((ObjectNode) m.getRecord().getData()).replace(COL_ID,
-              Jsons.jsonNode(m.getRecord().getData().get(COL_ID).asInt()));
-        })
-        .collect(Collectors.toList());
-  }
-
-  @Override
-  protected List<AirbyteMessage> getAirbyteMessagesSecondStreamWithNamespace(final String streamName2) {
-    return getTestMessages()
-        .stream()
-        .map(Jsons::clone)
-        .peek(m -> {
-          m.getRecord().setStream(streamName2);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_UPDATED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_WAKEUP_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_VISITED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_COMMENT_AT);
-          ((ObjectNode) m.getRecord().getData()).replace(COL_ID,
-              Jsons.jsonNode(m.getRecord().getData().get(COL_ID).asInt()));
-        })
-        .collect(Collectors.toList());
-  }
-
-  @Override
-  protected List<AirbyteMessage> getAirbyteMessagesForTablesWithQuoting(final ConfiguredAirbyteStream streamForTableWithSpaces) {
-    return getTestMessages()
-        .stream()
-        .map(Jsons::clone)
-        .peek(m -> {
-          m.getRecord().setStream(streamForTableWithSpaces.getStream().getName());
-          ((ObjectNode) m.getRecord().getData()).set(COL_LAST_NAME_WITH_SPACE,
-              ((ObjectNode) m.getRecord().getData()).remove(COL_NAME));
-          ((ObjectNode) m.getRecord().getData()).remove(COL_UPDATED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_VISITED_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_LAST_COMMENT_AT);
-          ((ObjectNode) m.getRecord().getData()).remove(COL_WAKEUP_AT);
-          ((ObjectNode) m.getRecord().getData()).replace(COL_ID,
-              Jsons.jsonNode(m.getRecord().getData().get(COL_ID).asInt()));
-        })
-        .collect(Collectors.toList());
-  }
-
-  @Override
-  public boolean supportsSchemas() {
-    return true;
-  }
-
-  @Override
-  protected List<AirbyteMessage> getTestMessages() {
-    return getTestMessages(streamName());
-  }
-
-  protected List<AirbyteMessage> getTestMessages(final String streamName) {
-    return Lists.newArrayList(
-        new AirbyteMessage().withType(AirbyteMessage.Type.RECORD)
-            .withRecord(new AirbyteRecordMessage().withStream(streamName).withNamespace(getDefaultNamespace())
-                .withData(Jsons.jsonNode(ImmutableMap
-                    .of(COL_ID, ID_VALUE_1,
-                        COL_NAME, "picard",
-                        COL_UPDATED_AT, "2004-10-19",
-                        COL_WAKEUP_AT, "10:10:10.123456-05:00",
-                        COL_LAST_VISITED_AT, "2004-10-19T17:23:54.123456Z",
-                        COL_LAST_COMMENT_AT, "2004-01-01T17:23:54.123456")))),
-        new AirbyteMessage().withType(AirbyteMessage.Type.RECORD)
-            .withRecord(new AirbyteRecordMessage().withStream(streamName).withNamespace(getDefaultNamespace())
-                .withData(Jsons.jsonNode(ImmutableMap
-                    .of(COL_ID, ID_VALUE_2,
-                        COL_NAME, "crusher",
-                        COL_UPDATED_AT, "2005-10-19",
-                        COL_WAKEUP_AT, "11:11:11.123456-05:00",
-                        COL_LAST_VISITED_AT, "2005-10-19T17:23:54.123456Z",
-                        COL_LAST_COMMENT_AT, "2005-01-01T17:23:54.123456")))),
-        new AirbyteMessage().withType(AirbyteMessage.Type.RECORD)
-            .withRecord(new AirbyteRecordMessage().withStream(streamName).withNamespace(getDefaultNamespace())
-                .withData(Jsons.jsonNode(ImmutableMap
-                    .of(COL_ID, ID_VALUE_3,
-                        COL_NAME, "vash",
-                        COL_UPDATED_AT, "2006-10-19",
-                        COL_WAKEUP_AT, "12:12:12.123456-05:00",
-                        COL_LAST_VISITED_AT, "2006-10-19T17:23:54.123456Z",
-                        COL_LAST_COMMENT_AT, "2006-01-01T17:23:54.123456")))));
-  }
-
-  @Override
-  protected void executeStatementReadIncrementallyTwice() {
-    testdb.with(
-        "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (4,'riker', '2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-        getFullyQualifiedTableName(TABLE_NAME))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (5, 'data', '2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(TABLE_NAME));
-  }
-
-  @Override
-  protected AirbyteCatalog getCatalog(final String defaultNamespace) {
-    return new AirbyteCatalog().withStreams(Lists.newArrayList(
-        CatalogHelpers.createAirbyteStream(
-            TABLE_NAME,
-            defaultNamespace,
-            Field.of(COL_ID, JsonSchemaType.INTEGER),
-            Field.of(COL_NAME, JsonSchemaType.STRING),
-            Field.of(COL_UPDATED_AT, JsonSchemaType.STRING_DATE),
-            Field.of(COL_WAKEUP_AT, JsonSchemaType.STRING_TIME_WITH_TIMEZONE),
-            Field.of(COL_LAST_VISITED_AT, JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE),
-            Field.of(COL_LAST_COMMENT_AT, JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of(COL_ID)))
-            .withIsResumable(true),
-        CatalogHelpers.createAirbyteStream(
-            TABLE_NAME_WITHOUT_PK,
-            defaultNamespace,
-            Field.of(COL_ID, JsonSchemaType.INTEGER),
-            Field.of(COL_NAME, JsonSchemaType.STRING),
-            Field.of(COL_UPDATED_AT, JsonSchemaType.STRING_DATE),
-            Field.of(COL_WAKEUP_AT, JsonSchemaType.STRING_TIME_WITH_TIMEZONE),
-            Field.of(COL_LAST_VISITED_AT, JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE),
-            Field.of(COL_LAST_COMMENT_AT, JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(Collections.emptyList())
-            .withIsResumable(true),
-        CatalogHelpers.createAirbyteStream(
-            TABLE_NAME_COMPOSITE_PK,
-            defaultNamespace,
-            Field.of(COL_FIRST_NAME, JsonSchemaType.STRING),
-            Field.of(COL_LAST_NAME, JsonSchemaType.STRING),
-            Field.of(COL_UPDATED_AT, JsonSchemaType.STRING_DATE),
-            Field.of(COL_WAKEUP_AT, JsonSchemaType.STRING_TIME_WITH_TIMEZONE),
-            Field.of(COL_LAST_VISITED_AT, JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE),
-            Field.of(COL_LAST_COMMENT_AT, JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(
-                List.of(List.of(COL_FIRST_NAME), List.of(COL_LAST_NAME)))
-            .withIsResumable(true)));
-  }
-
-  @Override
-  protected void incrementalDateCheck() throws Exception {
-    super.incrementalCursorCheck(COL_UPDATED_AT,
-        "2005-10-18",
-        "2006-10-19",
-        Lists.newArrayList(getTestMessages().get(1),
-            getTestMessages().get(2)));
-  }
-
-  @Test
-  void incrementalTimeTzCheck() throws Exception {
-    super.incrementalCursorCheck(COL_WAKEUP_AT,
-        "11:09:11.123456-05:00",
-        "12:12:12.123456-05:00",
-        Lists.newArrayList(getTestMessages().get(1),
-            getTestMessages().get(2)));
-  }
-
-  @Test
-  void incrementalTimestampTzCheck() throws Exception {
-    super.incrementalCursorCheck(COL_LAST_VISITED_AT,
-        "2005-10-18T17:23:54.123456Z",
-        "2006-10-19T17:23:54.123456Z",
-        Lists.newArrayList(getTestMessages().get(1),
-            getTestMessages().get(2)));
-  }
-
-  @Test
-  void incrementalTimestampCheck() throws Exception {
-    super.incrementalCursorCheck(COL_LAST_COMMENT_AT,
-        "2004-12-12T17:23:54.123456",
-        "2006-01-01T17:23:54.123456",
-        Lists.newArrayList(getTestMessages().get(1),
-            getTestMessages().get(2)));
-  }
-
-  /**
-   * Postgres Source Error Codes:
-   * <p>
-   * https://www.postgresql.org/docs/current/errcodes-appendix.html
-   * </p>
-   *
-   * @throws Exception
-   */
-  @Test
-  void testCheckIncorrectPasswordFailure() throws Exception {
-    final var config = config();
-    maybeSetShorterConnectionTimeout(config);
-    ((ObjectNode) config).put(JdbcUtils.PASSWORD_KEY, "fake");
-    final AirbyteConnectionStatus status = source().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertTrue(status.getMessage().contains("State code: 28P01;"));
-  }
-
-  @Test
-  public void testCheckIncorrectUsernameFailure() throws Exception {
-    final var config = config();
-    maybeSetShorterConnectionTimeout(config);
-    ((ObjectNode) config).put(JdbcUtils.USERNAME_KEY, "fake");
-    final AirbyteConnectionStatus status = source().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertTrue(status.getMessage().contains("State code: 28P01;"));
-  }
-
-  @Test
-  public void testCheckIncorrectHostFailure() throws Exception {
-    final var config = config();
-    maybeSetShorterConnectionTimeout(config);
-    ((ObjectNode) config).put(JdbcUtils.HOST_KEY, "localhost2");
-    final AirbyteConnectionStatus status = source().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertTrue(status.getMessage().contains("State code: 08001;"));
-  }
-
-  @Test
-  public void testCheckIncorrectPortFailure() throws Exception {
-    final var config = config();
-    maybeSetShorterConnectionTimeout(config);
-    ((ObjectNode) config).put(JdbcUtils.PORT_KEY, "30000");
-    final AirbyteConnectionStatus status = source().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertTrue(status.getMessage().contains("State code: 08001;"));
-  }
-
-  @Test
-  public void testCheckIncorrectDataBaseFailure() throws Exception {
-    final var config = config();
-    maybeSetShorterConnectionTimeout(config);
-    ((ObjectNode) config).put(JdbcUtils.DATABASE_KEY, "wrongdatabase");
-    final AirbyteConnectionStatus status = source().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertTrue(status.getMessage().contains("State code: 3D000;"));
-  }
-
-  @Test
-  public void testUserHasNoPermissionToDataBase() throws Exception {
-    final var config = config();
-    maybeSetShorterConnectionTimeout(config);
-    testdb.with("create user %s with password '%s';", USERNAME_WITHOUT_PERMISSION, PASSWORD_WITHOUT_PERMISSION)
-        .with("create database %s;", DATABASE)
-        // deny access for database for all users from group public
-        .with("revoke all on database %s from public;", DATABASE);
-    ((ObjectNode) config).put("username", USERNAME_WITHOUT_PERMISSION);
-    ((ObjectNode) config).put("password", PASSWORD_WITHOUT_PERMISSION);
-    ((ObjectNode) config).put("database", DATABASE);
-    final AirbyteConnectionStatus status = source().check(config);
-    Assertions.assertEquals(AirbyteConnectionStatus.Status.FAILED, status.getStatus());
-    assertTrue(status.getMessage().contains("State code: 42501;"));
-  }
-
-  @Test
-  @Override
-  protected void testReadMultipleTablesIncrementally() throws Exception {
-    final var config = config();
-    ((ObjectNode) config).put(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1);
-    final String namespace = getDefaultNamespace();
-    final String streamOneName = TABLE_NAME + "one";
-    // Create a fresh first table
-    testdb.with(createTableQuery(getFullyQualifiedTableName(streamOneName), COLUMN_CLAUSE_WITH_PK,
-        primaryKeyClause(Collections.singletonList("id"))))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (1,'picard', '2004-10-19','10:10:10.123456-05:00','2004-10-19T17:23:54.123456Z','2004-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(streamOneName))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (2, 'crusher', '2005-10-19','11:11:11.123456-05:00','2005-10-19T17:23:54.123456Z','2005-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(streamOneName))
-        .with(
-            "INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at) VALUES (3, 'vash', '2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            getFullyQualifiedTableName(streamOneName));
-
-    // Create a fresh second table
-    final String streamTwoName = TABLE_NAME + "two";
-    final String streamTwoFullyQualifiedName = getFullyQualifiedTableName(streamTwoName);
-    // Insert records into second table
-    testdb.with(createTableQuery(streamTwoFullyQualifiedName, COLUMN_CLAUSE_WITH_PK, ""))
-        .with("INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at)"
-            + "VALUES (40,'Jean Luc','2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            streamTwoFullyQualifiedName)
-        .with("INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at)"
-            + "VALUES (41, 'Groot', '2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            streamTwoFullyQualifiedName)
-        .with(String.format("INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at)"
-            + "VALUES (42, 'Thanos','2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            streamTwoFullyQualifiedName));
-    // Create records list that we expect to see in the state message
-    final List<AirbyteMessage> streamTwoExpectedRecords = Arrays.asList(
-        createRecord(streamTwoName, namespace, map(
-            COL_ID, 40,
-            COL_NAME, "Jean Luc",
-            COL_UPDATED_AT, "2006-10-19",
-            COL_WAKEUP_AT, "12:12:12.123456-05:00",
-            COL_LAST_VISITED_AT, "2006-10-19T17:23:54.123456Z",
-            COL_LAST_COMMENT_AT, "2006-01-01T17:23:54.123456")),
-        createRecord(streamTwoName, namespace, map(
-            COL_ID, 41,
-            COL_NAME, "Groot",
-            COL_UPDATED_AT, "2006-10-19",
-            COL_WAKEUP_AT, "12:12:12.123456-05:00",
-            COL_LAST_VISITED_AT, "2006-10-19T17:23:54.123456Z",
-            COL_LAST_COMMENT_AT, "2006-01-01T17:23:54.123456")),
-        createRecord(streamTwoName, namespace, map(
-            COL_ID, 42,
-            COL_NAME, "Thanos",
-            COL_UPDATED_AT, "2006-10-19",
-            COL_WAKEUP_AT, "12:12:12.123456-05:00",
-            COL_LAST_VISITED_AT, "2006-10-19T17:23:54.123456Z",
-            COL_LAST_COMMENT_AT, "2006-01-01T17:23:54.123456")));
-
-    // Prep and create a configured catalog to perform sync
-    final AirbyteStream streamOne = getAirbyteStream(streamOneName, namespace);
-    final AirbyteStream streamTwo = getAirbyteStream(streamTwoName, namespace);
-
-    final ConfiguredAirbyteCatalog configuredCatalog = CatalogHelpers.toDefaultConfiguredCatalog(
-        new AirbyteCatalog().withStreams(List.of(streamOne, streamTwo)));
-    configuredCatalog.getStreams().forEach(airbyteStream -> {
-      airbyteStream.setSyncMode(SyncMode.INCREMENTAL);
-      airbyteStream.setCursorField(List.of(COL_ID));
-      airbyteStream.setDestinationSyncMode(DestinationSyncMode.APPEND);
-      airbyteStream.withPrimaryKey(List.of(List.of(COL_ID)));
-    });
-
-    // Perform initial sync
-    final List<AirbyteMessage> messagesFromFirstSync = MoreIterators
-        .toList(source().read(config, configuredCatalog, null));
-
-    final List<AirbyteMessage> recordsFromFirstSync = filterRecords(messagesFromFirstSync);
-
-    setEmittedAtToNull(messagesFromFirstSync);
-    // All records in the 2 configured streams should be present
-    assertThat(filterRecords(recordsFromFirstSync)).containsExactlyElementsOf(
-        Stream.concat(getTestMessages(streamOneName).stream().parallel(),
-            streamTwoExpectedRecords.stream().parallel()).collect(toList()));
-
-    final List<AirbyteStateMessage> actualFirstSyncState = extractStateMessage(messagesFromFirstSync);
-    // Since we are emitting a state message after each record, we should have 1 state for each record -
-    // 3 from stream1 and 3 from stream2
-    assertEquals(6, actualFirstSyncState.size());
-
-    // The expected state type should be 2 ctid's and the last one being standard
-    final List<String> expectedStateTypesFromFirstSync = List.of("ctid", "ctid", "cursor_based");
-    final List<String> stateTypeOfStreamOneStatesFromFirstSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromFirstSync, streamOneName, STATE_TYPE_KEY);
-    final List<String> stateTypeOfStreamTwoStatesFromFirstSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromFirstSync, streamTwoName, STATE_TYPE_KEY);
-    // It should be the same for stream1 and stream2
-    assertEquals(stateTypeOfStreamOneStatesFromFirstSync, expectedStateTypesFromFirstSync);
-    assertEquals(stateTypeOfStreamTwoStatesFromFirstSync, expectedStateTypesFromFirstSync);
-
-    // Create the expected ctids that we should see
-    final List<String> expectedCtidsFromFirstSync = List.of("(0,1)", "(0,2)");
-    final List<String> ctidFromStreamOneStatesFromFirstSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromFirstSync, streamOneName, "ctid");
-    final List<String> ctidFromStreamTwoStatesFromFirstSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromFirstSync, streamOneName, "ctid");
-
-    // Verifying each element and its index to match.
-    // Only checking the first 2 elements since we have verified that the last state_type is
-    // "cursor_based"
-    assertEquals(ctidFromStreamOneStatesFromFirstSync.get(0), expectedCtidsFromFirstSync.get(0));
-    assertEquals(ctidFromStreamOneStatesFromFirstSync.get(1), expectedCtidsFromFirstSync.get(1));
-    assertEquals(ctidFromStreamTwoStatesFromFirstSync.get(0), expectedCtidsFromFirstSync.get(0));
-    assertEquals(ctidFromStreamTwoStatesFromFirstSync.get(1), expectedCtidsFromFirstSync.get(1));
-
-    // Extract only state messages for each stream
-    final List<AirbyteStateMessage> streamOneStateMessagesFromFirstSync = extractStateMessage(messagesFromFirstSync, streamOneName);
-    final List<AirbyteStateMessage> streamTwoStateMessagesFromFirstSync = extractStateMessage(messagesFromFirstSync, streamTwoName);
-    // Extract the incremental states of each stream's first and second state message
-    final List<JsonNode> streamOneIncrementalStatesFromFirstSync =
-        List.of(streamOneStateMessagesFromFirstSync.get(0).getStream().getStreamState().get("incremental_state"),
-            streamOneStateMessagesFromFirstSync.get(1).getStream().getStreamState().get("incremental_state"));
-    final JsonNode streamOneFinalStreamStateFromFirstSync = streamOneStateMessagesFromFirstSync.get(2).getStream().getStreamState();
-
-    final List<JsonNode> streamTwoIncrementalStatesFromFirstSync =
-        List.of(streamTwoStateMessagesFromFirstSync.get(0).getStream().getStreamState().get("incremental_state"),
-            streamTwoStateMessagesFromFirstSync.get(1).getStream().getStreamState().get("incremental_state"));
-    final JsonNode streamTwoFinalStreamStateFromFirstSync = streamTwoStateMessagesFromFirstSync.get(2).getStream().getStreamState();
-
-    // The incremental_state of each stream's first and second incremental states is expected
-    // to be identical to the stream_state of the final state message for each stream
-    assertEquals(streamOneIncrementalStatesFromFirstSync.get(0), streamOneFinalStreamStateFromFirstSync);
-    assertEquals(streamOneIncrementalStatesFromFirstSync.get(1), streamOneFinalStreamStateFromFirstSync);
-    assertEquals(streamTwoIncrementalStatesFromFirstSync.get(0), streamTwoFinalStreamStateFromFirstSync);
-    assertEquals(streamTwoIncrementalStatesFromFirstSync.get(1), streamTwoFinalStreamStateFromFirstSync);
-
-    // Sync should work with a ctid state AND a cursor-based state from each stream
-    // Forcing a sync with
-    // - stream one state still being the first record read via CTID.
-    // - stream two state being the CTID state before the final emitted state before the cursor switch
-    final List<AirbyteMessage> messagesFromSecondSyncWithMixedStates = MoreIterators
-        .toList(source().read(config, configuredCatalog,
-            Jsons.jsonNode(List.of(streamOneStateMessagesFromFirstSync.get(0),
-                streamTwoStateMessagesFromFirstSync.get(1)))));
-
-    // Extract only state messages for each stream after second sync
-    final List<AirbyteStateMessage> streamOneStateMessagesFromSecondSync =
-        extractStateMessage(messagesFromSecondSyncWithMixedStates, streamOneName);
-    final List<String> stateTypeOfStreamOneStatesFromSecondSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromSecondSyncWithMixedStates, streamOneName, STATE_TYPE_KEY);
-
-    final List<AirbyteStateMessage> streamTwoStateMessagesFromSecondSync =
-        extractStateMessage(messagesFromSecondSyncWithMixedStates, streamTwoName);
-    final List<String> stateTypeOfStreamTwoStatesFromSecondSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromSecondSyncWithMixedStates, streamTwoName, STATE_TYPE_KEY);
-
-    // Stream One states after the second sync are expected to have 2 stream states
-    // - 1 with Ctid state_type and 1 state that is of cursorBased state type
-    assertEquals(2, streamOneStateMessagesFromSecondSync.size());
-    assertEquals(List.of("ctid", "cursor_based"), stateTypeOfStreamOneStatesFromSecondSync);
-
-    // Stream Two states after the second sync are expected to have 1 stream state
-    // - The state that is of cursorBased state type
-    assertEquals(1, streamTwoStateMessagesFromSecondSync.size());
-    assertEquals(List.of("cursor_based"), stateTypeOfStreamTwoStatesFromSecondSync);
-
-    // Add some data to each table and perform a third read.
-    // Expect to see all records be synced via cursorBased method and not ctid
-    testdb.with("INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at)"
-        + "VALUES (4,'Hooper','2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-        getFullyQualifiedTableName(streamOneName))
-        .with("INSERT INTO %s(id, name, updated_at, wakeup_at, last_visited_at, last_comment_at)"
-            + "VALUES (43, 'Iron Man', '2006-10-19','12:12:12.123456-05:00','2006-10-19T17:23:54.123456Z','2006-01-01T17:23:54.123456')",
-            streamTwoFullyQualifiedName);
-
-    final List<AirbyteMessage> messagesFromThirdSync = MoreIterators
-        .toList(source().read(config, configuredCatalog,
-            Jsons.jsonNode(List.of(streamOneStateMessagesFromSecondSync.get(1),
-                streamTwoStateMessagesFromSecondSync.get(0)))));
-
-    // Extract only state messages, state type, and cursor for each stream after second sync
-    final List<AirbyteStateMessage> streamOneStateMessagesFromThirdSync =
-        extractStateMessage(messagesFromThirdSync, streamOneName);
-    final List<String> stateTypeOfStreamOneStatesFromThirdSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromThirdSync, streamOneName, STATE_TYPE_KEY);
-    final List<String> cursorOfStreamOneStatesFromThirdSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromThirdSync, streamOneName, "cursor");
-
-    final List<AirbyteStateMessage> streamTwoStateMessagesFromThirdSync =
-        extractStateMessage(messagesFromThirdSync, streamTwoName);
-    final List<String> stateTypeOfStreamTwoStatesFromThirdSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromThirdSync, streamTwoName, STATE_TYPE_KEY);
-    final List<String> cursorOfStreamTwoStatesFromThirdSync =
-        extractSpecificFieldFromCombinedMessages(messagesFromThirdSync, streamTwoName, "cursor");
-
-    // Both streams should now be synced via standard cursor and have updated max cursor values
-    // cursor: 4 for stream one
-    // cursor: 43 for stream two
-    assertEquals(1, streamOneStateMessagesFromThirdSync.size());
-    assertEquals(List.of("cursor_based"), stateTypeOfStreamOneStatesFromThirdSync);
-    assertEquals(List.of("4"), cursorOfStreamOneStatesFromThirdSync);
-
-    assertEquals(1, streamTwoStateMessagesFromThirdSync.size());
-    assertEquals(List.of("cursor_based"), stateTypeOfStreamTwoStatesFromThirdSync);
-    assertEquals(List.of("43"), cursorOfStreamTwoStatesFromThirdSync);
-  }
-
-  @Override
-  protected DbStreamState buildStreamState(final ConfiguredAirbyteStream configuredAirbyteStream,
-                                           final String cursorField,
-                                           final String cursorValue) {
-    return new CursorBasedStatus().withStateType(StateType.CURSOR_BASED).withVersion(2L)
-        .withStreamName(configuredAirbyteStream.getStream().getName())
-        .withStreamNamespace(configuredAirbyteStream.getStream().getNamespace())
-        .withCursorField(List.of(cursorField))
-        .withCursor(cursorValue)
-        .withCursorRecordCount(1L);
-  }
-
-  @Override
-  protected List<AirbyteMessage> getExpectedAirbyteMessagesSecondSync(final String namespace) {
-    final List<AirbyteMessage> expectedMessages = new ArrayList<>();
-    expectedMessages.add(new AirbyteMessage().withType(AirbyteMessage.Type.RECORD)
-        .withRecord(new AirbyteRecordMessage().withStream(streamName()).withNamespace(namespace)
-            .withData(Jsons.jsonNode(ImmutableMap
-                .of(COL_ID, ID_VALUE_4,
-                    COL_NAME, "riker",
-                    COL_UPDATED_AT, "2006-10-19",
-                    COL_WAKEUP_AT, "12:12:12.123456-05:00",
-                    COL_LAST_VISITED_AT, "2006-10-19T17:23:54.123456Z",
-                    COL_LAST_COMMENT_AT, "2006-01-01T17:23:54.123456")))));
-    expectedMessages.add(new AirbyteMessage().withType(AirbyteMessage.Type.RECORD)
-        .withRecord(new AirbyteRecordMessage().withStream(streamName()).withNamespace(namespace)
-            .withData(Jsons.jsonNode(ImmutableMap
-                .of(COL_ID, ID_VALUE_5,
-                    COL_NAME, "data",
-                    COL_UPDATED_AT, "2006-10-19",
-                    COL_WAKEUP_AT, "12:12:12.123456-05:00",
-                    COL_LAST_VISITED_AT, "2006-10-19T17:23:54.123456Z",
-                    COL_LAST_COMMENT_AT, "2006-01-01T17:23:54.123456")))));
-    final DbStreamState state = new CursorBasedStatus()
-        .withStateType(StateType.CURSOR_BASED)
-        .withVersion(2L)
-        .withStreamName(streamName())
-        .withStreamNamespace(namespace)
-        .withCursorField(ImmutableList.of(COL_ID))
-        .withCursor("5")
-        .withCursorRecordCount(1L);
-
-    expectedMessages.addAll(createExpectedTestMessages(List.of(state), 2));
-    return expectedMessages;
-  }
-
-  private AirbyteStream getAirbyteStream(final String tableName, final String namespace) {
-    return CatalogHelpers.createAirbyteStream(
-        tableName,
-        namespace,
-        Field.of(COL_ID, JsonSchemaType.INTEGER),
-        Field.of(COL_NAME, JsonSchemaType.STRING),
-        Field.of(COL_UPDATED_AT, JsonSchemaType.STRING_DATE),
-        Field.of(COL_WAKEUP_AT, JsonSchemaType.STRING_TIME_WITH_TIMEZONE),
-        Field.of(COL_LAST_VISITED_AT, JsonSchemaType.STRING_TIMESTAMP_WITH_TIMEZONE),
-        Field.of(COL_LAST_COMMENT_AT, JsonSchemaType.STRING_TIMESTAMP_WITHOUT_TIMEZONE))
-        .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-        .withSourceDefinedPrimaryKey(List.of(List.of(COL_ID)));
-  }
-
-  //
-  @Override
-  protected JsonNode getStateData(final AirbyteMessage airbyteMessage, final String streamName) {
-    final JsonNode streamState = airbyteMessage.getState().getStream().getStreamState();
-    if (streamState.get("stream_name").asText().equals(streamName)) {
-      return streamState;
-    }
-
-    throw new IllegalArgumentException("Stream not found in state message: " + streamName);
-  }
-
-  @Override
-  protected Boolean supportResumeableFullRefreshWithoutPk() {
-    return true;
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceOperationsTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceOperationsTest.java
deleted file mode 100644
index cb85717d51d4..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceOperationsTest.java
+++ /dev/null
@@ -1,147 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static org.hamcrest.MatcherAssert.assertThat;
-import static org.hamcrest.Matchers.containsInAnyOrder;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import io.airbyte.cdk.db.jdbc.DateTimeConverter;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import java.math.BigInteger;
-import java.sql.Connection;
-import java.sql.PreparedStatement;
-import java.sql.ResultSet;
-import java.sql.SQLException;
-import java.time.LocalTime;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-
-class PostgresSourceOperationsTest {
-
-  private final PostgresSourceOperations postgresSourceOperations = new PostgresSourceOperations();
-  private PostgresTestDatabase testdb;
-
-  private final String cursorColumn = "cursor_column";
-
-  @BeforeEach
-  public void init() {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.CONF);
-  }
-
-  @AfterEach
-  public void tearDown() {
-    testdb.close();
-  }
-
-  @Test
-  public void numericColumnAsCursor() throws SQLException {
-    final String tableName = "numeric_table";
-    final String createTableQuery = String.format("CREATE TABLE %s(id INTEGER PRIMARY KEY, %s NUMERIC(38, 0));",
-        tableName,
-        cursorColumn);
-    executeQuery(createTableQuery);
-    final List<JsonNode> expectedRecords = new ArrayList<>();
-    for (int i = 1; i <= 4; i++) {
-      final ObjectNode jsonNode = (ObjectNode) Jsons.jsonNode(Collections.emptyMap());
-      jsonNode.put("id", i);
-      final BigInteger cursorValue = BigInteger.valueOf(i * 10);
-      jsonNode.put(cursorColumn, cursorValue);
-      final String insertQuery = String.format("INSERT INTO %s VALUES (%s, %s);",
-          tableName,
-          i,
-          cursorValue);
-      executeQuery(insertQuery);
-      expectedRecords.add(jsonNode);
-    }
-
-    final List<JsonNode> actualRecords = new ArrayList<>();
-    try (final Connection connection = testdb.getContainer().createConnection("")) {
-      final PreparedStatement preparedStatement = connection.prepareStatement(
-          "SELECT * FROM " + tableName + " WHERE " + cursorColumn + " > ?");
-      postgresSourceOperations.setCursorField(preparedStatement,
-          1,
-          PostgresType.NUMERIC,
-          "0");
-
-      try (final ResultSet resultSet = preparedStatement.executeQuery()) {
-        final int columnCount = resultSet.getMetaData().getColumnCount();
-        while (resultSet.next()) {
-          final ObjectNode jsonNode = (ObjectNode) Jsons.jsonNode(Collections.emptyMap());
-          for (int i = 1; i <= columnCount; i++) {
-            postgresSourceOperations.copyToJsonField(resultSet, i, jsonNode);
-          }
-          actualRecords.add(jsonNode);
-        }
-      }
-    }
-    assertThat(actualRecords, containsInAnyOrder(expectedRecords.toArray()));
-  }
-
-  @Test
-  public void timeColumnAsCursor() throws SQLException {
-    final String tableName = "time_table";
-    final String createTableQuery = String.format("CREATE TABLE %s(id INTEGER PRIMARY KEY, %s TIME);",
-        tableName,
-        cursorColumn);
-    executeQuery(createTableQuery);
-    final List<JsonNode> expectedRecords = new ArrayList<>();
-    for (int i = 1; i <= 4; i++) {
-      final ObjectNode jsonNode = (ObjectNode) Jsons.jsonNode(Collections.emptyMap());
-      jsonNode.put("id", i);
-      final LocalTime cursorValue = LocalTime.of(20, i, 0);
-      jsonNode.put(cursorColumn, DateTimeConverter.convertToTime(cursorValue));
-      executeQuery("INSERT INTO " + tableName + " VALUES (" + i + ", '" + cursorValue + "');");
-      expectedRecords.add(jsonNode);
-    }
-
-    final List<JsonNode> actualRecords = new ArrayList<>();
-    try (final Connection connection = testdb.getContainer().createConnection("")) {
-      final PreparedStatement preparedStatement = connection.prepareStatement(
-          "SELECT * from " + tableName + " WHERE " + cursorColumn + " > ?");
-      postgresSourceOperations.setCursorField(preparedStatement,
-          1,
-          PostgresType.TIME,
-          DateTimeConverter.convertToTime(LocalTime.of(20, 0, 0)));
-
-      try (final ResultSet resultSet = preparedStatement.executeQuery()) {
-        final int columnCount = resultSet.getMetaData().getColumnCount();
-        while (resultSet.next()) {
-          final ObjectNode jsonNode = (ObjectNode) Jsons.jsonNode(Collections.emptyMap());
-          for (int i = 1; i <= columnCount; i++) {
-            postgresSourceOperations.copyToJsonField(resultSet, i, jsonNode);
-          }
-          actualRecords.add(jsonNode);
-        }
-      }
-    }
-    assertThat(actualRecords, containsInAnyOrder(expectedRecords.toArray()));
-  }
-
-  @Test
-  public void testParseMoneyValue() {
-    assertEquals("1000000.00", PostgresSourceOperations.parseMoneyValue("1000000.00"));
-    assertEquals("1000000", PostgresSourceOperations.parseMoneyValue("$1000000"));
-    assertEquals("-1000000.01", PostgresSourceOperations.parseMoneyValue("-1,000,000.01"));
-    assertEquals("1000000.0", PostgresSourceOperations.parseMoneyValue("1,000,000.0"));
-    assertEquals("1000000.0", PostgresSourceOperations.parseMoneyValue("1|000|000.0"));
-    assertEquals("-1000000.001", PostgresSourceOperations.parseMoneyValue("-£1,000,000.001"));
-  }
-
-  protected void executeQuery(final String query) throws SQLException {
-    try (final Connection connection = testdb.getContainer().createConnection("")) {
-      connection.createStatement().execute(query);
-    }
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceSSLTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceSSLTest.java
deleted file mode 100644
index 3dbe6e86f261..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceSSLTest.java
+++ /dev/null
@@ -1,175 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.createRecord;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.filterRecords;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.map;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.setEmittedAtToNull;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
-import com.google.common.collect.Sets;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.util.MoreIterators;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteConnectionStatus;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.math.BigDecimal;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.Set;
-import java.util.stream.Collectors;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-
-class PostgresSourceSSLTest {
-
-  private static final String SCHEMA_NAME = "public";
-  private static final String STREAM_NAME = "id_and_name";
-  private static final AirbyteCatalog CATALOG = new AirbyteCatalog().withStreams(List.of(
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME,
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME + "2",
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          "names",
-          SCHEMA_NAME,
-          Field.of("first_name", JsonSchemaType.STRING),
-          Field.of("last_name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedPrimaryKey(List.of(List.of("first_name"), List.of("last_name")))
-          .withIsResumable(true)));
-  private static final ConfiguredAirbyteCatalog CONFIGURED_CATALOG = CatalogHelpers.toDefaultConfiguredCatalog(CATALOG);
-  private static final Set<AirbyteMessage> ASCII_MESSAGES = Sets.newHashSet(
-      createRecord(STREAM_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null), SCHEMA_NAME),
-      createRecord(STREAM_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1), SCHEMA_NAME),
-      createRecord(STREAM_NAME, map("id", null, "name", "piccolo", "power", null), SCHEMA_NAME));
-
-  private PostgresTestDatabase testdb;
-
-  @BeforeEach
-  void setup() throws Exception {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_SSL_DEV, ContainerModifier.SSL)
-        .with("CREATE TABLE id_and_name(id NUMERIC(20, 10) NOT NULL, name VARCHAR(200) NOT NULL, power double precision NOT NULL, PRIMARY KEY (id));")
-        .with("CREATE INDEX i1 ON id_and_name (id);")
-        .with("INSERT INTO id_and_name (id, name, power) VALUES (1,'goku', 'Infinity'),  (2, 'vegeta', 9000.1), ('NaN', 'piccolo', '-Infinity');")
-        .with("CREATE TABLE id_and_name2(id NUMERIC(20, 10) NOT NULL, name VARCHAR(200) NOT NULL, power double precision NOT NULL);")
-        .with("INSERT INTO id_and_name2 (id, name, power) VALUES (1,'goku', 'Infinity'),  (2, 'vegeta', 9000.1), ('NaN', 'piccolo', '-Infinity');")
-        .with(
-            "CREATE TABLE names(first_name VARCHAR(200) NOT NULL, last_name VARCHAR(200) NOT NULL, power double precision NOT NULL, PRIMARY KEY (first_name, last_name));")
-        .with(
-            "INSERT INTO names (first_name, last_name, power) VALUES ('san', 'goku', 'Infinity'),  ('prince', 'vegeta', 9000.1), ('piccolo', 'junior', '-Infinity');");
-  }
-
-  @AfterEach
-  void tearDown() {
-    testdb.close();
-  }
-
-  private JsonNode getConfig() {
-    return testdb.testConfigBuilder()
-        .withSchemas("public")
-        .withSsl(ImmutableMap.builder().put("mode", "require").build())
-        .build();
-  }
-
-  @Test
-  void testDiscoverWithPk() throws Exception {
-    final AirbyteCatalog actual = new PostgresSource().discover(getConfig());
-    actual.getStreams().forEach(actualStream -> {
-      final Optional<AirbyteStream> expectedStream =
-          CATALOG.getStreams().stream().filter(stream -> stream.getName().equals(actualStream.getName())).findAny();
-      assertTrue(expectedStream.isPresent());
-      assertEquals(expectedStream.get(), actualStream);
-    });
-  }
-
-  @Test
-  void testReadSuccess() throws Exception {
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_CATALOG.withStreams(CONFIGURED_CATALOG.getStreams().stream().filter(s -> s.getStream().getName().equals(STREAM_NAME))
-            .collect(Collectors.toList()));
-
-    final Set<AirbyteMessage> actualMessages = MoreIterators.toSet(new PostgresSource().read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    var actualRecordMessage = filterRecords(actualMessages);
-    assertEquals(ASCII_MESSAGES, actualRecordMessage);
-  }
-
-  @Test
-  void testIsCdc() {
-    final JsonNode config = getConfig();
-
-    assertFalse(PostgresUtils.isCdc(config));
-
-    ((ObjectNode) config).set("replication_method", Jsons.jsonNode(ImmutableMap.of(
-        "replication_slot", "slot",
-        "publication", "ab_pub")));
-    assertTrue(PostgresUtils.isCdc(config));
-  }
-
-  @Test
-  void testAllowSSLWithCdcReplicationMethod() throws Exception {
-
-    JsonNode config = getCDCAndSslModeConfig("allow");
-
-    final AirbyteConnectionStatus actual = new PostgresSource().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, actual.getStatus());
-    assertTrue(actual.getMessage().contains("In CDC replication mode ssl value 'allow' is invalid"));
-  }
-
-  @Test
-  void testPreferSSLWithCdcReplicationMethod() throws Exception {
-
-    JsonNode config = getCDCAndSslModeConfig("prefer");
-
-    final AirbyteConnectionStatus actual = new PostgresSource().check(config);
-    assertEquals(AirbyteConnectionStatus.Status.FAILED, actual.getStatus());
-    assertTrue(actual.getMessage().contains("In CDC replication mode ssl value 'prefer' is invalid"));
-  }
-
-  private JsonNode getCDCAndSslModeConfig(String sslMode) {
-    return Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.SSL_KEY, true)
-        .put(JdbcUtils.SSL_MODE_KEY, Map.of(JdbcUtils.MODE_KEY, sslMode))
-        .put("replication_method", Map.of("method", "CDC",
-            "replication_slot", "slot",
-            "publication", "ab_pub"))
-        .build());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceTest.java
deleted file mode 100644
index 9997bf90cb0f..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSourceTest.java
+++ /dev/null
@@ -1,1051 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_RECORDS_PROPERTY;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.createRecord;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.filterRecords;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.map;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.setEmittedAtToNull;
-import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
-import static org.assertj.core.api.AssertionsForClassTypes.catchThrowable;
-import static org.junit.jupiter.api.Assertions.*;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableMap;
-import com.google.common.collect.Lists;
-import com.google.common.collect.Sets;
-import io.airbyte.cdk.db.Database;
-import io.airbyte.cdk.db.IncrementalUtils;
-import io.airbyte.cdk.db.factory.DSLContextFactory;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.integrations.source.relationaldb.CursorInfo;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManager;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateManagerFactory;
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.util.MoreIterators;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.ContainerModifier;
-import io.airbyte.protocol.models.AirbyteConnectionStatus;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaPrimitiveUtil.JsonSchemaPrimitive;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.math.BigDecimal;
-import java.sql.SQLException;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import java.util.Set;
-import java.util.stream.Collectors;
-import org.jooq.DSLContext;
-import org.jooq.SQLDialect;
-import org.junit.jupiter.api.*;
-
-class PostgresSourceTest {
-
-  private static final String SCHEMA_NAME = "public";
-  private static final String STREAM_NAME = "id_and_name";
-  private static final String STREAM_NAME_PRIVILEGES_TEST_CASE = "id_and_name_3";
-  private static final String STREAM_NAME_WITH_QUOTES = "\"test_dq_table\"";
-  private static final String STREAM_NAME_PRIVILEGES_TEST_CASE_VIEW = "id_and_name_3_view";
-  private static final AirbyteCatalog CATALOG = new AirbyteCatalog().withStreams(List.of(
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME,
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME + "2",
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          "names",
-          SCHEMA_NAME,
-          Field.of("first_name", JsonSchemaType.STRING),
-          Field.of("last_name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedPrimaryKey(List.of(List.of("first_name"), List.of("last_name")))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME_PRIVILEGES_TEST_CASE,
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME_PRIVILEGES_TEST_CASE_VIEW,
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-          .withIsResumable(true)));
-  private static final ConfiguredAirbyteCatalog CONFIGURED_CATALOG = CatalogHelpers.toDefaultConfiguredCatalog(CATALOG);
-  private static final ConfiguredAirbyteCatalog CONFIGURED_INCR_CATALOG = toIncrementalConfiguredCatalog(CATALOG);
-
-  private static final Set<AirbyteMessage> ASCII_MESSAGES = Sets.newHashSet(
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)),
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", null, "name", "piccolo", "power", null)));
-
-  private static final Set<AirbyteMessage> UTF8_MESSAGES = Sets.newHashSet(
-      createRecord(STREAM_NAME, SCHEMA_NAME, ImmutableMap.of("id", 1, "name", "\u2013 someutfstring")),
-      createRecord(STREAM_NAME, SCHEMA_NAME, ImmutableMap.of("id", 2, "name", "\u2215")));
-
-  private static final Set<AirbyteMessage> DOUBLE_QUOTED_MESSAGES = Sets.newHashSet(
-      createRecord(STREAM_NAME_WITH_QUOTES, SCHEMA_NAME, ImmutableMap.of("id", 1, "\"test_column\"", "test1")),
-      createRecord(STREAM_NAME_WITH_QUOTES, SCHEMA_NAME, ImmutableMap.of("id", 2, "\"test_column\"", "test2")));
-
-  private static final Set<AirbyteMessage> PRIVILEGE_TEST_CASE_EXPECTED_MESSAGES = Sets.newHashSet(
-      createRecord(STREAM_NAME_PRIVILEGES_TEST_CASE, SCHEMA_NAME, ImmutableMap.of("id", 1, "name", "Zed")),
-      createRecord(STREAM_NAME_PRIVILEGES_TEST_CASE, SCHEMA_NAME, ImmutableMap.of("id", 2, "name", "Jack")),
-      createRecord(STREAM_NAME_PRIVILEGES_TEST_CASE, SCHEMA_NAME, ImmutableMap.of("id", 3, "name", "Antuan")),
-      createRecord(STREAM_NAME_PRIVILEGES_TEST_CASE_VIEW, SCHEMA_NAME, ImmutableMap.of("id", 1, "name", "Zed")),
-      createRecord(STREAM_NAME_PRIVILEGES_TEST_CASE_VIEW, SCHEMA_NAME, ImmutableMap.of("id", 2, "name", "Jack")),
-      createRecord(STREAM_NAME_PRIVILEGES_TEST_CASE_VIEW, SCHEMA_NAME, ImmutableMap.of("id", 3, "name", "Antuan")));
-
-  private PostgresTestDatabase testdb;
-
-  @BeforeEach
-  void setup() {
-    testdb = PostgresTestDatabase.in(BaseImage.POSTGRES_16)
-        .with("CREATE TABLE id_and_name(id NUMERIC(20, 10) NOT NULL, name VARCHAR(200) NOT NULL, power double precision NOT NULL, PRIMARY KEY (id));")
-        .with("CREATE INDEX i1 ON id_and_name (id);")
-        .with("INSERT INTO id_and_name (id, name, power) VALUES (1,'goku', 'Infinity'), (2, 'vegeta', 9000.1), ('NaN', 'piccolo', '-Infinity');")
-        .with("CREATE TABLE id_and_name2(id NUMERIC(20, 10) NOT NULL, name VARCHAR(200) NOT NULL, power double precision NOT NULL);")
-        .with("INSERT INTO id_and_name2 (id, name, power) VALUES (1,'goku', 'Infinity'),  (2, 'vegeta', 9000.1), ('NaN', 'piccolo', '-Infinity');")
-        .with(
-            "CREATE TABLE names(first_name VARCHAR(200) NOT NULL, last_name VARCHAR(200) NOT NULL, power double precision NOT NULL, PRIMARY KEY (first_name, last_name));")
-        .with("INSERT INTO names (first_name, last_name, power) VALUES ('san', 'goku', 'Infinity'),  ('prince', " +
-            "'vegeta', 9000.1), ('piccolo', 'junior', '-Infinity');");
-  }
-
-  @AfterEach
-  void tearDown() {
-    testdb.close();
-    if (postgresSource != null) {
-      postgresSource.close();
-    }
-    postgresSource = null;
-  }
-
-  private PostgresSource postgresSource = null;
-
-  protected PostgresSource source() {
-    if (postgresSource != null) {
-      postgresSource.close();
-    }
-    postgresSource = new PostgresSource();
-    return postgresSource;
-  }
-
-  private static DSLContext getDslContextWithSpecifiedUser(final JsonNode config, final String username, final String password) {
-    return DSLContextFactory.create(
-        username,
-        password,
-        DatabaseDriver.POSTGRESQL.getDriverClassName(),
-        String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-            config.get(JdbcUtils.HOST_KEY).asText(),
-            config.get(JdbcUtils.PORT_KEY).asInt(),
-            config.get(JdbcUtils.DATABASE_KEY).asText()),
-        SQLDialect.POSTGRES);
-  }
-
-  private static Database getDatabase(final DSLContext dslContext) {
-    return new Database(dslContext);
-  }
-
-  private JsonNode getConfig() {
-    return getConfig(testdb.getUserName(), testdb.getPassword());
-  }
-
-  private JsonNode getConfig(final String user, final String password) {
-    return getConfig(testdb.getDatabaseName(), user, password);
-  }
-
-  private JsonNode getConfig(final String dbName, final String user, final String password) {
-    return Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.HOST_KEY, testdb.getContainer().getHost())
-        .put(JdbcUtils.PORT_KEY, testdb.getContainer().getFirstMappedPort())
-        .put(JdbcUtils.DATABASE_KEY, dbName)
-        .put(JdbcUtils.SCHEMAS_KEY, List.of(SCHEMA_NAME))
-        .put(JdbcUtils.USERNAME_KEY, user)
-        .put(JdbcUtils.PASSWORD_KEY, password)
-        .put(JdbcUtils.SSL_KEY, false)
-        .put(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1)
-        .build());
-  }
-
-  @Test
-  public void testCanReadTablesAndColumnsWithDoubleQuotes() throws Exception {
-    final AirbyteCatalog airbyteCatalog = new AirbyteCatalog().withStreams(List.of(
-        CatalogHelpers.createAirbyteStream(
-            STREAM_NAME_WITH_QUOTES,
-            SCHEMA_NAME,
-            Field.of("id", JsonSchemaType.NUMBER),
-            Field.of("\"test_column\"", JsonSchemaType.STRING))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of("id")))));
-    testdb.query(ctx -> {
-      ctx.fetch("CREATE TABLE \"\"\"test_dq_table\"\"\"(id INTEGER PRIMARY KEY,  \"\"\"test_column\"\"\" varchar);");
-      ctx.fetch("INSERT INTO \"\"\"test_dq_table\"\"\" (id, \"\"\"test_column\"\"\") VALUES (1,'test1'),  (2, 'test2');");
-      return null;
-    });
-    final Set<AirbyteMessage> actualMessages =
-        MoreIterators.toSet(source().read(
-            getConfig(),
-            CatalogHelpers.toDefaultConfiguredCatalog(airbyteCatalog),
-            null));
-    setEmittedAtToNull(actualMessages);
-    final var actualRecordMessages = filterRecords(actualMessages);
-    assertEquals(DOUBLE_QUOTED_MESSAGES, actualRecordMessages);
-    testdb.query(ctx -> ctx.execute("DROP TABLE \"\"\"test_dq_table\"\"\";"));
-  }
-
-  @Test
-  public void testCanReadUtf8() throws Exception {
-    // force the db server to start with sql_ascii encoding to verify the source can read UTF8 even when
-    // default settings are in another encoding
-    try (final var asciiTestDB = PostgresTestDatabase.in(BaseImage.POSTGRES_16, ContainerModifier.ASCII)
-        .with("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));")
-        .with("INSERT INTO id_and_name (id, name) VALUES (1,E'\\u2013 someutfstring'),  (2, E'\\u2215');")) {
-      final var config = asciiTestDB.testConfigBuilder().withSchemas(SCHEMA_NAME).withoutSsl().build();
-      final Set<AirbyteMessage> actualMessages = MoreIterators.toSet(source().read(config, CONFIGURED_CATALOG, null));
-      setEmittedAtToNull(actualMessages);
-      final var actualRecordMessages = filterRecords(actualMessages);
-      assertEquals(UTF8_MESSAGES, actualRecordMessages);
-    }
-  }
-
-  @Test
-  void testCheckPrivilegesToSelectTable() throws Exception {
-    testdb.query(ctx -> {
-      ctx.execute("DROP TABLE id_and_name;");
-      ctx.fetch("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("INSERT INTO id_and_name (id, name) VALUES (1,'John'),  (2, 'Alfred'), (3, 'Alex');");
-      ctx.fetch("CREATE USER test_user_0 password '123';");
-      ctx.fetch("CREATE USER test_user_1 password '123';");
-      ctx.fetch("GRANT SELECT ON TABLE id_and_name TO test_user_1;");
-      return null;
-    });
-    final JsonNode configUser1 = getConfig("test_user_1", "123");
-    assertThat(source().check(configUser1).getStatus().equals(AirbyteConnectionStatus.Status.SUCCEEDED.toString()));
-    final JsonNode configUser0 = getConfig("test_user_0", "123");
-    assertThat(source().check(configUser0).getMessage().contains("User lacks privileges to SELECT from any of the tables in schema public"));
-  }
-
-  @Test
-  void testUserDoesntHasPrivilegesToSelectTable() throws Exception {
-    testdb.query(ctx -> {
-      ctx.execute("DROP TABLE id_and_name CASCADE;");
-      ctx.execute("DROP TABLE id_and_name2 CASCADE;");
-      ctx.execute("DROP TABLE names CASCADE;");
-      ctx.fetch("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("INSERT INTO id_and_name (id, name) VALUES (1,'John'),  (2, 'Alfred'), (3, 'Alex');");
-      ctx.fetch("CREATE USER test_user_3 password '132';");
-      ctx.fetch("GRANT CONNECT ON DATABASE " + testdb.getDatabaseName() + " TO test_user_3;");
-      ctx.fetch("GRANT ALL ON SCHEMA public TO test_user_3");
-      ctx.fetch("REVOKE ALL PRIVILEGES ON TABLE public.id_and_name FROM test_user_3");
-      return null;
-    });
-    final JsonNode config = getConfig();
-    final DSLContext dslContext = getDslContextWithSpecifiedUser(config, "test_user_3", "132");
-    final Database database = new Database(dslContext);
-    database.query(ctx -> {
-      ctx.fetch("CREATE TABLE id_and_name_3(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("CREATE VIEW id_and_name_3_view(id, name) as\n"
-          + "SELECT id_and_name_3.id,\n"
-          + "       id_and_name_3.name\n"
-          + "FROM id_and_name_3;\n"
-          + "ALTER TABLE id_and_name_3_view\n"
-          + "    owner TO test_user_3");
-      ctx.fetch("INSERT INTO id_and_name_3 (id, name) VALUES (1,'Zed'),  (2, 'Jack'), (3, 'Antuan');");
-      return null;
-    });
-    final JsonNode anotherUserConfig = getConfig("test_user_3", "132");
-    final Throwable thrown = assertThrows(Exception.class, () -> MoreIterators.toSet(source().read(anotherUserConfig, CONFIGURED_CATALOG, null)));
-    assertNotNull(thrown.getMessage());
-  }
-
-  @Test
-  void testDiscoverWithPk() throws Exception {
-    final AirbyteCatalog actual = source().discover(getConfig());
-    actual.getStreams().forEach(actualStream -> {
-      final Optional<AirbyteStream> expectedStream =
-          CATALOG.getStreams().stream().filter(stream -> stream.getName().equals(actualStream.getName())).findAny();
-      assertTrue(expectedStream.isPresent());
-      assertEquals(expectedStream.get(), actualStream);
-    });
-  }
-
-  @Test
-  void testDiscoverWithViewShouldNotBeResumeable() throws Exception {
-    final ConfiguredAirbyteStream viewStream = createViewWithNullValueCursor(testdb.getDatabase());
-    final AirbyteCatalog actual = source().discover(getConfig());
-
-    final Optional<AirbyteStream> actualStream =
-        actual.getStreams().stream().filter(stream -> stream.getName().equals(viewStream.getStream().getName())).findAny();
-    assertTrue(actualStream.isPresent());
-    assertEquals(actualStream.get().getIsResumable(), false);
-  }
-
-  @Test
-  void testDiscoverRecursiveRolePermissions() throws Exception {
-    testdb.query(ctx -> {
-      ctx.execute("DROP TABLE id_and_name CASCADE;");
-      ctx.execute("DROP TABLE id_and_name2 CASCADE;");
-      ctx.execute("DROP TABLE names CASCADE;");
-      ctx.fetch("CREATE TABLE id_and_name_7(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("CREATE TABLE id_and_name(id INTEGER, name VARCHAR(200));");
-
-      ctx.fetch("CREATE USER test_user_4 password '132';");
-      ctx.fetch("GRANT ALL ON SCHEMA public TO test_user_4");
-
-      ctx.fetch("CREATE ROLE airbyte LOGIN password 'airbyte';");
-      ctx.fetch("CREATE ROLE read_only LOGIN password 'read_only';");
-      ctx.fetch("CREATE ROLE intermediate LOGIN password 'intermediate';");
-
-      ctx.fetch("CREATE ROLE access_nothing LOGIN password 'access_nothing';");
-
-      ctx.fetch("GRANT intermediate TO airbyte;");
-      ctx.fetch("GRANT read_only TO intermediate;");
-
-      ctx.fetch("GRANT SELECT ON id_and_name, id_and_name_7 TO read_only;");
-      ctx.fetch("GRANT airbyte TO test_user_4;");
-
-      ctx.fetch("CREATE TABLE unseen(id INTEGER, name VARCHAR(200));");
-      ctx.fetch("GRANT CONNECT ON DATABASE " + testdb.getDatabaseName() + " TO test_user_4;");
-      return null;
-    });
-    final var config = getConfig();
-
-    final DSLContext dslContext = getDslContextWithSpecifiedUser(config, "test_user_4", "132");
-    final Database database = new Database(dslContext);
-    database.query(ctx -> {
-      ctx.fetch("CREATE TABLE id_and_name_3(id INTEGER, name VARCHAR(200));");
-      return null;
-    });
-    AirbyteCatalog actual = source().discover(getConfig("test_user_4", "132"));
-    Set<String> tableNames = actual.getStreams().stream().map(stream -> stream.getName()).collect(Collectors.toSet());
-    assertEquals(Sets.newHashSet("id_and_name", "id_and_name_7", "id_and_name_3"), tableNames);
-
-    actual = source().discover(getConfig("access_nothing", "access_nothing"));
-    tableNames = actual.getStreams().stream().map(stream -> stream.getName()).collect(Collectors.toSet());
-    assertEquals(Sets.newHashSet(), tableNames);
-  }
-
-  @Test
-  void testDiscoverDifferentGrantAvailability() throws Exception {
-    final JsonNode config = getConfig();
-    testdb.query(ctx -> {
-      ctx.fetch("create table not_granted_table_name_1(column_1 integer);");
-      ctx.fetch("create table not_granted_table_name_2(column_1 integer);");
-      ctx.fetch("create table not_granted_table_name_3(column_1 integer);");
-      ctx.fetch("create table table_granted_by_role(column_1 integer);");
-      ctx.fetch("create table test_table_granted_directly(column_1 integer);");
-      ctx.fetch("create table table_granted_by_role_with_options(column_1 integer);");
-      ctx.fetch("create table test_table_granted_directly_with_options(column_1 integer);");
-
-      ctx.fetch(
-          "create materialized view not_granted_mv_name_1 as SELECT not_granted_table_name_1.column_1 FROM not_granted_table_name_1;");
-      ctx.fetch(
-          "create materialized view not_granted_mv_name_2 as SELECT not_granted_table_name_2.column_1 FROM not_granted_table_name_2;");
-      ctx.fetch(
-          "create materialized view not_granted_mv_name_3 as SELECT not_granted_table_name_3.column_1 FROM not_granted_table_name_3;");
-      ctx.fetch(
-          "create materialized view mv_granted_by_role as SELECT table_granted_by_role.column_1 FROM table_granted_by_role;");
-      ctx.fetch(
-          "create materialized view test_mv_granted_directly as SELECT test_table_granted_directly.column_1 FROM test_table_granted_directly;");
-      ctx.fetch(
-          "create materialized view mv_granted_by_role_with_options as SELECT table_granted_by_role_with_options.column_1 FROM table_granted_by_role_with_options;");
-      ctx.fetch(
-          "create materialized view test_mv_granted_directly_with_options as SELECT test_table_granted_directly_with_options.column_1 FROM test_table_granted_directly_with_options;");
-
-      ctx.fetch(
-          "create view not_granted_view_name_1(column_1) as SELECT not_granted_table_name_1.column_1 FROM not_granted_table_name_1;");
-      ctx.fetch(
-          "create view not_granted_view_name_2(column_1) as SELECT not_granted_table_name_2.column_1 FROM not_granted_table_name_2;");
-      ctx.fetch(
-          "create view not_granted_view_name_3(column_1) as SELECT not_granted_table_name_3.column_1 FROM not_granted_table_name_3;");
-      ctx.fetch(
-          "create view view_granted_by_role(column_1) as SELECT table_granted_by_role.column_1 FROM table_granted_by_role;");
-      ctx.fetch(
-          "create view test_view_granted_directly(column_1) as SELECT test_table_granted_directly.column_1 FROM test_table_granted_directly;");
-      ctx.fetch(
-          "create view view_granted_by_role_with_options(column_1) as SELECT table_granted_by_role_with_options.column_1 FROM table_granted_by_role_with_options;");
-      ctx.fetch(
-          "create view test_view_granted_directly_with_options(column_1) as SELECT test_table_granted_directly_with_options.column_1 FROM test_table_granted_directly_with_options;");
-
-      ctx.fetch("create role test_role;");
-
-      ctx.fetch("grant delete on not_granted_table_name_2 to test_role;");
-      ctx.fetch("grant delete on not_granted_mv_name_2 to test_role;");
-      ctx.fetch("grant delete on not_granted_view_name_2 to test_role;");
-
-      ctx.fetch("grant select on table_granted_by_role to test_role;");
-      ctx.fetch("grant select on mv_granted_by_role to test_role;");
-      ctx.fetch("grant select on view_granted_by_role to test_role;");
-
-      ctx.fetch("grant select on table_granted_by_role_with_options to test_role with grant option;");
-      ctx.fetch("grant select on mv_granted_by_role_with_options to test_role with grant option;");
-      ctx.fetch("grant select on view_granted_by_role_with_options to test_role with grant option;");
-
-      ctx.fetch("create user new_test_user;");
-      ctx.fetch("ALTER USER new_test_user WITH PASSWORD 'new_pass';");
-      ctx.fetch("GRANT CONNECT ON DATABASE " + testdb.getDatabaseName() + " TO new_test_user;");
-      ctx.fetch("GRANT ALL ON SCHEMA public TO test_user_4");
-
-      ctx.fetch("grant test_role to new_test_user;");
-
-      ctx.fetch("grant delete on not_granted_table_name_3 to new_test_user;");
-      ctx.fetch("grant delete on not_granted_mv_name_3 to new_test_user;");
-      ctx.fetch("grant delete on not_granted_view_name_3 to new_test_user;");
-
-      ctx.fetch("grant select on test_table_granted_directly to new_test_user;");
-      ctx.fetch("grant select on test_mv_granted_directly to new_test_user;");
-      ctx.fetch("grant select on test_view_granted_directly to new_test_user;");
-
-      ctx.fetch("grant select on test_table_granted_directly_with_options to test_role with grant option;");
-      ctx.fetch("grant select on test_mv_granted_directly_with_options to test_role with grant option;");
-      ctx.fetch("grant select on test_view_granted_directly_with_options to test_role with grant option;");
-      return null;
-    });
-
-    final AirbyteCatalog actual = source().discover(getConfig("new_test_user", "new_pass"));
-    actual.getStreams().stream().forEach(airbyteStream -> {
-      assertEquals(2, airbyteStream.getSupportedSyncModes().size());
-      assertTrue(airbyteStream.getSupportedSyncModes().contains(SyncMode.FULL_REFRESH));
-      assertTrue(airbyteStream.getSupportedSyncModes().contains(SyncMode.INCREMENTAL));
-    });
-    final Set<String> tableNames =
-        actual.getStreams().stream().map(stream -> stream.getName()).collect(Collectors.toSet());
-    final Set<String> expectedVisibleNames = Sets.newHashSet(
-        "table_granted_by_role",
-        "table_granted_by_role_with_options",
-        "test_table_granted_directly",
-        "test_table_granted_directly_with_options",
-        "mv_granted_by_role",
-        "mv_granted_by_role_with_options",
-        "test_mv_granted_directly",
-        "test_mv_granted_directly_with_options",
-        "test_view_granted_directly",
-        "test_view_granted_directly_with_options",
-        "view_granted_by_role",
-        "view_granted_by_role_with_options");
-
-    assertEquals(tableNames, expectedVisibleNames);
-  }
-
-  @Test
-  void testReadSuccess() throws Exception {
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_CATALOG.withStreams(CONFIGURED_CATALOG.getStreams().stream().filter(s -> s.getStream().getName().equals(STREAM_NAME)).collect(
-            Collectors.toList()));
-    final Set<AirbyteMessage> actualMessages = MoreIterators.toSet(source().read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-    final var actualRecordMessages = filterRecords(actualMessages);
-
-    assertEquals(ASCII_MESSAGES, actualRecordMessages);
-  }
-
-  @Test
-  void testReadIncrementalSuccess() throws Exception {
-    // We want to test ordering, so we can delete the NaN entry and add a 3.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (3, 'gohan', 222.1);");
-      return null;
-    });
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_INCR_CATALOG
-            .withStreams(CONFIGURED_INCR_CATALOG.getStreams()
-                .stream()
-                .filter(s -> s.getStream().getName().equals(STREAM_NAME))
-                .toList());
-    final PostgresSource source = source();
-    source.setStateEmissionFrequencyForDebug(1);
-    final List<AirbyteMessage> actualMessages = MoreIterators.toList(source.read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(actualMessages);
-
-    setEmittedAtToNull(actualMessages);
-
-    final Set<AirbyteMessage> expectedOutput = Sets.newHashSet(
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("3.0"), "name", "vegeta", "power", 222.1)));
-
-    // Assert that the correct number of messages are emitted.
-    assertEquals(actualMessages.size(), expectedOutput.size() + 3 + 2);
-    assertThat(actualMessages.contains(expectedOutput));
-    // Assert that the Postgres source is emitting records & state messages in the correct order.
-    assertCorrectRecordOrderForIncrementalSync(actualMessages, "id", JsonSchemaPrimitive.NUMBER, configuredCatalog,
-        new AirbyteStreamNameNamespacePair("id_and_name", "public"));
-
-    final AirbyteStateMessage lastEmittedState = stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1);
-    final JsonNode state = Jsons.jsonNode(List.of(lastEmittedState));
-
-    testdb.query(ctx -> {
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (5, 'piccolo', 100.0);");
-      return null;
-    });
-    // Incremental sync should only read one new message (where id = '5.0')
-    final Set<AirbyteMessage> nextSyncMessages =
-        MoreIterators.toSet(source.read(getConfig(), configuredCatalog, state));
-    setEmittedAtToNull(nextSyncMessages);
-
-    // An extra state message is emitted, in addition to the record messages, along with 2 stream status
-    // messages.
-    assertEquals(nextSyncMessages.size(), 4);
-    assertThat(nextSyncMessages.contains(createRecord(STREAM_NAME, SCHEMA_NAME, map("id", "5.0", "name", "piccolo", "power", 100.0))));
-  }
-
-  @Test
-  void testReadFullRefreshEmptyTable() throws Exception {
-    // Delete all data from id_and_name table.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("DELETE FROM id_and_name WHERE id = '1';");
-      ctx.fetch("DELETE FROM id_and_name WHERE id = '2';");
-      return null;
-    });
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_CATALOG
-            .withStreams(CONFIGURED_CATALOG.getStreams()
-                .stream()
-                .filter(s -> s.getStream().getName().equals(STREAM_NAME))
-                .toList());
-    final PostgresSource source = source();
-    source.setStateEmissionFrequencyForDebug(1);
-    final List<AirbyteMessage> actualMessages = MoreIterators.toList(source.read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(actualMessages);
-
-    setEmittedAtToNull(actualMessages);
-
-    // Assert that the correct number of messages are emitted - final state message and 2 stream status
-    // messages
-    assertEquals(3, actualMessages.size());
-    assertEquals(1, stateAfterFirstBatch.size());
-
-    AirbyteStateMessage stateMessage = stateAfterFirstBatch.get(0);
-    assertEquals("ctid", stateMessage.getStream().getStreamState().get("state_type").asText());
-    assertEquals("(0,0)", stateMessage.getStream().getStreamState().get("ctid").asText());
-  }
-
-  @Test
-  void testReadFullRefreshSuccessWithSecondAttempt() throws Exception {
-    // We want to test ordering, so we can delete the NaN entry and add a 3.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (3, 'gohan', 222.1);");
-      return null;
-    });
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_CATALOG
-            .withStreams(CONFIGURED_CATALOG.getStreams()
-                .stream()
-                .filter(s -> s.getStream().getName().equals(STREAM_NAME))
-                .toList());
-    final PostgresSource source = source();
-    source.setStateEmissionFrequencyForDebug(1);
-    final List<AirbyteMessage> actualMessages = MoreIterators.toList(source.read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(actualMessages);
-
-    setEmittedAtToNull(actualMessages);
-
-    final Set<AirbyteMessage> expectedOutput = Sets.newHashSet(
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("3.0"), "name", "vegeta", "power", 222.1)));
-
-    // Assert that the correct number of messages are emitted. 3 state messages and 2 trace messages.
-    assertEquals(expectedOutput.size() + 3 + 2, actualMessages.size());
-    assertThat(actualMessages.contains(expectedOutput));
-    // Assert that the Postgres source is emitting records & state messages in the correct order.
-    assertCorrectRecordOrderForIncrementalSync(actualMessages, "id", JsonSchemaPrimitive.NUMBER, configuredCatalog,
-        new AirbyteStreamNameNamespacePair("id_and_name", "public"));
-
-    final AirbyteStateMessage lastEmittedState = stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1);
-    final JsonNode state = Jsons.jsonNode(List.of(lastEmittedState));
-
-    testdb.query(ctx -> {
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (5, 'piccolo', 100.0);");
-      return null;
-    });
-    // 2nd sync should reread state checkpoint mark and one new message (where id = '5.0')
-    final Set<AirbyteMessage> nextSyncMessages =
-        MoreIterators.toSet(source.read(getConfig(), configuredCatalog, state));
-    setEmittedAtToNull(nextSyncMessages);
-
-    // A state message is emitted, in addition to the new record messages, along with 2 stream status
-    // messages.
-    assertEquals(4, nextSyncMessages.size());
-    assertThat(nextSyncMessages.contains(createRecord(STREAM_NAME, SCHEMA_NAME, map("id", "5.0", "name", "piccolo", "power", 100.0))));
-  }
-
-  @Test
-  void testReadFullRefreshSuccessWithSecondAttemptWithVacuum() throws Exception {
-    // We want to test ordering, so we can delete the NaN entry and add a 3.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (3, 'gohan', 222.1);");
-      return null;
-    });
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_CATALOG
-            .withStreams(CONFIGURED_CATALOG.getStreams()
-                .stream()
-                .filter(s -> s.getStream().getName().equals(STREAM_NAME))
-                .toList());
-    final PostgresSource source = source();
-    source.setStateEmissionFrequencyForDebug(1);
-    final List<AirbyteMessage> actualMessages = MoreIterators.toList(source.read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(actualMessages);
-
-    setEmittedAtToNull(actualMessages);
-
-    final Set<AirbyteMessage> expectedOutput = Sets.newHashSet(
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("3.0"), "name", "vegeta", "power", 222.1)));
-
-    // Assert that the correct number of messages are emitted: 3 record, 3 state and 2 trace
-    assertEquals(expectedOutput.size() + 3 + 2, actualMessages.size());
-    assertThat(actualMessages.contains(expectedOutput));
-    // Assert that the Postgres source is emitting records & state messages in the correct order.
-    assertCorrectRecordOrderForIncrementalSync(actualMessages, "id", JsonSchemaPrimitive.NUMBER, configuredCatalog,
-        new AirbyteStreamNameNamespacePair("id_and_name", "public"));
-
-    final AirbyteStateMessage lastEmittedState = stateAfterFirstBatch.get(stateAfterFirstBatch.size() - 1);
-    final JsonNode state = Jsons.jsonNode(List.of(lastEmittedState));
-
-    testdb.query(ctx -> {
-      ctx.fetch("VACUUM full id_and_name");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (5, 'piccolo', 100.0);");
-      return null;
-    });
-    // 2nd sync should reread state checkpoint mark and one new message (where id = '5.0')
-    final List<AirbyteMessage> nextSyncMessages =
-        MoreIterators.toList(source().read(getConfig(), configuredCatalog, state));
-    setEmittedAtToNull(nextSyncMessages);
-
-    // All record messages will be re-read. 4 record, 4 state and 2 trace
-    assertEquals(10, nextSyncMessages.size());
-    assertThat(nextSyncMessages.contains(createRecord(STREAM_NAME, SCHEMA_NAME, map("id", "5.0", "name", "piccolo", "power", 100.0))));
-    assertThat(nextSyncMessages.contains(createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("3.0"), "name", "vegeta", "power", 222.1))));
-  }
-
-  @Test
-  void testReadIncrementalSuccessWithFullRefresh() throws Exception {
-    // We want to test ordering, so we can delete the NaN entry and add a 3.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (3, 'gohan', 222.1);");
-      ctx.fetch("DELETE FROM id_and_name2 WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name2 (id, name, power) VALUES (3, 'gohan', 222.1);");
-      return null;
-    });
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_INCR_CATALOG
-            .withStreams(List.of(CONFIGURED_INCR_CATALOG.getStreams().get(0), CONFIGURED_CATALOG.getStreams().get(1)));
-    final PostgresSource source = source();
-    source.setStateEmissionFrequencyForDebug(1);
-    final List<AirbyteMessage> actualMessages = MoreIterators.toList(source.read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(actualMessages);
-
-    setEmittedAtToNull(actualMessages);
-
-    final Set<AirbyteMessage> expectedOutput = Sets.newHashSet(
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("3.0"), "name", "vegeta", "power", 222.1)));
-
-    // Assert that the correct number of messages are emitted. 6 for incremental streams, 6 for full
-    // refresh streams, and 4 stream status trace messages (for 2 streams).
-    assertEquals(actualMessages.size(), 16);
-    assertThat(actualMessages.contains(expectedOutput));
-
-    // For per stream, platform will collect states for all streams and compose a new state. Thus, in
-    // the test since we want to reset full refresh,
-    // we need to get the last state for the "incremental stream", which is not necessarily the last
-    // state message of the batch.
-    final AirbyteStateMessage lastEmittedState = getLastStateMessageOfStream(stateAfterFirstBatch, STREAM_NAME);
-
-    final JsonNode state = Jsons.jsonNode(List.of(lastEmittedState));
-
-    testdb.query(ctx -> {
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (5, 'piccolo', 100.0);");
-      return null;
-    });
-    // Incremental sync should only read one new message (where id = '5.0')
-    final List<AirbyteMessage> nextSyncMessages =
-        MoreIterators.toList(source().read(getConfig(), configuredCatalog, state));
-    setEmittedAtToNull(nextSyncMessages);
-
-    // Incremental stream: An extra state message is emitted, in addition to the record messages.
-    // Full refresh stream: expect 6 messages (3 records and 3 state)
-    // Adding 4 stream status messages (2 for each stream)
-    // Thus, we expect 12 messages.
-    assertEquals(12, nextSyncMessages.size());
-    assertThat(nextSyncMessages.contains(createRecord(STREAM_NAME, SCHEMA_NAME, map("id", "5.0", "name", "piccolo", "power", 100.0))));
-  }
-
-  private AirbyteStateMessage getLastStateMessageOfStream(List<AirbyteStateMessage> stateMessages, final String streamName) {
-    for (int i = stateMessages.size() - 1; i >= 0; i--) {
-      if (stateMessages.get(i).getStream().getStreamDescriptor().getName().equals(streamName)) {
-        return stateMessages.get(i);
-      }
-    }
-    throw new RuntimeException("stream not found in state message. stream name: " + streamName);
-  }
-
-  /*
-   * The messages that are emitted from an incremental sync should follow certain invariants. They
-   * should : (i) Be emitted in increasing order of the defined cursor. (ii) A record that is emitted
-   * after a state message should not have a cursor value less than a previously emitted state
-   * message.
-   */
-  private void assertCorrectRecordOrderForIncrementalSync(final List<AirbyteMessage> messages,
-                                                          final String cursorField,
-                                                          final JsonSchemaPrimitive cursorType,
-                                                          final ConfiguredAirbyteCatalog catalog,
-                                                          final AirbyteStreamNameNamespacePair pair) {
-    String prevRecordCursorValue = null;
-    String prevStateCursorValue = null;
-    for (final AirbyteMessage message : messages) {
-      if (message.getType().equals(Type.RECORD)) {
-        // Parse the cursor. Assert that (i) it's greater/equal to the prevRecordCursorValue and (ii)
-        // greater than the previous state cursor value.
-        final String cursorCandidate = message.getRecord().getData().get(cursorField).asText();
-        assertThat(IncrementalUtils.compareCursors(prevRecordCursorValue, cursorCandidate, cursorType)).isLessThanOrEqualTo(0);
-        assertThat(IncrementalUtils.compareCursors(prevStateCursorValue, cursorCandidate, cursorType)).isLessThanOrEqualTo(0);
-        prevRecordCursorValue = cursorCandidate;
-      } else if (message.getType().equals(Type.STATE)) {
-        // Parse the state and the cursor value here. Assert that it is (i) greater than the previous state
-        // emission value.
-        final StateManager stateManager =
-            StateManagerFactory.createStateManager(AirbyteStateType.STREAM, List.of(message.getState()), catalog);
-        final Optional<CursorInfo> cursorInfoOptional = stateManager.getCursorInfo(pair);
-        final String cursorCandidate = cursorInfoOptional.get().getCursor();
-        assertThat(IncrementalUtils.compareCursors(prevStateCursorValue, cursorCandidate, cursorType)).isLessThanOrEqualTo(0);
-        prevStateCursorValue = cursorCandidate;
-      }
-    }
-  }
-
-  @Test
-  void testIsCdc() {
-    final JsonNode config = getConfig();
-
-    assertFalse(PostgresUtils.isCdc(config));
-
-    ((ObjectNode) config).set("replication_method", Jsons.jsonNode(ImmutableMap.of(
-        "replication_slot", "slot",
-        "publication", "ab_pub")));
-    assertTrue(PostgresUtils.isCdc(config));
-  }
-
-  @Test
-  void testGetUsername() {
-    final String username = "airbyte-user";
-
-    // normal host
-    final JsonNode normalConfig = Jsons.jsonNode(Map.of(
-        JdbcUtils.USERNAME_KEY, username,
-        JdbcUtils.JDBC_URL_KEY, "jdbc:postgresql://airbyte.database.com:5432:airbyte"));
-    assertEquals(username, PostgresSource.getUsername(normalConfig));
-
-    // azure host
-    final JsonNode azureConfig = Jsons.jsonNode(Map.of(
-        JdbcUtils.USERNAME_KEY, username + "@airbyte",
-        JdbcUtils.JDBC_URL_KEY, "jdbc:postgresql://airbyte.azure.com:5432:airbyte"));
-    assertEquals(username, PostgresSource.getUsername(azureConfig));
-  }
-
-  @Test
-  public void tableWithInvalidCursorShouldThrowException() throws Exception {
-    final ConfiguredAirbyteStream tableWithInvalidCursorType = createTableWithInvalidCursorType(testdb.getDatabase());
-    final ConfiguredAirbyteCatalog configuredAirbyteCatalog =
-        new ConfiguredAirbyteCatalog().withStreams(Collections.singletonList(tableWithInvalidCursorType));
-
-    final Throwable throwable =
-        catchThrowable(() -> MoreIterators.toSet(source().read(getConfig(), configuredAirbyteCatalog, null)));
-    assertThat(throwable).isInstanceOf(ConfigErrorException.class)
-        .hasMessageContaining(
-            "The following tables have invalid columns selected as cursor, please select a column with a well-defined ordering with no null values as a cursor. {tableName='public.test_table', cursorColumnName='id', cursorSqlType=OTHER, cause=Unsupported cursor type}");
-  }
-
-  private ConfiguredAirbyteStream createTableWithInvalidCursorType(final Database database) throws SQLException {
-    database.query(ctx -> {
-      ctx.fetch("CREATE EXTENSION IF NOT EXISTS \"uuid-ossp\";");
-      ctx.fetch("CREATE TABLE IF NOT EXISTS public.test_table(id uuid PRIMARY KEY DEFAULT uuid_generate_v4());");
-      return null;
-    });
-
-    return new ConfiguredAirbyteStream().withSyncMode(SyncMode.INCREMENTAL)
-        .withCursorField(Lists.newArrayList("id"))
-        .withDestinationSyncMode(DestinationSyncMode.APPEND)
-        .withSyncMode(SyncMode.INCREMENTAL)
-        .withStream(CatalogHelpers.createAirbyteStream(
-            "test_table",
-            SCHEMA_NAME,
-            Field.of("id", JsonSchemaType.STRING))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of("id"))));
-
-  }
-
-  @Test
-  void testJdbcUrlWithEscapedDatabaseName() {
-    final JsonNode jdbcConfig = source().toDatabaseConfig(buildConfigEscapingNeeded());
-    assertEquals("jdbc:postgresql://localhost:1111/db%2Ffoo?" + EXPECTED_DEFAULT_PARAMS,
-        jdbcConfig.get(JdbcUtils.JDBC_URL_KEY).asText());
-  }
-
-  @Test
-  void testJdbcUrlWithSchemas() {
-    final JsonNode sourceConfig = buildConfigEscapingNeeded();
-    ((ObjectNode) sourceConfig).set("schemas", Jsons.arrayNode().add("bar").add("baz"));
-    final JsonNode jdbcConfig = source().toDatabaseConfig(sourceConfig);
-    assertEquals("jdbc:postgresql://localhost:1111/db%2Ffoo?" + EXPECTED_DEFAULT_PARAMS + "&currentSchema=bar,baz",
-        jdbcConfig.get(JdbcUtils.JDBC_URL_KEY).asText());
-  }
-
-  private static final String EXPECTED_DEFAULT_PARAMS = "prepareThreshold=0&tcpKeepAlive=true";
-
-  private JsonNode buildConfigEscapingNeeded() {
-    return Jsons.jsonNode(ImmutableMap.of(
-        JdbcUtils.HOST_KEY, "localhost",
-        JdbcUtils.PORT_KEY, 1111,
-        JdbcUtils.USERNAME_KEY, "user",
-        JdbcUtils.DATABASE_KEY, "db/foo",
-        JdbcUtils.SSL_KEY, "false"));
-  }
-
-  @Test
-  public void tableWithNullValueCursorShouldThrowException() throws SQLException {
-    final ConfiguredAirbyteStream table = createTableWithNullValueCursor(testdb.getDatabase());
-    final ConfiguredAirbyteCatalog catalog =
-        new ConfiguredAirbyteCatalog().withStreams(Collections.singletonList(table));
-
-    final Throwable throwable = catchThrowable(() -> MoreIterators.toSet(source().read(getConfig(), catalog, null)));
-    assertThat(throwable).isInstanceOf(ConfigErrorException.class).hasMessageContaining(
-        "The following tables have invalid columns selected as cursor, please select a column with a well-defined ordering with no null values as a cursor. {tableName='public.test_table_null_cursor', cursorColumnName='id', cursorSqlType=INTEGER, cause=Cursor column contains NULL value}");
-  }
-
-  private ConfiguredAirbyteStream createTableWithNullValueCursor(final Database database) throws SQLException {
-    database.query(ctx -> {
-      ctx.fetch("CREATE TABLE IF NOT EXISTS public.test_table_null_cursor(id INTEGER NULL)");
-      ctx.fetch("INSERT INTO public.test_table_null_cursor(id) VALUES (1), (2), (NULL)");
-      return null;
-    });
-
-    return new ConfiguredAirbyteStream().withSyncMode(SyncMode.INCREMENTAL)
-        .withCursorField(Lists.newArrayList("id"))
-        .withDestinationSyncMode(DestinationSyncMode.APPEND)
-        .withSyncMode(SyncMode.INCREMENTAL)
-        .withStream(CatalogHelpers.createAirbyteStream(
-            "test_table_null_cursor",
-            SCHEMA_NAME,
-            Field.of("id", JsonSchemaType.STRING))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of("id"))));
-
-  }
-
-  @Test
-  public void viewWithNullValueCursorShouldThrowException() throws SQLException {
-    final ConfiguredAirbyteStream table = createViewWithNullValueCursor(testdb.getDatabase());
-    final ConfiguredAirbyteCatalog catalog = new ConfiguredAirbyteCatalog().withStreams(Collections.singletonList(table));
-
-    final Throwable throwable = catchThrowable(() -> MoreIterators.toSet(source().read(getConfig(), catalog, null)));
-    assertThat(throwable).isInstanceOf(ConfigErrorException.class)
-        .hasMessageContaining(
-            "The following tables have invalid columns selected as cursor, please select a column with a well-defined ordering with no null values as a cursor. {tableName='public.test_view_null_cursor', cursorColumnName='id', cursorSqlType=INTEGER, cause=Cursor column contains NULL value}");
-  }
-
-  private ConfiguredAirbyteStream createViewWithNullValueCursor(final Database database) throws SQLException {
-    database.query(ctx -> {
-      ctx.fetch("CREATE TABLE IF NOT EXISTS public.test_table_null_cursor(id INTEGER NULL)");
-      ctx.fetch("""
-                CREATE VIEW test_view_null_cursor(id) as
-                SELECT test_table_null_cursor.id
-                FROM test_table_null_cursor
-                """);
-      ctx.fetch("INSERT INTO public.test_table_null_cursor(id) VALUES (1), (2), (NULL)");
-      return null;
-    });
-
-    return new ConfiguredAirbyteStream().withSyncMode(SyncMode.INCREMENTAL)
-        .withCursorField(Lists.newArrayList("id"))
-        .withDestinationSyncMode(DestinationSyncMode.APPEND)
-        .withSyncMode(SyncMode.INCREMENTAL)
-        .withStream(CatalogHelpers.createAirbyteStream(
-            "test_view_null_cursor",
-            SCHEMA_NAME,
-            Field.of("id", JsonSchemaType.STRING))
-            .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-            .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-            .withIsResumable(false));
-
-  }
-
-  private static List<AirbyteStateMessage> extractStateMessage(final List<AirbyteMessage> messages) {
-    return messages.stream().filter(r -> r.getType() == Type.STATE).map(AirbyteMessage::getState)
-        .collect(Collectors.toList());
-  }
-
-  private static ConfiguredAirbyteCatalog toIncrementalConfiguredCatalog(final AirbyteCatalog catalog) {
-    return new ConfiguredAirbyteCatalog()
-        .withStreams(catalog.getStreams()
-            .stream()
-            .map(s -> toIncrementalConfiguredStream(s))
-            .toList());
-  }
-
-  private static ConfiguredAirbyteStream toIncrementalConfiguredStream(final AirbyteStream stream) {
-    return new ConfiguredAirbyteStream()
-        .withStream(stream)
-        .withSyncMode(SyncMode.INCREMENTAL)
-        .withCursorField(List.of("id"))
-        .withDestinationSyncMode(DestinationSyncMode.APPEND)
-        .withPrimaryKey(new ArrayList<>());
-  }
-
-  @Test
-  void testParseJdbcParameters() {
-    final String jdbcPropertiesString = "foo=bar&options=-c%20search_path=test,public,pg_catalog%20-c%20statement_timeout=90000&baz=quux";
-    final Map<String, String> parameters = PostgresSource.parseJdbcParameters(jdbcPropertiesString, "&");
-    assertEquals("-c%20search_path=test,public,pg_catalog%20-c%20statement_timeout=90000", parameters.get("options"));
-    assertEquals("bar", parameters.get("foo"));
-    assertEquals("quux", parameters.get("baz"));
-  }
-
-  @Test
-  public void testJdbcOptionsParameter() throws Exception {
-    // Populate DB.
-    final JsonNode dbConfig = getConfig();
-    testdb.query(ctx -> {
-      ctx.fetch("CREATE TABLE id_and_bytes (id INTEGER, bytes BYTEA);");
-      ctx.fetch("INSERT INTO id_and_bytes (id, bytes) VALUES (1, decode('DEADBEEF', 'hex'));");
-      return null;
-    });
-
-    // Read the table contents using the non-default 'escape' format for bytea values.
-    final JsonNode sourceConfig = Jsons.jsonNode(ImmutableMap.builder()
-        .putAll(Jsons.flatten(dbConfig))
-        .put(JdbcUtils.JDBC_URL_PARAMS_KEY, "options=-c%20statement_timeout=90000%20-c%20bytea_output=escape")
-        .build());
-    final AirbyteStream airbyteStream = CatalogHelpers.createAirbyteStream(
-        "id_and_bytes",
-        SCHEMA_NAME,
-        Field.of("id", JsonSchemaType.NUMBER),
-        Field.of("bytes", JsonSchemaType.STRING))
-        .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-        .withSourceDefinedPrimaryKey(List.of(List.of("id")));
-    final AirbyteCatalog airbyteCatalog = new AirbyteCatalog().withStreams(List.of(airbyteStream));
-    final Set<AirbyteMessage> actualMessages =
-        MoreIterators.toSet(source().read(
-            sourceConfig,
-            CatalogHelpers.toDefaultConfiguredCatalog(airbyteCatalog),
-            null));
-    final var actualRecordMessages = filterRecords(actualMessages);
-
-    setEmittedAtToNull(actualRecordMessages);
-
-    // Check that the 'options' JDBC URL parameter was parsed correctly
-    // and that the bytea value is not in the default 'hex' format.
-    assertEquals(1, actualRecordMessages.size());
-    final AirbyteMessage actualMessage = actualRecordMessages.stream().findFirst().get();
-    assertTrue(actualMessage.getRecord().getData().has("bytes"));
-    assertEquals("\\336\\255\\276\\357", actualMessage.getRecord().getData().get("bytes").asText());
-  }
-
-  @Test
-  @DisplayName("Make sure initial incremental load is reading records in a certain order")
-  void testReadIncrementalRecordOrder() throws Exception {
-    // We want to test ordering, so we can delete the NaN entry
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      for (int i = 3; i < 1000; i++) {
-        ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (%d, 'gohan%d', 222.1);".formatted(i, i));
-      }
-      return null;
-    });
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_INCR_CATALOG
-            .withStreams(CONFIGURED_INCR_CATALOG.getStreams()
-                .stream()
-                .filter(s -> s.getStream().getName().equals(STREAM_NAME))
-                .toList());
-    final PostgresSource source = source();
-    source.setStateEmissionFrequencyForDebug(1);
-    final List<AirbyteMessage> actualMessages = MoreIterators.toList(source.read(getConfig(), configuredCatalog, null));
-    setEmittedAtToNull(actualMessages);
-
-    // final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(actualMessages);
-
-    setEmittedAtToNull(actualMessages);
-
-    final Set<AirbyteMessage> expectedOutput = Sets.newHashSet(
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-        createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)));
-    for (int i = 3; i < 1000; i++) {
-      expectedOutput.add(
-          createRecord(
-              STREAM_NAME,
-              SCHEMA_NAME,
-              map("id", new BigDecimal("%d.0".formatted(i)), "name", "gohan%d".formatted(i), "power", 222.1)));
-    }
-    assertThat(actualMessages.contains(expectedOutput));
-    // Assert that the Postgres source is emitting records & state messages in the correct order.
-    assertCorrectRecordOrderForIncrementalSync(actualMessages, "id", JsonSchemaPrimitive.NUMBER, configuredCatalog,
-        new AirbyteStreamNameNamespacePair("id_and_name", "public"));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSpecTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSpecTest.java
deleted file mode 100644
index deb620953a07..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresSpecTest.java
+++ /dev/null
@@ -1,197 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.commons.io.IOs;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.resources.MoreResources;
-import io.airbyte.protocol.models.v0.ConnectorSpecification;
-import io.airbyte.validation.json.JsonSchemaValidator;
-import java.io.File;
-import java.io.IOException;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.util.List;
-import org.junit.jupiter.api.BeforeAll;
-import org.junit.jupiter.api.Test;
-import org.junit.jupiter.params.ParameterizedTest;
-import org.junit.jupiter.params.provider.ValueSource;
-
-/**
- * Tests that the postgres spec passes JsonSchema validation. While this may seem like overkill, we
- * are doing it because there are some gotchas in correctly configuring the oneOf.
- */
-public class PostgresSpecTest {
-
-  private static final String CONFIGURATION = "{  "
-      + "\"password\" : \"pwd\",  "
-      + "\"username\" : \"postgres\",  "
-      + "\"database\" : \"postgres_db\",  "
-      + "\"schemas\" : [\"public\"],  "
-      + "\"port\" : 5432,  "
-      + "\"host\" : \"localhost\",  "
-      + "\"jdbc_url_params\" : \"property1=pValue1&property2=pValue2\",  "
-      + "\"ssl\" : true, "
-      + "\"replication_method\" : {    \"method\" : \"CDC\", \"replication_slot\" : \"ab_slot\", \"publication\" : \"ab_publication\", \"lsn_commit_behaviour\" : \"After loading Data in the destination\" }"
-      + "}";
-  private static JsonNode schema;
-  private static JsonSchemaValidator validator;
-
-  @BeforeAll
-  static void init() throws IOException {
-    final String spec = MoreResources.readResource("spec.json");
-    final File schemaFile = IOs.writeFile(Files.createTempDirectory(Path.of("/tmp"), "pg-spec-test"), "schema.json", spec).toFile();
-    schema = JsonSchemaValidator.getSchema(schemaFile).get("connectionSpecification");
-    validator = new JsonSchemaValidator();
-  }
-
-  @Test
-  void testDatabaseMissing() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config).remove(JdbcUtils.DATABASE_KEY);
-    assertFalse(validator.test(schema, config));
-  }
-
-  @Test
-  void testSchemaMissing() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config).remove("schemas");
-    assertTrue(validator.test(schema, config));
-  }
-
-  @Test
-  void testWithoutReplicationMethod() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config).remove("replication_method");
-
-    assertTrue(validator.test(schema, config));
-  }
-
-  @Test
-  void testWithReplicationMethodWithReplicationSlot() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    assertTrue(validator.test(schema, config));
-  }
-
-  @Test
-  void testWithReplicationMethodMissingPublication() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config.get("replication_method")).remove("replication_slot");
-
-    assertFalse(validator.test(schema, config));
-  }
-
-  @Test
-  void testWithReplicationMethodStandard() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config.get("replication_method")).remove("replication_slot");
-    ((ObjectNode) config.get("replication_method")).remove("publication");
-    ((ObjectNode) config.get("replication_method")).put("method", "Standard");
-    assertTrue(validator.test(schema, config));
-
-    final JsonNode configReplicationMethodNotSet = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) configReplicationMethodNotSet).remove("replication_method");
-    assertTrue(validator.test(schema, configReplicationMethodNotSet));
-  }
-
-  @Test
-  void testWithReplicationMethodWithReplicationSlotWithWrongType() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config.get("replication_method")).put("replication_slot", 10);
-
-    assertFalse(validator.test(schema, config));
-  }
-
-  @Test
-  void testWithReplicationMethodWithReplicationSlotWithNull() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config.get("replication_method")).set("replication_slot", null);
-
-    assertFalse(validator.test(schema, config));
-  }
-
-  @Test
-  void testWithJdbcAdditionalProperty() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    assertTrue(validator.test(schema, config));
-  }
-
-  @Test
-  void testJdbcAdditionalProperty() throws Exception {
-    final ConnectorSpecification spec = new PostgresSource().spec();
-    assertNotNull(spec.getConnectionSpecification().get("properties").get(JdbcUtils.JDBC_URL_PARAMS_KEY));
-  }
-
-  @ParameterizedTest
-  @ValueSource(strings = {"While reading Data", "After loading Data in the destination"})
-  void testLsnCommitBehaviourProperty(final String commitBehaviour) {
-    final JsonNode replicationMethod = Jsons.jsonNode(ImmutableMap.builder()
-        .put("method", "CDC")
-        .put("replication_slot", "replication_slot")
-        .put("publication", "PUBLICATION")
-        .put("plugin", "pgoutput")
-        .put("initial_waiting_seconds", 30)
-        .put("lsn_commit_behaviour", commitBehaviour)
-        .build());
-
-    final JsonNode config = Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.HOST_KEY, "host")
-        .put(JdbcUtils.PORT_KEY, 5432)
-        .put(JdbcUtils.DATABASE_KEY, "dbName")
-        .put(JdbcUtils.SCHEMAS_KEY, List.of("MODELS_SCHEMA", "MODELS_SCHEMA" + "_random"))
-        .put(JdbcUtils.USERNAME_KEY, "user")
-        .put(JdbcUtils.PASSWORD_KEY, "password")
-        .put(JdbcUtils.SSL_KEY, false)
-        .put("replication_method", replicationMethod)
-        .build());
-    assertTrue(validator.test(schema, config));
-  }
-
-  @Test
-  void testLsnCommitBehaviourPropertyWithWrongValue() {
-    final JsonNode replicationMethod = Jsons.jsonNode(ImmutableMap.builder()
-        .put("method", "CDC")
-        .put("replication_slot", "replication_slot")
-        .put("publication", "PUBLICATION")
-        .put("plugin", "pgoutput")
-        .put("initial_waiting_seconds", 30)
-        .put("lsn_commit_behaviour", "wrong_value")
-        .build());
-
-    final JsonNode config = Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.HOST_KEY, "host")
-        .put(JdbcUtils.PORT_KEY, 5432)
-        .put(JdbcUtils.DATABASE_KEY, "dbName")
-        .put(JdbcUtils.SCHEMAS_KEY, List.of("MODELS_SCHEMA", "MODELS_SCHEMA" + "_random"))
-        .put(JdbcUtils.USERNAME_KEY, "user")
-        .put(JdbcUtils.PASSWORD_KEY, "password")
-        .put(JdbcUtils.SSL_KEY, false)
-        .put("replication_method", replicationMethod)
-        .build());
-    assertFalse(validator.test(schema, config));
-  }
-
-  @Test
-  void testPortProperty() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    assertTrue(validator.test(schema, config));
-  }
-
-  @Test
-  void testPortMissing() {
-    final JsonNode config = Jsons.deserialize(CONFIGURATION);
-    ((ObjectNode) config).remove(JdbcUtils.PORT_KEY);
-    assertFalse(validator.test(schema, config));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresStressTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresStressTest.java
deleted file mode 100644
index 655c572e9a5e..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresStressTest.java
+++ /dev/null
@@ -1,140 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.db.jdbc.streaming.AdaptiveStreamingQueryConfig;
-import io.airbyte.cdk.integrations.base.IntegrationRunner;
-import io.airbyte.cdk.integrations.base.Source;
-import io.airbyte.cdk.integrations.source.jdbc.AbstractJdbcSource;
-import io.airbyte.cdk.integrations.source.jdbc.test.JdbcStressTest;
-import io.airbyte.cdk.testutils.PostgreSQLContainerHelper;
-import io.airbyte.commons.io.IOs;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.string.Strings;
-import java.sql.JDBCType;
-import java.util.Optional;
-import java.util.Set;
-import org.junit.jupiter.api.AfterAll;
-import org.junit.jupiter.api.BeforeAll;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Disabled;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-import org.testcontainers.containers.PostgreSQLContainer;
-import org.testcontainers.utility.MountableFile;
-
-/**
- * Runs the stress tests in the source-jdbc test module. We want this module to run these tests
- * itself as a sanity check. The trade off here is that this class is duplicated from the one used
- * in source-postgres.
- */
-@Disabled
-class PostgresStressTest extends JdbcStressTest {
-
-  private static PostgreSQLContainer<?> PSQL_DB;
-
-  private JsonNode config;
-
-  @BeforeAll
-  static void init() {
-    PSQL_DB = new PostgreSQLContainer<>("postgres:16-bullseye");
-    PSQL_DB.start();
-  }
-
-  @BeforeEach
-  public void setup() throws Exception {
-    final String dbName = Strings.addRandomSuffix("db", "_", 10).toLowerCase();
-
-    config = Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.HOST_KEY, PSQL_DB.getHost())
-        .put(JdbcUtils.PORT_KEY, PSQL_DB.getFirstMappedPort())
-        .put(JdbcUtils.DATABASE_KEY, dbName)
-        .put(JdbcUtils.USERNAME_KEY, PSQL_DB.getUsername())
-        .put(JdbcUtils.PASSWORD_KEY, PSQL_DB.getPassword())
-        .put(JdbcUtils.SSL_KEY, false)
-        .build());
-
-    final String initScriptName = "init_" + dbName.concat(".sql");
-    final String tmpFilePath = IOs.writeFileToRandomTmpDir(initScriptName, "CREATE DATABASE " + dbName + ";");
-    PostgreSQLContainerHelper.runSqlScript(MountableFile.forHostPath(tmpFilePath), PSQL_DB);
-
-    super.setup();
-  }
-
-  @Override
-  public Optional<String> getDefaultSchemaName() {
-    return Optional.of("public");
-  }
-
-  @Override
-  public AbstractJdbcSource<JDBCType> getSource() {
-    return new PostgresTestSource();
-  }
-
-  @Override
-  public JsonNode getConfig() {
-    return config;
-  }
-
-  @Override
-  public String getDriverClass() {
-    return PostgresTestSource.DRIVER_CLASS;
-  }
-
-  @AfterAll
-  static void cleanUp() {
-    PSQL_DB.close();
-  }
-
-  private static class PostgresTestSource extends AbstractJdbcSource<JDBCType> implements Source {
-
-    private static final Logger LOGGER = LoggerFactory.getLogger(PostgresTestSource.class);
-
-    static final String DRIVER_CLASS = DatabaseDriver.POSTGRESQL.getDriverClassName();
-
-    public PostgresTestSource() {
-      super(DRIVER_CLASS, AdaptiveStreamingQueryConfig::new, JdbcUtils.getDefaultSourceOperations());
-    }
-
-    @Override
-    public JsonNode toDatabaseConfig(final JsonNode config) {
-      final ImmutableMap.Builder<Object, Object> configBuilder = ImmutableMap.builder()
-          .put(JdbcUtils.USERNAME_KEY, config.get(JdbcUtils.USERNAME_KEY).asText())
-          .put(JdbcUtils.JDBC_URL_KEY, String.format(DatabaseDriver.POSTGRESQL.getUrlFormatString(),
-              config.get(JdbcUtils.HOST_KEY).asText(),
-              config.get(JdbcUtils.PORT_KEY).asInt(),
-              config.get(JdbcUtils.DATABASE_KEY).asText()));
-
-      if (config.has(JdbcUtils.PASSWORD_KEY)) {
-        configBuilder.put(JdbcUtils.PASSWORD_KEY, config.get(JdbcUtils.PASSWORD_KEY).asText());
-      }
-
-      return Jsons.jsonNode(configBuilder.build());
-    }
-
-    @Override
-    public Set<String> getExcludedInternalNameSpaces() {
-      return Set.of("information_schema", "pg_catalog", "pg_internal", "catalog_history");
-    }
-
-    @Override
-    protected Set<String> getExcludedViews() {
-      return Set.of("pg_stat_statements", "pg_stat_statements_info");
-    }
-
-    public static void main(final String[] args) throws Exception {
-      final Source source = new PostgresTestSource();
-      LOGGER.info("starting source: {}", PostgresTestSource.class);
-      new IntegrationRunner(source).run(args);
-      LOGGER.info("completed source: {}", PostgresTestSource.class);
-    }
-
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresUtilsTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresUtilsTest.java
deleted file mode 100644
index 3242efa98e1a..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/PostgresUtilsTest.java
+++ /dev/null
@@ -1,113 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.integrations.source.postgres.PostgresUtils.MAX_FIRST_RECORD_WAIT_TIME;
-import static io.airbyte.integrations.source.postgres.PostgresUtils.MIN_FIRST_RECORD_WAIT_TIME;
-import static org.junit.jupiter.api.Assertions.assertDoesNotThrow;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertThrows;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.fasterxml.jackson.databind.node.ObjectNode;
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.commons.jackson.MoreMappers;
-import io.airbyte.commons.json.Jsons;
-import java.time.Duration;
-import java.util.Collections;
-import java.util.List;
-import java.util.Map;
-import java.util.Optional;
-import org.junit.jupiter.api.Test;
-
-class PostgresUtilsTest {
-
-  @Test
-  void testIsCdc() {
-    final ObjectNode config = (ObjectNode) Jsons.jsonNode(ImmutableMap.builder().build());
-    assertFalse(PostgresUtils.isCdc(config));
-
-    config.set("replication_method", Jsons.jsonNode(ImmutableMap.of(
-        "replication_slot", "slot",
-        "publication", "ab_pub")));
-    assertTrue(PostgresUtils.isCdc(config));
-  }
-
-  @Test
-  void testGetFirstRecordWaitTime() {
-    final JsonNode emptyConfig = Jsons.jsonNode(Collections.emptyMap());
-    assertDoesNotThrow(() -> PostgresUtils.checkFirstRecordWaitTime(emptyConfig));
-    assertEquals(Optional.empty(), PostgresUtils.getFirstRecordWaitSeconds(emptyConfig));
-    assertEquals(PostgresUtils.DEFAULT_FIRST_RECORD_WAIT_TIME, PostgresUtils.getFirstRecordWaitTime(emptyConfig));
-
-    final JsonNode normalConfig = Jsons.jsonNode(Map.of("replication_method",
-        Map.of("method", "CDC", "initial_waiting_seconds", 500)));
-    assertDoesNotThrow(() -> PostgresUtils.checkFirstRecordWaitTime(normalConfig));
-    assertEquals(Optional.of(500), PostgresUtils.getFirstRecordWaitSeconds(normalConfig));
-    assertEquals(Duration.ofSeconds(500), PostgresUtils.getFirstRecordWaitTime(normalConfig));
-
-    final int tooShortTimeout = (int) MIN_FIRST_RECORD_WAIT_TIME.getSeconds() - 1;
-    final JsonNode tooShortConfig = Jsons.jsonNode(Map.of("replication_method",
-        Map.of("method", "CDC", "initial_waiting_seconds", tooShortTimeout)));
-    assertThrows(IllegalArgumentException.class, () -> PostgresUtils.checkFirstRecordWaitTime(tooShortConfig));
-    assertEquals(Optional.of(tooShortTimeout), PostgresUtils.getFirstRecordWaitSeconds(tooShortConfig));
-    assertEquals(MIN_FIRST_RECORD_WAIT_TIME, PostgresUtils.getFirstRecordWaitTime(tooShortConfig));
-
-    final int tooLongTimeout = (int) MAX_FIRST_RECORD_WAIT_TIME.getSeconds() + 1;
-    final JsonNode tooLongConfig = Jsons.jsonNode(Map.of("replication_method",
-        Map.of("method", "CDC", "initial_waiting_seconds", tooLongTimeout)));
-    assertThrows(IllegalArgumentException.class, () -> PostgresUtils.checkFirstRecordWaitTime(tooLongConfig));
-    assertEquals(Optional.of(tooLongTimeout), PostgresUtils.getFirstRecordWaitSeconds(tooLongConfig));
-    assertEquals(MAX_FIRST_RECORD_WAIT_TIME, PostgresUtils.getFirstRecordWaitTime(tooLongConfig));
-  }
-
-  @Test
-  public void shouldFlushAfterSync() {
-    final JsonNode replicationMethod = Jsons.jsonNode(ImmutableMap.builder()
-        .put("method", "CDC")
-        .put("replication_slot", "replication_slot")
-        .put("publication", "PUBLICATION")
-        .put("plugin", "pgoutput")
-        .put("initial_waiting_seconds", 5)
-        .put("lsn_commit_behaviour", "After loading Data in the destination")
-        .build());
-
-    final JsonNode config = Jsons.jsonNode(ImmutableMap.builder()
-        .put(JdbcUtils.HOST_KEY, "host")
-        .put(JdbcUtils.PORT_KEY, 5432)
-        .put(JdbcUtils.DATABASE_KEY, "dbName")
-        .put(JdbcUtils.SCHEMAS_KEY, List.of("MODELS_SCHEMA", "MODELS_SCHEMA" + "_random"))
-        .put(JdbcUtils.USERNAME_KEY, "user")
-        .put(JdbcUtils.PASSWORD_KEY, "password")
-        .put(JdbcUtils.SSL_KEY, false)
-        .put("replication_method", replicationMethod)
-        .build());
-    assertTrue(PostgresUtils.shouldFlushAfterSync(config));
-
-    final JsonNode replicationMethod2 = ((ObjectNode) replicationMethod)
-        .put("lsn_commit_behaviour", "While reading Data");
-    ((ObjectNode) config).put("replication_method", replicationMethod2);
-
-    assertFalse(PostgresUtils.shouldFlushAfterSync(config));
-  }
-
-  @Test
-  void testDebugMode() {
-    final var config = MoreMappers.initMapper().createObjectNode();
-    assertFalse(PostgresUtils.isCdc(config));
-
-    config.set("replication_method", Jsons.jsonNode(Map.of(
-        "replication_slot", "slot",
-        "publication", "ab_pub")));
-    assertFalse(PostgresUtils.isDebugMode(config));
-
-    config.set("debug_mode", Jsons.jsonNode(true));
-    assertTrue(PostgresUtils.isDebugMode(config));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/XminPostgresSourceTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/XminPostgresSourceTest.java
deleted file mode 100644
index 54137bcde611..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/XminPostgresSourceTest.java
+++ /dev/null
@@ -1,310 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.cdk.integrations.debezium.DebeziumIteratorConstants.SYNC_CHECKPOINT_RECORDS_PROPERTY;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.createRecord;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.extractStateMessage;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.filterRecords;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.map;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.setEmittedAtToNull;
-import static org.assertj.core.api.Assertions.assertThat;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.base.Source;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.util.MoreIterators;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteCatalog;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateStats;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.DestinationSyncMode;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.math.BigDecimal;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import java.util.Optional;
-import java.util.concurrent.atomic.AtomicBoolean;
-import java.util.stream.Collectors;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
-import org.junit.jupiter.api.Test;
-
-class XminPostgresSourceTest {
-
-  private static final String SCHEMA_NAME = "public";
-  protected static final String STREAM_NAME = "id_and_name";
-  private static final AirbyteCatalog CATALOG = new AirbyteCatalog().withStreams(List.of(
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME,
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedCursor(true)
-          .withSourceDefinedPrimaryKey(List.of(List.of("id")))
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          STREAM_NAME + "2",
-          SCHEMA_NAME,
-          Field.of("id", JsonSchemaType.NUMBER),
-          Field.of("name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedCursor(true)
-          .withIsResumable(true),
-      CatalogHelpers.createAirbyteStream(
-          "names",
-          SCHEMA_NAME,
-          Field.of("first_name", JsonSchemaType.STRING),
-          Field.of("last_name", JsonSchemaType.STRING),
-          Field.of("power", JsonSchemaType.NUMBER))
-          .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-          .withSourceDefinedCursor(true)
-          .withSourceDefinedPrimaryKey(List.of(List.of("first_name"), List.of("last_name")))
-          .withIsResumable(true)));
-
-  protected static final ConfiguredAirbyteCatalog CONFIGURED_XMIN_CATALOG = toConfiguredXminCatalog(CATALOG);
-
-  protected static final List<AirbyteMessage> INITIAL_RECORD_MESSAGES = Arrays.asList(
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("1.0"), "name", "goku", "power", null)),
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("2.0"), "name", "vegeta", "power", 9000.1)),
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", null, "name", "piccolo", "power", null)));
-
-  protected static final List<AirbyteMessage> NEXT_RECORD_MESSAGES = Arrays.asList(
-      createRecord(STREAM_NAME, SCHEMA_NAME, map("id", new BigDecimal("3.0"), "name", "gohan", "power", 222.1)));
-
-  protected PostgresTestDatabase testdb;
-
-  protected BaseImage getDatabaseImage() {
-    return BaseImage.POSTGRES_12;
-  }
-
-  @BeforeEach
-  protected void setup() {
-    testdb = PostgresTestDatabase.in(getDatabaseImage())
-        .with("CREATE TABLE id_and_name(id NUMERIC(20, 10) NOT NULL, name VARCHAR(200) NOT NULL, power double precision NOT NULL, PRIMARY KEY (id));")
-        .with("CREATE INDEX i1 ON id_and_name (id);")
-        .with("INSERT INTO id_and_name (id, name, power) VALUES (1,'goku', 'Infinity'), (2, 'vegeta', 9000.1), ('NaN', 'piccolo', '-Infinity');")
-        .with("CREATE TABLE id_and_name2(id NUMERIC(20, 10) NOT NULL, name VARCHAR(200) NOT NULL, power double precision NOT NULL);")
-        .with("INSERT INTO id_and_name2 (id, name, power) VALUES (1,'goku', 'Infinity'),  (2, 'vegeta', 9000.1), ('NaN', 'piccolo', '-Infinity');")
-        .with(
-            "CREATE TABLE names(first_name VARCHAR(200) NOT NULL, last_name VARCHAR(200) NOT NULL, power double precision NOT NULL, PRIMARY KEY (first_name, last_name));")
-        .with(
-            "INSERT INTO names (first_name, last_name, power) VALUES ('san', 'goku', 'Infinity'),  ('prince', 'vegeta', 9000.1), ('piccolo', 'junior', '-Infinity');");
-  }
-
-  @AfterEach
-  protected void tearDown() {
-    testdb.close();
-  }
-
-  protected JsonNode getXminConfig() {
-    return testdb.testConfigBuilder()
-        .withSchemas(SCHEMA_NAME)
-        .withoutSsl()
-        .withXminReplication()
-        .with(SYNC_CHECKPOINT_RECORDS_PROPERTY, 1)
-        .build();
-  }
-
-  protected Source source() {
-    PostgresSource source = new PostgresSource();
-    return PostgresSource.sshWrappedSource(source);
-  }
-
-  @Test
-  void testDiscover() throws Exception {
-    final AirbyteCatalog actual = source().discover(getXminConfig());
-    actual.getStreams().forEach(actualStream -> {
-      final Optional<AirbyteStream> expectedStream =
-          CATALOG.getStreams().stream().filter(stream -> stream.getName().equals(actualStream.getName())).findAny();
-      assertTrue(expectedStream.isPresent());
-      assertEquals(expectedStream.get(), actualStream);
-    });
-  }
-
-  @Test
-  void testDiscoverDisableIncrementalSyncForView() throws Exception {
-    testdb.query(ctx -> {
-      ctx.fetch("CREATE VIEW id_and_name_view AS SELECT * FROM id_and_name;");
-      return null;
-    });
-    final AirbyteCatalog actual = source().discover(getXminConfig());
-    actual.getStreams().forEach(actualStream -> {
-      if (actualStream.getName().equals("id_and_name_view")) {
-        assertTrue(!actualStream.getSupportedSyncModes().contains(SyncMode.INCREMENTAL));
-        assertTrue(actualStream.getSupportedSyncModes().contains(SyncMode.FULL_REFRESH));
-      }
-    });
-    testdb.query(ctx -> {
-      ctx.fetch("DROP VIEW id_and_name_view;");
-      return null;
-    });
-  }
-
-  @Test
-  void testReadSuccess() throws Exception {
-    // Perform an initial sync with the configured catalog, which is set up to use xmin_replication.
-    // All of the records in the configured stream should be emitted.
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_XMIN_CATALOG
-            .withStreams(CONFIGURED_XMIN_CATALOG.getStreams().stream().filter(s -> s.getStream().getName().equals(STREAM_NAME)).collect(
-                Collectors.toList()));
-    final List<AirbyteMessage> recordsFromFirstSync =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog, null));
-    setEmittedAtToNull(recordsFromFirstSync);
-    assertThat(filterRecords(recordsFromFirstSync)).containsExactlyElementsOf(INITIAL_RECORD_MESSAGES);
-
-    // Extract the state message and assert that it exists. It contains the xmin value, so validating
-    // the actual value isn't useful right now.
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(recordsFromFirstSync);
-    // We should have 3 state messages because we have set state emission frequency after each record in
-    // the test
-    assertEquals(3, stateAfterFirstBatch.size());
-
-    final AirbyteStateMessage firstStateMessage = stateAfterFirstBatch.get(0);
-    final String stateTypeFromFirstStateMessage = firstStateMessage.getStream().getStreamState().get("state_type").asText();
-    final String ctidFromFirstStateMessage = firstStateMessage.getStream().getStreamState().get("ctid").asText();
-    final JsonNode incrementalStateFromFirstStateMessage = firstStateMessage.getStream().getStreamState().get("incremental_state");
-
-    final AirbyteStateMessage secondStateMessage = stateAfterFirstBatch.get(1);
-    final String stateTypeFromSecondStateMessage = secondStateMessage.getStream().getStreamState().get("state_type").asText();
-    final String ctidFromSecondStateMessage = secondStateMessage.getStream().getStreamState().get("ctid").asText();
-    final JsonNode incrementalStateFromSecondStateMessage = secondStateMessage.getStream().getStreamState().get("incremental_state");
-
-    final AirbyteStateMessage thirdStateMessage = stateAfterFirstBatch.get(2);
-    final String stateTypeFromThirdStateMessage = thirdStateMessage.getStream().getStreamState().get("state_type").asText();
-
-    // First two state messages should be of ctid type
-    assertEquals("ctid", stateTypeFromFirstStateMessage);
-    assertEquals("ctid", stateTypeFromSecondStateMessage);
-
-    // Since the third state message would be the final, it should be of xmin type
-    assertEquals("xmin", stateTypeFromThirdStateMessage);
-
-    assertEquals(firstStateMessage.getSourceStats().getRecordCount(), 1.0);
-    assertEquals(secondStateMessage.getSourceStats().getRecordCount(), 1.0);
-    assertEquals(thirdStateMessage.getSourceStats().getRecordCount(), 1.0);
-
-    // The ctid value from second state message should be bigger than first state message
-    assertEquals(1, ctidFromSecondStateMessage.compareTo(ctidFromFirstStateMessage));
-
-    // The incremental state value from first and second state message should be the same
-    assertNotNull(incrementalStateFromFirstStateMessage);
-    assertNotNull(incrementalStateFromSecondStateMessage);
-    assertEquals(incrementalStateFromFirstStateMessage, incrementalStateFromSecondStateMessage);
-
-    // The third state message should be equal to incremental_state of first two state messages
-    assertEquals(incrementalStateFromFirstStateMessage, thirdStateMessage.getStream().getStreamState());
-
-    // Assert that the last message in the sequence is a state message
-    assertMessageSequence(recordsFromFirstSync);
-
-    // Sync should work with a ctid state
-    final List<AirbyteMessage> recordsFromSyncRunningWithACtidState =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog,
-            Jsons.jsonNode(Collections.singletonList(firstStateMessage))));
-    setEmittedAtToNull(recordsFromSyncRunningWithACtidState);
-    final List<AirbyteMessage> expectedDataFromSyncUsingFirstCtidState = new ArrayList<>(2);
-    final AtomicBoolean skippedFirstRecord = new AtomicBoolean(false);
-    INITIAL_RECORD_MESSAGES.forEach(c -> {
-      if (!skippedFirstRecord.get()) {
-        skippedFirstRecord.set(true);
-        return;
-      }
-      expectedDataFromSyncUsingFirstCtidState.add(c);
-    });
-    assertThat(filterRecords(recordsFromSyncRunningWithACtidState)).containsExactlyElementsOf(expectedDataFromSyncUsingFirstCtidState);
-
-    final List<AirbyteStateMessage> stateAfterSyncWithCtidState = extractStateMessage(recordsFromSyncRunningWithACtidState);
-    // Since only 2 records should be emitted so 2 state messages are expected
-    assertEquals(2, stateAfterSyncWithCtidState.size());
-    assertEquals(secondStateMessage, stateAfterSyncWithCtidState.get(0));
-    assertEquals(thirdStateMessage, stateAfterSyncWithCtidState.get(1));
-    assertEquals(stateAfterSyncWithCtidState.get(0).getSourceStats().getRecordCount(), 1.0);
-    assertEquals(stateAfterSyncWithCtidState.get(1).getSourceStats().getRecordCount(), 1.0);
-
-    assertMessageSequence(recordsFromSyncRunningWithACtidState);
-
-    // Read with the final xmin state message should return no data
-    final List<AirbyteMessage> syncWithXminStateType =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog,
-            Jsons.jsonNode(Collections.singletonList(thirdStateMessage))));
-    setEmittedAtToNull(syncWithXminStateType);
-    assertEquals(0, filterRecords(syncWithXminStateType).size());
-
-    // Even though no records were emitted, a state message is still expected
-    final List<AirbyteStateMessage> stateAfterXminSync = extractStateMessage(syncWithXminStateType);
-    assertEquals(1, stateAfterXminSync.size());
-    // Since no records were returned so the state should be the same as before without the count.
-    thirdStateMessage.setSourceStats(new AirbyteStateStats().withRecordCount(0.0));
-    assertEquals(thirdStateMessage, stateAfterXminSync.get(0));
-
-    // We add some data and perform a third read. We should verify that (i) a delete is not captured and
-    // (ii) the new record that is inserted into the
-    // table is read.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (3, 'gohan', 222.1);");
-      return null;
-    });
-
-    final List<AirbyteMessage> recordsAfterLastSync =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog,
-            Jsons.jsonNode(Collections.singletonList(stateAfterXminSync.get(0)))));
-    setEmittedAtToNull(recordsAfterLastSync);
-    assertThat(filterRecords(recordsAfterLastSync)).containsExactlyElementsOf(NEXT_RECORD_MESSAGES);
-    assertMessageSequence(recordsAfterLastSync);
-    final List<AirbyteStateMessage> stateAfterLastSync = extractStateMessage(recordsAfterLastSync);
-    assertEquals(1, stateAfterLastSync.size());
-
-    final AirbyteStateMessage finalStateMesssage = stateAfterLastSync.get(0);
-    final String stateTypeFromFinalStateMessage = finalStateMesssage.getStream().getStreamState().get("state_type").asText();
-    assertEquals("xmin", stateTypeFromFinalStateMessage);
-    assertTrue(finalStateMesssage.getStream().getStreamState().get("xmin_xid_value").asLong() > thirdStateMessage.getStream().getStreamState()
-        .get("xmin_xid_value").asLong());
-    assertTrue(finalStateMesssage.getStream().getStreamState().get("xmin_raw_value").asLong() > thirdStateMessage.getStream().getStreamState()
-        .get("xmin_raw_value").asLong());
-  }
-
-  // Assert that the trace message is the last message to be emitted.
-  protected static void assertMessageSequence(final List<AirbyteMessage> messages) {
-    assertEquals(Type.TRACE, messages.get(messages.size() - 1).getType());
-    assertEquals(Type.STATE, messages.get(messages.size() - 2).getType());
-  }
-
-  private static ConfiguredAirbyteCatalog toConfiguredXminCatalog(final AirbyteCatalog catalog) {
-    return new ConfiguredAirbyteCatalog()
-        .withStreams(catalog.getStreams()
-            .stream()
-            .map(s -> toConfiguredIncrementalStream(s))
-            .toList());
-  }
-
-  private static ConfiguredAirbyteStream toConfiguredIncrementalStream(final AirbyteStream stream) {
-    return new ConfiguredAirbyteStream()
-        .withStream(stream)
-        .withSyncMode(SyncMode.INCREMENTAL)
-        .withDestinationSyncMode(DestinationSyncMode.APPEND)
-        .withPrimaryKey(List.of(List.of("id")));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/XminPostgresWithOldServerSourceTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/XminPostgresWithOldServerSourceTest.java
deleted file mode 100644
index 30ec887ba3ec..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/XminPostgresWithOldServerSourceTest.java
+++ /dev/null
@@ -1,107 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.extractStateMessage;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.filterRecords;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.setEmittedAtToNull;
-import static org.assertj.core.api.Assertions.assertThat;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.commons.util.MoreIterators;
-import io.airbyte.integrations.source.postgres.PostgresTestDatabase.BaseImage;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateStats;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import java.util.Collections;
-import java.util.List;
-import java.util.stream.Collectors;
-import org.junit.jupiter.api.Test;
-
-public class XminPostgresWithOldServerSourceTest extends XminPostgresSourceTest {
-
-  @Override
-  protected BaseImage getDatabaseImage() {
-    return BaseImage.POSTGRES_9;
-  }
-
-  @Test
-  @Override
-  void testReadSuccess() throws Exception {
-    // Perform an initial sync with the configured catalog, which is set up to use xmin_replication.
-    // All of the records in the configured stream should be emitted.
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        CONFIGURED_XMIN_CATALOG
-            .withStreams(CONFIGURED_XMIN_CATALOG.getStreams().stream().filter(s -> s.getStream().getName().equals(STREAM_NAME)).collect(
-                Collectors.toList()));
-    final List<AirbyteMessage> recordsFromFirstSync =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog, null));
-    setEmittedAtToNull(recordsFromFirstSync);
-    assertThat(filterRecords(recordsFromFirstSync)).containsExactlyElementsOf(INITIAL_RECORD_MESSAGES);
-
-    // Extract the state message and assert that it exists. It contains the xmin value, so validating
-    // the actual value isn't useful right now.
-    final List<AirbyteStateMessage> stateAfterFirstBatch = extractStateMessage(recordsFromFirstSync);
-    assertEquals(1, stateAfterFirstBatch.size());
-
-    final AirbyteStateMessage firstSyncStateMessage = stateAfterFirstBatch.get(0);
-    final String stateTypeFromFirstStateMessage = firstSyncStateMessage.getStream().getStreamState().get("state_type").asText();
-
-    // Since the flow reclassified the stream to do initial load using xmin
-    // It should only contain a single final state of xmin type.
-    assertEquals("xmin", stateTypeFromFirstStateMessage);
-    assertFalse(firstSyncStateMessage.getStream().getStreamState().has("ctid"));
-    assertFalse(firstSyncStateMessage.getStream().getStreamState().has("incremental_state"));
-
-    // Assert that the last message in the sequence is a state message
-    assertMessageSequence(recordsFromFirstSync);
-
-    // Read with the final xmin state message should return no data
-    final List<AirbyteMessage> syncWithXminStateType =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog,
-            Jsons.jsonNode(Collections.singletonList(firstSyncStateMessage))));
-    setEmittedAtToNull(syncWithXminStateType);
-    assertEquals(0, filterRecords(syncWithXminStateType).size());
-
-    // Even though no records were emitted, a state message is still expected
-    final List<AirbyteStateMessage> stateAfterXminSync = extractStateMessage(syncWithXminStateType);
-    assertEquals(1, stateAfterXminSync.size());
-    // Since no records were returned so the state should be the same as before; just without the
-    // counts.
-    firstSyncStateMessage.setSourceStats(new AirbyteStateStats().withRecordCount(0.0));
-    assertEquals(firstSyncStateMessage, stateAfterXminSync.get(0));
-
-    // We add some data and perform a third read. We should verify that (i) a delete is not captured and
-    // (ii) the new record that is inserted into the
-    // table is read.
-    testdb.query(ctx -> {
-      ctx.fetch("DELETE FROM id_and_name WHERE id = 'NaN';");
-      ctx.fetch("INSERT INTO id_and_name (id, name, power) VALUES (3, 'gohan', 222.1);");
-      return null;
-    });
-
-    final List<AirbyteMessage> recordsAfterLastSync =
-        MoreIterators.toList(source().read(getXminConfig(), configuredCatalog,
-            Jsons.jsonNode(Collections.singletonList(stateAfterXminSync.get(0)))));
-    setEmittedAtToNull(recordsAfterLastSync);
-    assertThat(filterRecords(recordsAfterLastSync)).containsExactlyElementsOf(NEXT_RECORD_MESSAGES);
-    assertMessageSequence(recordsAfterLastSync);
-    final List<AirbyteStateMessage> stateAfterLastSync = extractStateMessage(recordsAfterLastSync);
-    assertEquals(1, stateAfterLastSync.size());
-
-    final AirbyteStateMessage finalStateMesssage = stateAfterLastSync.get(0);
-    final String stateTypeFromFinalStateMessage = finalStateMesssage.getStream().getStreamState().get("state_type").asText();
-    assertEquals("xmin", stateTypeFromFinalStateMessage);
-    assertTrue(finalStateMesssage.getStream().getStreamState().get("xmin_xid_value").asLong() > firstSyncStateMessage.getStream().getStreamState()
-        .get("xmin_xid_value").asLong());
-    assertTrue(finalStateMesssage.getStream().getStreamState().get("xmin_raw_value").asLong() > firstSyncStateMessage.getStream().getStreamState()
-        .get("xmin_raw_value").asLong());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIteratorTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIteratorTest.java
deleted file mode 100644
index c0d2f157518d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/ctid/InitialSyncCtidIteratorTest.java
+++ /dev/null
@@ -1,117 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.ctid;
-
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.EIGHT_KB;
-import static io.airbyte.integrations.source.postgres.ctid.InitialSyncCtidIteratorConstants.GIGABYTE;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-
-import java.util.List;
-import org.apache.commons.lang3.tuple.Pair;
-import org.junit.jupiter.api.Test;
-
-public class InitialSyncCtidIteratorTest {
-
-  @Test
-  void testCtidQueryBounds() {
-    var chunks = InitialSyncCtidIterator.ctidQueryPlan(Ctid.ZERO, 380545032192L, 8192L, 50, GIGABYTE);
-    var expected = List.of(
-        Pair.of(Ctid.ZERO, Ctid.of(6553600, 0)),
-        Pair.of(Ctid.of(6553600, 0), Ctid.of(13107200, 0)),
-        Pair.of(Ctid.of(13107200, 0), Ctid.of(19660800, 0)),
-        Pair.of(Ctid.of(19660800, 0), Ctid.of(26214400, 0)),
-        Pair.of(Ctid.of(26214400, 0), Ctid.of(32768000, 0)),
-        Pair.of(Ctid.of(32768000, 0), Ctid.of(39321600, 0)),
-        Pair.of(Ctid.of(39321600, 0), Ctid.of(45875200, 0)),
-        Pair.of(Ctid.of(45875200, 0), null));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidQueryPlan(new Ctid("(23000000,123)"), 380545032192L, 8192L, 45, GIGABYTE);
-    expected = List.of(
-        Pair.of(Ctid.of("(23000000,123)"), Ctid.of(28898240, 0)),
-        Pair.of(Ctid.of(28898240, 0), Ctid.of("(34796480,0)")),
-        Pair.of(Ctid.of("(34796480,0)"), Ctid.of(40694720, 0)),
-        Pair.of(Ctid.of(40694720, 0), null));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidQueryPlan(Ctid.of(0, 0), 380545L, 8192L, 45, GIGABYTE);
-    expected = List.of(Pair.of(Ctid.ZERO, null));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidQueryPlan(Ctid.of(9876, 5432), 380545L, 8192L, 45, GIGABYTE);
-    expected = List.of(
-        Pair.of(Ctid.of(9876, 5432), null));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidQueryPlan(Ctid.ZERO, 4096L, 8192L, 45, GIGABYTE);
-    expected = List.of(
-        Pair.of(Ctid.ZERO, null));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidQueryPlan(Ctid.of(8, 1), 819200L, 81920L, 50, EIGHT_KB);
-    expected = List.of(Pair.of(Ctid.of(8, 1), Ctid.of(9, 0)), Pair.of(Ctid.of(9, 0), Ctid.of(10, 0)));
-    assertEquals(expected, chunks);
-  }
-
-  @Test
-  void testLegacyCtidQueryBounds() {
-    var chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(Ctid.of(0, 184), 3805450321L, 8192L, 50, GIGABYTE, 185);
-    var expected = List.of(
-        Pair.of(Ctid.of(0, 185), Ctid.of(27027, 185)),
-        Pair.of(Ctid.of(27028, 1), Ctid.of(54054, 185)),
-        Pair.of(Ctid.of(54055, 1), Ctid.of(81081, 185)),
-        Pair.of(Ctid.of(81082, 1), Ctid.of(108108, 185)),
-        Pair.of(Ctid.of(108109, 1), Ctid.of(135135, 185)),
-        Pair.of(Ctid.of(135136, 1), Ctid.of(162162, 185)),
-        Pair.of(Ctid.of(162163, 1), Ctid.of(189189, 185)),
-        Pair.of(Ctid.of(189190, 1), Ctid.of(216216, 185)),
-        Pair.of(Ctid.of(216217, 1), Ctid.of(243243, 185)),
-        Pair.of(Ctid.of(243244, 1), Ctid.of(270270, 185)),
-        Pair.of(Ctid.of(270271, 1), Ctid.of(297297, 185)),
-        Pair.of(Ctid.of(297298, 1), Ctid.of(324324, 185)),
-        Pair.of(Ctid.of(324325, 1), Ctid.of(351351, 185)),
-        Pair.of(Ctid.of(351352, 1), Ctid.of(378378, 185)),
-        Pair.of(Ctid.of(378379, 1), Ctid.of(405405, 185)),
-        Pair.of(Ctid.of(405406, 1), Ctid.of(432432, 185)),
-        Pair.of(Ctid.of(432433, 1), Ctid.of(459459, 185)),
-        Pair.of(Ctid.of(459460, 1), Ctid.of(486486, 185)),
-        Pair.of(Ctid.of(486487, 1), Ctid.of(513513, 185)));
-
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(new Ctid("(1314328,123)"), 9805450321L, 8192L, 45, GIGABYTE, 10005);
-    expected = List.of(
-        Pair.of(Ctid.of("(1314328,124)"), Ctid.of(1314827, 10005)),
-        Pair.of(Ctid.of("(1314828,1)"), Ctid.of(1315326, 10005)),
-        Pair.of(Ctid.of("(1315327,1)"), Ctid.of(1315825, 10005)),
-        Pair.of(Ctid.of("(1315826,1)"), Ctid.of(1316324, 10005)),
-        Pair.of(Ctid.of("(1316325,1)"), Ctid.of(1316823, 10005)));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(Ctid.of(0, 0), 380545L, 8192L, 45, GIGABYTE, 55);
-    expected = List.of(Pair.of(Ctid.of(0, 1), Ctid.of(90909, 55)));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(Ctid.of(9876, 5432), 380545L, 8192L, 45, GIGABYTE, 5);
-    expected = List.of(
-        Pair.of(Ctid.of(9877, 1), Ctid.of(1009877, 5)));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(Ctid.ZERO, 4096L, 8192L, 45, GIGABYTE, 226);
-    expected = List.of(
-        Pair.of(Ctid.of(0, 1), Ctid.of(22123, 226)));
-    assertEquals(expected, chunks);
-
-    // Simulate an empty table - expected to generate an empty query plan
-    chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(Ctid.ZERO, 4096L, 8192L, 45, GIGABYTE, 1);
-    expected = List.of(Pair.of(Ctid.of(0, 1), Ctid.of(5000000, 1)));
-    assertEquals(expected, chunks);
-
-    chunks = InitialSyncCtidIterator.ctidLegacyQueryPlan(Ctid.of(8, 1), 819200L, 81920L, 50, EIGHT_KB, 1);
-    expected = List.of(Pair.of(Ctid.of(9, 1), Ctid.of(10, 1)), Pair.of(Ctid.of(11, 1), Ctid.of(11, 1)));
-    assertEquals(expected, chunks);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/cursor_based/CursorBasedCtidUtilsTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/cursor_based/CursorBasedCtidUtilsTest.java
deleted file mode 100644
index 3955518e5cc2..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/cursor_based/CursorBasedCtidUtilsTest.java
+++ /dev/null
@@ -1,179 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.cursor_based;
-
-import static io.airbyte.integrations.source.postgres.cursor_based.CursorBasedCtidUtils.categoriseStreams;
-import static io.airbyte.integrations.source.postgres.cursor_based.CursorBasedCtidUtils.reclassifyCategorisedCtidStreams;
-import static io.airbyte.integrations.source.postgres.utils.PostgresUnitTestsUtil.generateStateMessage;
-import static org.assertj.core.api.Assertions.assertThat;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StreamStateManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.StreamsCategorised;
-import io.airbyte.integrations.source.postgres.cursor_based.CursorBasedCtidUtils.CursorBasedStreams;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.integrations.source.postgres.internal.models.CursorBasedStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import org.junit.jupiter.api.Test;
-
-public class CursorBasedCtidUtilsTest {
-
-  @Test
-  public void emptyStateTest() {
-    final ConfiguredAirbyteCatalog configuredCatalog = new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(STREAM_1, STREAM_2));
-    final StreamStateManager streamStateManager = new StreamStateManager(Collections.emptyList(), configuredCatalog);
-    final StreamsCategorised<CursorBasedStreams> streamsCategorised = categoriseStreams(streamStateManager, configuredCatalog);
-
-    assertEquals(2, streamsCategorised.ctidStreams().streamsForCtidSync().size());
-    assertEquals(0, streamsCategorised.remainingStreams().streamsForCursorBasedSync().size());
-    assertTrue(streamsCategorised.remainingStreams().streamsForCursorBasedSync().isEmpty());
-    assertThat(streamsCategorised.ctidStreams().streamsForCtidSync()).containsExactlyInAnyOrder(STREAM_1, STREAM_2);
-  }
-
-  @Test
-  public void correctOneCtidOneCursorBasedTest() {
-    final ConfiguredAirbyteCatalog configuredCatalog = new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(STREAM_1, STREAM_2));
-    final JsonNode stream1CtidStatus = Jsons.jsonNode(new CtidStatus()
-        .withStateType(StateType.CTID)
-        .withCtid("(0,0)")
-        .withRelationFilenode(456L));
-
-    final JsonNode stream2CursorBased = Jsons.jsonNode(new CursorBasedStatus()
-        .withStateType(StateType.CURSOR_BASED)
-        .withStreamName(STREAM_2.getStream().getName())
-        .withStreamNamespace(STREAM_2.getStream().getNamespace())
-        .withCursorField(List.of("COL_ID"))
-        .withCursor("1")
-        .withCursorRecordCount(1L));
-
-    final JsonNode stream2CursorBasedJson = Jsons.jsonNode(stream2CursorBased);
-    final AirbyteStateMessage stream1CtidState = generateStateMessage(STREAM_1.getStream().getName(), STREAM_1.getStream().getNamespace(),
-        stream1CtidStatus);
-    final AirbyteStateMessage stream2StandardState = generateStateMessage(STREAM_2.getStream().getName(), STREAM_2.getStream().getNamespace(),
-        stream2CursorBasedJson);
-    final StreamStateManager streamStateManager = new StreamStateManager(List.of(stream1CtidState, stream2StandardState), configuredCatalog);
-    final StreamsCategorised<CursorBasedStreams> streamsCategorised = categoriseStreams(streamStateManager, configuredCatalog);
-
-    assertEquals(streamsCategorised.ctidStreams().streamsForCtidSync().size(), 1);
-    assertEquals(streamsCategorised.remainingStreams().streamsForCursorBasedSync().size(), 1);
-    assertEquals(streamsCategorised.ctidStreams().streamsForCtidSync().stream().findFirst().get(), STREAM_1);
-    assertEquals(streamsCategorised.remainingStreams().streamsForCursorBasedSync().stream().findFirst().get(), STREAM_2);
-  }
-
-  @Test
-  public void correctEmptyCtidTest() {
-    final ConfiguredAirbyteCatalog configuredCatalog = new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(STREAM_1, STREAM_2));
-    final JsonNode standardStatus = Jsons.jsonNode(new CursorBasedStatus()
-        .withStateType(StateType.CURSOR_BASED)
-        .withStreamName(STREAM_2.getStream().getName())
-        .withStreamNamespace(STREAM_2.getStream().getNamespace())
-        .withCursorField(List.of("COL_ID"))
-        .withCursor("1")
-        .withCursorRecordCount(1L));
-
-    final AirbyteStateMessage stream1CtidState = generateStateMessage(STREAM_1.getStream().getName(), STREAM_1.getStream().getNamespace(),
-        standardStatus);
-    final AirbyteStateMessage stream2StandardState = generateStateMessage(STREAM_2.getStream().getName(), STREAM_2.getStream().getNamespace(),
-        standardStatus);
-    final StreamStateManager streamStateManager = new StreamStateManager(List.of(stream1CtidState, stream2StandardState), configuredCatalog);
-    final StreamsCategorised<CursorBasedStreams> streamsCategorised = categoriseStreams(streamStateManager, configuredCatalog);
-
-    assertEquals(streamsCategorised.ctidStreams().streamsForCtidSync().size(), 0);
-    assertEquals(streamsCategorised.remainingStreams().streamsForCursorBasedSync().size(), 2);
-    assertThat(streamsCategorised.remainingStreams().streamsForCursorBasedSync()).containsExactlyInAnyOrder(STREAM_1, STREAM_2);
-
-  }
-
-  @Test
-  public void reclassifyCategorisedCtidStreamTest() {
-    final ConfiguredAirbyteCatalog configuredCatalog = new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(STREAM_1, STREAM_2));
-    final StreamStateManager streamStateManager = new StreamStateManager(Collections.emptyList(), configuredCatalog);
-    final StreamsCategorised<CursorBasedStreams> streamsCategorised = categoriseStreams(streamStateManager, configuredCatalog);
-
-    List<AirbyteStreamNameNamespacePair> reclassify =
-        Collections.singletonList(new AirbyteStreamNameNamespacePair(STREAM_1.getStream().getName(), STREAM_1.getStream().getNamespace()));
-    reclassifyCategorisedCtidStreams(streamsCategorised, reclassify);
-    assertEquals(1, streamsCategorised.ctidStreams().streamsForCtidSync().size());
-    assertEquals(1, streamsCategorised.remainingStreams().streamsForCursorBasedSync().size());
-    assertFalse(streamsCategorised.remainingStreams().streamsForCursorBasedSync().isEmpty());
-    assertThat(streamsCategorised.ctidStreams().streamsForCtidSync()).containsExactlyInAnyOrder(STREAM_2);
-    assertThat(streamsCategorised.remainingStreams().streamsForCursorBasedSync()).containsExactlyInAnyOrder(STREAM_1);
-  }
-
-  @Test
-  public void fullRefreshStreamCategorisationTest() {
-    final ConfiguredAirbyteStream STREAM_3_FULL_REFRESH = CatalogHelpers.toDefaultConfiguredStream(CatalogHelpers.createAirbyteStream(
-        "STREAM_3",
-        "SCHEMA",
-        Field.of("COL_ID", JsonSchemaType.INTEGER),
-        Field.of("COL_MAKE_ID", JsonSchemaType.INTEGER),
-        Field.of("COL_MODEL", JsonSchemaType.STRING))
-        .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-        .withSourceDefinedPrimaryKey(List.of(List.of("COL_ID"))));
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(STREAM_1, STREAM_2, STREAM_3_FULL_REFRESH));
-    final JsonNode stream1CtidStatus = Jsons.jsonNode(new CtidStatus()
-        .withStateType(StateType.CTID)
-        .withCtid("(0,0)")
-        .withRelationFilenode(456L));
-
-    final JsonNode stream2CursorBased = Jsons.jsonNode(new CursorBasedStatus()
-        .withStateType(StateType.CURSOR_BASED)
-        .withStreamName(STREAM_2.getStream().getName())
-        .withStreamNamespace(STREAM_2.getStream().getNamespace())
-        .withCursorField(List.of("COL_ID"))
-        .withCursor("1")
-        .withCursorRecordCount(1L));
-
-    final JsonNode stream2CursorBasedJson = Jsons.jsonNode(stream2CursorBased);
-    final AirbyteStateMessage stream1CtidState = generateStateMessage(STREAM_1.getStream().getName(), STREAM_1.getStream().getNamespace(),
-        stream1CtidStatus);
-    final AirbyteStateMessage stream2StandardState = generateStateMessage(STREAM_2.getStream().getName(), STREAM_2.getStream().getNamespace(),
-        stream2CursorBasedJson);
-    final StreamStateManager streamStateManager = new StreamStateManager(List.of(stream1CtidState, stream2StandardState), configuredCatalog);
-    final StreamsCategorised<CursorBasedStreams> streamsCategorised = categoriseStreams(streamStateManager, configuredCatalog);
-
-    assertEquals(streamsCategorised.ctidStreams().streamsForCtidSync().size(), 2);
-    assertEquals(streamsCategorised.remainingStreams().streamsForCursorBasedSync().size(), 1);
-    assertTrue(streamsCategorised.remainingStreams().streamsForCursorBasedSync().contains(STREAM_2));
-    assertFalse(streamsCategorised.remainingStreams().streamsForCursorBasedSync().contains(STREAM_3_FULL_REFRESH));
-  }
-
-  private static final ConfiguredAirbyteStream STREAM_1 = CatalogHelpers.toDefaultConfiguredStream(CatalogHelpers.createAirbyteStream(
-      "STREAM_1",
-      "SCHEMA",
-      Field.of("COL_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MAKE_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MODEL", JsonSchemaType.STRING))
-      .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-      .withSourceDefinedPrimaryKey(List.of(List.of("COL_ID")))).withSyncMode(SyncMode.INCREMENTAL);
-
-  private static final ConfiguredAirbyteStream STREAM_2 = CatalogHelpers.toDefaultConfiguredStream(CatalogHelpers.createAirbyteStream(
-      "STREAM_2",
-      "SCHEMA",
-      Field.of("COL_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MAKE_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MODEL", JsonSchemaType.STRING))
-      .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-      .withSourceDefinedPrimaryKey(List.of(List.of("COL_ID")))).withSyncMode(SyncMode.INCREMENTAL);
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/utils/PostgresUnitTestsUtil.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/utils/PostgresUnitTestsUtil.java
deleted file mode 100644
index 62b1ef255111..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/utils/PostgresUnitTestsUtil.java
+++ /dev/null
@@ -1,97 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.utils;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-
-public class PostgresUnitTestsUtil {
-
-  public static void setEmittedAtToNull(final Iterable<AirbyteMessage> messages) {
-    for (final AirbyteMessage actualMessage : messages) {
-      if (actualMessage.getRecord() != null) {
-        actualMessage.getRecord().setEmittedAt(null);
-      }
-    }
-  }
-
-  public static AirbyteMessage createRecord(final String stream, final Map<Object, Object> data, String schemaName) {
-    return new AirbyteMessage().withType(Type.RECORD)
-        .withRecord(new AirbyteRecordMessage().withData(Jsons.jsonNode(data)).withStream(stream).withNamespace(schemaName));
-  }
-
-  public static AirbyteMessage createRecord(final String stream, final String namespace, final Map<Object, Object> data) {
-    return new AirbyteMessage().withType(Type.RECORD)
-        .withRecord(new AirbyteRecordMessage().withData(Jsons.jsonNode(data)).withStream(stream).withNamespace(namespace));
-  }
-
-  public static Map<Object, Object> map(final Object... entries) {
-    if (entries.length % 2 != 0) {
-      throw new IllegalArgumentException("Entries must have even length");
-    }
-
-    return new HashMap<>() {
-
-      {
-        for (int i = 0; i < entries.length; i++) {
-          put(entries[i++], entries[i]);
-        }
-      }
-
-    };
-  }
-
-  public static AirbyteStateMessage generateStateMessage(final String streamName, final String namespace, final JsonNode stateData) {
-    return new AirbyteStateMessage()
-        .withType(AirbyteStateType.STREAM)
-        .withStream(new AirbyteStreamState()
-            .withStreamDescriptor(new StreamDescriptor()
-                .withName(streamName)
-                .withNamespace(namespace))
-            .withStreamState(stateData));
-  }
-
-  public static List<AirbyteStateMessage> extractStateMessage(final List<AirbyteMessage> messages) {
-    return messages.stream().filter(r -> r.getType() == Type.STATE).map(AirbyteMessage::getState)
-        .collect(Collectors.toList());
-  }
-
-  public static List<AirbyteStateMessage> extractStateMessage(final List<AirbyteMessage> messages, final String streamName) {
-    return messages.stream().filter(r -> r.getType() == Type.STATE &&
-        r.getState().getStream().getStreamDescriptor().getName().equals(streamName)).map(AirbyteMessage::getState)
-        .collect(Collectors.toList());
-  }
-
-  public static List<AirbyteMessage> filterRecords(final List<AirbyteMessage> messages) {
-    return messages.stream().filter(r -> r.getType() == Type.RECORD)
-        .collect(Collectors.toList());
-  }
-
-  public static Set<AirbyteMessage> filterRecords(final Set<AirbyteMessage> messages) {
-    return messages.stream().filter(r -> r.getType() == Type.RECORD)
-        .collect(Collectors.toSet());
-  }
-
-  public static List<String> extractSpecificFieldFromCombinedMessages(final List<AirbyteMessage> messages,
-                                                                      final String streamName,
-                                                                      final String field) {
-    return extractStateMessage(messages).stream()
-        .filter(s -> s.getStream().getStreamDescriptor().getName().equals(streamName))
-        .map(s -> s.getStream().getStreamState().get(field) != null ? s.getStream().getStreamState().get(field).asText() : "").toList();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/PostgresXminHandlerTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/PostgresXminHandlerTest.java
deleted file mode 100644
index b13d73b1a609..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/PostgresXminHandlerTest.java
+++ /dev/null
@@ -1,53 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import static org.junit.jupiter.api.Assertions.assertFalse;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import org.junit.jupiter.api.Test;
-
-public class PostgresXminHandlerTest {
-
-  @Test
-  void testWraparound() {
-    final XminStatus initialStatus =
-        new XminStatus()
-            .withNumWraparound(0L)
-            .withXminRawValue(5555L)
-            .withXminRawValue(5555L);
-    final JsonNode initialStatusAsJson = Jsons.jsonNode(initialStatus);
-
-    final XminStatus noWrapAroundStatus =
-        new XminStatus()
-            .withNumWraparound(0L)
-            .withXminRawValue(5588L)
-            .withXminRawValue(5588L);
-    assertFalse(PostgresXminHandler.isSingleWraparound(initialStatus, noWrapAroundStatus));
-    assertFalse(PostgresXminHandler.shouldPerformFullSync(noWrapAroundStatus, initialStatusAsJson));
-
-    final XminStatus singleWrapAroundStatus =
-        new XminStatus()
-            .withNumWraparound(1L)
-            .withXminRawValue(5588L)
-            .withXminRawValue(4294972884L);
-
-    assertTrue(PostgresXminHandler.isSingleWraparound(initialStatus, singleWrapAroundStatus));
-    assertFalse(PostgresXminHandler.shouldPerformFullSync(singleWrapAroundStatus, initialStatusAsJson));
-
-    final XminStatus doubleWrapAroundStatus =
-        new XminStatus()
-            .withNumWraparound(2L)
-            .withXminRawValue(5588L)
-            .withXminRawValue(8589940180L);
-
-    assertFalse(PostgresXminHandler.isSingleWraparound(initialStatus, doubleWrapAroundStatus));
-    assertTrue(PostgresXminHandler.shouldPerformFullSync(doubleWrapAroundStatus, initialStatusAsJson));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminCtidUtilsTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminCtidUtilsTest.java
deleted file mode 100644
index 1add286adfd2..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminCtidUtilsTest.java
+++ /dev/null
@@ -1,146 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import static org.assertj.core.api.Assertions.assertThat;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-import com.fasterxml.jackson.databind.JsonNode;
-import com.google.common.collect.Lists;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StreamStateManager;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.ctid.CtidUtils.StreamsCategorised;
-import io.airbyte.integrations.source.postgres.internal.models.CtidStatus;
-import io.airbyte.integrations.source.postgres.internal.models.InternalModels.StateType;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.integrations.source.postgres.xmin.XminCtidUtils.XminStreams;
-import io.airbyte.protocol.models.Field;
-import io.airbyte.protocol.models.JsonSchemaType;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.CatalogHelpers;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import io.airbyte.protocol.models.v0.SyncMode;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-import org.junit.jupiter.api.Test;
-
-public class XminCtidUtilsTest {
-
-  private static final ConfiguredAirbyteStream MODELS_STREAM = CatalogHelpers.toDefaultConfiguredStream(CatalogHelpers.createAirbyteStream(
-      "MODELS_STREAM_NAME",
-      "MODELS_SCHEMA",
-      Field.of("COL_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MAKE_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MODEL", JsonSchemaType.STRING))
-      .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-      .withSourceDefinedPrimaryKey(List.of(List.of("COL_ID"))))
-      .withSyncMode(SyncMode.INCREMENTAL);
-
-  private static final ConfiguredAirbyteStream MODELS_STREAM_2 = CatalogHelpers.toDefaultConfiguredStream(CatalogHelpers.createAirbyteStream(
-      "MODELS_STREAM_NAME_2",
-      "MODELS_SCHEMA",
-      Field.of("COL_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MAKE_ID", JsonSchemaType.INTEGER),
-      Field.of("COL_MODEL", JsonSchemaType.STRING))
-      .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-      .withSourceDefinedPrimaryKey(List.of(List.of("COL_ID"))))
-      .withSyncMode(SyncMode.INCREMENTAL);
-
-  @Test
-  public void emptyStateTest() {
-    final ConfiguredAirbyteCatalog configuredCatalog = new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(MODELS_STREAM, MODELS_STREAM_2));
-    final XminStatus xminStatus = new XminStatus().withStateType(StateType.XMIN).withVersion(2L).withXminXidValue(9L).withXminRawValue(9L)
-        .withNumWraparound(1L);
-    final StreamStateManager streamStateManager = new StreamStateManager(Collections.emptyList(), configuredCatalog);
-    final StreamsCategorised<XminStreams> streamsCategorised = XminCtidUtils.categoriseStreams(streamStateManager, configuredCatalog, xminStatus);
-
-    assertTrue(streamsCategorised.remainingStreams().streamsForXminSync().isEmpty());
-    assertTrue(streamsCategorised.remainingStreams().statesFromXminSync().isEmpty());
-
-    assertEquals(2, streamsCategorised.ctidStreams().streamsForCtidSync().size());
-    assertThat(streamsCategorised.ctidStreams().streamsForCtidSync()).containsExactlyInAnyOrder(MODELS_STREAM, MODELS_STREAM_2);
-    assertTrue(streamsCategorised.ctidStreams().statesFromCtidSync().isEmpty());
-  }
-
-  @Test
-  public void correctCategorisationTest() {
-    final ConfiguredAirbyteCatalog configuredCatalog = new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(MODELS_STREAM, MODELS_STREAM_2));
-    final XminStatus xminStatus = new XminStatus().withStateType(StateType.XMIN).withVersion(2L).withXminXidValue(9L).withXminRawValue(9L)
-        .withNumWraparound(1L);
-    final JsonNode xminStatusAsJson = Jsons.jsonNode(xminStatus);
-    final AirbyteStateMessage xminState = generateStateMessage(xminStatusAsJson,
-        new StreamDescriptor().withName(MODELS_STREAM.getStream().getName()).withNamespace(MODELS_STREAM.getStream().getNamespace()));
-
-    final CtidStatus ctidStatus = new CtidStatus().withStateType(StateType.CTID).withVersion(2L).withCtid("123").withRelationFilenode(456L)
-        .withIncrementalState(xminStatusAsJson);
-    final JsonNode ctidStatusAsJson = Jsons.jsonNode(ctidStatus);
-    final AirbyteStateMessage ctidState = generateStateMessage(ctidStatusAsJson,
-        new StreamDescriptor().withName(MODELS_STREAM_2.getStream().getName()).withNamespace(MODELS_STREAM_2.getStream().getNamespace()));
-
-    final StreamStateManager streamStateManager = new StreamStateManager(Arrays.asList(xminState, ctidState), configuredCatalog);
-    final StreamsCategorised<XminStreams> streamsCategorised = XminCtidUtils.categoriseStreams(streamStateManager, configuredCatalog, xminStatus);
-
-    assertEquals(1, streamsCategorised.remainingStreams().streamsForXminSync().size());
-    assertEquals(MODELS_STREAM, streamsCategorised.remainingStreams().streamsForXminSync().get(0));
-    assertEquals(1, streamsCategorised.remainingStreams().statesFromXminSync().size());
-    assertEquals(xminState, streamsCategorised.remainingStreams().statesFromXminSync().get(0));
-
-    assertEquals(1, streamsCategorised.ctidStreams().streamsForCtidSync().size());
-    assertEquals(MODELS_STREAM_2, streamsCategorised.ctidStreams().streamsForCtidSync().get(0));
-    assertEquals(1, streamsCategorised.ctidStreams().statesFromCtidSync().size());
-    assertEquals(ctidState, streamsCategorised.ctidStreams().statesFromCtidSync().get(0));
-  }
-
-  @Test
-  public void fullRefreshStreamCategorisationTest() {
-    final ConfiguredAirbyteStream MODELS_STREAM_3_FULL_REFRESH = CatalogHelpers.toDefaultConfiguredStream(CatalogHelpers.createAirbyteStream(
-        "MODELS_STREAM_NAME_3",
-        "MODELS_SCHEMA",
-        Field.of("COL_ID", JsonSchemaType.INTEGER),
-        Field.of("COL_MAKE_ID", JsonSchemaType.INTEGER),
-        Field.of("COL_MODEL", JsonSchemaType.STRING))
-        .withSupportedSyncModes(Lists.newArrayList(SyncMode.FULL_REFRESH, SyncMode.INCREMENTAL))
-        .withSourceDefinedPrimaryKey(List.of(List.of("COL_ID"))));
-
-    final ConfiguredAirbyteCatalog configuredCatalog =
-        new ConfiguredAirbyteCatalog().withStreams(Arrays.asList(MODELS_STREAM, MODELS_STREAM_2, MODELS_STREAM_3_FULL_REFRESH));
-    final XminStatus xminStatus = new XminStatus().withStateType(StateType.XMIN).withVersion(2L).withXminXidValue(9L).withXminRawValue(9L)
-        .withNumWraparound(1L);
-    final JsonNode xminStatusAsJson = Jsons.jsonNode(xminStatus);
-    final AirbyteStateMessage xminState = generateStateMessage(xminStatusAsJson,
-        new StreamDescriptor().withName(MODELS_STREAM.getStream().getName()).withNamespace(MODELS_STREAM.getStream().getNamespace()));
-
-    final CtidStatus ctidStatus = new CtidStatus().withStateType(StateType.CTID).withVersion(2L).withCtid("123").withRelationFilenode(456L)
-        .withIncrementalState(xminStatusAsJson);
-    final JsonNode ctidStatusAsJson = Jsons.jsonNode(ctidStatus);
-    final AirbyteStateMessage ctidState = generateStateMessage(ctidStatusAsJson,
-        new StreamDescriptor().withName(MODELS_STREAM_2.getStream().getName()).withNamespace(MODELS_STREAM_2.getStream().getNamespace()));
-
-    final StreamStateManager streamStateManager = new StreamStateManager(Arrays.asList(xminState, ctidState), configuredCatalog);
-    final StreamsCategorised<XminStreams> streamsCategorised = XminCtidUtils.categoriseStreams(streamStateManager, configuredCatalog, xminStatus);
-
-    assertEquals(1, streamsCategorised.remainingStreams().streamsForXminSync().size());
-    assertEquals(MODELS_STREAM, streamsCategorised.remainingStreams().streamsForXminSync().get(0));
-    assertEquals(1, streamsCategorised.remainingStreams().statesFromXminSync().size());
-    assertEquals(xminState, streamsCategorised.remainingStreams().statesFromXminSync().get(0));
-
-    assertEquals(2, streamsCategorised.ctidStreams().streamsForCtidSync().size());
-    assertEquals(1, streamsCategorised.ctidStreams().statesFromCtidSync().size());
-    assertEquals(ctidState, streamsCategorised.ctidStreams().statesFromCtidSync().get(0));
-
-  }
-
-  private AirbyteStateMessage generateStateMessage(final JsonNode stateData, final StreamDescriptor streamDescriptor) {
-    return new AirbyteStateMessage().withType(AirbyteStateType.STREAM)
-        .withStream(new AirbyteStreamState().withStreamDescriptor(streamDescriptor).withStreamState(stateData));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminSourceStateIteratorTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminSourceStateIteratorTest.java
deleted file mode 100644
index 79cd1dcb122b..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminSourceStateIteratorTest.java
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.NAMESPACE;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.RECORD_MESSAGE_1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.RECORD_MESSAGE_2;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.RECORD_MESSAGE_3;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.STREAM_NAME1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.XMIN_STATUS1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.createStateMessage1WithCount;
-import static org.junit.Assert.assertThrows;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertFalse;
-
-import io.airbyte.cdk.integrations.source.relationaldb.state.SourceStateIterator;
-import io.airbyte.cdk.integrations.source.relationaldb.state.StateEmitFrequency;
-import io.airbyte.commons.util.MoreIterators;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteStream;
-import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream;
-import java.sql.SQLException;
-import java.time.Duration;
-import java.util.Iterator;
-import org.junit.jupiter.api.Test;
-
-public class XminSourceStateIteratorTest {
-
-  private static Iterator<AirbyteMessage> messageIterator;
-
-  private Iterator<AirbyteMessage> createExceptionIterator() {
-    return new Iterator<>() {
-
-      final Iterator<AirbyteMessage> internalMessageIterator = MoreIterators.of(RECORD_MESSAGE_1, RECORD_MESSAGE_2,
-          RECORD_MESSAGE_3);
-
-      @Override
-      public boolean hasNext() {
-        return true;
-      }
-
-      @Override
-      public AirbyteMessage next() {
-        if (internalMessageIterator.hasNext()) {
-          return internalMessageIterator.next();
-        } else {
-          // this line throws a RunTimeException wrapped around a SQLException to mimic the flow of when a
-          // SQLException is thrown and wrapped in
-          // StreamingJdbcDatabase#tryAdvance
-          throw new RuntimeException(new SQLException("Connection marked broken because of SQLSTATE(080006)", "08006"));
-        }
-      }
-
-    };
-  };
-
-  @Test
-  void testSuccessfulSync() {
-    messageIterator = MoreIterators.of(RECORD_MESSAGE_1, RECORD_MESSAGE_2);
-    final XminStateManager manager = new XminStateManager(null);
-    manager.setCurrentXminStatus(XMIN_STATUS1);
-    final ConfiguredAirbyteStream stream =
-        new ConfiguredAirbyteStream().withStream(new AirbyteStream().withNamespace(NAMESPACE).withName(STREAM_NAME1));
-    final SourceStateIterator iterator = new SourceStateIterator(
-        messageIterator,
-        stream,
-        manager,
-        new StateEmitFrequency(0L, Duration.ofSeconds(1L)));
-
-    assertEquals(RECORD_MESSAGE_1, iterator.next());
-    assertEquals(RECORD_MESSAGE_2, iterator.next());
-    assertEquals(createStateMessage1WithCount(2.0), iterator.next());
-    assertFalse(iterator.hasNext());
-  }
-
-  @Test
-  void testSyncFail() {
-    messageIterator = MoreIterators.of(RECORD_MESSAGE_1, RECORD_MESSAGE_2);
-    final XminStateManager manager = new XminStateManager(null);
-    manager.setCurrentXminStatus(XMIN_STATUS1);
-    final ConfiguredAirbyteStream stream =
-        new ConfiguredAirbyteStream().withStream(new AirbyteStream().withNamespace(NAMESPACE).withName(STREAM_NAME1));
-    final SourceStateIterator iterator = new SourceStateIterator(
-        createExceptionIterator(),
-        stream,
-        manager,
-        new StateEmitFrequency(0L, Duration.ofSeconds(1L)));
-
-    assertEquals(RECORD_MESSAGE_1, iterator.next());
-    assertEquals(RECORD_MESSAGE_2, iterator.next());
-    assertEquals(RECORD_MESSAGE_3, iterator.next());
-    // We want to throw an exception here.
-    assertThrows(RuntimeException.class, () -> iterator.hasNext());
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminStateManagerTest.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminStateManagerTest.java
deleted file mode 100644
index 9e7a94458dff..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminStateManagerTest.java
+++ /dev/null
@@ -1,57 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.NAMESPACE;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.PAIR1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.PAIR2;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.STREAM_NAME1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.XMIN_STATE_MESSAGE_1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.XMIN_STATE_MESSAGE_2;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.XMIN_STATUS1;
-import static io.airbyte.integrations.source.postgres.xmin.XminTestConstants.XMIN_STATUS2;
-import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
-import static org.assertj.core.api.AssertionsForClassTypes.catchThrowable;
-
-import io.airbyte.commons.exceptions.ConfigErrorException;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import java.util.List;
-import org.junit.jupiter.api.Test;
-
-public class XminStateManagerTest {
-
-  @Test
-  void testCreationFromInvalidState() {
-    final AirbyteStateMessage airbyteStateMessage = new AirbyteStateMessage()
-        .withType(AirbyteStateType.STREAM)
-        .withStream(new AirbyteStreamState()
-            .withStreamDescriptor(new StreamDescriptor().withName(STREAM_NAME1).withNamespace(NAMESPACE))
-            .withStreamState(Jsons.jsonNode("Not a state object")));
-
-    final Throwable throwable = catchThrowable(() -> new XminStateManager(List.of(airbyteStateMessage)));
-    assertThat(throwable).isInstanceOf(ConfigErrorException.class)
-        .hasMessageContaining(
-            "Invalid per-stream state. If this connection was migrated to a Xmin incremental mode from a cursor-based or CDC incremental "
-                + "mode, please reset your connection and re-sync.");
-  }
-
-  @Test
-  void testGetXminStates() {
-    final XminStateManager xminStateManager = new XminStateManager(List.of(XMIN_STATE_MESSAGE_1.getState(), XMIN_STATE_MESSAGE_2.getState()));
-    assertThat(xminStateManager.getXminStatus(PAIR1)).isEqualTo(XMIN_STATUS1);
-    assertThat(xminStateManager.getXminStatus(PAIR2)).isEqualTo(XMIN_STATUS2);
-  }
-
-  @Test
-  void testCreateStateMessage() {
-    assertThat(XminStateManager.createStateMessage(PAIR1, XMIN_STATUS1)).isEqualTo(XMIN_STATE_MESSAGE_1);
-    assertThat(XminStateManager.createStateMessage(PAIR2, XMIN_STATUS2)).isEqualTo(XMIN_STATE_MESSAGE_2);
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminTestConstants.java b/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminTestConstants.java
deleted file mode 100644
index 9e21ae88699d..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/java/io/airbyte/integrations/source/postgres/xmin/XminTestConstants.java
+++ /dev/null
@@ -1,90 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres.xmin;
-
-import com.fasterxml.jackson.databind.ObjectMapper;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.internal.models.XminStatus;
-import io.airbyte.protocol.models.AirbyteStreamNameNamespacePair;
-import io.airbyte.protocol.models.v0.AirbyteMessage;
-import io.airbyte.protocol.models.v0.AirbyteMessage.Type;
-import io.airbyte.protocol.models.v0.AirbyteRecordMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage;
-import io.airbyte.protocol.models.v0.AirbyteStateMessage.AirbyteStateType;
-import io.airbyte.protocol.models.v0.AirbyteStateStats;
-import io.airbyte.protocol.models.v0.AirbyteStreamState;
-import io.airbyte.protocol.models.v0.StreamDescriptor;
-import org.testcontainers.shaded.com.google.common.collect.ImmutableMap;
-
-public class XminTestConstants {
-
-  public static final String NAMESPACE = "public";
-  public static final String STREAM_NAME1 = "cars";
-  public static final AirbyteStreamNameNamespacePair PAIR1 = new AirbyteStreamNameNamespacePair(STREAM_NAME1, NAMESPACE);
-
-  public static final String STREAM_NAME2 = "motorcycles";
-  public static final AirbyteStreamNameNamespacePair PAIR2 = new AirbyteStreamNameNamespacePair(STREAM_NAME2, NAMESPACE);
-
-  public static final long XID1 = 123123;
-  public static final XminStatus XMIN_STATUS1 = new XminStatus().withNumWraparound(0L).withXminRawValue(XID1).withXminXidValue(XID1);
-  public static final AirbyteMessage XMIN_STATE_MESSAGE_1 =
-      new AirbyteMessage()
-          .withType(Type.STATE)
-          .withState(new AirbyteStateMessage()
-              .withType(AirbyteStateType.STREAM)
-              .withStream(new AirbyteStreamState()
-                  .withStreamDescriptor(
-                      new StreamDescriptor()
-                          .withName(PAIR1.getName())
-                          .withNamespace(PAIR1.getNamespace()))
-                  .withStreamState(new ObjectMapper().valueToTree(XMIN_STATUS1))));
-
-  public static final long XID2 = 3145555;
-  public static final XminStatus XMIN_STATUS2 = new XminStatus().withNumWraparound(0L).withXminRawValue(XID2).withXminXidValue(XID2);
-  public static final AirbyteMessage XMIN_STATE_MESSAGE_2 =
-      new AirbyteMessage()
-          .withType(Type.STATE)
-          .withState(new AirbyteStateMessage()
-              .withType(AirbyteStateType.STREAM)
-              .withStream(new AirbyteStreamState()
-                  .withStreamDescriptor(
-                      new StreamDescriptor()
-                          .withName(PAIR2.getName())
-                          .withNamespace(PAIR2.getNamespace()))
-                  .withStreamState(new ObjectMapper().valueToTree(XMIN_STATUS2))));
-
-  public static final String UUID_FIELD_NAME = "ascending_inventory_uuid";
-
-  public static final String RECORD_VALUE_1 = "abc";
-  public static final AirbyteMessage RECORD_MESSAGE_1 = createRecordMessage(RECORD_VALUE_1);
-
-  public static final String RECORD_VALUE_2 = "def";
-  public static final AirbyteMessage RECORD_MESSAGE_2 = createRecordMessage(RECORD_VALUE_2);
-
-  public static final String RECORD_VALUE_3 = "ghi";
-  public static final AirbyteMessage RECORD_MESSAGE_3 = createRecordMessage(RECORD_VALUE_3);
-
-  public static AirbyteMessage createRecordMessage(final String recordValue) {
-    return new AirbyteMessage()
-        .withType(Type.RECORD)
-        .withRecord(new AirbyteRecordMessage()
-            .withData(Jsons.jsonNode(ImmutableMap.of(UUID_FIELD_NAME, recordValue))));
-  }
-
-  public static AirbyteMessage createStateMessage1WithCount(final double count) {
-    return new AirbyteMessage()
-        .withType(Type.STATE)
-        .withState(new AirbyteStateMessage()
-            .withType(AirbyteStateType.STREAM)
-            .withStream(new AirbyteStreamState()
-                .withStreamDescriptor(
-                    new StreamDescriptor()
-                        .withName(PAIR1.getName())
-                        .withNamespace(PAIR1.getNamespace()))
-                .withStreamState(new ObjectMapper().valueToTree(XMIN_STATUS1)))
-            .withSourceStats(new AirbyteStateStats().withRecordCount(count)));
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/kotlin/PostgresSourceExceptionHandlerTest.kt b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/PostgresSourceExceptionHandlerTest.kt
deleted file mode 100644
index 45277fedf192..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/test/kotlin/PostgresSourceExceptionHandlerTest.kt
+++ /dev/null
@@ -1,225 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-import io.airbyte.cdk.integrations.util.FailureType
-import io.airbyte.integrations.source.postgres.PostgresSourceExceptionHandler
-import org.junit.jupiter.api.Assertions
-import org.junit.jupiter.api.BeforeEach
-import org.junit.jupiter.api.Test
-import org.postgresql.util.PSQLException
-
-class PostgresSourceExceptionHandlerTest {
-    private var exceptionHandler: PostgresSourceExceptionHandler? = null
-
-    @BeforeEach
-    fun setUp() {
-        exceptionHandler = PostgresSourceExceptionHandler()
-    }
-
-    @Test
-    fun testTranslateTemporaryFileSizeExceedsLimitException() {
-        val exception =
-            PSQLException("ERROR: temporary file size exceeds temp_file_limit (500kB)", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Encountered an error while reading the database, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testIOException() {
-        val exception = PSQLException("An I/O error occured while sending to the backend", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Encountered an error while reading the database, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testPermissionException() {
-        val exception = PSQLException("ERROR: permission denied for table", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.CONFIG))
-        Assertions.assertEquals(
-            "Database read failed due to missing read permissions on a table. " +
-                "See the detailed error for the table name and update permissions accordingly.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testStatementTimeoutException() {
-        val exception = PSQLException("canceling statement due to statement timeout", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Database read failed due SQL statement timeout, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testHikariConnectionException() {
-        val exception = PSQLException("connection is not available, request timed out after", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Database read failed due to connection timeout, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testConnectionTimeoutException() {
-        val exception = PSQLException("Timed out after 15000 msec", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals("Database connection timeout, will retry.", externalMessage)
-    }
-
-    @Test
-    fun testSocketException() {
-        val exception = PSQLException("java.net.SocketException: Socket is closed", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Database connection error when performing CDC reads, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testBrokenPipeException() {
-        val exception = PSQLException("java.net.SocketException: Broken pipe", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Database connection error when performing CDC reads, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testReplicationSlotException() {
-        val exception =
-            PSQLException("ERROR: cannot read from logical replication slot \"airbyte_slot\"", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.CONFIG))
-        Assertions.assertEquals(
-            "The configured replication slot has been dropped or has corrupted. Please recreate the replication slot.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testConnectionClosedException() {
-        val exception = PSQLException("This connection has been closed", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "The connection to the Postgres server was unexpectedly closed, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testConnectionClosedCaseInsensitiveException() {
-        val exception = PSQLException("ERROR: THIS CONNECTION HAS BEEN CLOSED.", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "The connection to the Postgres server was unexpectedly closed, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testDebeziumConnectionException() {
-        val exception = PSQLException("Connection or outbound has closed", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "The connection to the Postgres server was lost, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testRecoveryInProgressException() {
-        val exception = PSQLException("recovery is in progress", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "Postgres server is currently in recovery mode, will retry.",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testRecoveryConflictCancelationException() {
-        val exception =
-            PSQLException("ERROR: canceling statement due to conflict with recovery.", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "We're having issues syncing from a Postgres replica that is configured as a hot standby server. " +
-                "Please see https://go.airbyte.com/pg-hot-standby-error-message for options and workarounds",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testRecoveryConflictTerminationException() {
-        val exception = PSQLException("terminating connection due to conflict with recovery", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "We're having issues syncing from a Postgres replica that is configured as a hot standby server. " +
-                "Please see https://go.airbyte.com/pg-hot-standby-error-message for options and workarounds",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testTransactionTimeoutException() {
-        val exception =
-            PSQLException("terminating connection due to idle-in-transaction timeout", null)
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.CONFIG))
-        Assertions.assertEquals(
-            "Postgres server closed the connection due to an idle-in-transaction timeout. Please review your server's timeout configuration " +
-                "and increase the timeout if needed",
-            externalMessage
-        )
-    }
-
-    @Test
-    fun testGeneralDebeziumException() {
-        val exception =
-            PSQLException(
-                "An exception occurred in the change event producer. This connector will be stopped.",
-                null
-            )
-        val externalMessage = exceptionHandler!!.getExternalMessage(exception)
-        Assertions.assertTrue(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertEquals(
-            "The sync encountered an unexpected error in the change event producer and has stopped. " +
-                "Please check the logs for details and troubleshoot accordingly.",
-            externalMessage
-        )
-    }
-
-    // testing a case when we are throwing an error that is not part of our error handling.
-    @Test
-    fun testUnhandledFatalException() {
-        val exception = PSQLException("FATAL: database does not exist", null)
-        // This FATAL error shouldn't match any of your specific patterns
-        Assertions.assertFalse(exceptionHandler!!.checkErrorType(exception, FailureType.TRANSIENT))
-        Assertions.assertFalse(exceptionHandler!!.checkErrorType(exception, FailureType.CONFIG))
-    }
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceCdcIntegrationTest.kt b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceCdcIntegrationTest.kt
new file mode 100644
index 000000000000..e7f1e7048672
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceCdcIntegrationTest.kt
@@ -0,0 +1,119 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.StreamIdentifier
+import io.airbyte.cdk.command.JdbcSourceConfiguration
+import io.airbyte.cdk.discover.DiscoveredStream
+import io.airbyte.cdk.discover.EmittedField
+import io.airbyte.cdk.jdbc.IntFieldType
+import io.airbyte.cdk.jdbc.JdbcConnectionFactory
+import io.airbyte.cdk.jdbc.StringFieldType
+import io.airbyte.cdk.test.fixtures.cleanup.TestAssetResourceNamer
+import io.airbyte.cdk.test.fixtures.connector.JdbcTestDbExecutor
+import io.airbyte.integrations.source.postgres.config.EncryptionDisable
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfigurationFactory
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfigurationSpecification
+import io.airbyte.integrations.source.postgres.config.StandardReplicationMethodConfigurationSpecification
+import io.airbyte.integrations.source.postgres.legacy.PostgresTestDatabase
+import io.airbyte.integrations.source.postgres.legacy.PostgresTestDatabase.BaseImage
+import io.airbyte.integrations.source.postgres.operations.PostgresSourceStreamFactory
+import io.airbyte.protocol.models.v0.AirbyteStream
+import io.airbyte.protocol.models.v0.CatalogHelpers
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteCatalog
+import io.airbyte.protocol.models.v0.ConfiguredAirbyteStream
+import io.airbyte.protocol.models.v0.StreamDescriptor
+import io.airbyte.protocol.models.v0.SyncMode
+import java.sql.Connection
+import java.sql.Statement
+import kotlin.use
+import org.junit.jupiter.api.BeforeAll
+import org.junit.jupiter.api.Timeout
+import org.testcontainers.containers.PostgreSQLContainer
+
+class PostgresSourceCdcIntegrationTest {
+
+    private val schema = TestAssetResourceNamer().getName()
+    val configSpec = config(testdb.container, listOf(schema))
+    val executor = JdbcTestDbExecutor(schema, jdbcConfig)
+    private val jdbcConfig: JdbcSourceConfiguration
+        get() = PostgresSourceConfigurationFactory().make(configSpec)
+
+    companion object {
+        fun config(
+            postgresContainer: PostgreSQLContainer<*>,
+            schemas: List<String> = listOf("public"),
+        ): PostgresSourceConfigurationSpecification =
+            PostgresSourceConfigurationSpecification().apply {
+                host = postgresContainer.host
+                port = postgresContainer.getMappedPort(PostgreSQLContainer.POSTGRESQL_PORT)
+                username = postgresContainer.username
+                password = postgresContainer.password
+                jdbcUrlParams = ""
+                encryptionJson = EncryptionDisable
+                database = "test"
+                this.schemas = schemas
+                checkpointTargetIntervalSeconds = 60
+                maxDbConnections = 1
+                setIncrementalConfigurationSpecificationValue(
+                    StandardReplicationMethodConfigurationSpecification
+                )
+            }
+
+        private val testdb: PostgresTestDatabase = PostgresTestDatabase.`in`(this.serverImage)
+
+        protected val serverImage: BaseImage
+            get() = BaseImage.POSTGRES_17
+
+        val config: PostgresSourceConfigurationSpecification = config(testdb.container)
+
+        val connectionFactory: JdbcConnectionFactory by lazy {
+            JdbcConnectionFactory(PostgresSourceConfigurationFactory().make(config))
+        }
+
+        fun getConfiguredCatalog(): ConfiguredAirbyteCatalog {
+            val desc = StreamDescriptor().withName(tableName).withNamespace("public")
+            val discoveredStream =
+                DiscoveredStream(
+                    id = StreamIdentifier.Companion.from(desc),
+                    columns =
+                        listOf(EmittedField("k", IntFieldType), EmittedField("v", StringFieldType)),
+                    primaryKeyColumnIDs = listOf(listOf("k")),
+                )
+            val stream: AirbyteStream =
+                PostgresSourceStreamFactory(connectionFactory)
+                    .create(PostgresSourceConfigurationFactory().make(config), discoveredStream)
+
+            val configuredStream: ConfiguredAirbyteStream =
+                CatalogHelpers.toDefaultConfiguredStream(stream)
+                    .withSyncMode(SyncMode.INCREMENTAL)
+                    .withPrimaryKey(discoveredStream.primaryKeyColumnIDs)
+                    .withCursorField(listOf("k"))
+            return ConfiguredAirbyteCatalog().withStreams(listOf(configuredStream))
+        }
+
+        @JvmStatic
+        @BeforeAll
+        @Timeout(value = 300)
+        fun startAndProvisionTestContainer() {
+            provisionTestContainer(connectionFactory)
+        }
+
+        lateinit var tableName: String
+
+        fun provisionTestContainer(targetConnectionFactory: JdbcConnectionFactory) {
+            tableName = (1..8).map { ('a'..'z').random() }.joinToString("")
+
+            targetConnectionFactory.get().use { connection: Connection ->
+                connection.isReadOnly = false
+                connection.createStatement().use { stmt: Statement ->
+                    stmt.execute(
+                        "CREATE TABLE public.$tableName(k bigint PRIMARY KEY, v VARCHAR(80))"
+                    )
+                }
+            }
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceCursorBasedSyncTest.kt b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceCursorBasedSyncTest.kt
new file mode 100644
index 000000000000..951ccfc14949
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceCursorBasedSyncTest.kt
@@ -0,0 +1,212 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.command.JdbcSourceConfiguration
+import io.airbyte.cdk.test.fixtures.cleanup.TestAssetResourceNamer
+import io.airbyte.cdk.test.fixtures.connector.JdbcTestDbExecutor
+import io.airbyte.cdk.test.fixtures.tests.CursorBasedSyncTest
+import io.airbyte.integrations.source.postgres.config.EncryptionDisable
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfigurationFactory
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfigurationSpecification
+import io.airbyte.integrations.source.postgres.config.StandardReplicationMethodConfigurationSpecification
+import io.airbyte.integrations.source.postgres.legacy.PostgresTestDatabase
+import org.junit.jupiter.api.BeforeAll
+import org.junit.jupiter.api.Timeout
+import org.testcontainers.containers.PostgreSQLContainer
+
+class PostgresSourceCursorBasedSyncTest : CursorBasedSyncTest() {
+
+    private val schema = TestAssetResourceNamer().getName()
+    override val configSpec = config(testdb.container, listOf(schema))
+    override val executor = JdbcTestDbExecutor(schema, jdbcConfig)
+    private val jdbcConfig: JdbcSourceConfiguration
+        get() = PostgresSourceConfigurationFactory().make(configSpec)
+
+    override val testCases: List<TestCase> = buildList {
+        // Numeric types
+        add(
+            testCase(
+                "smallint",
+                mapOf("1" to "1"),
+                mapOf("2" to "2"),
+                mapOf("3" to "3", "4" to "4")
+            )
+        )
+        add(
+            testCase(
+                "integer",
+                mapOf("10" to "10"),
+                mapOf("20" to "20"),
+                mapOf("30" to "30", "40" to "40")
+            )
+        )
+        add(
+            testCase(
+                "bigint",
+                mapOf("100" to "100"),
+                mapOf("200" to "200"),
+                mapOf("300" to "300", "400" to "400")
+            )
+        )
+        add(
+            testCase(
+                "real",
+                mapOf("1.5" to "1.5"),
+                mapOf("2.5" to "2.5"),
+                mapOf("3.5" to "3.5", "4.5" to "4.5")
+            )
+        )
+        add(
+            testCase(
+                "double precision",
+                mapOf("1.5" to "1.5"),
+                mapOf("2.5" to "2.5"),
+                mapOf("3.5" to "3.5", "4.5" to "4.5")
+            )
+        )
+        add(
+            testCase("numeric", mapOf("1" to "1"), mapOf("2" to "2"), mapOf("3" to "3", "4" to "4"))
+        )
+
+        // String types
+        add(
+            testCase(
+                "text",
+                mapOf("'apple'" to "\"apple\""),
+                mapOf("'banana'" to "\"banana\""),
+                mapOf("'cherry'" to "\"cherry\"", "'date'" to "\"date\"")
+            )
+        )
+        add(
+            testCase(
+                "character varying(100)",
+                mapOf("'apple'" to "\"apple\""),
+                mapOf("'banana'" to "\"banana\""),
+                mapOf("'cherry'" to "\"cherry\"", "'date'" to "\"date\"")
+            )
+        )
+
+        // Date/time types
+        add(
+            testCase(
+                "date",
+                mapOf("'2020-01-01'::date" to "\"2020-01-01\""),
+                mapOf("'2021-01-01'::date" to "\"2021-01-01\""),
+                mapOf(
+                    "'2022-01-01'::date" to "\"2022-01-01\"",
+                    "'2023-01-01'::date" to "\"2023-01-01\""
+                )
+            )
+        )
+        add(
+            testCase(
+                "time without time zone",
+                mapOf("'01:00:00.123456'::time" to "\"01:00:00.123456\""),
+                mapOf("'02:00:00.123456'::time" to "\"02:00:00.123456\""),
+                mapOf(
+                    "'03:00:00.123456'::time" to "\"03:00:00.123456\"",
+                    "'04:00:00.123456'::time" to "\"04:00:00.123456\""
+                )
+            )
+        )
+        add(
+            testCase(
+                "time with time zone",
+                mapOf("'01:00:00.123456+00'::timetz" to "\"01:00:00.123456Z\""),
+                mapOf("'02:00:00.123456+00'::timetz" to "\"02:00:00.123456Z\""),
+                mapOf(
+                    "'03:00:00.123456+00'::timetz" to "\"03:00:00.123456Z\"",
+                    "'04:00:00.123456+00'::timetz" to "\"04:00:00.123456Z\""
+                )
+            )
+        )
+        add(
+            testCase(
+                "timestamp without time zone",
+                mapOf("'2020-01-01 00:00:00'::timestamp" to "\"2020-01-01T00:00:00.000000\""),
+                mapOf("'2021-01-01 00:00:00'::timestamp" to "\"2021-01-01T00:00:00.000000\""),
+                mapOf(
+                    "'2022-01-01 00:00:00'::timestamp" to "\"2022-01-01T00:00:00.000000\"",
+                    "'2023-01-01 00:00:00'::timestamp" to "\"2023-01-01T00:00:00.000000\""
+                )
+            )
+        )
+        add(
+            testCase(
+                "timestamp with time zone",
+                mapOf("'2020-01-01 00:00:00'::timestamptz" to "\"2020-01-01T00:00:00.000000Z\""),
+                mapOf("'2021-01-01 00:00:00'::timestamptz" to "\"2021-01-01T00:00:00.000000Z\""),
+                mapOf(
+                    "'2022-01-01 00:00:00'::timestamptz" to "\"2022-01-01T00:00:00.000000Z\"",
+                    "'2023-01-01 00:00:00'::timestamptz" to "\"2023-01-01T00:00:00.000000Z\""
+                )
+            )
+        )
+    }
+
+    override val setupDdl: List<String> =
+        listOf("CREATE SCHEMA \"$schema\"")
+            .plus(
+                testCases.map {
+                    """
+                    CREATE TABLE "$schema"."${it.tableName}"
+                    ("id" BIGSERIAL PRIMARY KEY,
+                    "$CURSOR_FIELD" ${it.sqlType})
+                    """.trimIndent()
+                }
+            )
+
+    private fun testCase(
+        sqlType: String,
+        initialRows: Map<String, String>,
+        boundaryRows: Map<String, String> = emptyMap(),
+        additionalRows: Map<String, String>,
+    ): TestCase =
+        TestCase(
+            namespace = schema,
+            sqlType = sqlType,
+            cursorField = CURSOR_FIELD,
+            initialRows = initialRows,
+            boundaryRows = boundaryRows,
+            additionalRows = additionalRows,
+        )
+
+    companion object {
+        private const val CURSOR_FIELD = "cursor_col"
+
+        private lateinit var testdb: PostgresTestDatabase
+
+        protected val serverImage: PostgresTestDatabase.BaseImage
+            get() = PostgresTestDatabase.BaseImage.POSTGRES_17
+
+        fun config(
+            postgresContainer: PostgreSQLContainer<*>,
+            schemas: List<String> = listOf("public"),
+        ): PostgresSourceConfigurationSpecification =
+            PostgresSourceConfigurationSpecification().apply {
+                host = postgresContainer.host
+                port = postgresContainer.getMappedPort(PostgreSQLContainer.POSTGRESQL_PORT)
+                username = postgresContainer.username
+                password = postgresContainer.password
+                jdbcUrlParams = ""
+                encryptionJson = EncryptionDisable
+                database = "test"
+                this.schemas = schemas
+                checkpointTargetIntervalSeconds = 60
+                maxDbConnections = 1
+                setIncrementalConfigurationSpecificationValue(
+                    StandardReplicationMethodConfigurationSpecification
+                )
+            }
+
+        @JvmStatic
+        @BeforeAll
+        @Timeout(value = 300)
+        fun startAndProvisionTestContainer() {
+            testdb = PostgresTestDatabase.`in`(serverImage)
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceFieldTypeMapperTest.kt b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceFieldTypeMapperTest.kt
new file mode 100644
index 000000000000..621fbf539f25
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceFieldTypeMapperTest.kt
@@ -0,0 +1,478 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import io.airbyte.cdk.command.JdbcSourceConfiguration
+import io.airbyte.cdk.data.AirbyteSchemaType
+import io.airbyte.cdk.data.ArrayAirbyteSchemaType
+import io.airbyte.cdk.data.LeafAirbyteSchemaType
+import io.airbyte.cdk.test.fixtures.cleanup.TestAssetResourceNamer
+import io.airbyte.cdk.test.fixtures.connector.JdbcTestDbExecutor
+import io.airbyte.cdk.test.fixtures.tests.AnsiSql
+import io.airbyte.cdk.test.fixtures.tests.ExtendedSql
+import io.airbyte.cdk.test.fixtures.tests.FieldTypeMapperTest
+import io.airbyte.integrations.source.postgres.config.EncryptionDisable
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfigurationFactory
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfigurationSpecification
+import io.airbyte.integrations.source.postgres.config.StandardReplicationMethodConfigurationSpecification
+import io.airbyte.integrations.source.postgres.legacy.PostgresTestDatabase
+import io.airbyte.integrations.source.postgres.legacy.PostgresTestDatabase.BaseImage
+import org.junit.jupiter.api.BeforeAll
+import org.junit.jupiter.api.Timeout
+import org.testcontainers.containers.PostgreSQLContainer
+
+class PostgresSourceFieldTypeMapperTest : FieldTypeMapperTest() {
+
+    private val schema = TestAssetResourceNamer().getName()
+    override val configSpec = config(testdb.container, listOf(schema))
+    override val executor = JdbcTestDbExecutor(schema, jdbcConfig)
+    private val jdbcConfig: JdbcSourceConfiguration
+        get() = PostgresSourceConfigurationFactory().make(configSpec)
+
+    override val testCases: List<TestCase> = buildList {
+        scalarAndArray("BOOLEAN", LeafAirbyteSchemaType.BOOLEAN, AnsiSql.booleanValues)
+
+        // Numeric types
+        scalarAndArray("SMALLINT", LeafAirbyteSchemaType.INTEGER, AnsiSql.smallIntValues)
+        scalarAndArray("INTEGER", LeafAirbyteSchemaType.INTEGER, AnsiSql.intValues)
+        scalarAndArray("INT", LeafAirbyteSchemaType.INTEGER, AnsiSql.intValues)
+
+        add(
+            testCase(
+                "OID",
+                LeafAirbyteSchemaType.INTEGER,
+                // unsigned type - nonnegative values only
+                mapOf(
+                    "null" to "null",
+                    "0" to "0",
+                    // requires unsigned: bigger than an int can hold
+                    "3000000000::oid" to "3000000000"
+                ),
+                "OID"
+            )
+        )
+        add(
+            testCase(
+                "OID[]",
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+                //  Legacy array mapping inconsistent with scalar. Should be ARRAY<INTEGER>.
+                ArrayAirbyteSchemaType(LeafAirbyteSchemaType.NUMBER),
+                // unsigned type - nonnegative values only
+                mapOf(
+                        "null" to "null",
+                        "0" to "0",
+                        // requires unsigned: bigger than an int can hold
+                        "3000000000::oid" to "3000000000"
+                    )
+                    .toArrayVals("OID[]", false),
+                "OID ARRAY"
+            )
+        )
+
+        scalarAndArray("BIGINT", LeafAirbyteSchemaType.INTEGER, AnsiSql.bigIntValues)
+        scalarAndArray(
+            "DECIMAL",
+            LeafAirbyteSchemaType.NUMBER,
+            AnsiSql.decimalValues,
+            baseTestName = "DECIMAL SUPPORTED VALS"
+        )
+        scalarAndArray(
+            "DECIMAL",
+            LeafAirbyteSchemaType.NUMBER,
+            nulledInfinities.plus(nulledNaN),
+            arrayIsNulled = true,
+            baseTestName = "DECIMAL UNSUPPORTED VALS"
+        )
+        add(
+            testCase(
+                "DECIMAL(20,0)",
+                LeafAirbyteSchemaType.INTEGER,
+                AnsiSql.bigIntValues,
+                "DECIMAL(20,0)"
+            )
+        )
+        add(
+            testCase(
+                "DECIMAL(20,0)[]",
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15879):
+                //  Fix type handling for numeric arrays.
+                ArrayAirbyteSchemaType(LeafAirbyteSchemaType.NUMBER),
+                AnsiSql.bigIntValues.toArrayVals("DECIMAL(20,0)[]"),
+                "DECIMAL(20,0) ARRAY"
+            )
+        )
+
+        scalarAndArray("DECIMAL(20,9)", LeafAirbyteSchemaType.NUMBER, AnsiSql.decimalValues)
+        scalarAndArray("NUMERIC(20,9)", LeafAirbyteSchemaType.NUMBER, AnsiSql.decimalValues)
+        scalarAndArray(
+            "REAL",
+            LeafAirbyteSchemaType.NUMBER,
+            AnsiSql.realValues.plus(preservedInfinities).plus(preservedNaN),
+        )
+        scalarAndArray(
+            "DOUBLE PRECISION",
+            LeafAirbyteSchemaType.NUMBER,
+            AnsiSql.doubleValues.plus(preservedInfinities).plus(preservedNaN)
+        )
+
+        // Character types
+        scalarAndArray("TEXT", LeafAirbyteSchemaType.STRING, AnsiSql.charValues)
+        // In Postgres, "CHAR(N)" is an alias for BPCHAR(N). Our tests use canonical names only.
+        scalarAndArray(
+            "BPCHAR(10)",
+            LeafAirbyteSchemaType.STRING,
+            AnsiSql.charValues.withLength(10)
+        )
+        scalarAndArray(
+            "CHARACTER(10)",
+            LeafAirbyteSchemaType.STRING,
+            AnsiSql.charValues.withLength(10)
+        )
+        scalarAndArray("VARCHAR(100)", LeafAirbyteSchemaType.STRING, AnsiSql.varcharValues)
+
+        // Binary types
+        // CHAR is a distinct type from CHAR(N). It contains a single byte without encoding.
+        scalarAndArray(
+            "CHAR",
+            LeafAirbyteSchemaType.STRING,
+            mapOf(
+                "'A'" to "\"A\"",
+            )
+        )
+        add(
+            testCase(
+                "BIT(1)",
+                LeafAirbyteSchemaType.STRING,
+                mapOf("B'0'" to "\"0\"", "B'1'" to "\"1\""),
+                "BIT"
+            )
+        )
+        add(
+            testCase(
+                "BIT(1)[]",
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+                //  Legacy array mapping inconsistent with scalar.
+                //  Currently: bit(1) -> STRING; _bit(1) -> ARRAY<BOOLEAN>
+                ArrayAirbyteSchemaType(LeafAirbyteSchemaType.BOOLEAN),
+                mapOf("B'0'" to "false", "B'1'" to "true").toArrayVals("BIT[]", false),
+                "BIT(1) ARRAY"
+            )
+        )
+        add(
+            testCase(
+                "BIT(10)",
+                LeafAirbyteSchemaType.STRING,
+                mapOf("B'0000000000'" to "\"0000000000\"", "B'1111111111'" to "\"1111111111\""),
+                "BIT"
+            )
+        )
+        add(
+            testCase(
+                "BIT(10)[]",
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+                //  Legacy array mapping inconsistent with scalar.
+                //  Currently: bit(10) -> STRING; _bit(10) -> ARRAY<BOOLEAN>
+                ArrayAirbyteSchemaType(LeafAirbyteSchemaType.BOOLEAN),
+                // TODO: Legacy mapping only maps "1" to true, all else are false
+                mapOf("B'0000000000'" to "false", "B'1111111111'" to "false")
+                    .toArrayVals("BIT(10)[]", false),
+                "BIT(10) ARRAY"
+            )
+        )
+        add(
+            testCase(
+                "BIT VARYING",
+                LeafAirbyteSchemaType.STRING,
+                mapOf("B'0000000000'" to "\"0000000000\"", "B'1111111111'" to "\"1111111111\""),
+                "BIT VARYING"
+            )
+        )
+        add(
+            testCase(
+                "BIT VARYING[]",
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+                //  Legacy array mapping inconsistent with scalar.
+                //  Currently: varbit -> STRING; _varbit -> ARRAY<BOOLEAN>
+                ArrayAirbyteSchemaType(LeafAirbyteSchemaType.BOOLEAN),
+                // TODO: Legacy mapping only maps "1" to true, all else are false
+                mapOf("B'0000000000'" to "false", "B'1111111111'" to "false")
+                    .toArrayVals("BIT VARYING[]", false),
+                "BIT VARYING ARRAY"
+            )
+        )
+
+        add(
+            testCase(
+                "BYTEA",
+                LeafAirbyteSchemaType.STRING,
+                mapOf("decode('someBase64xx', 'base64')" to "\"\\\\xb2899e05ab1eeb8c71\""),
+                "BYTEA",
+            )
+        )
+        add(
+            testCase(
+                "BYTEA[]",
+                ArrayAirbyteSchemaType(LeafAirbyteSchemaType.STRING),
+                // TODO (https://github.com/airbytehq/airbyte-internal-issues/issues/15946):
+                //  Legacy representation of array values inconsistent with scalar.
+                mapOf("decode('someBase64xx', 'base64')" to "\"someBase64xx\"")
+                    .toArrayVals("BYTEA[]"),
+                "BYTEA ARRAY",
+            )
+        )
+
+        // Semi-structured types
+        scalarAndArray(
+            "JSON",
+            LeafAirbyteSchemaType.STRING,
+            ExtendedSql.jsonValues.mapKeys { "${it.key}::json" }
+        )
+        scalarAndArray(
+            "JSONB",
+            LeafAirbyteSchemaType.STRING,
+            ExtendedSql.jsonValues.mapKeys { "${it.key}::jsonb" }
+        )
+        scalarAndArray(
+            "XML",
+            LeafAirbyteSchemaType.STRING,
+            ExtendedSql.xmlValues.mapKeys { "${it.key}::xml" }
+        )
+        scalarAndArray(
+            "HSTORE",
+            LeafAirbyteSchemaType.STRING,
+            mapOf(
+                "null" to "null",
+                "hstore('color','red')" to "\"{\\\"color\\\":\\\"red\\\"}\"",
+                "hstore('addr','123 Main St, Suite 5')" to
+                    "\"{\\\"addr\\\":\\\"123 Main St, Suite 5\\\"}\"",
+                // Requires ObjectMapper with SerializationFeature.WRITE_NULL_MAP_VALUES
+                "hstore('size', NULL)" to "\"{\\\"size\\\":null}\""
+            )
+        )
+
+        // Date/time types
+        scalarAndArray(
+            "DATE",
+            LeafAirbyteSchemaType.DATE,
+            AnsiSql.dateValues.mapKeys { "${it.key}::date" },
+            baseTestName = "DATE SUPPORTED VALS"
+        )
+        scalarAndArray(
+            "DATE",
+            LeafAirbyteSchemaType.DATE,
+            nulledInfinities.mapKeys { "${it.key}::date" },
+            baseTestName = "DATE UNSUPPORTED VALS",
+            arrayIsNulled = true
+        )
+        scalarAndArray(
+            "TIME",
+            LeafAirbyteSchemaType.TIME_WITHOUT_TIMEZONE,
+            mapOf(
+                    "null" to "null",
+                    // TODO: inconsistent mapping: We only preserve trailing 0s except on zero value
+                    "'00:00:00'" to "\"00:00:00.000000\"",
+                    "'23:59:59'" to "\"23:59:59\"",
+                )
+                .mapKeys { "${it.key}::time" }
+        )
+        scalarAndArray(
+            "TIMETZ",
+            LeafAirbyteSchemaType.TIME_WITH_TIMEZONE,
+            mapOf(
+                    "null" to "null",
+                    // TODO: inconsistent mapping: We only preserve trailing 0s on zero value
+                    "'00:00:00+00'" to "\"00:00:00.000000Z\"",
+                    "'23:59:59+00'" to "\"23:59:59Z\"",
+                )
+                .mapKeys { "${it.key}::timetz" }
+        )
+        scalarAndArray(
+            "TIMESTAMP",
+            LeafAirbyteSchemaType.TIMESTAMP_WITHOUT_TIMEZONE,
+            mapOf(
+                    "null" to "null",
+                    // TODO: inconsistent mapping: We only preserve trailing 0s on zero value
+                    "'1000-01-01 00:00:00'" to "\"1000-01-01T00:00:00.000000\"",
+                    "'9999-12-31 23:59:59'" to "\"9999-12-31T23:59:59\"",
+                )
+                .mapKeys { "${it.key}::timestamp" },
+            baseTestName = "TIMESTAMP SUPPORTED VALS",
+        )
+        scalarAndArray(
+            "TIMESTAMP",
+            LeafAirbyteSchemaType.TIMESTAMP_WITHOUT_TIMEZONE,
+            nulledInfinities.mapKeys { "${it.key}::timestamp" },
+            baseTestName = "TIMESTAMP UNSUPPORTED VALS",
+            arrayIsNulled = true
+        )
+        scalarAndArray(
+            "TIMESTAMP WITH TIME ZONE",
+            LeafAirbyteSchemaType.TIMESTAMP_WITH_TIMEZONE,
+            AnsiSql.timestampWithTzValues.mapKeys { "${it.key}::timestamptz" },
+            baseTestName = "TIMESTAMP WITH TIME ZONE SUPPORTED VALS",
+        )
+        scalarAndArray(
+            "TIMESTAMP WITH TIME ZONE",
+            LeafAirbyteSchemaType.TIMESTAMP_WITH_TIMEZONE,
+            nulledInfinities.mapKeys { "${it.key}::timestamptz" },
+            baseTestName = "TIMESTAMP WITH TIME ZONE UNSUPPORTED VALS",
+            arrayIsNulled = true
+        )
+
+        // Geometric types
+        scalarAndArray(
+            "CIRCLE",
+            LeafAirbyteSchemaType.STRING,
+            mapOf("'<(1.5,2.5),3.0>'::circle" to "\"<(1.5,2.5),3.0>\"")
+        )
+        scalarAndArray(
+            "BOX",
+            LeafAirbyteSchemaType.STRING,
+            mapOf("'((0.0,0.0),(2.0,2.0))'::box" to "\"(2.0,2.0),(0.0,0.0)\"")
+        )
+        scalarAndArray(
+            "LINE",
+            LeafAirbyteSchemaType.STRING,
+            mapOf("'{0.0,1.0,2.0}'::line" to "\"{0.0,1.0,2.0}\"")
+        )
+        scalarAndArray(
+            "LSEG",
+            LeafAirbyteSchemaType.STRING,
+            mapOf("'[(0.0,0.0),(1.0,1.0)]'::lseg" to "\"[(0.0,0.0),(1.0,1.0)]\"")
+        )
+        scalarAndArray(
+            "PATH",
+            LeafAirbyteSchemaType.STRING,
+            mapOf(
+                "'[(0.0,0.0),(1.0,0.0),(1.0,1.0)]'::path" to "\"[(0.0,0.0),(1.0,0.0),(1.0,1.0)]\""
+            )
+        )
+        scalarAndArray(
+            "POINT",
+            LeafAirbyteSchemaType.STRING,
+            mapOf("'(1.0,2.0)'::point" to "\"(1.0,2.0)\"")
+        )
+        scalarAndArray(
+            "POLYGON",
+            LeafAirbyteSchemaType.STRING,
+            mapOf(
+                "'((0.0,0.0),(1.0,0.0),(1.0,1.0))'::polygon" to
+                    "\"((0.0,0.0),(1.0,0.0),(1.0,1.0))\""
+            )
+        )
+    }
+
+    companion object {
+        private lateinit var testdb: PostgresTestDatabase
+
+        protected val serverImage: BaseImage
+            get() = BaseImage.POSTGRES_17
+
+        fun config(
+            postgresContainer: PostgreSQLContainer<*>,
+            schemas: List<String> = listOf("public"),
+        ): PostgresSourceConfigurationSpecification =
+            PostgresSourceConfigurationSpecification().apply {
+                host = postgresContainer.host
+                port = postgresContainer.getMappedPort(PostgreSQLContainer.POSTGRESQL_PORT)
+                username = postgresContainer.username
+                password = postgresContainer.password
+                jdbcUrlParams = ""
+                encryptionJson = EncryptionDisable
+                database = "test"
+                this.schemas = schemas
+                checkpointTargetIntervalSeconds = 60
+                maxDbConnections = 1
+                setIncrementalConfigurationSpecificationValue(
+                    StandardReplicationMethodConfigurationSpecification
+                )
+            }
+
+        @JvmStatic
+        @BeforeAll
+        @Timeout(value = 300)
+        fun startAndProvisionTestContainer() {
+            testdb = PostgresTestDatabase.`in`(this.serverImage)
+            val schema = TestAssetResourceNamer().getName()
+            val configSpec = config(testdb.container, listOf(schema))
+            val jdbcConfig = PostgresSourceConfigurationFactory().make(configSpec)
+            val executor = JdbcTestDbExecutor(schema, jdbcConfig)
+            executor.executeUpdate("CREATE EXTENSION IF NOT EXISTS hstore;")
+        }
+        private val preservedInfinities =
+            mapOf(
+                "'Infinity'" to "\"Infinity\"",
+                "'-Infinity'" to "\"-Infinity\"",
+            )
+        private val nulledInfinities =
+            mapOf(
+                "'Infinity'" to "null",
+                "'-Infinity'" to "null",
+            )
+        private val preservedNaN = mapOf("'NaN'" to "\"NaN\"")
+        private val nulledNaN = mapOf("'NaN'" to "null")
+    }
+
+    override val setupDdl: List<String> =
+        listOf("CREATE SCHEMA \"$schema\"")
+            .plus(
+                testCases.map {
+                    """
+                    CREATE TABLE "$schema"."${it.tableName}"
+                    ("id" BIGSERIAL PRIMARY KEY,
+                    "${it.columnName}" ${it.sqlType})
+                    """.trimIndent()
+                }
+            )
+
+    private fun testCase(
+        sqlType: String,
+        type: AirbyteSchemaType,
+        values: Map<String, String>,
+        testName: String
+    ): TestCase {
+        return TestCase(schema, sqlType, values, type, testName)
+    }
+
+    private fun MutableList<TestCase>.scalarAndArray(
+        sqlType: String,
+        type: AirbyteSchemaType,
+        values: Map<String, String>,
+        arrayIsNulled: Boolean = false,
+        baseTestName: String = sqlType,
+    ) {
+        val valsWithNull = values.plus("null" to "null")
+        add(testCase(sqlType, type, valsWithNull, baseTestName))
+        val arrayType = "$sqlType[]"
+        add(
+            testCase(
+                arrayType,
+                ArrayAirbyteSchemaType(type),
+                valsWithNull.toArrayVals(arrayType, arrayIsNulled),
+                "$baseTestName ARRAY"
+            )
+        )
+    }
+
+    // We created maps of inserted values to expected values to be used in tests of scalar types.
+    // Here we flatten one of these for use in an array test, e.g.:
+    //   input:  {"'1'" to "\"1\"", "'A'" to "\"A\""}
+    //   output: {"['1', 'A']" to "[\"1\", \"A\"]"}
+    private fun Map<String, String>.toArrayVals(
+        sqlType: String,
+        nullResult: Boolean = false
+    ): Map<String, String> {
+        return mapOf(
+            this.keys.joinToString(", ", "array[", "]::$sqlType") { it } to
+                // When an array field contains an unsupported value, the entire field is set to
+                // null
+                if (nullResult) {
+                    "null"
+                } else {
+                    this.values.joinToString(",", "[", "]") { it }
+                }
+        )
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionFactoryTest.kt b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionFactoryTest.kt
new file mode 100644
index 000000000000..593c36bb0127
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/test/kotlin/io/airbyte/integrations/source/postgres/PostgresSourceJdbcPartitionFactoryTest.kt
@@ -0,0 +1,324 @@
+/*
+ * Copyright (c) 2025 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres
+
+import com.fasterxml.jackson.databind.JsonNode
+import io.airbyte.cdk.output.CatalogValidationFailureHandler
+import io.airbyte.cdk.read.DefaultJdbcSharedState
+import io.airbyte.cdk.util.Jsons
+import io.airbyte.integrations.source.postgres.config.PostgresSourceConfiguration
+import io.airbyte.integrations.source.postgres.ctid.Ctid
+import io.airbyte.integrations.source.postgres.operations.PostgresSourceSelectQueryGenerator
+import io.mockk.mockk
+import org.junit.jupiter.api.Assertions.assertEquals
+import org.junit.jupiter.api.Assertions.assertNull
+import org.junit.jupiter.api.BeforeEach
+import org.junit.jupiter.api.Test
+
+class PostgresSourceJdbcPartitionFactoryTest {
+
+    private lateinit var factory: PostgresSourceJdbcPartitionFactory
+    private val testBlockSize = 8192L // Standard PostgreSQL block size
+
+    @BeforeEach
+    fun setup() {
+        // Create mocked dependencies - we only need the factory instance to call
+        // computePartitionBounds
+        factory =
+            PostgresSourceJdbcPartitionFactory(
+                sharedState = mockk<DefaultJdbcSharedState>(),
+                selectQueryGenerator = mockk<PostgresSourceSelectQueryGenerator>(),
+                config = mockk<PostgresSourceConfiguration>(),
+                handler = mockk<CatalogValidationFailureHandler>(),
+                connectionFactory = mockk<PostgresSourceJdbcConnectionFactory>()
+            )
+    }
+
+    @Test
+    fun `computePartitionBounds with null lowerBound should start from Ctid ZERO`() {
+        // Given: null lower bound, 4 partitions, 1MB relation size
+        val lowerBound: JsonNode? = null
+        val numPartitions = 4
+        val relationSize = 1024L * 1024L // 1 MB
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then
+        assertEquals(4, bounds.size)
+
+        // First partition should start from (0,0)
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(32, 1), bounds[0].second)
+
+        // Subsequent partitions
+        assertEquals(Ctid(32, 1), bounds[1].first)
+        assertEquals(Ctid(64, 1), bounds[1].second)
+
+        assertEquals(Ctid(64, 1), bounds[2].first)
+        assertEquals(Ctid(96, 1), bounds[2].second)
+
+        // Last partition's upper bound should be null (open-ended)
+        assertEquals(Ctid(96, 1), bounds[3].first)
+        assertNull(bounds[3].second)
+    }
+
+    @Test
+    fun `computePartitionBounds with null JsonNode lowerBound should start from Ctid ZERO`() {
+        // Given: JsonNode null lower bound
+        val lowerBound: JsonNode = Jsons.nullNode()
+        val numPartitions = 2
+        val relationSize = 16384L // 2 blocks
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then
+        assertEquals(2, bounds.size)
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(1, 1), bounds[0].second)
+
+        assertEquals(Ctid(1, 1), bounds[1].first)
+        assertNull(bounds[1].second)
+    }
+
+    @Test
+    fun `computePartitionBounds with empty string lowerBound should start from Ctid ZERO`() {
+        // Given: empty string lower bound
+        val lowerBound: JsonNode = Jsons.textNode("")
+        val numPartitions = 3
+        val relationSize = 24576L // 3 blocks
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then
+        assertEquals(3, bounds.size)
+        assertEquals(Ctid.ZERO, bounds[0].first)
+    }
+
+    @Test
+    fun `computePartitionBounds with valid Ctid string lowerBound`() {
+        // Given: valid Ctid string lower bound
+        val lowerBound: JsonNode = Jsons.textNode("(10,5)")
+        val numPartitions = 2
+        val relationSize = 163840L // 20 blocks
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then
+        assertEquals(2, bounds.size)
+
+        // Should start from page 10
+        assertEquals(Ctid(10, 5), bounds[0].first)
+        assertEquals(Ctid(15, 1), bounds[0].second)
+
+        assertEquals(Ctid(15, 1), bounds[1].first)
+        assertNull(bounds[1].second)
+    }
+
+    @Test
+    fun `computePartitionBounds should evenly distribute pages across partitions`() {
+        // Given: 100 pages, 5 partitions
+        val lowerBound: JsonNode? = null
+        val numPartitions = 5
+        val relationSize = 819200L // 100 blocks (100 * 8192)
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then: each partition should get 20 pages (100 / 5)
+        assertEquals(5, bounds.size)
+
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(20, 1), bounds[0].second)
+
+        assertEquals(Ctid(20, 1), bounds[1].first)
+        assertEquals(Ctid(40, 1), bounds[1].second)
+
+        assertEquals(Ctid(40, 1), bounds[2].first)
+        assertEquals(Ctid(60, 1), bounds[2].second)
+
+        assertEquals(Ctid(60, 1), bounds[3].first)
+        assertEquals(Ctid(80, 1), bounds[3].second)
+
+        assertEquals(Ctid(80, 1), bounds[4].first)
+        assertNull(bounds[4].second)
+    }
+
+    @Test
+    fun `computePartitionBounds with single partition should return one open-ended range`() {
+        // Given: single partition
+        val lowerBound: JsonNode? = null
+        val numPartitions = 1
+        val relationSize = 81920L // 10 blocks
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then
+        assertEquals(1, bounds.size)
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertNull(bounds[0].second)
+    }
+
+    @Test
+    fun `computePartitionBounds should handle small relation size with many partitions`() {
+        // Given: very small relation (1 block) with 10 partitions
+        val lowerBound: JsonNode? = null
+        val numPartitions = 10
+        val relationSize = 8192L // 1 block
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then: eachStep should be coerced to at least 1
+        assertEquals(10, bounds.size)
+
+        // Each partition should advance by 1 page (minimum step)
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(1, 1), bounds[0].second)
+
+        assertEquals(Ctid(1, 1), bounds[1].first)
+        assertEquals(Ctid(2, 1), bounds[1].second)
+
+        // Last partition
+        assertEquals(Ctid(9, 1), bounds[9].first)
+        assertNull(bounds[9].second)
+    }
+
+    @Test
+    fun `computePartitionBounds with large relation size`() {
+        // Given: large relation (1GB), 10 partitions
+        val lowerBound: JsonNode? = null
+        val numPartitions = 10
+        val relationSize = 1024L * 1024L * 1024L // 1 GB
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then
+        assertEquals(10, bounds.size)
+
+        // 1GB / 8192 = 131072 pages
+        // 131072 / 10 = 13107 pages per partition
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(13107, 1), bounds[0].second)
+
+        assertEquals(Ctid(13107, 1), bounds[1].first)
+        assertEquals(Ctid(26214, 1), bounds[1].second)
+
+        assertEquals(Ctid(117963, 1), bounds[9].first)
+        assertNull(bounds[9].second)
+    }
+
+    @Test
+    fun `computePartitionBounds with non-zero lowerBound should calculate ranges from that point`() {
+        // Given: starting from page 50, 100 total pages, 2 partitions
+        val lowerBound: JsonNode = Jsons.textNode("(50,10)")
+        val numPartitions = 2
+        val relationSize = 819200L // 100 blocks total
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then: should split the remaining 50 pages (100 - 50) into 2 partitions
+        assertEquals(2, bounds.size)
+
+        assertEquals(Ctid(50, 10), bounds[0].first)
+        assertEquals(Ctid(75, 1), bounds[0].second) // 50 + (50/2)
+
+        assertEquals(Ctid(75, 1), bounds[1].first)
+        assertNull(bounds[1].second)
+    }
+
+    @Test
+    fun `computePartitionBounds should ensure all partitions are sequential`() {
+        // Given: arbitrary setup
+        val lowerBound: JsonNode? = null
+        val numPartitions = 7
+        val relationSize = 573440L // 70 blocks
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then: verify that each partition's upper bound matches the next partition's lower bound
+        assertEquals(7, bounds.size)
+
+        for (i in 0 until bounds.size - 1) {
+            assertEquals(
+                bounds[i].second,
+                bounds[i + 1].first,
+                "Partition $i upper bound should match partition ${i + 1} lower bound"
+            )
+        }
+
+        // Last partition should be open-ended
+        assertNull(bounds[bounds.size - 1].second)
+    }
+
+    @Test
+    fun `computePartitionBounds with zero relation size should handle edge case`() {
+        // Given: zero relation size
+        val lowerBound: JsonNode? = null
+        val numPartitions = 3
+        val relationSize = 0L
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then: theoretical last page is 0, step size should be coerced to 1
+        assertEquals(3, bounds.size)
+
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(1, 1), bounds[0].second)
+
+        assertEquals(Ctid(1, 1), bounds[1].first)
+        assertEquals(Ctid(2, 1), bounds[1].second)
+
+        assertEquals(Ctid(2, 1), bounds[2].first)
+        assertNull(bounds[2].second)
+    }
+
+    @Test
+    fun `computePartitionBounds should handle uneven division`() {
+        // Given: 25 pages, 4 partitions (doesn't divide evenly)
+        val lowerBound: JsonNode? = null
+        val numPartitions = 4
+        val relationSize = 204800L // 25 blocks
+
+        // When
+        val bounds =
+            factory.computePartitionBounds(lowerBound, numPartitions, relationSize, testBlockSize)
+
+        // Then: 25 / 4 = 6 pages per partition (integer division)
+        assertEquals(4, bounds.size)
+
+        assertEquals(Ctid.ZERO, bounds[0].first)
+        assertEquals(Ctid(6, 1), bounds[0].second)
+
+        assertEquals(Ctid(6, 1), bounds[1].first)
+        assertEquals(Ctid(12, 1), bounds[1].second)
+
+        assertEquals(Ctid(12, 1), bounds[2].first)
+        assertEquals(Ctid(18, 1), bounds[2].second)
+
+        // Last partition gets the remainder
+        assertEquals(Ctid(18, 1), bounds[3].first)
+        assertNull(bounds[3].second)
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/testFixtures/java/io/airbyte/integrations/source/postgres/PostgresContainerFactory.java b/airbyte-integrations/connectors/source-postgres/src/testFixtures/java/io/airbyte/integrations/source/postgres/PostgresContainerFactory.java
deleted file mode 100644
index e99ce58329cc..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/testFixtures/java/io/airbyte/integrations/source/postgres/PostgresContainerFactory.java
+++ /dev/null
@@ -1,111 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import io.airbyte.cdk.testutils.ContainerFactory;
-import java.io.IOException;
-import java.io.UncheckedIOException;
-import org.testcontainers.containers.Network;
-import org.testcontainers.containers.PostgreSQLContainer;
-import org.testcontainers.utility.DockerImageName;
-import org.testcontainers.utility.MountableFile;
-
-public class PostgresContainerFactory extends ContainerFactory<PostgreSQLContainer<?>> {
-
-  @Override
-  protected PostgreSQLContainer<?> createNewContainer(DockerImageName imageName) {
-    return new PostgreSQLContainer<>(imageName.asCompatibleSubstituteFor("postgres"));
-
-  }
-
-  /**
-   * Apply the postgresql.conf file that we've packaged as a resource.
-   */
-  public void withConf(PostgreSQLContainer<?> container) {
-    container
-        .withCopyFileToContainer(
-            MountableFile.forClasspathResource("postgresql.conf"),
-            "/etc/postgresql/postgresql.conf")
-        .withCommand("postgres -c config_file=/etc/postgresql/postgresql.conf");
-  }
-
-  /**
-   * Create a new network and bind it to the container.
-   */
-  public void withNetwork(PostgreSQLContainer<?> container) {
-    container.withNetwork(Network.newNetwork());
-  }
-
-  /**
-   * Configure postgres with wal_level=logical.
-   */
-  public void withWalLevelLogical(PostgreSQLContainer<?> container) {
-    container.withCommand("postgres -c wal_level=logical");
-  }
-
-  /**
-   * Generate SSL certificates and tell postgres to enable SSL and use them.
-   */
-  public void withCert(PostgreSQLContainer<?> container) {
-    container.start();
-    String[] commands = {
-      "psql -U test -c \"CREATE USER postgres WITH PASSWORD 'postgres';\"",
-      "psql -U test -c \"GRANT CONNECT ON DATABASE \"test\" TO postgres;\"",
-      "psql -U test -c \"ALTER USER postgres WITH SUPERUSER;\"",
-      "openssl ecparam -name prime256v1 -genkey -noout -out ca.key",
-      "openssl req -new -x509 -sha256 -key ca.key -out ca.crt -subj \"/CN=127.0.0.1\"",
-      "openssl ecparam -name prime256v1 -genkey -noout -out server.key",
-      "openssl req -new -sha256 -key server.key -out server.csr -subj \"/CN=localhost\"",
-      "openssl x509 -req -in server.csr -CA ca.crt -CAkey ca.key -CAcreateserial -out server.crt -days 365 -sha256",
-      "cp server.key /etc/ssl/private/",
-      "cp server.crt /etc/ssl/private/",
-      "cp ca.crt /etc/ssl/private/",
-      "chmod og-rwx /etc/ssl/private/server.* /etc/ssl/private/ca.*",
-      "chown postgres:postgres /etc/ssl/private/server.crt /etc/ssl/private/server.key /etc/ssl/private/ca.crt",
-      "echo \"ssl = on\" >> /var/lib/postgresql/data/postgresql.conf",
-      "echo \"ssl_cert_file = '/etc/ssl/private/server.crt'\" >> /var/lib/postgresql/data/postgresql.conf",
-      "echo \"ssl_key_file = '/etc/ssl/private/server.key'\" >> /var/lib/postgresql/data/postgresql.conf",
-      "echo \"ssl_ca_file = '/etc/ssl/private/ca.crt'\" >> /var/lib/postgresql/data/postgresql.conf",
-      "mkdir root/.postgresql",
-      "echo \"hostssl    all    all    127.0.0.1/32    cert clientcert=verify-full\" >> /var/lib/postgresql/data/pg_hba.conf",
-      "openssl ecparam -name prime256v1 -genkey -noout -out client.key",
-      "openssl req -new -sha256 -key client.key -out client.csr -subj \"/CN=postgres\"",
-      "openssl x509 -req -in client.csr -CA ca.crt -CAkey ca.key -CAcreateserial -out client.crt -days 365 -sha256",
-      "cp client.crt ~/.postgresql/postgresql.crt",
-      "cp client.key ~/.postgresql/postgresql.key",
-      "chmod 0600 ~/.postgresql/postgresql.crt ~/.postgresql/postgresql.key",
-      "cp ca.crt root/.postgresql/ca.crt",
-      "chown postgres:postgres ~/.postgresql/ca.crt",
-      "psql -U test -c \"SELECT pg_reload_conf();\"",
-    };
-    for (String cmd : commands) {
-      try {
-        container.execInContainer("su", "-c", cmd);
-      } catch (IOException e) {
-        throw new UncheckedIOException(e);
-      } catch (InterruptedException e) {
-        throw new RuntimeException(e);
-      }
-    }
-  }
-
-  /**
-   * Tell postgres to enable SSL.
-   */
-  public void withSSL(PostgreSQLContainer<?> container) {
-    container.withCommand("postgres " +
-        "-c ssl=on " +
-        "-c ssl_cert_file=/var/lib/postgresql/server.crt " +
-        "-c ssl_key_file=/var/lib/postgresql/server.key");
-  }
-
-  /**
-   * Configure postgres with client_encoding=sql_ascii.
-   */
-  public void withASCII(PostgreSQLContainer<?> container) {
-    container.withCommand("postgres -c client_encoding=sql_ascii");
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/testFixtures/java/io/airbyte/integrations/source/postgres/PostgresTestDatabase.java b/airbyte-integrations/connectors/source-postgres/src/testFixtures/java/io/airbyte/integrations/source/postgres/PostgresTestDatabase.java
deleted file mode 100644
index 5332ddb86417..000000000000
--- a/airbyte-integrations/connectors/source-postgres/src/testFixtures/java/io/airbyte/integrations/source/postgres/PostgresTestDatabase.java
+++ /dev/null
@@ -1,210 +0,0 @@
-/*
- * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
- */
-
-package io.airbyte.integrations.source.postgres;
-
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.INVALID_CDC_CURSOR_POSITION_PROPERTY;
-import static io.airbyte.integrations.source.postgres.PostgresSpecConstants.RESYNC_DATA_OPTION;
-
-import com.google.common.collect.ImmutableMap;
-import io.airbyte.cdk.db.factory.DatabaseDriver;
-import io.airbyte.cdk.db.jdbc.JdbcUtils;
-import io.airbyte.cdk.testutils.TestDatabase;
-import io.airbyte.commons.json.Jsons;
-import io.airbyte.integrations.source.postgres.cdc.PostgresDebeziumStateUtil;
-import java.io.IOException;
-import java.io.UncheckedIOException;
-import java.util.List;
-import java.util.stream.Stream;
-import org.jooq.SQLDialect;
-import org.testcontainers.containers.PostgreSQLContainer;
-
-public class PostgresTestDatabase extends
-    TestDatabase<PostgreSQLContainer<?>, PostgresTestDatabase, PostgresTestDatabase.PostgresConfigBuilder> {
-
-  public static enum BaseImage {
-
-    POSTGRES_16("postgres:16-bullseye", 16),
-    POSTGRES_12("postgres:12-bullseye", 12),
-    POSTGRES_9("postgres:9-alpine", 9),
-    POSTGRES_SSL_DEV("marcosmarxm/postgres-ssl:dev", 16);
-
-    public final String reference;
-    public final int majorVersion;
-
-    private BaseImage(String reference, int majorVersion) {
-      this.reference = reference;
-      this.majorVersion = majorVersion;
-    };
-
-  }
-
-  public static enum ContainerModifier {
-
-    ASCII("withASCII"),
-    CONF("withConf"),
-    NETWORK("withNetwork"),
-    SSL("withSSL"),
-    WAL_LEVEL_LOGICAL("withWalLevelLogical"),
-    CERT("withCert"),
-    ;
-
-    private String methodName;
-
-    private ContainerModifier(String methodName) {
-      this.methodName = methodName;
-    }
-
-  }
-
-  @SuppressWarnings("deprecation")
-  static public PostgresTestDatabase in(BaseImage baseImage, ContainerModifier... modifiers) {
-    String[] methodNames = Stream.of(modifiers).map(im -> im.methodName).toList().toArray(new String[0]);
-    final var container = new PostgresContainerFactory().shared(baseImage.reference, methodNames);
-    return new PostgresTestDatabase(container).initialized();
-  }
-
-  public PostgresTestDatabase(PostgreSQLContainer<?> container) {
-    super(container);
-  }
-
-  @Override
-  protected Stream<Stream<String>> inContainerBootstrapCmd() {
-    return Stream.of(psqlCmd(Stream.of(
-        String.format("CREATE DATABASE %s", getDatabaseName()),
-        String.format("CREATE USER %s PASSWORD '%s'", getUserName(), getPassword()),
-        String.format("GRANT ALL PRIVILEGES ON DATABASE %s TO %s", getDatabaseName(), getUserName()),
-        String.format("ALTER USER %s WITH SUPERUSER", getUserName()))));
-  }
-
-  /**
-   * Close resources held by this instance. This deliberately avoids dropping the database, which is
-   * really expensive in Postgres. This is because a DROP DATABASE in Postgres triggers a CHECKPOINT.
-   * Call {@link #dropDatabaseAndUser} to explicitly drop the database and the user.
-   */
-  @Override
-  protected Stream<String> inContainerUndoBootstrapCmd() {
-    return Stream.empty();
-  }
-
-  /**
-   * Drop the database owned by this instance.
-   */
-  public void dropDatabaseAndUser() {
-    execInContainer(psqlCmd(Stream.of(
-        String.format("DROP DATABASE %s", getDatabaseName()),
-        String.format("DROP OWNED BY %s", getUserName()),
-        String.format("DROP USER %s", getUserName()))));
-  }
-
-  public Stream<String> psqlCmd(Stream<String> sql) {
-    return Stream.concat(
-        Stream.of("psql",
-            "-d", getContainer().getDatabaseName(),
-            "-U", getContainer().getUsername(),
-            "-v", "ON_ERROR_STOP=1",
-            "-a"),
-        sql.flatMap(stmt -> Stream.of("-c", stmt)));
-  }
-
-  @Override
-  public DatabaseDriver getDatabaseDriver() {
-    return DatabaseDriver.POSTGRESQL;
-  }
-
-  @Override
-  public SQLDialect getSqlDialect() {
-    return SQLDialect.POSTGRES;
-  }
-
-  private Certificates cachedCerts;
-
-  public synchronized Certificates getCertificates() {
-    if (cachedCerts == null) {
-      final String caCert, clientKey, clientCert;
-      try {
-        caCert = getContainer().execInContainer("su", "-c", "cat ca.crt").getStdout().trim();
-        clientKey = getContainer().execInContainer("su", "-c", "cat client.key").getStdout().trim();
-        clientCert = getContainer().execInContainer("su", "-c", "cat client.crt").getStdout().trim();
-      } catch (IOException e) {
-        throw new UncheckedIOException(e);
-      } catch (InterruptedException e) {
-        throw new RuntimeException(e);
-      }
-      cachedCerts = new Certificates(caCert, clientCert, clientKey);
-    }
-    return cachedCerts;
-  }
-
-  public record Certificates(String caCertificate, String clientCertificate, String clientKey) {}
-
-  @Override
-  public PostgresConfigBuilder configBuilder() {
-    return new PostgresConfigBuilder(this);
-  }
-
-  public String getReplicationSlotName() {
-    return withNamespace("debezium_slot");
-  }
-
-  public String getPublicationName() {
-    return withNamespace("publication");
-  }
-
-  public PostgresTestDatabase withReplicationSlot() {
-    return this
-        .with("SELECT pg_create_logical_replication_slot('%s', 'pgoutput');", getReplicationSlotName())
-        .onClose("SELECT pg_drop_replication_slot('%s');", getReplicationSlotName());
-  }
-
-  public PostgresTestDatabase withPublicationForAllTables() {
-    return this
-        .with("CREATE PUBLICATION %s FOR ALL TABLES;", getPublicationName())
-        .onClose("DROP PUBLICATION %s CASCADE;", getPublicationName());
-  }
-
-  static public class PostgresConfigBuilder extends ConfigBuilder<PostgresTestDatabase, PostgresConfigBuilder> {
-
-    protected PostgresConfigBuilder(PostgresTestDatabase testdb) {
-      super(testdb);
-    }
-
-    public PostgresConfigBuilder withSchemas(String... schemas) {
-      return with(JdbcUtils.SCHEMAS_KEY, List.of(schemas));
-    }
-
-    public PostgresConfigBuilder withStandardReplication() {
-      return with("replication_method", ImmutableMap.builder().put("method", "Standard").build());
-    }
-
-    public PostgresConfigBuilder withCdcReplication() {
-      return withCdcReplication("While reading Data", RESYNC_DATA_OPTION);
-    }
-
-    public PostgresConfigBuilder withCdcReplication(String LsnCommitBehaviour, String cdcCursorFailBehaviour) {
-      return this
-          .with("is_test", true)
-          .with("replication_method", Jsons.jsonNode(ImmutableMap.builder()
-              .put("method", "CDC")
-              .put("replication_slot", getTestDatabase().getReplicationSlotName())
-              .put("publication", getTestDatabase().getPublicationName())
-              .put("initial_waiting_seconds", DEFAULT_CDC_REPLICATION_INITIAL_WAIT.getSeconds())
-              .put("lsn_commit_behaviour", LsnCommitBehaviour)
-              .put(INVALID_CDC_CURSOR_POSITION_PROPERTY, cdcCursorFailBehaviour)
-              .build()));
-    }
-
-    public PostgresConfigBuilder withXminReplication() {
-      return this.with("replication_method", Jsons.jsonNode(ImmutableMap.builder().put("method", "Xmin").build()));
-    }
-
-  }
-
-  @Override
-  public void close() {
-    PostgresDebeziumStateUtil.disposeInitialState();
-    super.close();
-  }
-
-}
diff --git a/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresContainerFactory.kt b/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresContainerFactory.kt
new file mode 100644
index 000000000000..17bdffd6283f
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresContainerFactory.kt
@@ -0,0 +1,99 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import io.airbyte.cdk.test.fixtures.legacy.ContainerFactory
+import java.io.IOException
+import java.io.UncheckedIOException
+import org.testcontainers.containers.Network
+import org.testcontainers.containers.PostgreSQLContainer
+import org.testcontainers.utility.DockerImageName
+import org.testcontainers.utility.MountableFile
+
+class PostgresContainerFactory : ContainerFactory<PostgreSQLContainer<*>>() {
+    protected override fun createNewContainer(imageName: DockerImageName): PostgreSQLContainer<*> {
+        return PostgreSQLContainer(imageName.asCompatibleSubstituteFor("postgres"))
+    }
+
+    /** Apply the postgresql.conf file that we've packaged as a resource. */
+    fun withConf(container: PostgreSQLContainer<*>) {
+        container
+            .withCopyFileToContainer(
+                MountableFile.forClasspathResource("postgresql.conf"),
+                "/etc/postgresql/postgresql.conf",
+            )
+            .withCommand("postgres -c config_file=/etc/postgresql/postgresql.conf")
+    }
+
+    /** Create a new network and bind it to the container. */
+    fun withNetwork(container: PostgreSQLContainer<*>) {
+        container.withNetwork(Network.newNetwork())
+    }
+
+    /** Configure postgres with wal_level=logical. */
+    fun withWalLevelLogical(container: PostgreSQLContainer<*>) {
+        container.withCommand("postgres -c wal_level=logical")
+    }
+
+    /** Generate SSL certificates and tell postgres to enable SSL and use them. */
+    fun withCert(container: PostgreSQLContainer<*>) {
+        container.start()
+        val commands =
+            arrayOf<String?>(
+                "psql -U test -c \"CREATE USER postgres WITH PASSWORD 'postgres';\"",
+                "psql -U test -c \"GRANT CONNECT ON DATABASE \"test\" TO postgres;\"",
+                "psql -U test -c \"ALTER USER postgres WITH SUPERUSER;\"",
+                "openssl ecparam -name prime256v1 -genkey -noout -out ca.key",
+                "openssl req -new -x509 -sha256 -key ca.key -out ca.crt -subj \"/CN=127.0.0.1\"",
+                "openssl ecparam -name prime256v1 -genkey -noout -out server.key",
+                "openssl req -new -sha256 -key server.key -out server.csr -subj \"/CN=localhost\"",
+                "openssl x509 -req -in server.csr -CA ca.crt -CAkey ca.key -CAcreateserial -out server.crt -days 365 -sha256",
+                "cp server.key /etc/ssl/private/",
+                "cp server.crt /etc/ssl/private/",
+                "cp ca.crt /etc/ssl/private/",
+                "chmod og-rwx /etc/ssl/private/server.* /etc/ssl/private/ca.*",
+                "chown postgres:postgres /etc/ssl/private/server.crt /etc/ssl/private/server.key /etc/ssl/private/ca.crt",
+                "echo \"ssl = on\" >> /var/lib/postgresql/data/postgresql.conf",
+                "echo \"ssl_cert_file = '/etc/ssl/private/server.crt'\" >> /var/lib/postgresql/data/postgresql.conf",
+                "echo \"ssl_key_file = '/etc/ssl/private/server.key'\" >> /var/lib/postgresql/data/postgresql.conf",
+                "echo \"ssl_ca_file = '/etc/ssl/private/ca.crt'\" >> /var/lib/postgresql/data/postgresql.conf",
+                "mkdir root/.postgresql",
+                "echo \"hostssl    all    all    127.0.0.1/32    cert clientcert=verify-full\" >> /var/lib/postgresql/data/pg_hba.conf",
+                "openssl ecparam -name prime256v1 -genkey -noout -out client.key",
+                "openssl req -new -sha256 -key client.key -out client.csr -subj \"/CN=postgres\"",
+                "openssl x509 -req -in client.csr -CA ca.crt -CAkey ca.key -CAcreateserial -out client.crt -days 365 -sha256",
+                "cp client.crt ~/.postgresql/postgresql.crt",
+                "cp client.key ~/.postgresql/postgresql.key",
+                "chmod 0600 ~/.postgresql/postgresql.crt ~/.postgresql/postgresql.key",
+                "cp ca.crt root/.postgresql/ca.crt",
+                "chown postgres:postgres ~/.postgresql/ca.crt",
+                "psql -U test -c \"SELECT pg_reload_conf();\"",
+            )
+        for (cmd in commands) {
+            try {
+                container.execInContainer("su", "-c", cmd)
+            } catch (e: IOException) {
+                throw UncheckedIOException(e)
+            } catch (e: InterruptedException) {
+                throw RuntimeException(e)
+            }
+        }
+    }
+
+    /** Tell postgres to enable SSL. */
+    fun withSSL(container: PostgreSQLContainer<*>) {
+        container.withCommand(
+            "postgres " +
+                "-c ssl=on " +
+                "-c ssl_cert_file=/var/lib/postgresql/server.crt " +
+                "-c ssl_key_file=/var/lib/postgresql/server.key",
+        )
+    }
+
+    /** Configure postgres with client_encoding=sql_ascii. */
+    fun withASCII(container: PostgreSQLContainer<*>) {
+        container.withCommand("postgres -c client_encoding=sql_ascii")
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSpecConstants.kt b/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSpecConstants.kt
new file mode 100644
index 000000000000..85fd3509649f
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresSpecConstants.kt
@@ -0,0 +1,12 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+// Constants defined in PostgresSourceConfigurationSpecification
+object PostgresSpecConstants {
+    const val INVALID_CDC_CURSOR_POSITION_PROPERTY: String = "invalid_cdc_cursor_position_behavior"
+    const val FAIL_SYNC_OPTION: String = "Fail sync"
+    const val RESYNC_DATA_OPTION: String = "Re-sync data"
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresTestDatabase.kt b/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresTestDatabase.kt
new file mode 100644
index 000000000000..14a1192b94b1
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/testFixtures/kotlin/io/airbyte/integrations/source/postgres/legacy/PostgresTestDatabase.kt
@@ -0,0 +1,246 @@
+/*
+ * Copyright (c) 2026 Airbyte, Inc., all rights reserved.
+ */
+
+package io.airbyte.integrations.source.postgres.legacy
+
+import io.airbyte.cdk.test.fixtures.legacy.DatabaseDriver
+import io.airbyte.cdk.test.fixtures.legacy.JdbcUtils
+import io.airbyte.cdk.test.fixtures.legacy.Jsons
+import io.airbyte.cdk.test.fixtures.legacy.TestDatabase
+import io.airbyte.integrations.source.postgres.legacy.PostgresSpecConstants.INVALID_CDC_CURSOR_POSITION_PROPERTY
+import io.airbyte.integrations.source.postgres.legacy.PostgresSpecConstants.RESYNC_DATA_OPTION
+import java.io.IOException
+import java.io.UncheckedIOException
+import java.util.stream.Stream
+import org.jooq.SQLDialect
+import org.testcontainers.containers.PostgreSQLContainer
+
+class PostgresTestDatabase(container: PostgreSQLContainer<*>) :
+    TestDatabase<
+        PostgreSQLContainer<*>,
+        PostgresTestDatabase,
+        PostgresTestDatabase.PostgresConfigBuilder,
+    >(
+        container,
+    ) {
+    enum class BaseImage(reference: String, majorVersion: Int) {
+        POSTGRES_17("postgres:17-bullseye", 17),
+        POSTGRES_16("postgres:16-bullseye", 16),
+        POSTGRES_12("postgres:12-bullseye", 12),
+        POSTGRES_9("postgres:9-alpine", 9),
+        POSTGRES_SSL_DEV("marcosmarxm/postgres-ssl:dev", 16);
+
+        val reference: String
+        val majorVersion: Int
+
+        init {
+            this.reference = reference
+            this.majorVersion = majorVersion
+        }
+    }
+
+    enum class ContainerModifier(methodName: String) {
+        ASCII("withASCII"),
+        CONF("withConf"),
+        NETWORK("withNetwork"),
+        SSL("withSSL"),
+        WAL_LEVEL_LOGICAL("withWalLevelLogical"),
+        CERT("withCert"),
+        ;
+
+        val methodName: String
+
+        init {
+            this.methodName = methodName
+        }
+    }
+
+    override fun inContainerBootstrapCmd(): Stream<Stream<String>> {
+        return Stream.of<Stream<String>>(
+            psqlCmd(
+                Stream.of<String?>(
+                    String.format("CREATE DATABASE %s", databaseName),
+                    String.format("CREATE USER %s PASSWORD '%s'", userName, password),
+                    String.format(
+                        "GRANT ALL PRIVILEGES ON DATABASE %s TO %s",
+                        databaseName,
+                        userName,
+                    ),
+                    String.format("ALTER USER %s WITH SUPERUSER", userName),
+                ),
+            ),
+        )
+    }
+
+    /**
+     * Close resources held by this instance. This deliberately avoids dropping the database, which
+     * is really expensive in Postgres. This is because a DROP DATABASE in Postgres triggers a
+     * CHECKPOINT. Call [.dropDatabaseAndUser] to explicitly drop the database and the user.
+     */
+    override fun inContainerUndoBootstrapCmd(): Stream<String> {
+        return Stream.empty<String>()
+    }
+
+    /** Drop the database owned by this instance. */
+    fun dropDatabaseAndUser() {
+        execInContainer(
+            psqlCmd(
+                Stream.of<String?>(
+                    String.format("DROP DATABASE %s", databaseName),
+                    String.format("DROP OWNED BY %s", userName),
+                    String.format("DROP USER %s", userName),
+                ),
+            ),
+        )
+    }
+
+    fun psqlCmd(sql: Stream<String>): Stream<String> {
+        return Stream.concat<String>(
+            Stream.of<String>(
+                "psql",
+                "-d",
+                container.getDatabaseName(),
+                "-U",
+                container.getUsername(),
+                "-v",
+                "ON_ERROR_STOP=1",
+                "-a",
+            ),
+            sql.flatMap<String?> { stmt: String? -> Stream.of<String?>("-c", stmt) },
+        )
+    }
+
+    override val databaseDriver: DatabaseDriver
+        get() = DatabaseDriver.POSTGRESQL
+
+    override val sqlDialect: SQLDialect
+        get() = SQLDialect.POSTGRES
+
+    private var cachedCerts: Certificates? = null
+
+    @get:Synchronized
+    val certificates: Certificates
+        get() {
+            if (cachedCerts == null) {
+                val caCert: String
+                val clientKey: String
+                val clientCert: String
+                try {
+                    caCert =
+                        container.execInContainer("su", "-c", "cat ca.crt").getStdout().trim {
+                            it <= ' '
+                        }
+                    clientKey =
+                        container.execInContainer("su", "-c", "cat client.key").getStdout().trim {
+                            it <= ' '
+                        }
+                    clientCert =
+                        container.execInContainer("su", "-c", "cat client.crt").getStdout().trim {
+                            it <= ' '
+                        }
+                } catch (e: IOException) {
+                    throw UncheckedIOException(e)
+                } catch (e: InterruptedException) {
+                    throw RuntimeException(e)
+                }
+                cachedCerts = Certificates(caCert, clientCert, clientKey)
+            }
+            return cachedCerts!!
+        }
+
+    @JvmRecord
+    data class Certificates(
+        val caCertificate: String?,
+        val clientCertificate: String?,
+        val clientKey: String?
+    )
+
+    override fun configBuilder(): PostgresConfigBuilder {
+        return PostgresConfigBuilder(this)
+    }
+
+    val replicationSlotName: String?
+        get() = withNamespace("debezium_slot")
+
+    val publicationName: String?
+        get() = withNamespace("publication")
+
+    fun withReplicationSlot(): PostgresTestDatabase {
+        return this.with(
+                "SELECT pg_create_logical_replication_slot('%s', 'pgoutput');",
+                this.replicationSlotName,
+            )
+            .onClose("SELECT pg_drop_replication_slot('%s');", this.replicationSlotName)
+    }
+
+    fun withPublicationForAllTables(): PostgresTestDatabase {
+        return this.with("CREATE PUBLICATION %s FOR ALL TABLES;", this.publicationName)
+            .onClose("DROP PUBLICATION %s CASCADE;", this.publicationName)
+    }
+
+    class PostgresConfigBuilder(testdb: PostgresTestDatabase) :
+        ConfigBuilder<PostgresTestDatabase, PostgresConfigBuilder>(
+            testdb,
+        ) {
+        fun withSchemas(vararg schemas: String?): PostgresConfigBuilder {
+            return with(JdbcUtils.SCHEMAS_KEY, listOf<String?>(*schemas))
+        }
+
+        fun withStandardReplication(): PostgresConfigBuilder {
+            return with(
+                "replication_method",
+                mapOf("method" to "Standard"),
+            )
+        }
+
+        @JvmOverloads
+        fun withCdcReplication(
+            LsnCommitBehaviour: String = "While reading Data",
+            cdcCursorFailBehaviour: String = RESYNC_DATA_OPTION
+        ): PostgresConfigBuilder {
+            return this.with("is_test", true)
+                .with(
+                    "replication_method",
+                    Jsons.jsonNode<Map<String, Any?>?>(
+                        mapOf(
+                            "method" to "CDC",
+                            "replication_slot" to testDatabase.replicationSlotName,
+                            "publication" to testDatabase.publicationName,
+                            "initial_waiting_seconds" to
+                                DEFAULT_CDC_REPLICATION_INITIAL_WAIT.getSeconds(),
+                            "lsn_commit_behaviour" to LsnCommitBehaviour,
+                            INVALID_CDC_CURSOR_POSITION_PROPERTY to cdcCursorFailBehaviour,
+                        ),
+                    ),
+                )
+        }
+
+        fun withXminReplication(): PostgresConfigBuilder {
+            return this.with(
+                "replication_method",
+                Jsons.jsonNode<Map<String, String>>(mapOf("method" to "Xmin")),
+            )
+        }
+    }
+
+    override fun close() {
+        super.close()
+    }
+
+    companion object {
+        @Suppress("deprecation")
+        fun `in`(baseImage: BaseImage, vararg modifiers: ContainerModifier?): PostgresTestDatabase {
+            val methodNames =
+                Stream.of<ContainerModifier>(
+                        *modifiers,
+                    )
+                    .map<String?> { im: ContainerModifier -> im.methodName }
+                    .toList()
+                    .toTypedArray<String>()
+            val container: PostgreSQLContainer<*> =
+                PostgresContainerFactory().shared(baseImage.reference, *methodNames)
+            return PostgresTestDatabase(container).initialized()
+        }
+    }
+}
diff --git a/airbyte-integrations/connectors/source-postgres/src/testFixtures/resources/postgresql.conf b/airbyte-integrations/connectors/source-postgres/src/testFixtures/resources/postgresql.conf
new file mode 100644
index 000000000000..3aff81384e4b
--- /dev/null
+++ b/airbyte-integrations/connectors/source-postgres/src/testFixtures/resources/postgresql.conf
@@ -0,0 +1,783 @@
+# -----------------------------
+# PostgreSQL configuration file
+# -----------------------------
+#
+# This file consists of lines of the form:
+#
+#   name = value
+#
+# (The "=" is optional.)  Whitespace may be used.  Comments are introduced with
+# "#" anywhere on a line.  The complete list of parameter names and allowed
+# values can be found in the PostgreSQL documentation.
+#
+# The commented-out settings shown in this file represent the default values.
+# Re-commenting a setting is NOT sufficient to revert it to the default value;
+# you need to reload the server.
+#
+# This file is read on server startup and when the server receives a SIGHUP
+# signal.  If you edit the file on a running system, you have to SIGHUP the
+# server for the changes to take effect, run "pg_ctl reload", or execute
+# "SELECT pg_reload_conf()".  Some parameters, which are marked below,
+# require a server shutdown and restart to take effect.
+#
+# Any parameter can also be given as a command-line option to the server, e.g.,
+# "postgres -c log_connections=on".  Some parameters can be changed at run time
+# with the "SET" SQL command.
+#
+# Memory units:  kB = kilobytes        Time units:  ms  = milliseconds
+#                MB = megabytes                     s   = seconds
+#                GB = gigabytes                     min = minutes
+#                TB = terabytes                     h   = hours
+#                                                   d   = days
+
+
+#------------------------------------------------------------------------------
+# FILE LOCATIONS
+#------------------------------------------------------------------------------
+
+# The default values of these variables are driven from the -D command-line
+# option or PGDATA environment variable, represented here as ConfigDir.
+
+#data_directory = 'ConfigDir'		# use data in another directory
+					# (change requires restart)
+#hba_file = 'ConfigDir/pg_hba.conf'	# host-based authentication file
+					# (change requires restart)
+#ident_file = 'ConfigDir/pg_ident.conf'	# ident configuration file
+					# (change requires restart)
+
+# If external_pid_file is not explicitly set, no extra PID file is written.
+#external_pid_file = ''			# write an extra PID file
+					# (change requires restart)
+
+
+#------------------------------------------------------------------------------
+# CONNECTIONS AND AUTHENTICATION
+#------------------------------------------------------------------------------
+
+# - Connection Settings -
+
+listen_addresses = '*'
+					# comma-separated list of addresses;
+					# defaults to 'localhost'; use '*' for all
+					# (change requires restart)
+#port = 5432				# (change requires restart)
+#max_connections = 100			# (change requires restart)
+#superuser_reserved_connections = 3	# (change requires restart)
+#unix_socket_directories = '/tmp'	# comma-separated list of directories
+					# (change requires restart)
+#unix_socket_group = ''			# (change requires restart)
+#unix_socket_permissions = 0777		# begin with 0 to use octal notation
+					# (change requires restart)
+#bonjour = off				# advertise server via Bonjour
+					# (change requires restart)
+#bonjour_name = ''			# defaults to the computer name
+					# (change requires restart)
+
+# - TCP settings -
+# see "man tcp" for details
+
+#tcp_keepalives_idle = 0		# TCP_KEEPIDLE, in seconds;
+					# 0 selects the system default
+#tcp_keepalives_interval = 0		# TCP_KEEPINTVL, in seconds;
+					# 0 selects the system default
+#tcp_keepalives_count = 0		# TCP_KEEPCNT;
+					# 0 selects the system default
+#tcp_user_timeout = 0			# TCP_USER_TIMEOUT, in milliseconds;
+					# 0 selects the system default
+
+# - Authentication -
+
+#authentication_timeout = 1min		# 1s-600s
+#password_encryption = md5		# md5 or scram-sha-256
+#db_user_namespace = off
+
+# GSSAPI using Kerberos
+#krb_server_keyfile = ''
+#krb_caseins_users = off
+
+# - SSL -
+
+#ssl = off
+#ssl_ca_file = ''
+#ssl_cert_file = 'server.crt'
+#ssl_crl_file = ''
+#ssl_key_file = 'server.key'
+#ssl_ciphers = 'HIGH:MEDIUM:+3DES:!aNULL' # allowed SSL ciphers
+#ssl_prefer_server_ciphers = on
+#ssl_ecdh_curve = 'prime256v1'
+#ssl_min_protocol_version = 'TLSv1.2'
+#ssl_max_protocol_version = ''
+#ssl_dh_params_file = ''
+#ssl_passphrase_command = ''
+#ssl_passphrase_command_supports_reload = off
+
+
+#------------------------------------------------------------------------------
+# RESOURCE USAGE (except WAL)
+#------------------------------------------------------------------------------
+
+# - Memory -
+
+#shared_buffers = 32MB			# min 128kB
+					# (change requires restart)
+#huge_pages = try			# on, off, or try
+					# (change requires restart)
+#temp_buffers = 8MB			# min 800kB
+#max_prepared_transactions = 0		# zero disables the feature
+					# (change requires restart)
+# Caution: it is not advisable to set max_prepared_transactions nonzero unless
+# you actively intend to use prepared transactions.
+#work_mem = 4MB				# min 64kB
+#hash_mem_multiplier = 1.0		# 1-1000.0 multiplier on hash table work_mem
+#maintenance_work_mem = 64MB		# min 1MB
+#autovacuum_work_mem = -1		# min 1MB, or -1 to use maintenance_work_mem
+#logical_decoding_work_mem = 64MB	# min 64kB
+#max_stack_depth = 2MB			# min 100kB
+#shared_memory_type = mmap		# the default is the first option
+					# supported by the operating system:
+					#   mmap
+					#   sysv
+					#   windows
+					# (change requires restart)
+#dynamic_shared_memory_type = posix	# the default is the first option
+					# supported by the operating system:
+					#   posix
+					#   sysv
+					#   windows
+					#   mmap
+					# (change requires restart)
+
+# - Disk -
+
+#temp_file_limit = -1			# limits per-process temp file space
+					# in kilobytes, or -1 for no limit
+
+# - Kernel Resources -
+
+#max_files_per_process = 1000		# min 64
+					# (change requires restart)
+
+# - Cost-Based Vacuum Delay -
+
+#vacuum_cost_delay = 0			# 0-100 milliseconds (0 disables)
+#vacuum_cost_page_hit = 1		# 0-10000 credits
+#vacuum_cost_page_miss = 10		# 0-10000 credits
+#vacuum_cost_page_dirty = 20		# 0-10000 credits
+#vacuum_cost_limit = 200		# 1-10000 credits
+
+# - Background Writer -
+
+#bgwriter_delay = 200ms			# 10-10000ms between rounds
+#bgwriter_lru_maxpages = 100		# max buffers written/round, 0 disables
+#bgwriter_lru_multiplier = 2.0		# 0-10.0 multiplier on buffers scanned/round
+#bgwriter_flush_after = 0		# measured in pages, 0 disables
+
+# - Asynchronous Behavior -
+
+#effective_io_concurrency = 1		# 1-1000; 0 disables prefetching
+#maintenance_io_concurrency = 10	# 1-1000; 0 disables prefetching
+#max_worker_processes = 8		# (change requires restart)
+#max_parallel_maintenance_workers = 2	# taken from max_parallel_workers
+#max_parallel_workers_per_gather = 2	# taken from max_parallel_workers
+#parallel_leader_participation = on
+#max_parallel_workers = 8		# maximum number of max_worker_processes that
+					# can be used in parallel operations
+#old_snapshot_threshold = -1		# 1min-60d; -1 disables; 0 is immediate
+					# (change requires restart)
+#backend_flush_after = 0		# measured in pages, 0 disables
+
+
+#------------------------------------------------------------------------------
+# WRITE-AHEAD LOG
+#------------------------------------------------------------------------------
+
+# - Settings -
+
+#wal_level = replica			# minimal, replica, or logical
+					# (change requires restart)
+#fsync = on				# flush data to disk for crash safety
+					# (turning this off can cause
+					# unrecoverable data corruption)
+#synchronous_commit = on		# synchronization level;
+					# off, local, remote_write, remote_apply, or on
+#wal_sync_method = fsync		# the default is the first option
+					# supported by the operating system:
+					#   open_datasync
+					#   fdatasync (default on Linux)
+					#   fsync
+					#   fsync_writethrough
+					#   open_sync
+#full_page_writes = on			# recover from partial page writes
+#wal_compression = off			# enable compression of full-page writes
+#wal_log_hints = off			# also do full page writes of non-critical updates
+					# (change requires restart)
+#wal_init_zero = on			# zero-fill new WAL files
+#wal_recycle = on			# recycle WAL files
+#wal_buffers = -1			# min 32kB, -1 sets based on shared_buffers
+					# (change requires restart)
+#wal_writer_delay = 200ms		# 1-10000 milliseconds
+#wal_writer_flush_after = 1MB		# measured in pages, 0 disables
+#wal_skip_threshold = 2MB
+
+#commit_delay = 0			# range 0-100000, in microseconds
+#commit_siblings = 5			# range 1-1000
+
+# - Checkpoints -
+
+#checkpoint_timeout = 5min		# range 30s-1d
+#max_wal_size = 1GB
+#min_wal_size = 80MB
+#checkpoint_completion_target = 0.5	# checkpoint target duration, 0.0 - 1.0
+#checkpoint_flush_after = 0		# measured in pages, 0 disables
+#checkpoint_warning = 30s		# 0 disables
+
+# - Archiving -
+
+#archive_mode = off		# enables archiving; off, on, or always
+				# (change requires restart)
+#archive_command = ''		# command to use to archive a logfile segment
+				# placeholders: %p = path of file to archive
+				#               %f = file name only
+				# e.g. 'test ! -f /mnt/server/archivedir/%f && cp %p /mnt/server/archivedir/%f'
+#archive_timeout = 0		# force a logfile segment switch after this
+				# number of seconds; 0 disables
+
+# - Archive Recovery -
+
+# These are only used in recovery mode.
+
+#restore_command = ''		# command to use to restore an archived logfile segment
+				# placeholders: %p = path of file to restore
+				#               %f = file name only
+				# e.g. 'cp /mnt/server/archivedir/%f %p'
+				# (change requires restart)
+#archive_cleanup_command = ''	# command to execute at every restartpoint
+#recovery_end_command = ''	# command to execute at completion of recovery
+
+# - Recovery Target -
+
+# Set these only when performing a targeted recovery.
+
+#recovery_target = ''		# 'immediate' to end recovery as soon as a
+                                # consistent state is reached
+				# (change requires restart)
+#recovery_target_name = ''	# the named restore point to which recovery will proceed
+				# (change requires restart)
+#recovery_target_time = ''	# the time stamp up to which recovery will proceed
+				# (change requires restart)
+#recovery_target_xid = ''	# the transaction ID up to which recovery will proceed
+				# (change requires restart)
+#recovery_target_lsn = ''	# the WAL LSN up to which recovery will proceed
+				# (change requires restart)
+#recovery_target_inclusive = on # Specifies whether to stop:
+				# just after the specified recovery target (on)
+				# just before the recovery target (off)
+				# (change requires restart)
+#recovery_target_timeline = 'latest'	# 'current', 'latest', or timeline ID
+				# (change requires restart)
+#recovery_target_action = 'pause'	# 'pause', 'promote', 'shutdown'
+				# (change requires restart)
+
+
+#------------------------------------------------------------------------------
+# REPLICATION
+#------------------------------------------------------------------------------
+
+# - Sending Servers -
+
+# Set these on the master and on any standby that will send replication data.
+
+#max_wal_senders = 10		# max number of walsender processes
+				# (change requires restart)
+#wal_keep_size = 0		# in megabytes; 0 disables
+#max_slot_wal_keep_size = -1	# in megabytes; -1 disables
+#wal_sender_timeout = 60s	# in milliseconds; 0 disables
+
+#max_replication_slots = 10	# max number of replication slots
+				# (change requires restart)
+#track_commit_timestamp = off	# collect timestamp of transaction commit
+				# (change requires restart)
+
+# - Master Server -
+
+# These settings are ignored on a standby server.
+
+#synchronous_standby_names = ''	# standby servers that provide sync rep
+				# method to choose sync standbys, number of sync standbys,
+				# and comma-separated list of application_name
+				# from standby(s); '*' = all
+#vacuum_defer_cleanup_age = 0	# number of xacts by which cleanup is delayed
+
+# - Standby Servers -
+
+# These settings are ignored on a master server.
+
+#primary_conninfo = ''			# connection string to sending server
+#primary_slot_name = ''			# replication slot on sending server
+#promote_trigger_file = ''		# file name whose presence ends recovery
+#hot_standby = on			# "off" disallows queries during recovery
+					# (change requires restart)
+#max_standby_archive_delay = 30s	# max delay before canceling queries
+					# when reading WAL from archive;
+					# -1 allows indefinite delay
+#max_standby_streaming_delay = 30s	# max delay before canceling queries
+					# when reading streaming WAL;
+					# -1 allows indefinite delay
+#wal_receiver_create_temp_slot = off	# create temp slot if primary_slot_name
+					# is not set
+#wal_receiver_status_interval = 10s	# send replies at least this often
+					# 0 disables
+#hot_standby_feedback = off		# send info from standby to prevent
+					# query conflicts
+#wal_receiver_timeout = 60s		# time that receiver waits for
+					# communication from master
+					# in milliseconds; 0 disables
+#wal_retrieve_retry_interval = 5s	# time to wait before retrying to
+					# retrieve WAL after a failed attempt
+#recovery_min_apply_delay = 0		# minimum delay for applying changes during recovery
+
+# - Subscribers -
+
+# These settings are ignored on a publisher.
+
+#max_logical_replication_workers = 4	# taken from max_worker_processes
+					# (change requires restart)
+#max_sync_workers_per_subscription = 2	# taken from max_logical_replication_workers
+
+
+#------------------------------------------------------------------------------
+# QUERY TUNING
+#------------------------------------------------------------------------------
+
+# - Planner Method Configuration -
+
+#enable_bitmapscan = on
+#enable_hashagg = on
+#enable_hashjoin = on
+#enable_indexscan = on
+#enable_indexonlyscan = on
+#enable_material = on
+#enable_mergejoin = on
+#enable_nestloop = on
+#enable_parallel_append = on
+#enable_seqscan = on
+#enable_sort = on
+#enable_incremental_sort = on
+#enable_tidscan = on
+#enable_partitionwise_join = off
+#enable_partitionwise_aggregate = off
+#enable_parallel_hash = on
+#enable_partition_pruning = on
+
+# - Planner Cost Constants -
+
+#seq_page_cost = 1.0			# measured on an arbitrary scale
+#random_page_cost = 4.0			# same scale as above
+#cpu_tuple_cost = 0.01			# same scale as above
+#cpu_index_tuple_cost = 0.005		# same scale as above
+#cpu_operator_cost = 0.0025		# same scale as above
+#parallel_tuple_cost = 0.1		# same scale as above
+#parallel_setup_cost = 1000.0	# same scale as above
+
+#jit_above_cost = 100000		# perform JIT compilation if available
+					# and query more expensive than this;
+					# -1 disables
+#jit_inline_above_cost = 500000		# inline small functions if query is
+					# more expensive than this; -1 disables
+#jit_optimize_above_cost = 500000	# use expensive JIT optimizations if
+					# query is more expensive than this;
+					# -1 disables
+
+#min_parallel_table_scan_size = 8MB
+#min_parallel_index_scan_size = 512kB
+#effective_cache_size = 4GB
+
+# - Genetic Query Optimizer -
+
+#geqo = on
+#geqo_threshold = 12
+#geqo_effort = 5			# range 1-10
+#geqo_pool_size = 0			# selects default based on effort
+#geqo_generations = 0			# selects default based on effort
+#geqo_selection_bias = 2.0		# range 1.5-2.0
+#geqo_seed = 0.0			# range 0.0-1.0
+
+# - Other Planner Options -
+
+#default_statistics_target = 100	# range 1-10000
+#constraint_exclusion = partition	# on, off, or partition
+#cursor_tuple_fraction = 0.1		# range 0.0-1.0
+#from_collapse_limit = 8
+#join_collapse_limit = 8		# 1 disables collapsing of explicit
+					# JOIN clauses
+#force_parallel_mode = off
+#jit = on				# allow JIT compilation
+#plan_cache_mode = auto			# auto, force_generic_plan or
+					# force_custom_plan
+
+
+#------------------------------------------------------------------------------
+# REPORTING AND LOGGING
+#------------------------------------------------------------------------------
+
+# - Where to Log -
+
+#log_destination = 'stderr'		# Valid values are combinations of
+					# stderr, csvlog, syslog, and eventlog,
+					# depending on platform.  csvlog
+					# requires logging_collector to be on.
+
+# This is used when logging to stderr:
+#logging_collector = off		# Enable capturing of stderr and csvlog
+					# into log files. Required to be on for
+					# csvlogs.
+					# (change requires restart)
+
+# These are only used if logging_collector is on:
+#log_directory = 'log'			# directory where log files are written,
+					# can be absolute or relative to PGDATA
+#log_filename = 'postgresql-%Y-%m-%d_%H%M%S.log'	# log file name pattern,
+					# can include strftime() escapes
+#log_file_mode = 0600			# creation mode for log files,
+					# begin with 0 to use octal notation
+#log_truncate_on_rotation = off		# If on, an existing log file with the
+					# same name as the new log file will be
+					# truncated rather than appended to.
+					# But such truncation only occurs on
+					# time-driven rotation, not on restarts
+					# or size-driven rotation.  Default is
+					# off, meaning append to existing files
+					# in all cases.
+#log_rotation_age = 1d			# Automatic rotation of logfiles will
+					# happen after that time.  0 disables.
+#log_rotation_size = 10MB		# Automatic rotation of logfiles will
+					# happen after that much log output.
+					# 0 disables.
+
+# These are relevant when logging to syslog:
+#syslog_facility = 'LOCAL0'
+#syslog_ident = 'postgres'
+#syslog_sequence_numbers = on
+#syslog_split_messages = on
+
+# This is only relevant when logging to eventlog (win32):
+# (change requires restart)
+#event_source = 'PostgreSQL'
+
+# - When to Log -
+
+#log_min_messages = warning		# values in order of decreasing detail:
+					#   debug5
+					#   debug4
+					#   debug3
+					#   debug2
+					#   debug1
+					#   info
+					#   notice
+					#   warning
+					#   error
+					#   log
+					#   fatal
+					#   panic
+
+#log_min_error_statement = error	# values in order of decreasing detail:
+					#   debug5
+					#   debug4
+					#   debug3
+					#   debug2
+					#   debug1
+					#   info
+					#   notice
+					#   warning
+					#   error
+					#   log
+					#   fatal
+					#   panic (effectively off)
+
+#log_min_duration_statement = -1	# -1 is disabled, 0 logs all statements
+					# and their durations, > 0 logs only
+					# statements running at least this number
+					# of milliseconds
+
+#log_min_duration_sample = -1		# -1 is disabled, 0 logs a sample of statements
+					# and their durations, > 0 logs only a sample of
+					# statements running at least this number
+					# of milliseconds;
+					# sample fraction is determined by log_statement_sample_rate
+
+#log_statement_sample_rate = 1.0	# fraction of logged statements exceeding
+					# log_min_duration_sample to be logged;
+					# 1.0 logs all such statements, 0.0 never logs
+
+
+#log_transaction_sample_rate = 0.0	# fraction of transactions whose statements
+					# are logged regardless of their duration; 1.0 logs all
+					# statements from all transactions, 0.0 never logs
+
+# - What to Log -
+
+#debug_print_parse = off
+#debug_print_rewritten = off
+#debug_print_plan = off
+#debug_pretty_print = on
+#log_checkpoints = off
+#log_connections = off
+#log_disconnections = off
+#log_duration = off
+#log_error_verbosity = default		# terse, default, or verbose messages
+#log_hostname = off
+#log_line_prefix = '%m [%p] '		# special values:
+					#   %a = application name
+					#   %u = user name
+					#   %d = database name
+					#   %r = remote host and port
+					#   %h = remote host
+					#   %b = backend type
+					#   %p = process ID
+					#   %t = timestamp without milliseconds
+					#   %m = timestamp with milliseconds
+					#   %n = timestamp with milliseconds (as a Unix epoch)
+					#   %i = command tag
+					#   %e = SQL state
+					#   %c = session ID
+					#   %l = session line number
+					#   %s = session start timestamp
+					#   %v = virtual transaction ID
+					#   %x = transaction ID (0 if none)
+					#   %q = stop here in non-session
+					#        processes
+					#   %% = '%'
+					# e.g. '<%u%%%d> '
+#log_lock_waits = off			# log lock waits >= deadlock_timeout
+#log_parameter_max_length = -1		# when logging statements, limit logged
+					# bind-parameter values to N bytes;
+					# -1 means print in full, 0 disables
+#log_parameter_max_length_on_error = 0	# when logging an error, limit logged
+					# bind-parameter values to N bytes;
+					# -1 means print in full, 0 disables
+#log_statement = 'none'			# none, ddl, mod, all
+#log_replication_commands = off
+#log_temp_files = -1			# log temporary files equal or larger
+					# than the specified size in kilobytes;
+					# -1 disables, 0 logs all temp files
+#log_timezone = 'GMT'
+
+#------------------------------------------------------------------------------
+# PROCESS TITLE
+#------------------------------------------------------------------------------
+
+#cluster_name = ''			# added to process titles if nonempty
+					# (change requires restart)
+#update_process_title = on
+
+
+#------------------------------------------------------------------------------
+# STATISTICS
+#------------------------------------------------------------------------------
+
+# - Query and Index Statistics Collector -
+
+#track_activities = on
+#track_counts = on
+#track_io_timing = off
+#track_functions = none			# none, pl, all
+#track_activity_query_size = 1024	# (change requires restart)
+#stats_temp_directory = 'pg_stat_tmp'
+
+
+# - Monitoring -
+
+#log_parser_stats = off
+#log_planner_stats = off
+#log_executor_stats = off
+#log_statement_stats = off
+
+
+#------------------------------------------------------------------------------
+# AUTOVACUUM
+#------------------------------------------------------------------------------
+
+#autovacuum = on			# Enable autovacuum subprocess?  'on'
+					# requires track_counts to also be on.
+#log_autovacuum_min_duration = -1	# -1 disables, 0 logs all actions and
+					# their durations, > 0 logs only
+					# actions running at least this number
+					# of milliseconds.
+#autovacuum_max_workers = 3		# max number of autovacuum subprocesses
+					# (change requires restart)
+#autovacuum_naptime = 1min		# time between autovacuum runs
+#autovacuum_vacuum_threshold = 50	# min number of row updates before
+					# vacuum
+#autovacuum_vacuum_insert_threshold = 1000	# min number of row inserts
+					# before vacuum; -1 disables insert
+					# vacuums
+#autovacuum_analyze_threshold = 50	# min number of row updates before
+					# analyze
+#autovacuum_vacuum_scale_factor = 0.2	# fraction of table size before vacuum
+#autovacuum_vacuum_insert_scale_factor = 0.2	# fraction of inserts over table
+					# size before insert vacuum
+#autovacuum_analyze_scale_factor = 0.1	# fraction of table size before analyze
+#autovacuum_freeze_max_age = 200000000	# maximum XID age before forced vacuum
+					# (change requires restart)
+#autovacuum_multixact_freeze_max_age = 400000000	# maximum multixact age
+					# before forced vacuum
+					# (change requires restart)
+#autovacuum_vacuum_cost_delay = 2ms	# default vacuum cost delay for
+					# autovacuum, in milliseconds;
+					# -1 means use vacuum_cost_delay
+#autovacuum_vacuum_cost_limit = -1	# default vacuum cost limit for
+					# autovacuum, -1 means use
+					# vacuum_cost_limit
+
+
+#------------------------------------------------------------------------------
+# CLIENT CONNECTION DEFAULTS
+#------------------------------------------------------------------------------
+
+# - Statement Behavior -
+
+#client_min_messages = notice		# values in order of decreasing detail:
+					#   debug5
+					#   debug4
+					#   debug3
+					#   debug2
+					#   debug1
+					#   log
+					#   notice
+					#   warning
+					#   error
+#search_path = '"$user", public'	# schema names
+#row_security = on
+#default_tablespace = ''		# a tablespace name, '' uses the default
+#temp_tablespaces = ''			# a list of tablespace names, '' uses
+					# only default tablespace
+#default_table_access_method = 'heap'
+#check_function_bodies = on
+#default_transaction_isolation = 'read committed'
+#default_transaction_read_only = off
+#default_transaction_deferrable = off
+#session_replication_role = 'origin'
+#statement_timeout = 0			# in milliseconds, 0 is disabled
+#lock_timeout = 0			# in milliseconds, 0 is disabled
+#idle_in_transaction_session_timeout = 0	# in milliseconds, 0 is disabled
+#vacuum_freeze_min_age = 50000000
+#vacuum_freeze_table_age = 150000000
+#vacuum_multixact_freeze_min_age = 5000000
+#vacuum_multixact_freeze_table_age = 150000000
+#vacuum_cleanup_index_scale_factor = 0.1	# fraction of total number of tuples
+						# before index cleanup, 0 always performs
+						# index cleanup
+#bytea_output = 'hex'			# hex, escape
+#xmlbinary = 'base64'
+#xmloption = 'content'
+#gin_fuzzy_search_limit = 0
+#gin_pending_list_limit = 4MB
+
+# - Locale and Formatting -
+
+#datestyle = 'iso, mdy'
+#intervalstyle = 'postgres'
+#timezone = 'GMT'
+#timezone_abbreviations = 'Default'     # Select the set of available time zone
+					# abbreviations.  Currently, there are
+					#   Default
+					#   Australia (historical usage)
+					#   India
+					# You can create your own file in
+					# share/timezonesets/.
+#extra_float_digits = 1			# min -15, max 3; any value >0 actually
+					# selects precise output mode
+#client_encoding = sql_ascii		# actually, defaults to database
+					# encoding
+
+# These settings are initialized by initdb, but they can be changed.
+#lc_messages = 'C'			# locale for system error message
+					# strings
+#lc_monetary = 'C'			# locale for monetary formatting
+#lc_numeric = 'C'			# locale for number formatting
+#lc_time = 'C'				# locale for time formatting
+
+# default configuration for text search
+#default_text_search_config = 'pg_catalog.simple'
+
+# - Shared Library Preloading -
+
+#shared_preload_libraries = ''	# (change requires restart)
+#local_preload_libraries = ''
+#session_preload_libraries = ''
+#jit_provider = 'llvmjit'		# JIT library to use
+
+# - Other Defaults -
+
+#dynamic_library_path = '$libdir'
+#extension_destdir = ''			# prepend path when loading extensions
+					# and shared objects (added by Debian)
+
+
+#------------------------------------------------------------------------------
+# LOCK MANAGEMENT
+#------------------------------------------------------------------------------
+
+#deadlock_timeout = 1s
+#max_locks_per_transaction = 64		# min 10
+					# (change requires restart)
+#max_pred_locks_per_transaction = 64	# min 10
+					# (change requires restart)
+#max_pred_locks_per_relation = -2	# negative values mean
+					# (max_pred_locks_per_transaction
+					#  / -max_pred_locks_per_relation) - 1
+#max_pred_locks_per_page = 2            # min 0
+
+
+#------------------------------------------------------------------------------
+# VERSION AND PLATFORM COMPATIBILITY
+#------------------------------------------------------------------------------
+
+# - Previous PostgreSQL Versions -
+
+#array_nulls = on
+#backslash_quote = safe_encoding	# on, off, or safe_encoding
+#escape_string_warning = on
+#lo_compat_privileges = off
+#operator_precedence_warning = off
+#quote_all_identifiers = off
+#standard_conforming_strings = on
+#synchronize_seqscans = on
+
+# - Other Platforms and Clients -
+
+#transform_null_equals = off
+
+
+#------------------------------------------------------------------------------
+# ERROR HANDLING
+#------------------------------------------------------------------------------
+
+#exit_on_error = off			# terminate session on any error?
+#restart_after_crash = on		# reinitialize after backend crash?
+#data_sync_retry = off			# retry or panic on failure to fsync
+					# data?
+					# (change requires restart)
+
+
+#------------------------------------------------------------------------------
+# CONFIG FILE INCLUDES
+#------------------------------------------------------------------------------
+
+# These options allow settings to be loaded from files other than the
+# default postgresql.conf.  Note that these are directives, not variable
+# assignments, so they can usefully be given more than once.
+
+#include_dir = '...'			# include files ending in '.conf' from
+					# a directory, e.g., 'conf.d'
+#include_if_exists = '...'		# include file only if it exists
+#include = '...'			# include file
+
+
+#------------------------------------------------------------------------------
+# CUSTOMIZED OPTIONS
+#------------------------------------------------------------------------------
+wal_level = logical
+max_wal_senders = 30
+max_replication_slots = 30
+
diff --git a/airbyte-integrations/connectors/source-pretix/metadata.yaml b/airbyte-integrations/connectors/source-pretix/metadata.yaml
index cdbba86fadac..0c0003e0dcc1 100644
--- a/airbyte-integrations/connectors/source-pretix/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pretix/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-pretix
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c32e6012-96cf-45f7-8c09-ac9a32484d96
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-pretix
   githubIssueLabel: source-pretix
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-productboard/metadata.yaml b/airbyte-integrations/connectors/source-productboard/metadata.yaml
index f310412bc146..7d783ee69bd1 100644
--- a/airbyte-integrations/connectors/source-productboard/metadata.yaml
+++ b/airbyte-integrations/connectors/source-productboard/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-productboard
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 43ae66ee-e3df-4fb7-bff5-9625d25cdc14
-  dockerImageTag: 0.0.53
+  dockerImageTag: 0.0.54
   dockerRepository: airbyte/source-productboard
   githubIssueLabel: source-productboard
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-productive/metadata.yaml b/airbyte-integrations/connectors/source-productive/metadata.yaml
index c131c1a47c6c..9f73fdfca595 100644
--- a/airbyte-integrations/connectors/source-productive/metadata.yaml
+++ b/airbyte-integrations/connectors/source-productive/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-productive
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 51766ab3-df25-4c8c-98a4-647440d0dfbb
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-productive
   githubIssueLabel: source-productive
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-pylon/metadata.yaml b/airbyte-integrations/connectors/source-pylon/metadata.yaml
index b918c933d7dc..c652556b5fc9 100644
--- a/airbyte-integrations/connectors/source-pylon/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pylon/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-pylon
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f2e53e88-3c6b-4e5a-b7c2-a1d9c5e8f4b6
-  dockerImageTag: 0.0.4
+  dockerImageTag: 0.0.5
   dockerRepository: airbyte/source-pylon
   githubIssueLabel: source-pylon
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-pypi/metadata.yaml b/airbyte-integrations/connectors/source-pypi/metadata.yaml
index a603290fcbe5..9007d23d5ede 100644
--- a/airbyte-integrations/connectors/source-pypi/metadata.yaml
+++ b/airbyte-integrations/connectors/source-pypi/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 100
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 88ecd3a8-5f5b-11ed-9b6a-0242ac120002
-  dockerImageTag: 0.2.48
+  dockerImageTag: 0.2.49
   dockerRepository: airbyte/source-pypi
   documentationUrl: https://docs.airbyte.com/integrations/sources/pypi
   githubIssueLabel: source-pypi
diff --git a/airbyte-integrations/connectors/source-qualaroo/metadata.yaml b/airbyte-integrations/connectors/source-qualaroo/metadata.yaml
index 34075862fe2c..3ca697f95523 100644
--- a/airbyte-integrations/connectors/source-qualaroo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-qualaroo/metadata.yaml
@@ -14,7 +14,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: eb655362-28a8-4311-8806-4fcc612734a7
-  dockerImageTag: 0.4.42
+  dockerImageTag: 0.4.43
   dockerRepository: airbyte/source-qualaroo
   githubIssueLabel: source-qualaroo
   icon: qualaroo.svg
@@ -41,7 +41,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: Qualaroo API documentation
       url: https://help.qualaroo.com/hc/en-us/articles/201969438-The-Qualaroo-API
diff --git a/airbyte-integrations/connectors/source-reddit/metadata.yaml b/airbyte-integrations/connectors/source-reddit/metadata.yaml
index e53a184b499e..84c6158421db 100644
--- a/airbyte-integrations/connectors/source-reddit/metadata.yaml
+++ b/airbyte-integrations/connectors/source-reddit/metadata.yaml
@@ -14,11 +14,11 @@ data:
       enabled: false
       packageName: airbyte-source-reddit
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 3ed344ac-4099-402c-bf83-1cfdc53295d9
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-reddit
   githubIssueLabel: source-reddit
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-referralhero/metadata.yaml b/airbyte-integrations/connectors/source-referralhero/metadata.yaml
index d27a21774ad7..ccfac378e56f 100644
--- a/airbyte-integrations/connectors/source-referralhero/metadata.yaml
+++ b/airbyte-integrations/connectors/source-referralhero/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-referralhero
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 4a0df9e1-dadc-4828-a88d-afd8b3c0106d
-  dockerImageTag: 0.0.38
+  dockerImageTag: 0.0.39
   dockerRepository: airbyte/source-referralhero
   githubIssueLabel: source-referralhero
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-repairshopr/metadata.yaml b/airbyte-integrations/connectors/source-repairshopr/metadata.yaml
index 6f62e4242413..40dee48676cc 100644
--- a/airbyte-integrations/connectors/source-repairshopr/metadata.yaml
+++ b/airbyte-integrations/connectors/source-repairshopr/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-repairshopr
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d12ba86d-e393-4269-a6b7-4eddcba98eb4
-  dockerImageTag: 0.0.44
+  dockerImageTag: 0.0.45
   dockerRepository: airbyte/source-repairshopr
   githubIssueLabel: source-repairshopr
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-retailexpress-by-maropost/metadata.yaml b/airbyte-integrations/connectors/source-retailexpress-by-maropost/metadata.yaml
index 215f2aedf65f..b1cc2e16cffb 100644
--- a/airbyte-integrations/connectors/source-retailexpress-by-maropost/metadata.yaml
+++ b/airbyte-integrations/connectors/source-retailexpress-by-maropost/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-retailexpress-by-maropost
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 73c01e46-6b1d-434f-8f15-b9a0e67c8999
-  dockerImageTag: 0.0.38
+  dockerImageTag: 0.0.39
   dockerRepository: airbyte/source-retailexpress-by-maropost
   githubIssueLabel: source-retailexpress-by-maropost
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-revenuecat/metadata.yaml b/airbyte-integrations/connectors/source-revenuecat/metadata.yaml
index 7fdb2c550844..45a69059d06e 100644
--- a/airbyte-integrations/connectors/source-revenuecat/metadata.yaml
+++ b/airbyte-integrations/connectors/source-revenuecat/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-revenuecat
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d8b3b5d6-7b64-49f7-9e73-73a1da277cf2
-  dockerImageTag: 0.1.32
+  dockerImageTag: 0.1.33
   dockerRepository: airbyte/source-revenuecat
   githubIssueLabel: source-revenuecat
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-revolut-merchant/metadata.yaml b/airbyte-integrations/connectors/source-revolut-merchant/metadata.yaml
index 16028e571b12..40cba756443e 100644
--- a/airbyte-integrations/connectors/source-revolut-merchant/metadata.yaml
+++ b/airbyte-integrations/connectors/source-revolut-merchant/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-revolut-merchant
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 47a7a5cf-7bfa-406e-8ef8-f23cd041866b
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-revolut-merchant
   githubIssueLabel: source-revolut-merchant
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-rocketlane/metadata.yaml b/airbyte-integrations/connectors/source-rocketlane/metadata.yaml
index e4437d512176..a1ad429c98bf 100644
--- a/airbyte-integrations/connectors/source-rocketlane/metadata.yaml
+++ b/airbyte-integrations/connectors/source-rocketlane/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-rocketlane
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6c817011-0b41-47ce-9b50-0274e0c6b127
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-rocketlane
   githubIssueLabel: source-rocketlane
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-rollbar/metadata.yaml b/airbyte-integrations/connectors/source-rollbar/metadata.yaml
index e783e0877f05..fe584e288b8d 100644
--- a/airbyte-integrations/connectors/source-rollbar/metadata.yaml
+++ b/airbyte-integrations/connectors/source-rollbar/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-rollbar
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.1@sha256:bd69f6b52bdd92ce06c30786d67546427b828ffb553363c8950b2816c552d6e0
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 8d518856-6bfa-4d92-80ca-796b0338e341
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-rollbar
   githubIssueLabel: source-rollbar
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-rootly/metadata.yaml b/airbyte-integrations/connectors/source-rootly/metadata.yaml
index 61db58978f4e..540c2004271f 100644
--- a/airbyte-integrations/connectors/source-rootly/metadata.yaml
+++ b/airbyte-integrations/connectors/source-rootly/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-rootly
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2f111b00-0b92-4329-8481-6d7aa27a3991
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-rootly
   githubIssueLabel: source-rootly
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-ruddr/metadata.yaml b/airbyte-integrations/connectors/source-ruddr/metadata.yaml
index 24cc4b2155f7..e0fcbaed5749 100644
--- a/airbyte-integrations/connectors/source-ruddr/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ruddr/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-ruddr
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6e87d8e2-47bc-4a0a-a175-62e2b926bb07
-  dockerImageTag: 0.0.43
+  dockerImageTag: 0.0.44
   dockerRepository: airbyte/source-ruddr
   githubIssueLabel: source-ruddr
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-safetyculture/metadata.yaml b/airbyte-integrations/connectors/source-safetyculture/metadata.yaml
index f90ac4d90be7..6d5549995cc1 100644
--- a/airbyte-integrations/connectors/source-safetyculture/metadata.yaml
+++ b/airbyte-integrations/connectors/source-safetyculture/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-safetyculture
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 570b875e-52d9-40e0-a43c-340ebae2d9f8
-  dockerImageTag: 0.0.54
+  dockerImageTag: 0.0.55
   dockerRepository: airbyte/source-safetyculture
   githubIssueLabel: source-safetyculture
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-sage-hr/metadata.yaml b/airbyte-integrations/connectors/source-sage-hr/metadata.yaml
index 53aabbb43d59..53f27ce1b483 100644
--- a/airbyte-integrations/connectors/source-sage-hr/metadata.yaml
+++ b/airbyte-integrations/connectors/source-sage-hr/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-sage-hr
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.4@sha256:2f551a3fb5d580b34f4253aa1904d26c309364b09538f0b0fef3d8a98546f795
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: d8384215-9de6-4268-bbea-40c636ee14c7
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-sage-hr
   githubIssueLabel: source-sage-hr
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-salesflare/metadata.yaml b/airbyte-integrations/connectors/source-salesflare/metadata.yaml
index f0f581614f26..45ace06016b7 100644
--- a/airbyte-integrations/connectors/source-salesflare/metadata.yaml
+++ b/airbyte-integrations/connectors/source-salesflare/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-salesflare
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: a312f5ec-ba92-4c5b-a03c-197fbd961b91
-  dockerImageTag: 0.0.44
+  dockerImageTag: 0.0.45
   dockerRepository: airbyte/source-salesflare
   githubIssueLabel: source-salesflare
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-salesforce/metadata.yaml b/airbyte-integrations/connectors/source-salesforce/metadata.yaml
index 41e583a46089..330da4c8729b 100644
--- a/airbyte-integrations/connectors/source-salesforce/metadata.yaml
+++ b/airbyte-integrations/connectors/source-salesforce/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: b117307c-14b6-41aa-9422-947e34922962
-  dockerImageTag: 2.7.18
+  dockerImageTag: 2.7.20
   releases:
     rolloutConfiguration:
       enableProgressiveRollout: false
diff --git a/airbyte-integrations/connectors/source-salesforce/pyproject.toml b/airbyte-integrations/connectors/source-salesforce/pyproject.toml
index d1978478f2b3..5ff1b3c2b3b1 100644
--- a/airbyte-integrations/connectors/source-salesforce/pyproject.toml
+++ b/airbyte-integrations/connectors/source-salesforce/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "2.7.18"
+version = "2.7.20"
 name = "source-salesforce"
 description = "Source implementation for Salesforce."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-salesforce/source_salesforce/api.py b/airbyte-integrations/connectors/source-salesforce/source_salesforce/api.py
index d20063a8df1e..d7b51e3c4826 100644
--- a/airbyte-integrations/connectors/source-salesforce/source_salesforce/api.py
+++ b/airbyte-integrations/connectors/source-salesforce/source_salesforce/api.py
@@ -4,6 +4,7 @@
 
 import concurrent.futures
 import logging
+import time
 from typing import Any, List, Mapping, Optional, Tuple
 
 import requests  # type: ignore[import]
@@ -11,6 +12,7 @@
 from requests.exceptions import RequestException  # type: ignore[import]
 
 from airbyte_cdk.models import ConfiguredAirbyteCatalog, FailureType, StreamDescriptor
+from airbyte_cdk.sources.declarative.auth.token_provider import TokenProvider
 from airbyte_cdk.sources.streams.http import HttpClient
 from airbyte_cdk.utils import AirbyteTracedException
 
@@ -235,6 +237,51 @@
 #                                                        ^^^^^
 API_VERSION = "v62.0"
 
+_TOKEN_REFRESH_INTERVAL_SECONDS = 1800  # Refresh Salesforce access token every 30 minutes (well before the default 2-hour session timeout)
+
+logger = logging.getLogger("airbyte")
+
+
+class SalesforceTokenProvider(TokenProvider):
+    """Token provider that proactively refreshes the Salesforce access token.
+
+    The default InterpolatedStringTokenProvider captures the token as a static
+    string at initialization time and never refreshes it. For long-running Bulk
+    API syncs that exceed the Salesforce session timeout (default 2 hours), the
+    stale token causes INVALID_SESSION_ID errors.
+
+    This provider wraps the Salesforce API object and calls login() to obtain a
+    fresh token before the session is likely to expire.
+    """
+
+    def __init__(self, sf_api: "Salesforce") -> None:
+        self._sf_api = sf_api
+        self._last_refresh_time: float = time.monotonic()
+
+    def get_token(self) -> str:
+        elapsed = time.monotonic() - self._last_refresh_time
+        if elapsed >= _TOKEN_REFRESH_INTERVAL_SECONDS:
+            try:
+                logger.info("Refreshing Salesforce OAuth token (%.0fs since last refresh)", elapsed)
+                self._sf_api.login()
+                self._last_refresh_time = time.monotonic()
+            except Exception:
+                logger.warning("Proactive token refresh failed; will use existing token", exc_info=True)
+        return self._sf_api.access_token
+
+    def force_refresh(self) -> None:
+        """Force an immediate token refresh.
+
+        Called by SalesforceErrorHandler when an INVALID_SESSION_ID response is
+        detected, so that subsequent requests use a valid access token.
+        """
+        try:
+            logger.info("Forcing Salesforce OAuth token refresh due to INVALID_SESSION_ID")
+            self._sf_api.login()
+            self._last_refresh_time = time.monotonic()
+        except Exception:
+            logger.error("Forced token refresh failed; subsequent requests will likely fail", exc_info=True)
+
 
 class Salesforce:
     logger = logging.getLogger("airbyte")
diff --git a/airbyte-integrations/connectors/source-salesforce/source_salesforce/rate_limiting.py b/airbyte-integrations/connectors/source-salesforce/source_salesforce/rate_limiting.py
index 13948c7131de..3d266782955c 100644
--- a/airbyte-integrations/connectors/source-salesforce/source_salesforce/rate_limiting.py
+++ b/airbyte-integrations/connectors/source-salesforce/source_salesforce/rate_limiting.py
@@ -2,20 +2,30 @@
 # Copyright (c) 2023 Airbyte, Inc., all rights reserved.
 #
 
+from __future__ import annotations
+
 import logging
 import re
 import sys
-from typing import Any, Mapping, Optional, Union
+from typing import TYPE_CHECKING, Any, Mapping, Optional, Union
 
 import backoff
 import requests
 from requests import codes, exceptions  # type: ignore[import]
 
 from airbyte_cdk.models import FailureType
-from airbyte_cdk.sources.streams.http.error_handlers import ErrorHandler, ErrorResolution, ResponseAction
+from airbyte_cdk.sources.streams.http.error_handlers import (
+    ErrorHandler,
+    ErrorResolution,
+    ResponseAction,
+)
 from airbyte_cdk.sources.streams.http.exceptions import DefaultBackoffException
 
 
+if TYPE_CHECKING:
+    from source_salesforce.api import SalesforceTokenProvider
+
+
 RESPONSE_CONSUMPTION_EXCEPTIONS = (
     # We've had a couple of customers with ProtocolErrors, namely:
     # * A self-managed instance during `BulkSalesforceStream.download_data`. This customer had an abnormally high number of ConnectionError
@@ -59,9 +69,15 @@ class BulkNotSupportedException(Exception):
 
 
 class SalesforceErrorHandler(ErrorHandler):
-    def __init__(self, stream_name: str = "<unknown stream>", sobject_options: Optional[Mapping[str, Any]] = None) -> None:
+    def __init__(
+        self,
+        stream_name: str = "<unknown stream>",
+        sobject_options: Optional[Mapping[str, Any]] = None,
+        token_provider: Optional[SalesforceTokenProvider] = None,
+    ) -> None:
         self._stream_name = stream_name
         self._sobject_options: Mapping[str, Any] = sobject_options or {}
+        self._token_provider = token_provider
 
     @property
     def max_retries(self) -> Optional[int]:
@@ -86,6 +102,17 @@ def interpret_response(self, response: Optional[Union[requests.Response, Excepti
                     raise BulkNotSupportedException(f"Query job with id: `{response.json().get('id')}` failed")
                 return ErrorResolution(ResponseAction.IGNORE, None, None)
 
+            if response.status_code == 401:
+                error_code, _ = self._extract_error_code_and_message(response)
+                if error_code == "INVALID_SESSION_ID":
+                    if self._token_provider is not None:
+                        self._token_provider.force_refresh()
+                    return ErrorResolution(
+                        ResponseAction.RETRY,
+                        FailureType.transient_error,
+                        "Salesforce session expired or invalid. Token has been refreshed.",
+                    )
+
             if not (400 <= response.status_code < 500) or response.status_code in _RETRYABLE_400_STATUS_CODES:
                 return ErrorResolution(
                     ResponseAction.RETRY,
@@ -98,12 +125,17 @@ def interpret_response(self, response: Optional[Union[requests.Response, Excepti
                 return ErrorResolution(
                     ResponseAction.FAIL,
                     FailureType.config_error,
-                    _AUTHENTICATION_ERROR_MESSAGE_MAPPING.get(error_message)
-                    if error_message in _AUTHENTICATION_ERROR_MESSAGE_MAPPING
-                    else f"An error occurred: {response.content.decode()}",
+                    (
+                        _AUTHENTICATION_ERROR_MESSAGE_MAPPING.get(error_message)
+                        if error_message in _AUTHENTICATION_ERROR_MESSAGE_MAPPING
+                        else f"An error occurred: {response.content.decode()}"
+                    ),
                 )
 
-            if self._is_bulk_job_creation(response) and response.status_code in [codes.FORBIDDEN, codes.BAD_REQUEST]:
+            if self._is_bulk_job_creation(response) and response.status_code in [
+                codes.FORBIDDEN,
+                codes.BAD_REQUEST,
+            ]:
                 return self._handle_bulk_job_creation_endpoint_specific_errors(response, error_code, error_message)
 
             if response.status_code == codes.too_many_requests or (
@@ -135,7 +167,8 @@ def interpret_response(self, response: Optional[Union[requests.Response, Excepti
     @staticmethod
     def _is_bulk_job_status_check(response: requests.Response) -> bool:
         """Regular string ensures format used only for job status: /services/data/vXX.X/jobs/query/<queryJobId>,
-        see https://developer.salesforce.com/docs/atlas.en-us.api_asynch.meta/api_asynch/query_get_one_job.htm"""
+        see https://developer.salesforce.com/docs/atlas.en-us.api_asynch.meta/api_asynch/query_get_one_job.htm
+        """
         return response.request.method == "GET" and bool(re.compile(r"/services/data/v\d{2}\.\d/jobs/query/[^/]+$").search(response.url))
 
     @staticmethod
@@ -197,7 +230,9 @@ def _handle_bulk_job_creation_endpoint_specific_errors(
         return ErrorResolution(ResponseAction.FAIL, FailureType.system_error, error_message)
 
     @staticmethod
-    def _extract_error_code_and_message(response: requests.Response) -> tuple[Optional[str], str]:
+    def _extract_error_code_and_message(
+        response: requests.Response,
+    ) -> tuple[Optional[str], str]:
         try:
             error_data = response.json()[0]
             return error_data.get("errorCode"), error_data.get("message", "")
diff --git a/airbyte-integrations/connectors/source-salesforce/source_salesforce/spec.yaml b/airbyte-integrations/connectors/source-salesforce/source_salesforce/spec.yaml
index 76740e6492fd..dacc42bb3ad8 100644
--- a/airbyte-integrations/connectors/source-salesforce/source_salesforce/spec.yaml
+++ b/airbyte-integrations/connectors/source-salesforce/source_salesforce/spec.yaml
@@ -123,6 +123,19 @@ advanced_auth:
     - auth_type
   predicate_value: Client
   oauth_config_specification:
+    oauth_connector_input_specification:
+      consent_url: "https://{% if is_sandbox %}test{% else %}login{% endif %}.salesforce.com/services/oauth2/authorize?{{client_id_param}}&{{redirect_uri_param}}&response_type=code&{{state_param}}"
+      access_token_url: "https://{% if is_sandbox %}test{% else %}login{% endif %}.salesforce.com/services/oauth2/token"
+      access_token_headers:
+        Content-Type: "application/x-www-form-urlencoded"
+      access_token_params:
+        grant_type: "authorization_code"
+        code: "{{ auth_code_value }}"
+        client_id: "{{ client_id_value }}"
+        client_secret: "{{ client_secret_value }}"
+        redirect_uri: "{{ redirect_uri_value }}"
+      extract_output:
+        - refresh_token
     oauth_user_input_from_connector_config_specification:
       type: object
       additionalProperties: false
diff --git a/airbyte-integrations/connectors/source-salesforce/source_salesforce/streams.py b/airbyte-integrations/connectors/source-salesforce/source_salesforce/streams.py
index 04f27e31bc65..083037ff3ab1 100644
--- a/airbyte-integrations/connectors/source-salesforce/source_salesforce/streams.py
+++ b/airbyte-integrations/connectors/source-salesforce/source_salesforce/streams.py
@@ -4,10 +4,22 @@
 
 import csv
 import ctypes
+import logging
 import urllib.parse
 from abc import ABC
 from datetime import timedelta
-from typing import Any, Callable, Iterable, List, Mapping, MutableMapping, Optional, Tuple, Type, Union
+from typing import (
+    Any,
+    Callable,
+    Iterable,
+    List,
+    Mapping,
+    MutableMapping,
+    Optional,
+    Tuple,
+    Type,
+    Union,
+)
 
 import pendulum
 import requests  # type: ignore[import]
@@ -31,30 +43,43 @@
     StreamSlice,
 )
 from airbyte_cdk.models import ConfiguredAirbyteCatalog, SyncMode
-from airbyte_cdk.sources.declarative.async_job.job_orchestrator import AsyncJobOrchestrator
+from airbyte_cdk.sources.declarative.async_job.job_orchestrator import (
+    AsyncJobOrchestrator,
+)
 from airbyte_cdk.sources.declarative.async_job.job_tracker import JobTracker
 from airbyte_cdk.sources.declarative.async_job.status import AsyncJobStatus
-from airbyte_cdk.sources.declarative.auth.token_provider import InterpolatedStringTokenProvider
 from airbyte_cdk.sources.declarative.decoders import NoopDecoder
 from airbyte_cdk.sources.declarative.extractors import ResponseToFileExtractor
 from airbyte_cdk.sources.declarative.partition_routers import AsyncJobPartitionRouter
-from airbyte_cdk.sources.declarative.requesters.http_job_repository import AsyncHttpJobRepository
-from airbyte_cdk.sources.declarative.requesters.request_options import InterpolatedRequestOptionsProvider
+from airbyte_cdk.sources.declarative.requesters.http_job_repository import (
+    AsyncHttpJobRepository,
+)
+from airbyte_cdk.sources.declarative.requesters.request_options import (
+    InterpolatedRequestOptionsProvider,
+)
 from airbyte_cdk.sources.declarative.retrievers import AsyncRetriever
 from airbyte_cdk.sources.declarative.schema import InlineSchemaLoader
 from airbyte_cdk.sources.declarative.stream_slicers import StreamSlicer
 from airbyte_cdk.sources.streams.concurrent.cursor import ConcurrentCursor
-from airbyte_cdk.sources.streams.concurrent.state_converters.datetime_stream_state_converter import IsoMillisConcurrentStreamStateConverter
+from airbyte_cdk.sources.streams.concurrent.state_converters.datetime_stream_state_converter import (
+    IsoMillisConcurrentStreamStateConverter,
+)
 from airbyte_cdk.sources.streams.core import CheckpointMixin, Stream, StreamData
 from airbyte_cdk.sources.streams.http import HttpClient, HttpStream, HttpSubStream
 from airbyte_cdk.sources.types import StreamState
 from airbyte_cdk.sources.utils.transform import TransformConfig, TypeTransformer
 
-from .api import PARENT_SALESFORCE_OBJECTS, UNSUPPORTED_FILTERING_STREAMS, Salesforce
+from .api import PARENT_SALESFORCE_OBJECTS, UNSUPPORTED_FILTERING_STREAMS, Salesforce, SalesforceTokenProvider
 from .availability_strategy import SalesforceAvailabilityStrategy
-from .rate_limiting import BulkNotSupportedException, SalesforceErrorHandler, default_backoff_handler
+from .rate_limiting import (
+    BulkNotSupportedException,
+    SalesforceErrorHandler,
+    default_backoff_handler,
+)
 
 
+logger = logging.getLogger("airbyte")
+
 # https://stackoverflow.com/a/54517228
 CSV_FIELD_SIZE_LIMIT = int(ctypes.c_ulong(-1).value // 2)
 csv.field_size_limit(CSV_FIELD_SIZE_LIMIT)
@@ -269,7 +294,13 @@ def _next_chunk_id(property_chunks: Mapping[int, PropertyChunk]) -> Optional[int
     def _read_pages(
         self,
         records_generator_fn: Callable[
-            [requests.PreparedRequest, requests.Response, Mapping[str, Any], Mapping[str, Any]], Iterable[StreamData]
+            [
+                requests.PreparedRequest,
+                requests.Response,
+                Mapping[str, Any],
+                Mapping[str, Any],
+            ],
+            Iterable[StreamData],
         ],
         stream_slice: Mapping[str, Any] = None,
         stream_state: Mapping[str, Any] = None,
@@ -287,7 +318,10 @@ def _read_pages(
 
             property_chunk = property_chunks[chunk_id]
             request, response = self._fetch_next_page_for_chunk(
-                stream_slice, stream_state, property_chunk.next_page, property_chunk.properties
+                stream_slice,
+                stream_state,
+                property_chunk.next_page,
+                property_chunk.properties,
             )
 
             # When this is the first time we're getting a chunk's records, we set this to False to be used when deciding the next chunk
@@ -343,19 +377,38 @@ def _fetch_next_page_for_chunk(
         next_page_token: Mapping[str, Any] = None,
         property_chunk: Mapping[str, Any] = None,
     ) -> Tuple[requests.PreparedRequest, requests.Response]:
-        request_headers = self.request_headers(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token)
+        request_headers = self.request_headers(
+            stream_state=stream_state,
+            stream_slice=stream_slice,
+            next_page_token=next_page_token,
+        )
         return self._http_client.send_request(
             http_method=self.http_method,
             url=self._join_url(
                 self.url_base,
-                self.path(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token),
+                self.path(
+                    stream_state=stream_state,
+                    stream_slice=stream_slice,
+                    next_page_token=next_page_token,
+                ),
             ),
             headers=dict(request_headers),
             params=self.request_params(
-                stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token, property_chunk=property_chunk
+                stream_state=stream_state,
+                stream_slice=stream_slice,
+                next_page_token=next_page_token,
+                property_chunk=property_chunk,
+            ),
+            json=self.request_body_json(
+                stream_state=stream_state,
+                stream_slice=stream_slice,
+                next_page_token=next_page_token,
+            ),
+            data=self.request_body_data(
+                stream_state=stream_state,
+                stream_slice=stream_slice,
+                next_page_token=next_page_token,
             ),
-            json=self.request_body_json(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token),
-            data=self.request_body_data(stream_state=stream_state, stream_slice=stream_slice, next_page_token=next_page_token),
             request_kwargs={},
         )
 
@@ -365,7 +418,10 @@ class BatchedSubStream(HttpSubStream):
     SLICE_BATCH_SIZE = 200
 
     def stream_slices(
-        self, sync_mode: SyncMode, cursor_field: Optional[List[str]] = None, stream_state: Optional[Mapping[str, Any]] = None
+        self,
+        sync_mode: SyncMode,
+        cursor_field: Optional[List[str]] = None,
+        stream_state: Optional[Mapping[str, Any]] = None,
     ) -> Iterable[Optional[Mapping[str, Any]]]:
         """Instead of yielding one parent record at a time, make stream slice contain a batch of parent records.
 
@@ -493,10 +549,13 @@ def get_request_body_json(
 
     def stream_slices(self) -> Iterable[StreamSlice]:
         for batched_parents in self._batched_substream.stream_slices(
-            sync_mode=self._sync_mode, cursor_field=self._cursor_field, stream_state=self._stream_state
+            sync_mode=self._sync_mode,
+            cursor_field=self._cursor_field,
+            stream_state=self._stream_state,
         ):
             yield StreamSlice(
-                partition={"parents": [parent[self._parend_id_field] for parent in batched_parents["parents"]]}, cursor_slice={}
+                partition={"parents": [parent[self._parend_id_field] for parent in batched_parents["parents"]]},
+                cursor_slice={},
             )
 
 
@@ -529,22 +588,23 @@ def _instantiate_declarative_stream(self, stream_slicer: StreamSlicer, has_bulk_
         url_base = self.sf_api.instance_url
         job_query_path = f"/services/data/{self.sf_api.version}/jobs/query"
         decoder = JsonDecoder(parameters=parameters)
+        token_provider = SalesforceTokenProvider(self.sf_api)
         authenticator = BearerAuthenticator(
-            token_provider=InterpolatedStringTokenProvider(api_token=self.sf_api.access_token, config=config, parameters=parameters),
+            token_provider=token_provider,
             config=config,
             parameters=parameters,
         )
-        error_handler = SalesforceErrorHandler()
+        error_handler = SalesforceErrorHandler(token_provider=token_provider)
         select_fields = self.get_query_select_fields()
         query = f"SELECT {select_fields} FROM {self.name}"  # FIXME "def request_params" is also handling `next_token` (I don't know why, I think it's always None) and parent streams
         if self.cursor_field and self._stream_slicer_cursor:
             where_in_query = '{{ " WHERE " if stream_slice["start_date"] or stream_slice["end_date"] else "" }}'
             lower_boundary_interpolation = (
-                '{{ "' f"{self.cursor_field}" ' >= " + stream_slice["start_date"] if stream_slice["start_date"] else "" }}'
+                f'{{{{ "{self.cursor_field} >= " + stream_slice["start_date"] if stream_slice["start_date"] else "" }}}}'
             )
             and_keyword_interpolation = '{{" AND " if stream_slice["start_date"] and stream_slice["end_date"] else "" }}'
             upper_boundary_interpolation = (
-                '{{ "' f"{self.cursor_field}" ' < " + stream_slice["end_date"] if stream_slice["end_date"] else "" }}'
+                f'{{{{ "{self.cursor_field} < " + stream_slice["end_date"] if stream_slice["end_date"] else "" }}}}'
             )
             query = query + where_in_query + lower_boundary_interpolation + and_keyword_interpolation + upper_boundary_interpolation
         elif isinstance(stream_slicer, BulkParentStreamStreamSlicer):
@@ -702,8 +762,18 @@ def _instantiate_declarative_stream(self, stream_slicer: StreamSlicer, has_bulk_
             use_cache=False,
             stream_response=False,
         )
-        status_extractor = DpathExtractor(decoder=JsonDecoder(parameters={}), field_path=["state"], config={}, parameters={})
-        download_target_extractor = DpathExtractor(decoder=JsonDecoder(parameters={}), field_path=["id"], config={}, parameters={})
+        status_extractor = DpathExtractor(
+            decoder=JsonDecoder(parameters={}),
+            field_path=["state"],
+            config={},
+            parameters={},
+        )
+        download_target_extractor = DpathExtractor(
+            decoder=JsonDecoder(parameters={}),
+            field_path=["id"],
+            config={},
+            parameters={},
+        )
         job_repository = AsyncHttpJobRepository(
             creation_requester=creation_requester,
             polling_requester=polling_requester,
@@ -774,7 +844,10 @@ def get_query_select_fields(self) -> str:
         )
 
     def request_params(
-        self, stream_state: Mapping[str, Any], stream_slice: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None
+        self,
+        stream_state: Mapping[str, Any],
+        stream_slice: Mapping[str, Any] = None,
+        next_page_token: Mapping[str, Any] = None,
     ) -> MutableMapping[str, Any]:
         """
         Salesforce SOQL Query: https://developer.salesforce.com/docs/atlas.en-us.232.0.api_rest.meta/api_rest/dome_queryall.htm
@@ -814,23 +887,38 @@ def _is_async_job_slice(self, stream_slice):
         return isinstance(stream_slice, StreamSlice) and "jobs" in stream_slice.extra_fields
 
     def stream_slices(
-        self, *, sync_mode: SyncMode, cursor_field: Optional[List[str]] = None, stream_state: Optional[Mapping[str, Any]] = None
+        self,
+        *,
+        sync_mode: SyncMode,
+        cursor_field: Optional[List[str]] = None,
+        stream_state: Optional[Mapping[str, Any]] = None,
     ) -> Iterable[Optional[Mapping[str, Any]]]:
         self._instantiate_declarative_stream(BulkDatetimeStreamSlicer(self._stream_slicer_cursor), has_bulk_parent=False)
         try:
-            yield from self._bulk_job_stream.stream_slices(sync_mode=sync_mode, cursor_field=cursor_field, stream_state=stream_state)
+            yield from self._bulk_job_stream.stream_slices(
+                sync_mode=sync_mode,
+                cursor_field=cursor_field,
+                stream_state=stream_state,
+            )
         except BulkNotSupportedException:
             self.logger.warning(
                 "attempt to switch to STANDARD(non-BULK) sync. Because the SalesForce BULK job has returned a failed status"
             )
             self._switch_from_bulk_to_rest = True
             self._rest_stream = self.get_standard_instance()
-            stream_is_available, error = SalesforceAvailabilityStrategy().check_availability(self._rest_stream, self.logger, None)
+            (
+                stream_is_available,
+                error,
+            ) = SalesforceAvailabilityStrategy().check_availability(self._rest_stream, self.logger, None)
             if not stream_is_available:
                 self.logger.warning(f"Skipped syncing stream '{self._rest_stream.name}' because it was unavailable. Error: {error}")
                 yield from []
             else:
-                yield from self._rest_stream.stream_slices(sync_mode=sync_mode, cursor_field=cursor_field, stream_state=stream_state)
+                yield from self._rest_stream.stream_slices(
+                    sync_mode=sync_mode,
+                    cursor_field=cursor_field,
+                    stream_state=stream_state,
+                )
 
     def get_standard_instance(self) -> SalesforceStream:
         """Returns a instance of standard logic(non-BULK) with same settings"""
@@ -857,11 +945,18 @@ def get_standard_instance(self) -> SalesforceStream:
 
 class BulkSalesforceSubStream(BatchedSubStream, BulkSalesforceStream):
     def stream_slices(
-        self, sync_mode: SyncMode, cursor_field: Optional[List[str]] = None, stream_state: Optional[Mapping[str, Any]] = None
+        self,
+        sync_mode: SyncMode,
+        cursor_field: Optional[List[str]] = None,
+        stream_state: Optional[Mapping[str, Any]] = None,
     ) -> Iterable[Optional[Mapping[str, Any]]]:
         self._instantiate_declarative_stream(
             BulkParentStreamStreamSlicer(
-                super(BulkSalesforceSubStream, self), sync_mode, cursor_field, stream_state, PARENT_SALESFORCE_OBJECTS[self.name]["field"]
+                super(BulkSalesforceSubStream, self),
+                sync_mode,
+                cursor_field,
+                stream_state,
+                PARENT_SALESFORCE_OBJECTS[self.name]["field"],
             ),
             has_bulk_parent=True,
         )
@@ -895,7 +990,11 @@ def set_cursor(self, cursor: ConcurrentCursor) -> None:
         self._stream_slicer_cursor = cursor
 
     def stream_slices(
-        self, *, sync_mode: SyncMode, cursor_field: List[str] = None, stream_state: Mapping[str, Any] = None
+        self,
+        *,
+        sync_mode: SyncMode,
+        cursor_field: List[str] = None,
+        stream_state: Mapping[str, Any] = None,
     ) -> Iterable[Optional[Mapping[str, Any]]]:
         if not self._stream_slicer_cursor:
             yield from [StreamSlice(partition={}, cursor_slice={})]
@@ -966,7 +1065,11 @@ def state(self):
     def state(self, value):
         self._state = value
 
-    def _get_updated_state(self, current_stream_state: MutableMapping[str, Any], latest_record: Mapping[str, Any]) -> Mapping[str, Any]:
+    def _get_updated_state(
+        self,
+        current_stream_state: MutableMapping[str, Any],
+        latest_record: Mapping[str, Any],
+    ) -> Mapping[str, Any]:
         """
         Return the latest state by comparing the cursor value in the latest record with the stream's most recent state
         object and returning an updated state object. Check if latest record is IN stream slice interval => ignore if not
@@ -977,7 +1080,10 @@ def _get_updated_state(self, current_stream_state: MutableMapping[str, Any], lat
         if current_stream_state.get(self.cursor_field):
             if latest_record_value > slice_max_value:
                 return {self.cursor_field: max_possible_value.isoformat()}
-            max_possible_value = max(latest_record_value, pendulum.parse(current_stream_state[self.cursor_field]))
+            max_possible_value = max(
+                latest_record_value,
+                pendulum.parse(current_stream_state[self.cursor_field]),
+            )
         return {self.cursor_field: max_possible_value.isoformat()}
 
 
@@ -985,14 +1091,20 @@ class BulkIncrementalSalesforceStream(BulkSalesforceStream, IncrementalRestSales
     state_checkpoint_interval = None
 
     def request_params(
-        self, stream_state: Mapping[str, Any], stream_slice: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None
+        self,
+        stream_state: Mapping[str, Any],
+        stream_slice: Mapping[str, Any] = None,
+        next_page_token: Mapping[str, Any] = None,
     ) -> MutableMapping[str, Any]:
         start_date = stream_slice["start_date"]
         end_date = stream_slice["end_date"]
 
         select_fields = self.get_query_select_fields()
         table_name = self.name
-        where_conditions = [f"{self.cursor_field} >= {start_date}", f"{self.cursor_field} < {end_date}"]
+        where_conditions = [
+            f"{self.cursor_field} >= {start_date}",
+            f"{self.cursor_field} < {end_date}",
+        ]
 
         where_clause = f"WHERE {' AND '.join(where_conditions)}"
         query = f"SELECT {select_fields} FROM {table_name} {where_clause}"
diff --git a/airbyte-integrations/connectors/source-salesforce/unit_tests/test_rate_limiting.py b/airbyte-integrations/connectors/source-salesforce/unit_tests/test_rate_limiting.py
index 5740eb21716a..d1c476e770d0 100644
--- a/airbyte-integrations/connectors/source-salesforce/unit_tests/test_rate_limiting.py
+++ b/airbyte-integrations/connectors/source-salesforce/unit_tests/test_rate_limiting.py
@@ -2,12 +2,13 @@
 
 from typing import Any
 from unittest import TestCase
+from unittest.mock import MagicMock, patch
 
 import pytest
 import requests
 import requests_mock
 from requests.exceptions import ChunkedEncodingError
-from source_salesforce.api import API_VERSION
+from source_salesforce.api import _TOKEN_REFRESH_INTERVAL_SECONDS, API_VERSION, SalesforceTokenProvider
 from source_salesforce.rate_limiting import BulkNotSupportedException, SalesforceErrorHandler
 
 from airbyte_cdk.models import FailureType
@@ -18,6 +19,50 @@
 _ANY_BASE_URL = "https://any-base-url.com"
 
 
+class SalesforceTokenProviderTest(TestCase):
+    def setUp(self) -> None:
+        self._sf_api = MagicMock()
+        self._sf_api.access_token = "initial_token"
+        self._token_provider = SalesforceTokenProvider(self._sf_api)
+
+    def test_get_token_returns_token_without_login_when_within_refresh_interval(self) -> None:
+        token = self._token_provider.get_token()
+
+        assert token == "initial_token"
+        self._sf_api.login.assert_not_called()
+
+    def test_get_token_calls_login_when_interval_elapsed(self) -> None:
+        self._sf_api.access_token = "refreshed_token"
+        with patch("source_salesforce.api.time.monotonic", side_effect=[0.0, _TOKEN_REFRESH_INTERVAL_SECONDS + 1, 0.0]):
+            provider = SalesforceTokenProvider(self._sf_api)
+            token = provider.get_token()
+
+        self._sf_api.login.assert_called_once()
+        assert token == "refreshed_token"
+
+    def test_get_token_returns_existing_token_when_login_fails(self) -> None:
+        self._sf_api.login.side_effect = Exception("network error")
+        self._sf_api.access_token = "stale_token"
+        with patch("source_salesforce.api.time.monotonic", side_effect=[0.0, _TOKEN_REFRESH_INTERVAL_SECONDS + 1]):
+            provider = SalesforceTokenProvider(self._sf_api)
+            token = provider.get_token()
+
+        self._sf_api.login.assert_called_once()
+        assert token == "stale_token"
+
+    def test_force_refresh_calls_login_immediately(self) -> None:
+        self._token_provider.force_refresh()
+
+        self._sf_api.login.assert_called_once()
+
+    def test_force_refresh_does_not_raise_when_login_fails(self) -> None:
+        self._sf_api.login.side_effect = Exception("network error")
+
+        self._token_provider.force_refresh()  # should not raise
+
+        self._sf_api.login.assert_called_once()
+
+
 class SalesforceErrorHandlerTest(TestCase):
     def setUp(self) -> None:
         self._error_handler = SalesforceErrorHandler()
@@ -85,6 +130,49 @@ def test_given_chunked_encoding_error_when_interpret_response_then_retry(self) -
         error_resolution = self._error_handler.interpret_response(ChunkedEncodingError())
         assert error_resolution.response_action == ResponseAction.RETRY
 
+    def test_given_401_invalid_session_id_with_token_provider_when_interpret_response_then_retry_and_refresh(self) -> None:
+        token_provider = MagicMock()
+        error_handler = SalesforceErrorHandler(token_provider=token_provider)
+        response = self._create_response(
+            "GET",
+            f"{_ANY_BASE_URL}/services/data/{API_VERSION}/sobjects",
+            401,
+            [{"errorCode": "INVALID_SESSION_ID", "message": "Session expired or invalid"}],
+        )
+
+        error_resolution = error_handler.interpret_response(response)
+
+        assert error_resolution.response_action == ResponseAction.RETRY
+        assert error_resolution.failure_type == FailureType.transient_error
+        token_provider.force_refresh.assert_called_once()
+
+    def test_given_401_invalid_session_id_without_token_provider_when_interpret_response_then_retry_without_crash(self) -> None:
+        error_handler = SalesforceErrorHandler(token_provider=None)
+        response = self._create_response(
+            "GET",
+            f"{_ANY_BASE_URL}/services/data/{API_VERSION}/sobjects",
+            401,
+            [{"errorCode": "INVALID_SESSION_ID", "message": "Session expired or invalid"}],
+        )
+
+        error_resolution = error_handler.interpret_response(response)
+
+        assert error_resolution.response_action == ResponseAction.RETRY
+        assert error_resolution.failure_type == FailureType.transient_error
+
+    def test_given_401_with_different_error_code_when_interpret_response_then_fall_through(self) -> None:
+        response = self._create_response(
+            "GET",
+            f"{_ANY_BASE_URL}/services/data/{API_VERSION}/sobjects",
+            401,
+            [{"errorCode": "SOME_OTHER_ERROR", "message": "some message"}],
+        )
+
+        error_resolution = self._error_handler.interpret_response(response)
+
+        # 401 is a 4xx that is NOT in _RETRYABLE_400_STATUS_CODES, so it should FAIL
+        assert error_resolution.response_action == ResponseAction.FAIL
+
     def _create_response(self, http_method: str, url: str, status_code: int, json: Any) -> requests.Response:
         with requests_mock.Mocker() as mocker:
             mocker.register_uri(
diff --git a/airbyte-integrations/connectors/source-sap-fieldglass/metadata.yaml b/airbyte-integrations/connectors/source-sap-fieldglass/metadata.yaml
index b82faa01cb5d..a295c44c4198 100644
--- a/airbyte-integrations/connectors/source-sap-fieldglass/metadata.yaml
+++ b/airbyte-integrations/connectors/source-sap-fieldglass/metadata.yaml
@@ -2,7 +2,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: ec5f3102-fb31-4916-99ae-864faf8e7e25
-  dockerImageTag: 0.2.36
+  dockerImageTag: 0.2.37
   dockerRepository: airbyte/source-sap-fieldglass
   githubIssueLabel: source-sap-fieldglass
   icon: sapfieldglass.svg
@@ -39,7 +39,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: SAP Fieldglass API
       url: https://api.sap.com/package/SAPFieldglass/rest
diff --git a/airbyte-integrations/connectors/source-savvycal/metadata.yaml b/airbyte-integrations/connectors/source-savvycal/metadata.yaml
index 6e0a46fcc169..72336b8807bf 100644
--- a/airbyte-integrations/connectors/source-savvycal/metadata.yaml
+++ b/airbyte-integrations/connectors/source-savvycal/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-savvycal
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: a554ed06-74e2-4c60-9510-d63f7dc463b6
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-savvycal
   githubIssueLabel: source-savvycal
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-scryfall/metadata.yaml b/airbyte-integrations/connectors/source-scryfall/metadata.yaml
index a4fdd5b0dc3d..bd22665df04a 100644
--- a/airbyte-integrations/connectors/source-scryfall/metadata.yaml
+++ b/airbyte-integrations/connectors/source-scryfall/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-scryfall
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f76b7649-322b-44a0-8cef-23aeaae89c42
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-scryfall
   githubIssueLabel: source-scryfall
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-segment/metadata.yaml b/airbyte-integrations/connectors/source-segment/metadata.yaml
index 44bf7c42bb74..9353ab1df7a9 100644
--- a/airbyte-integrations/connectors/source-segment/metadata.yaml
+++ b/airbyte-integrations/connectors/source-segment/metadata.yaml
@@ -14,11 +14,11 @@ data:
       enabled: false
       packageName: airbyte-source-segment
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b17132d0-4108-4a76-ae5e-639c15beae47
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-segment
   githubIssueLabel: source-segment
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-sendgrid/CLAUDE.md b/airbyte-integrations/connectors/source-sendgrid/CLAUDE.md
deleted file mode 100644
index e9d43da0969e..000000000000
--- a/airbyte-integrations/connectors/source-sendgrid/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-sendgrid
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Async contacts export with gzipped CSV download (three-phase create/poll/download)
diff --git a/airbyte-integrations/connectors/source-sendgrid/BEHAVIOR.md b/airbyte-integrations/connectors/source-sendgrid/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-sendgrid/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-sendgrid/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-sendinblue/metadata.yaml b/airbyte-integrations/connectors/source-sendinblue/metadata.yaml
index 761a9856fd9b..67c17899b4a3 100644
--- a/airbyte-integrations/connectors/source-sendinblue/metadata.yaml
+++ b/airbyte-integrations/connectors/source-sendinblue/metadata.yaml
@@ -9,11 +9,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2e88fa20-a2f6-43cc-bba6-98a0a3f244fb
-  dockerImageTag: 0.2.25
+  dockerImageTag: 0.2.26
   dockerRepository: airbyte/source-sendinblue
   documentationUrl: https://docs.airbyte.com/integrations/sources/sendinblue
   githubIssueLabel: source-sendinblue
diff --git a/airbyte-integrations/connectors/source-sentry/metadata.yaml b/airbyte-integrations/connectors/source-sentry/metadata.yaml
index eb24cc0eb536..3c899b0e477f 100644
--- a/airbyte-integrations/connectors/source-sentry/metadata.yaml
+++ b/airbyte-integrations/connectors/source-sentry/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - "*"
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: cdaf146a-9b75-49fd-9dd2-9d64a0bb4781
-  dockerImageTag: 0.9.18
+  dockerImageTag: 0.9.19
   dockerRepository: airbyte/source-sentry
   documentationUrl: https://docs.airbyte.com/integrations/sources/sentry
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-sftp-bulk/metadata.yaml b/airbyte-integrations/connectors/source-sftp-bulk/metadata.yaml
index 67e587a197b0..3fda7cd2e2cb 100644
--- a/airbyte-integrations/connectors/source-sftp-bulk/metadata.yaml
+++ b/airbyte-integrations/connectors/source-sftp-bulk/metadata.yaml
@@ -17,7 +17,7 @@ data:
   connectorSubtype: file
   connectorType: source
   definitionId: 31e3242f-dee7-4cdc-a4b8-8e06c5458517
-  dockerImageTag: 1.9.0
+  dockerImageTag: 1.9.1
   dockerRepository: airbyte/source-sftp-bulk
   documentationUrl: https://docs.airbyte.com/integrations/sources/sftp-bulk
   githubIssueLabel: source-sftp-bulk
diff --git a/airbyte-integrations/connectors/source-sftp-bulk/pyproject.toml b/airbyte-integrations/connectors/source-sftp-bulk/pyproject.toml
index 0ac84f551f59..f961f9b2e210 100644
--- a/airbyte-integrations/connectors/source-sftp-bulk/pyproject.toml
+++ b/airbyte-integrations/connectors/source-sftp-bulk/pyproject.toml
@@ -3,7 +3,7 @@ requires = [ "poetry-core>=1.0.0",]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
-version = "1.9.0"
+version = "1.9.1"
 name = "source-sftp-bulk"
 description = "Source implementation for SFTP Bulk."
 authors = [ "Airbyte <contact@airbyte.io>",]
diff --git a/airbyte-integrations/connectors/source-sftp-bulk/source_sftp_bulk/client.py b/airbyte-integrations/connectors/source-sftp-bulk/source_sftp_bulk/client.py
index 1f6e04360fc1..f9c74d7150bd 100644
--- a/airbyte-integrations/connectors/source-sftp-bulk/source_sftp_bulk/client.py
+++ b/airbyte-integrations/connectors/source-sftp-bulk/source_sftp_bulk/client.py
@@ -14,6 +14,28 @@
 from airbyte_cdk import AirbyteTracedException, FailureType
 
 
+_KEY_CLASSES = [
+    paramiko.RSAKey,
+    paramiko.Ed25519Key,
+    paramiko.ECDSAKey,
+    paramiko.DSSKey,
+]
+
+
+def _parse_private_key(private_key: str) -> paramiko.PKey:
+    """Try each paramiko key class to auto-detect the private key type."""
+    for key_class in _KEY_CLASSES:
+        try:
+            return key_class.from_private_key(io.StringIO(private_key))
+        except (paramiko.SSHException, ValueError):
+            continue
+    raise AirbyteTracedException(
+        failure_type=FailureType.config_error,
+        message="Private key format is not recognized. Supported types: RSA, Ed25519, ECDSA, DSS.",
+        internal_message="Failed to parse private key with any supported paramiko key class: RSAKey, Ed25519Key, ECDSAKey, DSSKey.",
+    )
+
+
 # set default timeout to 300 seconds
 REQUEST_TIMEOUT = 300
 
@@ -41,7 +63,7 @@ def __init__(
         self.password = password
         self.port = int(port) or 22
 
-        self.key = paramiko.RSAKey.from_private_key(io.StringIO(private_key)) if private_key else None
+        self.key = _parse_private_key(private_key) if private_key else None
         self.timeout = float(timeout) if timeout else REQUEST_TIMEOUT
 
         self._connect()
diff --git a/airbyte-integrations/connectors/source-sftp-bulk/unit_tests/client_test.py b/airbyte-integrations/connectors/source-sftp-bulk/unit_tests/client_test.py
index dd55a87418a6..665f26520333 100644
--- a/airbyte-integrations/connectors/source-sftp-bulk/unit_tests/client_test.py
+++ b/airbyte-integrations/connectors/source-sftp-bulk/unit_tests/client_test.py
@@ -6,7 +6,9 @@
 import paramiko
 import pytest
 from paramiko.ssh_exception import SSHException
-from source_sftp_bulk.client import SFTPClient
+from source_sftp_bulk.client import SFTPClient, _parse_private_key
+
+from airbyte_cdk import AirbyteTracedException
 
 
 def test_client_exception():
@@ -28,3 +30,86 @@ def test_client_connection():
             port=123,
         )
         assert SFTPClient
+
+
+@pytest.mark.parametrize(
+    "failing_classes,succeeding_class",
+    [
+        pytest.param([], paramiko.RSAKey, id="rsa_key"),
+        pytest.param([paramiko.RSAKey], paramiko.Ed25519Key, id="ed25519_key"),
+        pytest.param([paramiko.RSAKey, paramiko.Ed25519Key], paramiko.ECDSAKey, id="ecdsa_key"),
+        pytest.param([paramiko.RSAKey, paramiko.Ed25519Key, paramiko.ECDSAKey], paramiko.DSSKey, id="dss_key"),
+    ],
+)
+def test_parse_private_key_auto_detects_key_type(failing_classes, succeeding_class):
+    """_parse_private_key tries key classes in order and returns the first that succeeds."""
+    mock_key = MagicMock(spec=succeeding_class)
+    patches = [patch.object(cls, "from_private_key", side_effect=paramiko.SSHException("wrong type")) for cls in failing_classes]
+    patches.append(patch.object(succeeding_class, "from_private_key", return_value=mock_key))
+    with patches[0] if len(patches) == 1 else patches[0]:
+        for p in patches[1:]:
+            p.start()
+        try:
+            result = _parse_private_key("fake-key-content")
+            assert result is mock_key
+        finally:
+            for p in patches[1:]:
+                p.stop()
+
+
+def test_parse_private_key_unrecognized_format_raises_config_error():
+    """All key classes fail => AirbyteTracedException with config_error."""
+    with (
+        patch.object(paramiko.RSAKey, "from_private_key", side_effect=paramiko.SSHException("fail")),
+        patch.object(paramiko.Ed25519Key, "from_private_key", side_effect=paramiko.SSHException("fail")),
+        patch.object(paramiko.ECDSAKey, "from_private_key", side_effect=paramiko.SSHException("fail")),
+        patch.object(paramiko.DSSKey, "from_private_key", side_effect=paramiko.SSHException("fail")),
+    ):
+        with pytest.raises(AirbyteTracedException, match="Failed to parse private key"):
+            _parse_private_key("invalid-key-content")
+
+
+def test_parse_private_key_catches_value_error():
+    """ValueError from a key class is caught and the next class is tried."""
+    mock_key = MagicMock(spec=paramiko.Ed25519Key)
+    with (
+        patch.object(paramiko.RSAKey, "from_private_key", side_effect=ValueError("bad data")),
+        patch.object(paramiko.Ed25519Key, "from_private_key", return_value=mock_key),
+    ):
+        result = _parse_private_key("fake-key-content")
+        assert result is mock_key
+
+
+def test_client_with_private_key_calls_parse():
+    """SFTPClient passes private_key through _parse_private_key."""
+    mock_key = MagicMock(spec=paramiko.RSAKey)
+    with (
+        patch("source_sftp_bulk.client._parse_private_key", return_value=mock_key) as mock_parse,
+        patch.object(paramiko, "Transport", MagicMock()),
+        patch.object(paramiko, "SFTPClient", MagicMock()),
+    ):
+        client = SFTPClient(
+            host="localhost",
+            username="username",
+            private_key="fake-key",
+            port=123,
+        )
+        mock_parse.assert_called_once_with("fake-key")
+        assert client.key is mock_key
+
+
+def test_client_without_private_key_skips_parse():
+    """SFTPClient with no private_key does not call _parse_private_key."""
+    with (
+        patch("source_sftp_bulk.client._parse_private_key") as mock_parse,
+        patch.object(paramiko, "Transport", MagicMock()),
+        patch.object(paramiko, "SFTPClient", MagicMock()),
+    ):
+        client = SFTPClient(
+            host="localhost",
+            username="username",
+            password="password",
+            port=123,
+        )
+        mock_parse.assert_not_called()
+        assert client.key is None
diff --git a/airbyte-integrations/connectors/source-shutterstock/metadata.yaml b/airbyte-integrations/connectors/source-shutterstock/metadata.yaml
index 037cffe6167c..56d6f9deabde 100644
--- a/airbyte-integrations/connectors/source-shutterstock/metadata.yaml
+++ b/airbyte-integrations/connectors/source-shutterstock/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-shutterstock
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 998c12c8-09f9-4f57-9411-4efc498b7858
-  dockerImageTag: 0.0.32
+  dockerImageTag: 0.0.33
   dockerRepository: airbyte/source-shutterstock
   githubIssueLabel: source-shutterstock
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-signnow/metadata.yaml b/airbyte-integrations/connectors/source-signnow/metadata.yaml
index a3b944d54760..0f89456d7770 100644
--- a/airbyte-integrations/connectors/source-signnow/metadata.yaml
+++ b/airbyte-integrations/connectors/source-signnow/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-signnow
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 379fc8e8-c6ec-4c13-90cb-dfebb536fac6
-  dockerImageTag: 0.0.34
+  dockerImageTag: 0.0.35
   dockerRepository: airbyte/source-signnow
   githubIssueLabel: source-signnow
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-simfin/metadata.yaml b/airbyte-integrations/connectors/source-simfin/metadata.yaml
index 0d4a7258167a..5ba8932d1204 100644
--- a/airbyte-integrations/connectors/source-simfin/metadata.yaml
+++ b/airbyte-integrations/connectors/source-simfin/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-simfin
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f00b4899-1154-477e-8508-3d7f33ffb28c
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-simfin
   githubIssueLabel: source-simfin
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-slack/CLAUDE.md b/airbyte-integrations/connectors/source-slack/CLAUDE.md
deleted file mode 100644
index 1830044aad06..000000000000
--- a/airbyte-integrations/connectors/source-slack/CLAUDE.md
+++ /dev/null
@@ -1,6 +0,0 @@
-# source-slack
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Auto-joining channels during sync via POST side-effect calls
-  2. Dynamic rate limit policy that switches from unlimited to 1 req/min on first 429
diff --git a/airbyte-integrations/connectors/source-slack/BEHAVIOR.md b/airbyte-integrations/connectors/source-slack/CONTRIBUTING.md
similarity index 81%
rename from airbyte-integrations/connectors/source-slack/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-slack/CONTRIBUTING.md
index e8dc7e711e26..294574121c76 100644
--- a/airbyte-integrations/connectors/source-slack/BEHAVIOR.md
+++ b/airbyte-integrations/connectors/source-slack/CONTRIBUTING.md
@@ -2,7 +2,7 @@
 
 ## 1. Auto-Joining Channels During Sync
 
-When `join_channels` is enabled in the config, the `ChannelsRetriever` automatically joins Slack channels by making POST requests to `conversations.join` during the channels stream read. For each channel where the bot's `is_member` property is false, the connector fires a side-effect API call to join that channel before yielding the record. This means reading the channels stream can modify the Slack workspace state.
+When `join_channels` is enabled in the config, the `ChannelsRetriever` automatically joins Slack channels by making POST requests to `conversations.join` during the channels stream read. For each non-archived channel where the bot's `is_member` property is false, the connector fires a side-effect API call to join that channel before yielding the record. Archived channels are always skipped because the Slack API rejects `conversations.join` for archived channels. This means reading the channels stream can modify the Slack workspace state.
 
 **Why this matters:** The channels stream is not read-only when `join_channels` is enabled. It actively modifies the workspace by joining channels, which is a side effect that no other connector stream produces. The Slack API only returns messages from channels the bot has joined, so this behavior exists to ensure the messages and threads streams can actually retrieve data. If the bot lacks permission to join a channel, it logs a warning but does not fail the sync.
 
diff --git a/airbyte-integrations/connectors/source-slack/components.py b/airbyte-integrations/connectors/source-slack/components.py
index a8a54ca0e522..aa4683f70ecb 100644
--- a/airbyte-integrations/connectors/source-slack/components.py
+++ b/airbyte-integrations/connectors/source-slack/components.py
@@ -18,7 +18,6 @@
     InterpolatedString,
 )
 from airbyte_cdk.sources.declarative.migrations.state_migration import StateMigration
-from airbyte_cdk.sources.declarative.partition_routers import SinglePartitionRouter, SubstreamPartitionRouter
 from airbyte_cdk.sources.declarative.requesters import HttpRequester
 from airbyte_cdk.sources.declarative.requesters.request_options.interpolated_request_options_provider import (
     InterpolatedRequestOptionsProvider,
@@ -107,6 +106,8 @@ def should_join_to_channel(self, config: Mapping[str, Any], record: Record) -> b
         The `is_member` property indicates whether the API Bot is already assigned / joined to the channel.
         https://api.slack.com/types/conversation#booleans
         """
+        if record.get("is_archived"):
+            return False  # Slack API rejects conversations.join for archived channels
         return config["join_channels"] and not record.get("is_member")
 
     def make_join_channel_slice(self, channel: Mapping[str, Any]) -> Mapping[str, Any]:
diff --git a/airbyte-integrations/connectors/source-slack/manifest.yaml b/airbyte-integrations/connectors/source-slack/manifest.yaml
index b6856f89cf32..bff2e864c910 100644
--- a/airbyte-integrations/connectors/source-slack/manifest.yaml
+++ b/airbyte-integrations/connectors/source-slack/manifest.yaml
@@ -284,6 +284,16 @@ definitions:
       schema:
         $ref: "#/schemas/channel_messages"
 
+  channel_messages_with_replies_stream:
+    $ref: "#/definitions/channel_messages_stream"
+    retriever:
+      $ref: "#/definitions/channel_messages_stream/retriever"
+      record_selector:
+        $ref: "#/definitions/channel_messages_stream/retriever/record_selector"
+        record_filter:
+          type: RecordFilter
+          condition: "{{ (record.reply_count or 0) > 0 if config.get('threads_ignore_no_replies', false) else true }}"
+
   threads_stream:
     $ref: "#/definitions/stream_base"
     $parameters:
@@ -328,7 +338,7 @@ definitions:
         parent_stream_configs:
           - type: ParentStreamConfig
             stream:
-              $ref: "#/definitions/channel_messages_stream"
+              $ref: "#/definitions/channel_messages_with_replies_stream"
             # One complication is that threads can be updated at Any time in the future. Therefore, if we wanted to comprehensively sync data
             # i.e: get every single response in a thread, we'd have to read every message in the slack instance every time we ran a sync,
             # because otherwise there is no way to guarantee that a thread deep in the past didn't receive a new message.
@@ -432,6 +442,11 @@ spec:
         examples:
           - channel_one
           - channel_two
+      threads_ignore_no_replies:
+        type: boolean
+        default: false
+        title: Ignore messages with no replies in threads stream
+        description: When enabled, the threads stream will skip messages that have no replies (reply_count is 0, null, or absent), reducing the number of API calls. Disabled by default to make Threads stream contain unthreaded messages in its records.
       credentials:
         title: Authentication mechanism
         description: Choose how to authenticate into Slack
@@ -508,7 +523,30 @@ spec:
       - option_title
     predicate_value: Default OAuth2.0 authorization
     oauth_config_specification:
-#      oauth_user_input_from_connector_config_specification:
+      oauth_connector_input_specification:
+        consent_url: "https://slack.com/oauth/v2/authorize?{{client_id_param}}&{{redirect_uri_param}}&{{state_param}}&{{scopes_param}}"
+        access_token_url: "https://slack.com/api/oauth.v2.access"
+        access_token_headers:
+          Content-Type: "application/x-www-form-urlencoded"
+        access_token_params:
+          code: "{{ auth_code_value }}"
+          client_id: "{{ client_id_value }}"
+          client_secret: "{{ client_secret_value }}"
+          redirect_uri: "{{ redirect_uri_value }}"
+        scopes:
+          - scope: "channels:history"
+          - scope: "channels:join"
+          - scope: "channels:read"
+          - scope: "groups:read"
+          - scope: "groups:history"
+          - scope: "users:read"
+          - scope: "im:history"
+          - scope: "mpim:history"
+          - scope: "im:read"
+          - scope: "mpim:read"
+        scopes_join_strategy: comma
+        extract_output:
+          - access_token
       complete_oauth_output_specification:
         type: object
         additionalProperties: false
diff --git a/airbyte-integrations/connectors/source-slack/metadata.yaml b/airbyte-integrations/connectors/source-slack/metadata.yaml
index 9ec002a1c48a..08d8783f5e8e 100644
--- a/airbyte-integrations/connectors/source-slack/metadata.yaml
+++ b/airbyte-integrations/connectors/source-slack/metadata.yaml
@@ -10,7 +10,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: c2281cee-86f9-4a86-bb48-d23286b4c7bd
-  dockerImageTag: 3.1.13
+  dockerImageTag: 3.1.16
   dockerRepository: airbyte/source-slack
   documentationUrl: https://docs.airbyte.com/integrations/sources/slack
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-slack/unit_tests/test_components.py b/airbyte-integrations/connectors/source-slack/unit_tests/test_components.py
index 40b814b3d728..376c1116a176 100644
--- a/airbyte-integrations/connectors/source-slack/unit_tests/test_components.py
+++ b/airbyte-integrations/connectors/source-slack/unit_tests/test_components.py
@@ -51,10 +51,21 @@ def get_channels_retriever_instance(token_config, components_module):
     )
 
 
-def test_join_channels_should_join_to_channel(token_config, components_module):
-    retriever = get_channels_retriever_instance(token_config, components_module)
-    assert retriever.should_join_to_channel(token_config, {"is_member": False}) is True
-    assert retriever.should_join_to_channel(token_config, {"is_member": True}) is False
+@pytest.mark.parametrize(
+    "join_channels,record,expected",
+    [
+        pytest.param(True, {"is_member": False, "is_archived": False}, True, id="join_enabled_non_member_non_archived"),
+        pytest.param(True, {"is_member": True, "is_archived": False}, False, id="join_enabled_already_member"),
+        pytest.param(True, {"is_member": False, "is_archived": True}, False, id="join_enabled_archived_channel_rejected"),
+        pytest.param(False, {"is_member": False, "is_archived": False}, False, id="join_disabled"),
+        pytest.param(True, {"is_member": False}, True, id="join_enabled_missing_is_archived"),
+        pytest.param(True, {"is_member": True, "is_archived": True}, False, id="archived_and_already_member"),
+    ],
+)
+def test_should_join_to_channel(token_config, components_module, join_channels, record, expected):
+    config = {**token_config, "join_channels": join_channels}
+    retriever = get_channels_retriever_instance(config, components_module)
+    assert retriever.should_join_to_channel(config, record) is expected
 
 
 def test_join_channels_make_join_channel_slice(token_config, components_module):
diff --git a/airbyte-integrations/connectors/source-slack/unit_tests/test_config_migrations.py b/airbyte-integrations/connectors/source-slack/unit_tests/test_config_migrations.py
index 2d7df87704fc..07dc8701c980 100644
--- a/airbyte-integrations/connectors/source-slack/unit_tests/test_config_migrations.py
+++ b/airbyte-integrations/connectors/source-slack/unit_tests/test_config_migrations.py
@@ -12,7 +12,6 @@
 CMD = "check"
 TEST_CONFIG_LEGACY_PATH = f"{os.path.dirname(__file__)}/configs/legacy_config.json"
 TEST_CONFIG_ACTUAL_PATH = f"{os.path.dirname(__file__)}/configs/actual_config.json"
-
 SOURCE_INPUT_ARGS_LEGACY = [CMD, "--config", TEST_CONFIG_LEGACY_PATH]
 SOURCE_INPUT_ARGS_ACTUAL = [CMD, "--config", TEST_CONFIG_ACTUAL_PATH]
 
diff --git a/airbyte-integrations/connectors/source-slack/unit_tests/test_streams.py b/airbyte-integrations/connectors/source-slack/unit_tests/test_streams.py
index b6dc2c1f1288..a71ea705d62c 100644
--- a/airbyte-integrations/connectors/source-slack/unit_tests/test_streams.py
+++ b/airbyte-integrations/connectors/source-slack/unit_tests/test_streams.py
@@ -27,7 +27,7 @@ def authenticator(token_config):
         (
             "2020-01-01T00:00:00Z",
             "2020-01-02T00:00:00Z",
-            [{"ts": 1577866844}, {"ts": 1577877406}],
+            [{"ts": 1577866844, "reply_count": 1}, {"ts": 1577877406, "reply_count": 1}],
             {},
             [
                 {
@@ -95,12 +95,12 @@ def test_get_updated_state(requests_mock, authenticator, token_config, current_s
     requests_mock.register_uri(
         "GET",
         "https://slack.com/api/conversations.history?limit=1000&channel=airbyte-for-beginners",
-        [{"json": {"messages": [{"ts": 1507866847}]}}, {"json": {"messages": []}}],
+        [{"json": {"messages": [{"ts": 1507866847, "reply_count": 1}]}}, {"json": {"messages": []}}],
     )
     requests_mock.register_uri(
         "GET",
         "https://slack.com/api/conversations.history?limit=1000&channel=good-reads",
-        [{"json": {"messages": [{"ts": 1507866847}]}}, {"json": {"messages": []}}],
+        [{"json": {"messages": [{"ts": 1507866847, "reply_count": 1}]}}, {"json": {"messages": []}}],
     )
     requests_mock.register_uri(
         "GET",
@@ -142,12 +142,12 @@ def test_threads_parse_response(requests_mock, authenticator, token_config):
     requests_mock.register_uri(
         "GET",
         "https://slack.com/api/conversations.history?limit=1000&channel=airbyte-for-beginners",
-        [{"json": {"messages": [{"ts": 1507866847}]}}, {"json": {"messages": []}}],
+        [{"json": {"messages": [{"ts": 1507866847, "reply_count": 1}]}}, {"json": {"messages": []}}],
     )
     requests_mock.register_uri(
         "GET",
         "https://slack.com/api/conversations.history?limit=1000&channel=good-reads",
-        [{"json": {"messages": [{"ts": 1507866847}]}}, {"json": {"messages": []}}],
+        [{"json": {"messages": [{"ts": 1507866847, "reply_count": 1}]}}, {"json": {"messages": []}}],
     )
 
     requests_mock.register_uri(
@@ -237,12 +237,12 @@ def test_backoff(requests_mock, token_config, authenticator, headers, expected_r
     requests_mock.register_uri(
         "GET",
         "https://slack.com/api/conversations.history?limit=1000&channel=airbyte-for-beginners",
-        [{"json": {"messages": [{"ts": 1507866847}]}}, {"json": {"messages": []}}],
+        [{"json": {"messages": [{"ts": 1507866847, "reply_count": 1}]}}, {"json": {"messages": []}}],
     )
     requests_mock.register_uri(
         "GET",
         "https://slack.com/api/conversations.history?limit=1000&channel=good-reads",
-        [{"json": {"messages": [{"ts": 1507866847}]}}, {"json": {"messages": []}}],
+        [{"json": {"messages": [{"ts": 1507866847, "reply_count": 1}]}}, {"json": {"messages": []}}],
     )
 
     catalog = ConfiguredAirbyteCatalogSerializer.load(
@@ -263,6 +263,181 @@ def test_backoff(requests_mock, token_config, authenticator, headers, expected_r
     assert len(output.records) == expected_result
 
 
+def test_threads_stream_skips_messages_without_replies_when_enabled(requests_mock, token_config):
+    """
+    Verify that when threads_ignore_no_replies=True, the threads stream only creates
+    partitions for parent messages with reply_count > 0.
+    Messages with reply_count=0 or missing reply_count should be filtered out.
+    """
+    token_config["channel_filter"] = []
+    token_config["threads_ignore_no_replies"] = True
+
+    # Channel 1: one message with replies, one with reply_count=0, one with reply_count=None
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.history?limit=1000&channel=airbyte-for-beginners",
+        [
+            {
+                "json": {
+                    "messages": [
+                        {"ts": 1577866844, "reply_count": 3},
+                        {"ts": 1577877406, "reply_count": 0},
+                        {"ts": 1577888888, "reply_count": None},
+                    ]
+                }
+            },
+            {"json": {"messages": []}},
+        ],
+    )
+    # Channel 2: one message with missing reply_count key entirely (should be filtered)
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.history?limit=1000&channel=good-reads",
+        [
+            {"json": {"messages": [{"ts": 1577866844}]}},
+            {"json": {"messages": []}},
+        ],
+    )
+
+    stream = get_stream_by_name("threads", token_config)
+    slices = list(map(lambda partition: partition.to_slice(), stream.generate_partitions()))
+
+    # Only the message with reply_count=3 should produce a partition
+    # reply_count=0, reply_count=None, and missing reply_count should all be filtered out
+    assert len(slices) == 1
+    assert slices[0]["float_ts"] == 1577866844
+    assert slices[0]["parent_slice"]["channel"] == "airbyte-for-beginners"
+
+
+def test_threads_stream_includes_all_messages_by_default(requests_mock, token_config):
+    """
+    Verify that when threads_ignore_no_replies is not set (default=False),
+    all messages are passed through as partitions, preserving current behavior.
+    This includes messages with reply_count=None (null from API).
+    """
+    token_config["channel_filter"] = []
+    # Do NOT set threads_ignore_no_replies — should default to False
+
+    # Channel 1: messages with various reply_count values including None
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.history?limit=1000&channel=airbyte-for-beginners",
+        [
+            {
+                "json": {
+                    "messages": [
+                        {"ts": 1577866844, "reply_count": 3},
+                        {"ts": 1577877406, "reply_count": 0},
+                        {"ts": 1577888888, "reply_count": None},
+                    ]
+                }
+            },
+            {"json": {"messages": []}},
+        ],
+    )
+    # Channel 2: one message with missing reply_count key
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.history?limit=1000&channel=good-reads",
+        [
+            {"json": {"messages": [{"ts": 1577866844}]}},
+            {"json": {"messages": []}},
+        ],
+    )
+
+    stream = get_stream_by_name("threads", token_config)
+    slices = list(map(lambda partition: partition.to_slice(), stream.generate_partitions()))
+
+    # All 4 messages should produce partitions (no filtering when disabled)
+    assert len(slices) == 4
+
+
+def test_threads_stream_no_replies_api_calls_skipped_when_enabled(requests_mock, token_config):
+    """
+    End-to-end test: when threads_ignore_no_replies=True, verify that conversations.replies
+    is only called for messages with reply_count > 0 (not for reply_count=0, None, or absent).
+    Uses requests_mock.request_history to confirm API call reduction.
+    """
+    token_config["channel_filter"] = []
+    token_config["threads_ignore_no_replies"] = True
+
+    # Channel 1: one message with replies (reply_count=3), one without (reply_count=0)
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.history?limit=1000&channel=airbyte-for-beginners",
+        [
+            {
+                "json": {
+                    "messages": [
+                        {"ts": "1577866844.000000", "reply_count": 3},
+                        {"ts": "1577877406.000000", "reply_count": 0},
+                    ]
+                }
+            },
+            {"json": {"messages": []}},
+        ],
+    )
+    # Channel 2: one message with reply_count=None (should be filtered)
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.history?limit=1000&channel=good-reads",
+        [
+            {"json": {"messages": [{"ts": "1577866844.000000", "reply_count": None}]}},
+            {"json": {"messages": []}},
+        ],
+    )
+    # Only the message with reply_count=3 should trigger a conversations.replies call
+    requests_mock.register_uri(
+        "GET",
+        "https://slack.com/api/conversations.replies?channel=airbyte-for-beginners&limit=1000&ts=1577866844.000000",
+        json={
+            "messages": [
+                {
+                    "type": "message",
+                    "ts": "1577866844.000000",
+                    "thread_ts": "1577866844.000000",
+                    "reply_count": 3,
+                    "text": "parent",
+                },
+                {
+                    "type": "message",
+                    "ts": "1577866845.000000",
+                    "thread_ts": "1577866844.000000",
+                    "text": "reply",
+                },
+            ]
+        },
+    )
+
+    catalog = ConfiguredAirbyteCatalogSerializer.load(
+        {
+            "streams": [
+                {
+                    "stream": {
+                        "name": "threads",
+                        "json_schema": {},
+                        "supported_sync_modes": ["full_refresh", "incremental"],
+                    },
+                    "sync_mode": "incremental",
+                    "destination_sync_mode": "append",
+                }
+            ]
+        }
+    )
+    state = StateBuilder().with_stream_state("threads", {}).build()
+    source_slack = get_source(token_config, "threads", state)
+    output = read(source_slack, config=token_config, catalog=catalog, state=state)
+
+    # Verify records were returned from the one valid thread
+    assert len(output.records) == 2
+
+    # Verify conversations.replies was called exactly once (only for reply_count=3 message)
+    replies_calls = [req for req in requests_mock.request_history if "conversations.replies" in req.url]
+    assert len(replies_calls) == 1
+    assert "channel=airbyte-for-beginners" in replies_calls[0].url
+    assert "ts=1577866844.000000" in replies_calls[0].url
+
+
 def test_channels_stream_with_autojoin(token_config, requests_mock) -> None:
     """
     The test uses the `conversations_list` fixture(autouse=true) as API mocker.
diff --git a/airbyte-integrations/connectors/source-smartengage/metadata.yaml b/airbyte-integrations/connectors/source-smartengage/metadata.yaml
index 9863f45fbb60..f81b33a092b8 100644
--- a/airbyte-integrations/connectors/source-smartengage/metadata.yaml
+++ b/airbyte-integrations/connectors/source-smartengage/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 100
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 21cc4a17-a011-4485-8a3e-e2341a91ab9f
-  dockerImageTag: 0.2.34
+  dockerImageTag: 0.2.35
   dockerRepository: airbyte/source-smartengage
   documentationUrl: https://docs.airbyte.com/integrations/sources/smartengage
   githubIssueLabel: source-smartengage
diff --git a/airbyte-integrations/connectors/source-smartreach/metadata.yaml b/airbyte-integrations/connectors/source-smartreach/metadata.yaml
index ab7f3714b831..e0cea9b90785 100644
--- a/airbyte-integrations/connectors/source-smartreach/metadata.yaml
+++ b/airbyte-integrations/connectors/source-smartreach/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-smartreach
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 896dc0b3-9b46-4ff4-8ba6-cfd7460a3895
-  dockerImageTag: 0.0.42
+  dockerImageTag: 0.0.43
   dockerRepository: airbyte/source-smartreach
   githubIssueLabel: source-smartreach
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-solarwinds-service-desk/metadata.yaml b/airbyte-integrations/connectors/source-solarwinds-service-desk/metadata.yaml
index 84062139be6a..37e112fb0a65 100644
--- a/airbyte-integrations/connectors/source-solarwinds-service-desk/metadata.yaml
+++ b/airbyte-integrations/connectors/source-solarwinds-service-desk/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-solarwinds-service-desk
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7fc8e411-25e6-4c8a-aab0-0b662a833c8c
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-solarwinds-service-desk
   githubIssueLabel: source-solarwinds-service-desk
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-sparkpost/metadata.yaml b/airbyte-integrations/connectors/source-sparkpost/metadata.yaml
index 031cfd0dda41..6f9c6d11aefe 100644
--- a/airbyte-integrations/connectors/source-sparkpost/metadata.yaml
+++ b/airbyte-integrations/connectors/source-sparkpost/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-sparkpost
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 5f3256c6-4247-4b6d-a8e4-1df61dc9322c
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-sparkpost
   githubIssueLabel: source-sparkpost
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-spotify-ads/metadata.yaml b/airbyte-integrations/connectors/source-spotify-ads/metadata.yaml
index e6eadf68a576..dca541e38af7 100644
--- a/airbyte-integrations/connectors/source-spotify-ads/metadata.yaml
+++ b/airbyte-integrations/connectors/source-spotify-ads/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-spotify-ads
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f25bd959-d48b-4ca5-88d2-79c52a263185
-  dockerImageTag: 0.0.26
+  dockerImageTag: 0.0.27
   dockerRepository: airbyte/source-spotify-ads
   githubIssueLabel: source-spotify-ads
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-statsig/metadata.yaml b/airbyte-integrations/connectors/source-statsig/metadata.yaml
index 09cfa2e0bc28..cd4c3eaae480 100644
--- a/airbyte-integrations/connectors/source-statsig/metadata.yaml
+++ b/airbyte-integrations/connectors/source-statsig/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-statsig
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c8f77358-755a-4778-a1fc-c23c3cee7d83
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-statsig
   githubIssueLabel: source-statsig
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-stigg/metadata.yaml b/airbyte-integrations/connectors/source-stigg/metadata.yaml
index f15d7c82e489..928bf80f9a05 100644
--- a/airbyte-integrations/connectors/source-stigg/metadata.yaml
+++ b/airbyte-integrations/connectors/source-stigg/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-stigg
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c3c0a577-29d7-4e31-8191-f2a346051c82
-  dockerImageTag: 0.0.6
+  dockerImageTag: 0.0.7
   dockerRepository: airbyte/source-stigg
   githubIssueLabel: source-stigg
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-stockdata/metadata.yaml b/airbyte-integrations/connectors/source-stockdata/metadata.yaml
index bed83c5ac923..e34091e59461 100644
--- a/airbyte-integrations/connectors/source-stockdata/metadata.yaml
+++ b/airbyte-integrations/connectors/source-stockdata/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-stockdata
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ca58f75d-3929-4fd3-a5b0-4dd92d275c8d
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-stockdata
   githubIssueLabel: source-stockdata
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-strava/metadata.yaml b/airbyte-integrations/connectors/source-strava/metadata.yaml
index f29b87adc2b5..6848a534040b 100644
--- a/airbyte-integrations/connectors/source-strava/metadata.yaml
+++ b/airbyte-integrations/connectors/source-strava/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - strava.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7a4327c4-315a-11ec-8d3d-0242ac130003
-  dockerImageTag: 0.3.44
+  dockerImageTag: 0.3.45
   dockerRepository: airbyte/source-strava
   documentationUrl: https://docs.airbyte.com/integrations/sources/strava
   githubIssueLabel: source-strava
diff --git a/airbyte-integrations/connectors/source-stripe/CLAUDE.md b/airbyte-integrations/connectors/source-stripe/CLAUDE.md
deleted file mode 100644
index f2aad9fdaa5d..000000000000
--- a/airbyte-integrations/connectors/source-stripe/CLAUDE.md
+++ /dev/null
@@ -1,9 +0,0 @@
-# source-stripe
-
-## Key Documentation
-- See `BEHAVIOR.md` for unique connector behaviors including:
-  1. Events-based incremental sync via StateDelegatingStream with 30-day retention fallback
-  2. Silent 403/400/404 error ignoring that can hide missing data
-  3. Inaccessible expandable fields in Events API — incremental syncs cannot reconstruct full object state
-  4. Populating sandbox data — only add records, do not modify/delete (breaks CATs)
-  5. API version-dependent data discrepancies — event payloads reflect the version the object was created with
diff --git a/airbyte-integrations/connectors/source-stripe/BEHAVIOR.md b/airbyte-integrations/connectors/source-stripe/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-stripe/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-stripe/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-stripe/metadata.yaml b/airbyte-integrations/connectors/source-stripe/metadata.yaml
index bcab470cf44a..1cd845e04231 100644
--- a/airbyte-integrations/connectors/source-stripe/metadata.yaml
+++ b/airbyte-integrations/connectors/source-stripe/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - api.stripe.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: e094cb9a-26de-4645-8761-65c0c425d1de
-  dockerImageTag: 5.15.22
+  dockerImageTag: 5.15.23
   dockerRepository: airbyte/source-stripe
   documentationUrl: https://docs.airbyte.com/integrations/sources/stripe
   erdUrl: https://dbdocs.io/airbyteio/source-stripe?view=relationships
diff --git a/airbyte-integrations/connectors/source-taboola/metadata.yaml b/airbyte-integrations/connectors/source-taboola/metadata.yaml
index f5029937485c..f49b3368482a 100644
--- a/airbyte-integrations/connectors/source-taboola/metadata.yaml
+++ b/airbyte-integrations/connectors/source-taboola/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-taboola
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 40bb20de-e03c-4aa2-80bc-72234598380f
-  dockerImageTag: 0.0.44
+  dockerImageTag: 0.0.45
   dockerRepository: airbyte/source-taboola
   githubIssueLabel: source-taboola
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-tavus/metadata.yaml b/airbyte-integrations/connectors/source-tavus/metadata.yaml
index 121521e0fef4..b6d237acc67d 100644
--- a/airbyte-integrations/connectors/source-tavus/metadata.yaml
+++ b/airbyte-integrations/connectors/source-tavus/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-tavus
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f2889d35-753f-4106-bce5-8a865bc339a6
-  dockerImageTag: 0.0.30
+  dockerImageTag: 0.0.31
   dockerRepository: airbyte/source-tavus
   githubIssueLabel: source-tavus
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-tempo/metadata.yaml b/airbyte-integrations/connectors/source-tempo/metadata.yaml
index c5a2dc2377ef..da1a9f964765 100644
--- a/airbyte-integrations/connectors/source-tempo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-tempo/metadata.yaml
@@ -8,7 +8,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: d1aa448b-7c54-498e-ad95-263cbebcd2db
-  dockerImageTag: 0.4.45
+  dockerImageTag: 0.4.46
   dockerRepository: airbyte/source-tempo
   documentationUrl: https://docs.airbyte.com/integrations/sources/tempo
   githubIssueLabel: source-tempo
@@ -50,7 +50,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: Tempo Timesheets API
       url: https://apidocs.tempo.io/
diff --git a/airbyte-integrations/connectors/source-testrail/metadata.yaml b/airbyte-integrations/connectors/source-testrail/metadata.yaml
index 2cc5e762580b..aaa1c73dab74 100644
--- a/airbyte-integrations/connectors/source-testrail/metadata.yaml
+++ b/airbyte-integrations/connectors/source-testrail/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-testrail
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ab49ae02-a22d-4c9a-b0be-f260e61a4011
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-testrail
   githubIssueLabel: source-testrail
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-thinkific-courses/metadata.yaml b/airbyte-integrations/connectors/source-thinkific-courses/metadata.yaml
index 3d93faf5279d..c11d37f9a7b6 100644
--- a/airbyte-integrations/connectors/source-thinkific-courses/metadata.yaml
+++ b/airbyte-integrations/connectors/source-thinkific-courses/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-thinkific-courses
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: f3ef5282-1829-4e1d-a12e-2a637c393884
-  dockerImageTag: 0.0.36
+  dockerImageTag: 0.0.37
   dockerRepository: airbyte/source-thinkific-courses
   githubIssueLabel: source-thinkific-courses
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-tiktok-marketing/CLAUDE.md b/airbyte-integrations/connectors/source-tiktok-marketing/CLAUDE.md
deleted file mode 100644
index 95c0fc6d0b57..000000000000
--- a/airbyte-integrations/connectors/source-tiktok-marketing/CLAUDE.md
+++ /dev/null
@@ -1,14 +0,0 @@
-# source-tiktok-marketing
-
-TikTok Marketing API source connector built on the declarative framework with custom Python components
-for advertiser ID partitioning and metric transformation.
-
-## Key Behavior Documentation
-
-See [BEHAVIOR.md](BEHAVIOR.md) for the most important non-obvious gotchas in this connector, including:
-- Dynamic sandbox vs production endpoint selection based on auth type
-- Dual advertiser ID partition routers (single vs batched) for different stream types
-- Empty metric values returned as "-" strings that must be transformed to null
-- Rate limit detection via response body code (not HTTP 429)
-- Smart+ ads filtered out when missing modify_time values
-- Sandbox account rate limit (10 RPS) with credential lockout on overuse
diff --git a/airbyte-integrations/connectors/source-tiktok-marketing/BEHAVIOR.md b/airbyte-integrations/connectors/source-tiktok-marketing/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-tiktok-marketing/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-tiktok-marketing/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-tiktok-marketing/metadata.yaml b/airbyte-integrations/connectors/source-tiktok-marketing/metadata.yaml
index c22ec68a5969..f7068f013f49 100644
--- a/airbyte-integrations/connectors/source-tiktok-marketing/metadata.yaml
+++ b/airbyte-integrations/connectors/source-tiktok-marketing/metadata.yaml
@@ -7,11 +7,11 @@ data:
       - sandbox-ads.tiktok.com
       - business-api.tiktok.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.1@sha256:bd69f6b52bdd92ce06c30786d67546427b828ffb553363c8950b2816c552d6e0
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 4bfac00d-ce15-44ff-95b9-9e3c3e8fbd35
-  dockerImageTag: 5.0.4
+  dockerImageTag: 5.0.5
   dockerRepository: airbyte/source-tiktok-marketing
   documentationUrl: https://docs.airbyte.com/integrations/sources/tiktok-marketing
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-tremendous/metadata.yaml b/airbyte-integrations/connectors/source-tremendous/metadata.yaml
index 24ca6f90fb0b..8e9644a29579 100644
--- a/airbyte-integrations/connectors/source-tremendous/metadata.yaml
+++ b/airbyte-integrations/connectors/source-tremendous/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-tremendous
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6a91b109-0286-40a0-801b-ac86933a44d4
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-tremendous
   githubIssueLabel: source-tremendous
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-twelve-data/metadata.yaml b/airbyte-integrations/connectors/source-twelve-data/metadata.yaml
index fd0d04dd3553..86b54c5efa23 100644
--- a/airbyte-integrations/connectors/source-twelve-data/metadata.yaml
+++ b/airbyte-integrations/connectors/source-twelve-data/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-twelve-data
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 162f084d-3a9f-42c0-8785-81aa18abf339
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-twelve-data
   githubIssueLabel: source-twelve-data
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-typeform/CLAUDE.md b/airbyte-integrations/connectors/source-typeform/CLAUDE.md
deleted file mode 100644
index 4774f6e1dbbe..000000000000
--- a/airbyte-integrations/connectors/source-typeform/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-typeform
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Single-use rotating refresh tokens
diff --git a/airbyte-integrations/connectors/source-typeform/BEHAVIOR.md b/airbyte-integrations/connectors/source-typeform/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-typeform/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-typeform/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-typeform/metadata.yaml b/airbyte-integrations/connectors/source-typeform/metadata.yaml
index 3afb333a3d2c..5b19a6918868 100644
--- a/airbyte-integrations/connectors/source-typeform/metadata.yaml
+++ b/airbyte-integrations/connectors/source-typeform/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - api.typeform.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.10.1@sha256:bd69f6b52bdd92ce06c30786d67546427b828ffb553363c8950b2816c552d6e0
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.15.0@sha256:eecde84a1c8efced5b35f04900ed983eb306028d262cdb0673f26526aaabd7fc
   connectorSubtype: api
   connectorType: source
   definitionId: e7eff203-90bf-43e5-a240-19ea3056c474
-  dockerImageTag: 1.4.6
+  dockerImageTag: 1.4.7
   dockerRepository: airbyte/source-typeform
   documentationUrl: https://docs.airbyte.com/integrations/sources/typeform
   externalDocumentationUrls:
@@ -34,14 +34,11 @@ data:
   releaseDate: 2021-07-10
   releaseStage: generally_available
   releases:
+    rolloutConfiguration:
+      enableProgressiveRollout: false
     breakingChanges:
       1.1.0:
-        message:
-          This version migrates the Typeform connector to the low-code framework
-          for greater maintainability. This introduces a breaking change to the state
-          format for the `responses` stream. If you are using the incremental sync
-          mode for this stream, you will need to reset affected connections after
-          upgrading to prevent sync failures.
+        message: This version migrates the Typeform connector to the low-code framework for greater maintainability. This introduces a breaking change to the state format for the `responses` stream. If you are using the incremental sync mode for this stream, you will need to reset affected connections after upgrading to prevent sync failures.
         upgradeDeadline: "2023-09-25"
   suggestedStreams:
     streams:
diff --git a/airbyte-integrations/connectors/source-ubidots/metadata.yaml b/airbyte-integrations/connectors/source-ubidots/metadata.yaml
index c966affe6919..7a6392387088 100644
--- a/airbyte-integrations/connectors/source-ubidots/metadata.yaml
+++ b/airbyte-integrations/connectors/source-ubidots/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-ubidots
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 8614fab8-aa3e-4dbe-8728-6d6c8a1d3514
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-ubidots
   githubIssueLabel: source-ubidots
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-uptick/metadata.yaml b/airbyte-integrations/connectors/source-uptick/metadata.yaml
index f3349da90671..d2a9b1ffe25b 100644
--- a/airbyte-integrations/connectors/source-uptick/metadata.yaml
+++ b/airbyte-integrations/connectors/source-uptick/metadata.yaml
@@ -13,7 +13,7 @@ data:
       enabled: false
       packageName: airbyte-source-uptick
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorTestSuitesOptions:
     - suite: unitTests
     - suite: integrationTests
@@ -33,7 +33,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 54c75c42-df4a-4f3e-a5f3-d50cf80f1649
-  dockerImageTag: 0.5.6
+  dockerImageTag: 0.5.7
   dockerRepository: airbyte/source-uptick
   githubIssueLabel: source-uptick
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-vantage/metadata.yaml b/airbyte-integrations/connectors/source-vantage/metadata.yaml
index 9efadf9560c9..4e068fe646c3 100644
--- a/airbyte-integrations/connectors/source-vantage/metadata.yaml
+++ b/airbyte-integrations/connectors/source-vantage/metadata.yaml
@@ -2,7 +2,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 28ce1fbd-1e15-453f-aa9f-da6c4d928e92
-  dockerImageTag: 0.2.45
+  dockerImageTag: 0.2.46
   dockerRepository: airbyte/source-vantage
   githubIssueLabel: source-vantage
   icon: vantage.svg
@@ -39,7 +39,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: Vantage API documentation
       url: https://docs.vantage.sh/
diff --git a/airbyte-integrations/connectors/source-veeqo/metadata.yaml b/airbyte-integrations/connectors/source-veeqo/metadata.yaml
index 2221a63ccfbe..f32402997577 100644
--- a/airbyte-integrations/connectors/source-veeqo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-veeqo/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-veeqo
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: ae647c65-da81-4ae5-958a-86490ce53a5e
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-veeqo
   githubIssueLabel: source-veeqo
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-vercel/metadata.yaml b/airbyte-integrations/connectors/source-vercel/metadata.yaml
index f20c27183f43..f80d72ffc2d8 100644
--- a/airbyte-integrations/connectors/source-vercel/metadata.yaml
+++ b/airbyte-integrations/connectors/source-vercel/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-vercel
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 7de74599-7bbe-4610-8635-00c76885e51d
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-vercel
   githubIssueLabel: source-vercel
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-visma-economic/metadata.yaml b/airbyte-integrations/connectors/source-visma-economic/metadata.yaml
index d20d5427a9b8..65bb5d63276b 100644
--- a/airbyte-integrations/connectors/source-visma-economic/metadata.yaml
+++ b/airbyte-integrations/connectors/source-visma-economic/metadata.yaml
@@ -3,11 +3,11 @@ data:
     hosts:
       - restapi.e-conomic.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 42495935-95de-4f5c-ae08-8fac00f6b308
-  dockerImageTag: 0.3.53
+  dockerImageTag: 0.3.54
   dockerRepository: airbyte/source-visma-economic
   documentationUrl: https://docs.airbyte.com/integrations/sources/visma-economic
   githubIssueLabel: source-visma-economic
diff --git a/airbyte-integrations/connectors/source-vwo/metadata.yaml b/airbyte-integrations/connectors/source-vwo/metadata.yaml
index c96687344f08..c529d2703805 100644
--- a/airbyte-integrations/connectors/source-vwo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-vwo/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-vwo
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c739daf4-71c9-4dde-b115-269bcd1b87d6
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-vwo
   githubIssueLabel: source-vwo
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-watchmode/metadata.yaml b/airbyte-integrations/connectors/source-watchmode/metadata.yaml
index 1e3f31045324..329ae2afa6ce 100644
--- a/airbyte-integrations/connectors/source-watchmode/metadata.yaml
+++ b/airbyte-integrations/connectors/source-watchmode/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-watchmode
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c10bae9d-398b-480a-a49b-5ae69cdc0759
-  dockerImageTag: 0.0.32
+  dockerImageTag: 0.0.33
   dockerRepository: airbyte/source-watchmode
   githubIssueLabel: source-watchmode
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-web-scrapper/metadata.yaml b/airbyte-integrations/connectors/source-web-scrapper/metadata.yaml
index 739d772da015..50e3f81ef7ae 100644
--- a/airbyte-integrations/connectors/source-web-scrapper/metadata.yaml
+++ b/airbyte-integrations/connectors/source-web-scrapper/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-web-scrapper
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2f87b960-0220-4b76-9ab3-fba67ca4c959
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-web-scrapper
   githubIssueLabel: source-web-scrapper
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-when-i-work/metadata.yaml b/airbyte-integrations/connectors/source-when-i-work/metadata.yaml
index 338c18d7f39d..e755b89c7943 100644
--- a/airbyte-integrations/connectors/source-when-i-work/metadata.yaml
+++ b/airbyte-integrations/connectors/source-when-i-work/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-when-i-work
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 81ee3b58-ae1e-4727-be23-30248fa27a0a
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-when-i-work
   githubIssueLabel: source-when-i-work
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-woocommerce/metadata.yaml b/airbyte-integrations/connectors/source-woocommerce/metadata.yaml
index f0802118f78c..c7c59b950e7d 100644
--- a/airbyte-integrations/connectors/source-woocommerce/metadata.yaml
+++ b/airbyte-integrations/connectors/source-woocommerce/metadata.yaml
@@ -8,7 +8,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 2a2552ca-9f78-4c1c-9eb7-4d0dc66d72df
-  dockerImageTag: 0.5.33
+  dockerImageTag: 0.5.34
   dockerRepository: airbyte/source-woocommerce
   documentationUrl: https://docs.airbyte.com/integrations/sources/woocommerce
   githubIssueLabel: source-woocommerce
@@ -49,7 +49,7 @@ data:
             type: GSM
             alias: airbyte-connector-testing-secret-store
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   externalDocumentationUrls:
     - title: WooCommerce REST API
       url: https://woocommerce.github.io/woocommerce-rest-api-docs/
diff --git a/airbyte-integrations/connectors/source-wordpress/metadata.yaml b/airbyte-integrations/connectors/source-wordpress/metadata.yaml
index 04494bbce16e..5f8b1e8c6507 100644
--- a/airbyte-integrations/connectors/source-wordpress/metadata.yaml
+++ b/airbyte-integrations/connectors/source-wordpress/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-wordpress
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c71d6f95-a912-432b-ad96-73ded4be7b9c
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-wordpress
   githubIssueLabel: source-wordpress
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-workflowmax/metadata.yaml b/airbyte-integrations/connectors/source-workflowmax/metadata.yaml
index 84fff6a2a8bd..ebbe09a0fdca 100644
--- a/airbyte-integrations/connectors/source-workflowmax/metadata.yaml
+++ b/airbyte-integrations/connectors/source-workflowmax/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-workflowmax
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: a3eb6410-f3c3-48ba-8b27-29a56de1e9db
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-workflowmax
   githubIssueLabel: source-workflowmax
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-wrike/metadata.yaml b/airbyte-integrations/connectors/source-wrike/metadata.yaml
index e8d41872eb2e..382b0a6fb63c 100644
--- a/airbyte-integrations/connectors/source-wrike/metadata.yaml
+++ b/airbyte-integrations/connectors/source-wrike/metadata.yaml
@@ -5,7 +5,7 @@ data:
       - app-eu*.wrike.com
       - www.wrike.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   remoteRegistries:
     pypi:
       enabled: false
@@ -18,7 +18,7 @@ data:
   connectorSubtype: api
   connectorType: source
   definitionId: 9c13f986-a13b-4988-b808-4705badf71c2
-  dockerImageTag: 0.3.51
+  dockerImageTag: 0.3.52
   dockerRepository: airbyte/source-wrike
   githubIssueLabel: source-wrike
   icon: wrike.svg
diff --git a/airbyte-integrations/connectors/source-wufoo/metadata.yaml b/airbyte-integrations/connectors/source-wufoo/metadata.yaml
index 6e0599a9ed38..decedb3c7133 100644
--- a/airbyte-integrations/connectors/source-wufoo/metadata.yaml
+++ b/airbyte-integrations/connectors/source-wufoo/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-wufoo
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 2e5fb207-5215-43ee-8b4f-88f6490e204e
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-wufoo
   githubIssueLabel: source-wufoo
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-you-need-a-budget-ynab/metadata.yaml b/airbyte-integrations/connectors/source-you-need-a-budget-ynab/metadata.yaml
index 2cd2fff48238..a122c34e3f75 100644
--- a/airbyte-integrations/connectors/source-you-need-a-budget-ynab/metadata.yaml
+++ b/airbyte-integrations/connectors/source-you-need-a-budget-ynab/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-you-need-a-budget-ynab
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: a60d9f16-e0bd-459f-9419-fd47f9788be1
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-you-need-a-budget-ynab
   githubIssueLabel: source-you-need-a-budget-ynab
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-younium/metadata.yaml b/airbyte-integrations/connectors/source-younium/metadata.yaml
index 11ab35dc7912..c5e579c0442a 100644
--- a/airbyte-integrations/connectors/source-younium/metadata.yaml
+++ b/airbyte-integrations/connectors/source-younium/metadata.yaml
@@ -12,11 +12,11 @@ data:
     # Please update to the latest version of the connector base image.
     # https://hub.docker.com/r/airbyte/python-connector-base
     # Please use the full address with sha256 hash to guarantee build reproducibility.
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9c74c2d7-531a-4ebf-b6d8-6181f805ecdc
-  dockerImageTag: 0.4.44
+  dockerImageTag: 0.4.45
   dockerRepository: airbyte/source-younium
   githubIssueLabel: source-younium
   icon: younium.svg
diff --git a/airbyte-integrations/connectors/source-zapsign/metadata.yaml b/airbyte-integrations/connectors/source-zapsign/metadata.yaml
index c788a6e5742b..e42b522b038f 100644
--- a/airbyte-integrations/connectors/source-zapsign/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zapsign/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zapsign
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 4a1d519c-4703-4450-87db-d95816ba4f68
-  dockerImageTag: 0.0.33
+  dockerImageTag: 0.0.34
   dockerRepository: airbyte/source-zapsign
   githubIssueLabel: source-zapsign
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zendesk-chat/metadata.yaml b/airbyte-integrations/connectors/source-zendesk-chat/metadata.yaml
index 066cbb1e3e4f..dd5f668e7786 100644
--- a/airbyte-integrations/connectors/source-zendesk-chat/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zendesk-chat/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - "*.zendesk.com"
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0.post13.dev23823332086@sha256:dc8f1d054d9b0ee5ed6afe1b6732151ddd4dfa58ee32ca39c608ee2dd50dadf5
   connectorSubtype: api
   connectorType: source
   definitionId: 40d24d0f-b8f9-4fe0-9e6c-b06c0f3f45e4
-  dockerImageTag: 1.3.7
+  dockerImageTag: 1.3.9
   dockerRepository: airbyte/source-zendesk-chat
   documentationUrl: https://docs.airbyte.com/integrations/sources/zendesk-chat
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-zendesk-sunshine/metadata.yaml b/airbyte-integrations/connectors/source-zendesk-sunshine/metadata.yaml
index c0508cda6801..fac010c143e4 100644
--- a/airbyte-integrations/connectors/source-zendesk-sunshine/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zendesk-sunshine/metadata.yaml
@@ -6,11 +6,11 @@ data:
     hosts:
       - ${subdomain}.zendesk.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 325e0640-e7b3-4e24-b823-3361008f603f
-  dockerImageTag: 0.4.4
+  dockerImageTag: 0.4.5
   dockerRepository: airbyte/source-zendesk-sunshine
   documentationUrl: https://docs.airbyte.com/integrations/sources/zendesk-sunshine
   githubIssueLabel: source-zendesk-sunshine
diff --git a/airbyte-integrations/connectors/source-zendesk-support/CLAUDE.md b/airbyte-integrations/connectors/source-zendesk-support/CLAUDE.md
deleted file mode 100644
index 678c9ddfbf23..000000000000
--- a/airbyte-integrations/connectors/source-zendesk-support/CLAUDE.md
+++ /dev/null
@@ -1,7 +0,0 @@
-# source-zendesk-support
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Tickets incremental export uses `generated_timestamp` not `updated_at` — API can return tickets with `updated_at` before the requested `start_time`
-2. StateDelegatingStream for ticket_metrics — stateless bulk path (no checkpointing, synthetic `_ab_updated_at` cursor) vs stateful per-ticket path (one API call per ticket)
-3. Enterprise-only streams disabled at manifest level (CDK lacks ConditionalStreams)
diff --git a/airbyte-integrations/connectors/source-zendesk-support/BEHAVIOR.md b/airbyte-integrations/connectors/source-zendesk-support/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-zendesk-support/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-zendesk-support/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-zendesk-talk/CLAUDE.md b/airbyte-integrations/connectors/source-zendesk-talk/CLAUDE.md
deleted file mode 100644
index 5aea8d81173a..000000000000
--- a/airbyte-integrations/connectors/source-zendesk-talk/CLAUDE.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# source-zendesk-talk
-
-## Unique Behaviors
-See [BEHAVIOR.md](./BEHAVIOR.md) for documented unique behaviors:
-1. Single-use rotating refresh tokens
diff --git a/airbyte-integrations/connectors/source-zendesk-talk/BEHAVIOR.md b/airbyte-integrations/connectors/source-zendesk-talk/CONTRIBUTING.md
similarity index 100%
rename from airbyte-integrations/connectors/source-zendesk-talk/BEHAVIOR.md
rename to airbyte-integrations/connectors/source-zendesk-talk/CONTRIBUTING.md
diff --git a/airbyte-integrations/connectors/source-zendesk-talk/metadata.yaml b/airbyte-integrations/connectors/source-zendesk-talk/metadata.yaml
index 86a70248a1f6..b75a2a390d48 100644
--- a/airbyte-integrations/connectors/source-zendesk-talk/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zendesk-talk/metadata.yaml
@@ -7,11 +7,11 @@ data:
       - ${subdomain}.zendesk.com
       - zendesk.com
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: c8630570-086d-4a40-99ae-ea5b18673071
-  dockerImageTag: 2.0.8
+  dockerImageTag: 2.0.9
   dockerRepository: airbyte/source-zendesk-talk
   documentationUrl: https://docs.airbyte.com/integrations/sources/zendesk-talk
   externalDocumentationUrls:
diff --git a/airbyte-integrations/connectors/source-zoho-analytics-metadata-api/metadata.yaml b/airbyte-integrations/connectors/source-zoho-analytics-metadata-api/metadata.yaml
index c63405504bf8..13fefa706a0e 100644
--- a/airbyte-integrations/connectors/source-zoho-analytics-metadata-api/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-analytics-metadata-api/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-analytics-metadata-api
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 63114ebf-1c0e-4e6e-bb93-28ae03332b14
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-zoho-analytics-metadata-api
   githubIssueLabel: source-zoho-analytics-metadata-api
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-bigin/metadata.yaml b/airbyte-integrations/connectors/source-zoho-bigin/metadata.yaml
index 4a6f40539a2c..04e743b9844c 100644
--- a/airbyte-integrations/connectors/source-zoho-bigin/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-bigin/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-bigin
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 30e47b8d-5132-4b24-a204-2493bda33c8d
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-zoho-bigin
   githubIssueLabel: source-zoho-bigin
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-billing/metadata.yaml b/airbyte-integrations/connectors/source-zoho-billing/metadata.yaml
index a010ca3b1de0..a0464bb540f1 100644
--- a/airbyte-integrations/connectors/source-zoho-billing/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-billing/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-billing
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: cd0c7d19-6189-4ed2-9c9f-663d1bea7789
-  dockerImageTag: 0.0.46
+  dockerImageTag: 0.0.47
   dockerRepository: airbyte/source-zoho-billing
   githubIssueLabel: source-zoho-billing
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-books/metadata.yaml b/airbyte-integrations/connectors/source-zoho-books/metadata.yaml
index 0c9e63386ed5..fb250c707405 100644
--- a/airbyte-integrations/connectors/source-zoho-books/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-books/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-books
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: b67f9de8-177d-4d48-9c5c-8a767d845885
-  dockerImageTag: 0.0.51
+  dockerImageTag: 0.0.52
   dockerRepository: airbyte/source-zoho-books
   githubIssueLabel: source-zoho-books
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-campaign/metadata.yaml b/airbyte-integrations/connectors/source-zoho-campaign/metadata.yaml
index 091378b78abd..1052cc7ec7f8 100644
--- a/airbyte-integrations/connectors/source-zoho-campaign/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-campaign/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-campaign
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 1d0d5605-604b-401a-8a69-92f841a95a90
-  dockerImageTag: 0.0.49
+  dockerImageTag: 0.0.50
   dockerRepository: airbyte/source-zoho-campaign
   githubIssueLabel: source-zoho-campaign
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-desk/metadata.yaml b/airbyte-integrations/connectors/source-zoho-desk/metadata.yaml
index 03df4aeb96b9..623217614071 100644
--- a/airbyte-integrations/connectors/source-zoho-desk/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-desk/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-desk
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 08164461-a3fd-49d5-8185-b83d51013585
-  dockerImageTag: 0.0.47
+  dockerImageTag: 0.0.48
   dockerRepository: airbyte/source-zoho-desk
   githubIssueLabel: source-zoho-desk
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-expense/metadata.yaml b/airbyte-integrations/connectors/source-zoho-expense/metadata.yaml
index 2374bc088141..605d28b4d2ef 100644
--- a/airbyte-integrations/connectors/source-zoho-expense/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-expense/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-expense
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 9acfeefc-dad6-4887-a928-6c15ce5737b6
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-zoho-expense
   githubIssueLabel: source-zoho-expense
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-inventory/metadata.yaml b/airbyte-integrations/connectors/source-zoho-inventory/metadata.yaml
index 886b037361e8..f5d1cb656576 100644
--- a/airbyte-integrations/connectors/source-zoho-inventory/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-inventory/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-inventory
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 757a3302-b2d5-4fb5-ae7f-b161fd619215
-  dockerImageTag: 0.0.50
+  dockerImageTag: 0.0.51
   dockerRepository: airbyte/source-zoho-inventory
   githubIssueLabel: source-zoho-inventory
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoho-invoice/metadata.yaml b/airbyte-integrations/connectors/source-zoho-invoice/metadata.yaml
index ece71233da57..4d82c54b439f 100644
--- a/airbyte-integrations/connectors/source-zoho-invoice/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoho-invoice/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zoho-invoice
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 6ee3d92d-b081-4024-9214-2987ae114c17
-  dockerImageTag: 0.0.45
+  dockerImageTag: 0.0.46
   dockerRepository: airbyte/source-zoho-invoice
   githubIssueLabel: source-zoho-invoice
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zonka-feedback/metadata.yaml b/airbyte-integrations/connectors/source-zonka-feedback/metadata.yaml
index e9fa044d8b56..f4243d1f42a3 100644
--- a/airbyte-integrations/connectors/source-zonka-feedback/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zonka-feedback/metadata.yaml
@@ -13,11 +13,11 @@ data:
       enabled: false
       packageName: airbyte-source-zonka-feedback
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: 353443ba-1330-409e-83b5-b0a2dfc88540
-  dockerImageTag: 0.0.48
+  dockerImageTag: 0.0.49
   dockerRepository: airbyte/source-zonka-feedback
   githubIssueLabel: source-zonka-feedback
   icon: icon.svg
diff --git a/airbyte-integrations/connectors/source-zoom/metadata.yaml b/airbyte-integrations/connectors/source-zoom/metadata.yaml
index bd5cc1e8f646..a2c25596560f 100644
--- a/airbyte-integrations/connectors/source-zoom/metadata.yaml
+++ b/airbyte-integrations/connectors/source-zoom/metadata.yaml
@@ -3,11 +3,11 @@ data:
     ql: 200
     sl: 100
   connectorBuildOptions:
-    baseImage: docker.io/airbyte/source-declarative-manifest:7.13.0@sha256:949b0f3efefbd66e6222f279f36b2fb1c796b06e0e712b1a80124b49769862c4
+    baseImage: docker.io/airbyte/source-declarative-manifest:7.14.0@sha256:5b95dd9e71defeece4a1efb27688b15e482f18c82c745498611846466b72403e
   connectorSubtype: api
   connectorType: source
   definitionId: cbfd9856-1322-44fb-bcf1-0b39b7a8e92e
-  dockerImageTag: 1.2.46
+  dockerImageTag: 1.2.47
   dockerRepository: airbyte/source-zoom
   documentationUrl: https://docs.airbyte.com/integrations/sources/zoom
   githubIssueLabel: source-zoom
diff --git a/buildSrc/src/main/groovy/airbyte-bulk-connector.gradle b/buildSrc/src/main/groovy/airbyte-bulk-connector.gradle
index 5a20dd17da97..9fce70c3deab 100644
--- a/buildSrc/src/main/groovy/airbyte-bulk-connector.gradle
+++ b/buildSrc/src/main/groovy/airbyte-bulk-connector.gradle
@@ -13,13 +13,11 @@ class AirbyteBulkConnectorExtension {
     String core // 'extract' or 'load'
     List<String> toolkits = []  // 'extract-jdbc', etc...
     boolean useLegacyTaskLoader = false // when true, adds legacy-task-loader toolkit and excludes core-load
-    private boolean isDestination
     private String cdk
     private Project project
 
     AirbyteBulkConnectorExtension(Project project) {
         this.project = project
-        isDestination = project.name.startsWith('destination-')
 
         this.cdk = project.findProperty("cdkVersion")
         if (cdk == null) {
@@ -130,19 +128,16 @@ class AirbyteBulkConnectorExtension {
     void addDependency(dep) {
         // Copy the field, so that we can access it from within the closure
         // (because the closure runs within a DefaultDependencyHandler scope)
-        final boolean isDestination = this.isDestination
         project.dependencies {
             implementation dep
             testFixturesImplementation dep
             testFixturesImplementation testFixtures(dep)
             testImplementation dep
             testImplementation testFixtures(dep)
-            if (isDestination) {
                 integrationTestImplementation dep
                 integrationTestImplementation testFixtures(dep)
                 integrationTestLegacyImplementation dep
                 integrationTestLegacyImplementation testFixtures(dep)
-            }
         }
     }
 }
@@ -162,7 +157,6 @@ class AirbyteBulkConnectorPlugin implements Plugin<Project> {
             ]
         }
 
-        if (project.name.startsWith('destination-')) {
             project.sourceSets {
                 // This is the source set where most of our integration tests should live.
                 integrationTest {
@@ -183,7 +177,6 @@ class AirbyteBulkConnectorPlugin implements Plugin<Project> {
                         srcDir 'src/test-integration-legacy/resources'
                     }
                 }
-            }
 
             // This task exists solely so that we can run the "modern" integration tests
             // in non-docker mode on our laptops.
@@ -210,8 +203,7 @@ class AirbyteBulkConnectorPlugin implements Plugin<Project> {
                 outputs.upToDateWhen { false }
             }
 
-            // For historical reasons (i.e. airbyte-ci), this task is called integrationTestJava.
-            // airbyte-ci only wants to run a task with exactly that name.
+            // For historical reasons, this task is called integrationTestJava.
             // There's intentionally no equivalent to run integrationTestNonDocker + integrationTestLegacy.
             // It's an actual Test task (rather than just depending on two sub-tasks integrationTestDocker + integrationTestLegacy)
             // so that gradle args (e.g. `--tests`) work as expected.
diff --git a/docs/ai-agents/connectors/airtable/README.md b/docs/ai-agents/connectors/airtable/README.md
index 779320f5e09a..506ad0be6a4b 100644
--- a/docs/ai-agents/connectors/airtable/README.md
+++ b/docs/ai-agents/connectors/airtable/README.md
@@ -109,7 +109,7 @@ See the official [Airtable API reference](https://airtable.com/developers/web/ap
 
 ## Version information
 
-- **Package version:** 0.1.49
+- **Package version:** 0.1.51
 - **Connector version:** 1.0.6
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/airtable/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/amazon-ads/README.md b/docs/ai-agents/connectors/amazon-ads/README.md
index 238e5fe584ba..f1c70fb2fb3a 100644
--- a/docs/ai-agents/connectors/amazon-ads/README.md
+++ b/docs/ai-agents/connectors/amazon-ads/README.md
@@ -108,7 +108,7 @@ See the official [Amazon-Ads API reference](https://advertising.amazon.com/API/d
 
 ## Version information
 
-- **Package version:** 0.1.68
+- **Package version:** 0.1.70
 - **Connector version:** 1.0.9
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/amazon-ads/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/amazon-seller-partner/README.md b/docs/ai-agents/connectors/amazon-seller-partner/README.md
index 3413b8fe66bc..2807e49f7918 100644
--- a/docs/ai-agents/connectors/amazon-seller-partner/README.md
+++ b/docs/ai-agents/connectors/amazon-seller-partner/README.md
@@ -113,7 +113,7 @@ See the official [Amazon-Seller-Partner API reference](https://developer-docs.am
 
 ## Version information
 
-- **Package version:** 0.1.7
+- **Package version:** 0.1.9
 - **Connector version:** 1.0.3
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/amazon-seller-partner/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/amplitude/README.md b/docs/ai-agents/connectors/amplitude/README.md
index 18fe96a027dc..4b8a00963585 100644
--- a/docs/ai-agents/connectors/amplitude/README.md
+++ b/docs/ai-agents/connectors/amplitude/README.md
@@ -107,7 +107,7 @@ See the official [Amplitude API reference](https://www.docs.developers.amplitude
 
 ## Version information
 
-- **Package version:** 0.1.9
+- **Package version:** 0.1.11
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/amplitude/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/asana/README.md b/docs/ai-agents/connectors/asana/README.md
index 69f6ee793c0f..db6c54454814 100644
--- a/docs/ai-agents/connectors/asana/README.md
+++ b/docs/ai-agents/connectors/asana/README.md
@@ -130,7 +130,7 @@ See the official [Asana API reference](https://developers.asana.com/reference/re
 
 ## Version information
 
-- **Package version:** 0.19.123
-- **Connector version:** 0.1.16
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.19.126
+- **Connector version:** 0.1.17
+- **Generated with Connector SDK commit SHA:** f993df3e0254c01e2344c976d0eb5a2ec4f16c5c
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/asana/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/ashby/README.md b/docs/ai-agents/connectors/ashby/README.md
index 0a22eb7f3c71..05c8491cd53f 100644
--- a/docs/ai-agents/connectors/ashby/README.md
+++ b/docs/ai-agents/connectors/ashby/README.md
@@ -119,7 +119,7 @@ See the official [Ashby API reference](https://developers.ashbyhq.com/reference)
 
 ## Version information
 
-- **Package version:** 0.1.20
+- **Package version:** 0.1.22
 - **Connector version:** 0.1.3
-- **Generated with Connector SDK commit SHA:** 6ad04bc3fb66fc474336c37d69c79fb843ea1609
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/ashby/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/chargebee/README.md b/docs/ai-agents/connectors/chargebee/README.md
index 8330783060f1..4c279e21528f 100644
--- a/docs/ai-agents/connectors/chargebee/README.md
+++ b/docs/ai-agents/connectors/chargebee/README.md
@@ -123,7 +123,7 @@ See the official [Chargebee API reference](https://apidocs.chargebee.com/docs/ap
 
 ## Version information
 
-- **Package version:** 0.1.6
+- **Package version:** 0.1.8
 - **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/chargebee/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/clickup-api/README.md b/docs/ai-agents/connectors/clickup-api/README.md
index 064fd9360868..f4a5d9c688d7 100644
--- a/docs/ai-agents/connectors/clickup-api/README.md
+++ b/docs/ai-agents/connectors/clickup-api/README.md
@@ -135,7 +135,7 @@ See the official [Clickup-Api API reference](https://developer.clickup.com/refer
 
 ## Version information
 
-- **Package version:** 0.1.6
-- **Connector version:** 0.1.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.9
+- **Connector version:** 0.1.3
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/clickup-api/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/confluence/README.md b/docs/ai-agents/connectors/confluence/README.md
index 1b732b37807e..5cd7f29ca73a 100644
--- a/docs/ai-agents/connectors/confluence/README.md
+++ b/docs/ai-agents/connectors/confluence/README.md
@@ -113,7 +113,7 @@ See the official [Confluence API reference](https://developer.atlassian.com/clou
 
 ## Version information
 
-- **Package version:** 0.1.5
+- **Package version:** 0.1.7
 - **Connector version:** 1.0.0
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/confluence/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/facebook-marketing/README.md b/docs/ai-agents/connectors/facebook-marketing/README.md
index 790c373def62..60b979059845 100644
--- a/docs/ai-agents/connectors/facebook-marketing/README.md
+++ b/docs/ai-agents/connectors/facebook-marketing/README.md
@@ -135,7 +135,7 @@ See the official [Facebook-Marketing API reference](https://developers.facebook.
 
 ## Version information
 
-- **Package version:** 0.1.59
-- **Connector version:** 1.0.21
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.62
+- **Connector version:** 1.0.22
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/facebook-marketing/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/freshdesk/README.md b/docs/ai-agents/connectors/freshdesk/README.md
index 05dea6455109..fca25deb9664 100644
--- a/docs/ai-agents/connectors/freshdesk/README.md
+++ b/docs/ai-agents/connectors/freshdesk/README.md
@@ -118,7 +118,7 @@ See the official [Freshdesk API reference](https://developers.freshdesk.com/api/
 
 ## Version information
 
-- **Package version:** 0.1.17
+- **Package version:** 0.1.19
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/freshdesk/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/github/README.md b/docs/ai-agents/connectors/github/README.md
index 435be1b147a0..53b457e15d54 100644
--- a/docs/ai-agents/connectors/github/README.md
+++ b/docs/ai-agents/connectors/github/README.md
@@ -134,7 +134,7 @@ See the official [Github API reference](https://docs.github.com/en/rest).
 
 ## Version information
 
-- **Package version:** 0.18.124
+- **Package version:** 0.18.126
 - **Connector version:** 0.1.17
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/github/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/gitlab/README.md b/docs/ai-agents/connectors/gitlab/README.md
index c73889e5da7b..5469a82375bf 100644
--- a/docs/ai-agents/connectors/gitlab/README.md
+++ b/docs/ai-agents/connectors/gitlab/README.md
@@ -120,7 +120,7 @@ See the official [Gitlab API reference](https://docs.gitlab.com/ee/api/rest/).
 
 ## Version information
 
-- **Package version:** 0.1.6
-- **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.9
+- **Connector version:** 1.0.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/gitlab/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/gmail/README.md b/docs/ai-agents/connectors/gmail/README.md
index 2509ca09655e..843f79f0e278 100644
--- a/docs/ai-agents/connectors/gmail/README.md
+++ b/docs/ai-agents/connectors/gmail/README.md
@@ -133,7 +133,7 @@ See the official [Gmail API reference](https://developers.google.com/gmail/api/r
 
 ## Version information
 
-- **Package version:** 0.1.21
+- **Package version:** 0.1.23
 - **Connector version:** 0.1.3
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/gmail/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/gong/README.md b/docs/ai-agents/connectors/gong/README.md
index 8518cff778cf..0b713147192f 100644
--- a/docs/ai-agents/connectors/gong/README.md
+++ b/docs/ai-agents/connectors/gong/README.md
@@ -127,7 +127,7 @@ See the official [Gong API reference](https://gong.app.gong.io/settings/api/docu
 
 ## Version information
 
-- **Package version:** 0.19.127
+- **Package version:** 0.19.129
 - **Connector version:** 0.1.20
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/gong/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/google-ads/README.md b/docs/ai-agents/connectors/google-ads/README.md
index cd23976ff9c1..d64282651c37 100644
--- a/docs/ai-agents/connectors/google-ads/README.md
+++ b/docs/ai-agents/connectors/google-ads/README.md
@@ -122,7 +122,7 @@ See the official [Google-Ads API reference](https://developers.google.com/google
 
 ## Version information
 
-- **Package version:** 0.1.17
+- **Package version:** 0.1.19
 - **Connector version:** 1.0.6
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/google-ads/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/google-analytics-data-api/README.md b/docs/ai-agents/connectors/google-analytics-data-api/README.md
index ce83bd4642b9..f0f0b6450a6d 100644
--- a/docs/ai-agents/connectors/google-analytics-data-api/README.md
+++ b/docs/ai-agents/connectors/google-analytics-data-api/README.md
@@ -122,7 +122,7 @@ See the official [Google-Analytics-Data-Api API reference](https://developers.go
 
 ## Version information
 
-- **Package version:** 0.1.12
-- **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.15
+- **Connector version:** 1.0.3
+- **Generated with Connector SDK commit SHA:** 07e3903513e36163d0cec8f1bc552df4bd6c022d
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/google-analytics-data-api/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/google-drive/README.md b/docs/ai-agents/connectors/google-drive/README.md
index 29792bad38e0..65f23bd495b2 100644
--- a/docs/ai-agents/connectors/google-drive/README.md
+++ b/docs/ai-agents/connectors/google-drive/README.md
@@ -129,7 +129,7 @@ See the official [Google-Drive API reference](https://developers.google.com/work
 
 ## Version information
 
-- **Package version:** 0.1.91
+- **Package version:** 0.1.93
 - **Connector version:** 0.2.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/google-drive/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/google-search-console/README.md b/docs/ai-agents/connectors/google-search-console/README.md
index d04fa9a9dabb..0018d5474d0e 100644
--- a/docs/ai-agents/connectors/google-search-console/README.md
+++ b/docs/ai-agents/connectors/google-search-console/README.md
@@ -117,7 +117,7 @@ See the official [Google-Search-Console API reference](https://developers.google
 
 ## Version information
 
-- **Package version:** 0.1.5
-- **Connector version:** 1.0.0
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.8
+- **Connector version:** 1.0.1
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/google-search-console/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/granola/README.md b/docs/ai-agents/connectors/granola/README.md
index dc31785753f1..7e2957aa87f3 100644
--- a/docs/ai-agents/connectors/granola/README.md
+++ b/docs/ai-agents/connectors/granola/README.md
@@ -106,7 +106,7 @@ See the official [Granola API reference](https://docs.granola.ai/introduction).
 
 ## Version information
 
-- **Package version:** 0.1.18
+- **Package version:** 0.1.20
 - **Connector version:** 1.0.3
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/granola/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/greenhouse/README.md b/docs/ai-agents/connectors/greenhouse/README.md
index 641719a07171..a2705082dc90 100644
--- a/docs/ai-agents/connectors/greenhouse/README.md
+++ b/docs/ai-agents/connectors/greenhouse/README.md
@@ -122,7 +122,7 @@ See the official [Greenhouse API reference](https://developers.greenhouse.io/har
 
 ## Version information
 
-- **Package version:** 0.17.115
+- **Package version:** 0.17.117
 - **Connector version:** 0.1.7
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/greenhouse/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/harvest/README.md b/docs/ai-agents/connectors/harvest/README.md
index c3df600422f2..f4bc51120b22 100644
--- a/docs/ai-agents/connectors/harvest/README.md
+++ b/docs/ai-agents/connectors/harvest/README.md
@@ -130,7 +130,7 @@ See the official [Harvest API reference](https://help.getharvest.com/api-v2/).
 
 ## Version information
 
-- **Package version:** 0.1.6
+- **Package version:** 0.1.8
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/harvest/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/hubspot/AUTH.md b/docs/ai-agents/connectors/hubspot/AUTH.md
index 9d4ead6348df..01ccd001274e 100644
--- a/docs/ai-agents/connectors/hubspot/AUTH.md
+++ b/docs/ai-agents/connectors/hubspot/AUTH.md
@@ -24,10 +24,10 @@ Example request:
 
 ```python
 from airbyte_agent_hubspot import HubspotConnector
-from airbyte_agent_hubspot.models import HubspotAuthConfig
+from airbyte_agent_hubspot.models import HubspotOauth2AuthConfig
 
 connector = HubspotConnector(
-    auth_config=HubspotAuthConfig(
+    auth_config=HubspotOauth2AuthConfig(
         client_id="<Your HubSpot OAuth2 Client ID>",
         client_secret="<Your HubSpot OAuth2 Client Secret>",
         refresh_token="<Your HubSpot OAuth2 Refresh Token>",
@@ -37,7 +37,25 @@ connector = HubspotConnector(
 ```
 
 #### Token
-This authentication method isn't available for this connector.
+
+`credentials` fields you need:
+
+| Field Name | Type | Required | Description |
+|------------|------|----------|-------------|
+| `private_app_token` | `str` | Yes | Access token from a HubSpot Private App |
+
+Example request:
+
+```python
+from airbyte_agent_hubspot import HubspotConnector
+from airbyte_agent_hubspot.models import HubspotPrivateAppAuthConfig
+
+connector = HubspotConnector(
+    auth_config=HubspotPrivateAppAuthConfig(
+        private_app_token="<Access token from a HubSpot Private App>"
+    )
+)
+```
 
 ### Hosted execution
 
@@ -174,7 +192,31 @@ https://yourapp.com/oauth/callback?connector_id=<connector_id>
 Extract the `connector_id` from the callback URL and store it for future operations. For error handling and a complete implementation example, see [Build your own OAuth flow](https://docs.airbyte.com/ai-agents/platform/authenticate/build-auth/build-your-own#part-3-handle-the-callback).
 
 #### Token
-This authentication method isn't available for this connector.
+Create a connector with Token credentials.
+
+
+`credentials` fields you need:
+
+| Field Name | Type | Required | Description |
+|------------|------|----------|-------------|
+| `private_app_token` | `str` | Yes | Access token from a HubSpot Private App |
+
+Example request:
+
+
+```bash
+curl -X POST "https://api.airbyte.ai/api/v1/integrations/connectors" \
+  -H "Authorization: Bearer <YOUR_BEARER_TOKEN>" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "customer_name": "<CUSTOMER_NAME>",
+    "connector_type": "Hubspot",
+    "name": "My Hubspot Connector",
+    "credentials": {
+      "private_app_token": "<Access token from a HubSpot Private App>"
+    }
+  }'
+```
 
 #### Execution
 
diff --git a/docs/ai-agents/connectors/hubspot/README.md b/docs/ai-agents/connectors/hubspot/README.md
index a351cea26357..ca6f3d0e05e2 100644
--- a/docs/ai-agents/connectors/hubspot/README.md
+++ b/docs/ai-agents/connectors/hubspot/README.md
@@ -49,14 +49,11 @@ In open source mode, you provide API credentials directly to the connector.
 
 ```python
 from airbyte_agent_hubspot import HubspotConnector
-from airbyte_agent_hubspot.models import HubspotAuthConfig
+from airbyte_agent_hubspot.models import HubspotPrivateAppAuthConfig
 
 connector = HubspotConnector(
-    auth_config=HubspotAuthConfig(
-        client_id="<Your HubSpot OAuth2 Client ID>",
-        client_secret="<Your HubSpot OAuth2 Client Secret>",
-        refresh_token="<Your HubSpot OAuth2 Refresh Token>",
-        access_token="<Your HubSpot OAuth2 Access Token (optional if refresh_token is provided)>"
+    auth_config=HubspotPrivateAppAuthConfig(
+        private_app_token="<Access token from a HubSpot Private App>"
     )
 )
 
@@ -117,7 +114,7 @@ See the official [Hubspot API reference](https://developers.hubspot.com/docs/api
 
 ## Version information
 
-- **Package version:** 0.15.122
-- **Connector version:** 0.1.14
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.15.126
+- **Connector version:** 0.1.16
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/hubspot/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/incident-io/README.md b/docs/ai-agents/connectors/incident-io/README.md
index 8d0908cc93fb..56e87ce8f6d8 100644
--- a/docs/ai-agents/connectors/incident-io/README.md
+++ b/docs/ai-agents/connectors/incident-io/README.md
@@ -124,7 +124,7 @@ See the official [Incident-Io API reference](https://api-docs.incident.io/).
 
 ## Version information
 
-- **Package version:** 0.1.10
+- **Package version:** 0.1.12
 - **Connector version:** 1.0.3
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/incident-io/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/intercom/README.md b/docs/ai-agents/connectors/intercom/README.md
index 5fb8fe9c2064..38582b8825b0 100644
--- a/docs/ai-agents/connectors/intercom/README.md
+++ b/docs/ai-agents/connectors/intercom/README.md
@@ -127,7 +127,7 @@ See the official [Intercom API reference](https://developers.intercom.com/docs/r
 
 ## Version information
 
-- **Package version:** 0.1.90
+- **Package version:** 0.1.92
 - **Connector version:** 0.1.9
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/intercom/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/jira/README.md b/docs/ai-agents/connectors/jira/README.md
index e96ef5df91a6..8ece46abf4d0 100644
--- a/docs/ai-agents/connectors/jira/README.md
+++ b/docs/ai-agents/connectors/jira/README.md
@@ -121,7 +121,7 @@ See the official [Jira API reference](https://developer.atlassian.com/cloud/jira
 
 ## Version information
 
-- **Package version:** 0.1.111
+- **Package version:** 0.1.113
 - **Connector version:** 1.1.7
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/jira/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/klaviyo/README.md b/docs/ai-agents/connectors/klaviyo/README.md
index c68a1b863a37..7f84362df888 100644
--- a/docs/ai-agents/connectors/klaviyo/README.md
+++ b/docs/ai-agents/connectors/klaviyo/README.md
@@ -119,7 +119,7 @@ See the official [Klaviyo API reference](https://developers.klaviyo.com/en/refer
 
 ## Version information
 
-- **Package version:** 0.1.46
+- **Package version:** 0.1.48
 - **Connector version:** 1.0.3
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/klaviyo/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/linear/README.md b/docs/ai-agents/connectors/linear/README.md
index 1bb8d798219e..612cc6dd0a07 100644
--- a/docs/ai-agents/connectors/linear/README.md
+++ b/docs/ai-agents/connectors/linear/README.md
@@ -24,6 +24,9 @@ The Linear connector is optimized to handle prompts like these.
 - Assign a recent issue to a teammate
 - Unassign the current assignee from a recent issue
 - Reassign a recent issue from one teammate to another
+- Create a new issue in the 'Backend Improvements' project
+- Add a recent issue to a specific project
+- Move an issue to a different project
 - Analyze the workload distribution across my development team
 - What are the top priority issues in our current sprint?
 - Identify the most active projects in our organization right now
@@ -121,7 +124,7 @@ See the official [Linear API reference](https://linear.app/developers/graphql).
 
 ## Version information
 
-- **Package version:** 0.19.117
-- **Connector version:** 0.1.11
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.19.122
+- **Connector version:** 0.1.14
+- **Generated with Connector SDK commit SHA:** 4a9d86940cf9c8e65c0668776b4d8f4e129753ec
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/linear/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/linear/REFERENCE.md b/docs/ai-agents/connectors/linear/REFERENCE.md
index 4ffa7bac0e3a..4bfb843e4240 100644
--- a/docs/ai-agents/connectors/linear/REFERENCE.md
+++ b/docs/ai-agents/connectors/linear/REFERENCE.md
@@ -60,6 +60,8 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `state` | `object \| any` |  |
 | `priority` | `number \| any` |  |
 | `assignee` | `object \| any` |  |
+| `team` | `object \| any` |  |
+| `project` | `object \| any` |  |
 | `createdAt` | `string` |  |
 | `updatedAt` | `string` |  |
 
@@ -115,7 +117,16 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `title` | `string` |  |
+| `description` | `string \| any` |  |
+| `state` | `object \| any` |  |
+| `priority` | `number \| any` |  |
+| `assignee` | `object \| any` |  |
+| `team` | `object \| any` |  |
+| `project` | `object \| any` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
 
 
 </details>
@@ -132,7 +143,8 @@ await linear.issues.create(
     title="<str>",
     description="<str>",
     state_id="<str>",
-    priority=0
+    priority=0,
+    project_id="<str>"
 )
 ```
 
@@ -150,7 +162,8 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
         "title": "<str>",
         "description": "<str>",
         "stateId": "<str>",
-        "priority": 0
+        "priority": 0,
+        "projectId": "<str>"
     }
 }'
 ```
@@ -165,6 +178,7 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `description` | `string` | No | The description of the issue (supports markdown) |
 | `stateId` | `string` | No | The ID of the workflow state for the issue |
 | `priority` | `integer` | No | The priority of the issue (0=No priority, 1=Urgent, 2=High, 3=Medium, 4=Low) |
+| `projectId` | `string` | No | The ID of the project to add the issue to. Get project IDs from the projects list. |
 
 
 <details>
@@ -174,7 +188,17 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `success` | `boolean` |  |
+| `issue` | `object` |  |
+| `issue.id` | `string` |  |
+| `issue.title` | `string` |  |
+| `issue.description` | `string \| any` |  |
+| `issue.state` | `object \| any` |  |
+| `issue.priority` | `number \| any` |  |
+| `issue.assignee` | `object \| any` |  |
+| `issue.project` | `object \| any` |  |
+| `issue.createdAt` | `string` |  |
+| `issue.updatedAt` | `string` |  |
 
 
 </details>
@@ -195,7 +219,8 @@ await linear.issues.update(
     description="<str>",
     state_id="<str>",
     priority=0,
-    assignee_id="<str>"
+    assignee_id="<str>",
+    project_id="<str>"
 )
 ```
 
@@ -214,7 +239,8 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
         "description": "<str>",
         "stateId": "<str>",
         "priority": 0,
-        "assigneeId": "<str>"
+        "assigneeId": "<str>",
+        "projectId": "<str>"
     }
 }'
 ```
@@ -230,6 +256,7 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `stateId` | `string` | No | The ID of the new workflow state for the issue |
 | `priority` | `integer` | No | The new priority of the issue (0=No priority, 1=Urgent, 2=High, 3=Medium, 4=Low) |
 | `assigneeId` | `string` | No | The ID of the user to assign to this issue. Get user IDs from the users list. |
+| `projectId` | `string` | No | The ID of the project to add this issue to. Get project IDs from the projects list. |
 
 
 <details>
@@ -239,7 +266,17 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `success` | `boolean` |  |
+| `issue` | `object` |  |
+| `issue.id` | `string` |  |
+| `issue.title` | `string` |  |
+| `issue.description` | `string \| any` |  |
+| `issue.state` | `object \| any` |  |
+| `issue.priority` | `number \| any` |  |
+| `issue.assignee` | `object \| any` |  |
+| `issue.project` | `object \| any` |  |
+| `issue.createdAt` | `string` |  |
+| `issue.updatedAt` | `string` |  |
 
 
 </details>
@@ -508,7 +545,15 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `name` | `string` |  |
+| `description` | `string \| any` |  |
+| `state` | `string \| any` |  |
+| `startDate` | `string \| any` |  |
+| `targetDate` | `string \| any` |  |
+| `lead` | `object \| any` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
 
 
 </details>
@@ -749,7 +794,13 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `name` | `string` |  |
+| `key` | `string` |  |
+| `description` | `string \| any` |  |
+| `timezone` | `string \| any` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
 
 
 </details>
@@ -930,8 +981,22 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `name` | `string` |  |
+| `email` | `string` |  |
+| `displayName` | `string \| any` |  |
+| `active` | `boolean` |  |
+| `admin` | `boolean` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
+
 
+#### Meta
+
+| Field Name | Type | Description |
+|------------|------|-------------|
+| `hasNextPage` | `boolean` |  |
+| `endCursor` | `string \| null` |  |
 
 </details>
 
@@ -977,7 +1042,14 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `name` | `string` |  |
+| `email` | `string` |  |
+| `displayName` | `string \| any` |  |
+| `active` | `boolean` |  |
+| `admin` | `boolean` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
 
 
 </details>
@@ -1124,8 +1196,20 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `body` | `string` |  |
+| `user` | `object \| any` |  |
+| `issue` | `object \| any` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
+
+
+#### Meta
 
+| Field Name | Type | Description |
+|------------|------|-------------|
+| `hasNextPage` | `boolean` |  |
+| `endCursor` | `string \| null` |  |
 
 </details>
 
@@ -1171,7 +1255,12 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `id` | `string` |  |
+| `body` | `string` |  |
+| `user` | `object \| any` |  |
+| `issue` | `object \| any` |  |
+| `createdAt` | `string` |  |
+| `updatedAt` | `string` |  |
 
 
 </details>
@@ -1221,7 +1310,14 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `success` | `boolean` |  |
+| `comment` | `object` |  |
+| `comment.id` | `string` |  |
+| `comment.body` | `string` |  |
+| `comment.user` | `object \| any` |  |
+| `comment.issue` | `object \| any` |  |
+| `comment.createdAt` | `string` |  |
+| `comment.updatedAt` | `string` |  |
 
 
 </details>
@@ -1271,7 +1367,14 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 | Field Name | Type | Description |
 |------------|------|-------------|
-| `data` | `object` |  |
+| `success` | `boolean` |  |
+| `comment` | `object` |  |
+| `comment.id` | `string` |  |
+| `comment.body` | `string` |  |
+| `comment.user` | `object \| any` |  |
+| `comment.issue` | `object \| any` |  |
+| `comment.createdAt` | `string` |  |
+| `comment.updatedAt` | `string` |  |
 
 
 </details>
diff --git a/docs/ai-agents/connectors/linkedin-ads/README.md b/docs/ai-agents/connectors/linkedin-ads/README.md
index 532aaf05aa74..18e167e1bb09 100644
--- a/docs/ai-agents/connectors/linkedin-ads/README.md
+++ b/docs/ai-agents/connectors/linkedin-ads/README.md
@@ -115,7 +115,7 @@ See the official [Linkedin-Ads API reference](https://learn.microsoft.com/en-us/
 
 ## Version information
 
-- **Package version:** 0.1.6
-- **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.9
+- **Connector version:** 1.0.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/linkedin-ads/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/mailchimp/README.md b/docs/ai-agents/connectors/mailchimp/README.md
index 21f620d73640..c6e9df2f4532 100644
--- a/docs/ai-agents/connectors/mailchimp/README.md
+++ b/docs/ai-agents/connectors/mailchimp/README.md
@@ -123,7 +123,7 @@ See the official [Mailchimp API reference](https://mailchimp.com/developer/marke
 
 ## Version information
 
-- **Package version:** 0.1.75
-- **Connector version:** 1.0.8
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.78
+- **Connector version:** 1.0.9
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/mailchimp/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/monday/README.md b/docs/ai-agents/connectors/monday/README.md
index 6c8ec941981e..6a41ba5fff00 100644
--- a/docs/ai-agents/connectors/monday/README.md
+++ b/docs/ai-agents/connectors/monday/README.md
@@ -114,7 +114,7 @@ See the official [Monday API reference](https://developer.monday.com/api-referen
 
 ## Version information
 
-- **Package version:** 0.1.13
+- **Package version:** 0.1.15
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/monday/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/notion/AUTH.md b/docs/ai-agents/connectors/notion/AUTH.md
index 0d63e075ae83..0380ccc87c23 100644
--- a/docs/ai-agents/connectors/notion/AUTH.md
+++ b/docs/ai-agents/connectors/notion/AUTH.md
@@ -9,7 +9,30 @@ This page documents the authentication and configuration options for the Notion
 In open source mode, you provide API credentials directly to the connector.
 
 #### OAuth
-This authentication method isn't available for this connector.
+
+`credentials` fields you need:
+
+
+| Field Name | Type | Required | Description |
+|------------|------|----------|-------------|
+| `client_id` | `str` | Yes | Your Notion OAuth integration's client ID |
+| `client_secret` | `str` | Yes | Your Notion OAuth integration's client secret |
+| `access_token` | `str` | Yes | OAuth access token obtained through the Notion authorization flow |
+
+Example request:
+
+```python
+from airbyte_agent_notion import NotionConnector
+from airbyte_agent_notion.models import NotionOauth20AuthConfig
+
+connector = NotionConnector(
+    auth_config=NotionOauth20AuthConfig(
+        client_id="<Your Notion OAuth integration's client ID>",
+        client_secret="<Your Notion OAuth integration's client secret>",
+        access_token="<OAuth access token obtained through the Notion authorization flow>"
+    )
+)
+```
 
 #### Token
 
@@ -23,10 +46,10 @@ Example request:
 
 ```python
 from airbyte_agent_notion import NotionConnector
-from airbyte_agent_notion.models import NotionAuthConfig
+from airbyte_agent_notion.models import NotionAccessTokenAuthConfig
 
 connector = NotionConnector(
-    auth_config=NotionAuthConfig(
+    auth_config=NotionAccessTokenAuthConfig(
         token="<Notion internal integration token (starts with ntn_ or secret_)>"
     )
 )
@@ -37,10 +60,132 @@ connector = NotionConnector(
 In hosted mode, you first create a connector via the Airbyte API (providing your OAuth or Token credentials), then execute operations using either the Python SDK or API. If you need a step-by-step guide, see the [hosted execution tutorial](https://docs.airbyte.com/ai-agents/quickstarts/tutorial-hosted).
 
 #### OAuth
-This authentication method isn't available for this connector.
+Create a connector with OAuth credentials.
+
+`credentials` fields you need:
+
+
+| Field Name | Type | Required | Description |
+|------------|------|----------|-------------|
+| `client_id` | `str` | Yes | Your Notion OAuth integration's client ID |
+| `client_secret` | `str` | Yes | Your Notion OAuth integration's client secret |
+| `access_token` | `str` | Yes | OAuth access token obtained through the Notion authorization flow |
+
+Example request:
+
+```bash
+curl -X POST "https://api.airbyte.ai/api/v1/integrations/connectors" \
+  -H "Authorization: Bearer <YOUR_BEARER_TOKEN>" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "customer_name": "<CUSTOMER_NAME>",
+    "connector_type": "Notion",
+    "name": "My Notion Connector",
+    "credentials": {
+      "client_id": "<Your Notion OAuth integration's client ID>",
+      "client_secret": "<Your Notion OAuth integration's client secret>",
+      "access_token": "<OAuth access token obtained through the Notion authorization flow>"
+    }
+  }'
+```
+
+
 
 #### Bring your own OAuth flow
-This authentication method isn't available for this connector.
+To implement your own OAuth flow, use Airbyte's server-side OAuth API endpoints. For a complete guide, see [Build your own OAuth flow](https://docs.airbyte.com/ai-agents/platform/authenticate/build-auth/build-your-own).
+
+##### Configure your own OAuth app credentials (optional)
+
+By default, Airbyte uses its own OAuth app credentials. You can override these with your own so that OAuth consent screens show your company's branding. If you skip this step, the consent screen shows "Airbyte" as the requesting application.
+
+**Python SDK**
+
+```python
+from airbyte_agent_notion import NotionConnector, AirbyteAuthConfig
+from airbyte_agent_notion.models import NotionOAuthCredentials
+
+await NotionConnector.configure_oauth_app_parameters(
+    airbyte_config=AirbyteAuthConfig(
+        airbyte_client_id="<your_airbyte_client_id>",
+        airbyte_client_secret="<your_airbyte_client_secret>",
+    ),
+    credentials=NotionOAuthCredentials(
+        client_id="<Your Notion OAuth integration's client ID>",
+        client_secret="<Your Notion OAuth integration's client secret>",
+    ),
+)
+```
+
+**API**
+
+```bash
+curl -X PUT "https://api.airbyte.ai/api/v1/oauth/credentials" \
+  -H "Authorization: Bearer <YOUR_BEARER_TOKEN>" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "connector_type": "notion",
+    "configuration": {
+      "client_id": "<Your Notion OAuth integration's client ID>",
+      "client_secret": "<Your Notion OAuth integration's client secret>"
+    }
+  }'
+```
+
+**To revert to Airbyte-managed defaults**:
+
+**Python SDK**
+
+```python
+await NotionConnector.configure_oauth_app_parameters(
+    airbyte_config=AirbyteAuthConfig(
+        airbyte_client_id="<your_airbyte_client_id>",
+        airbyte_client_secret="<your_airbyte_client_secret>",
+    ),
+    credentials=None,
+)
+```
+
+**API**
+
+```bash
+curl -X DELETE "https://api.airbyte.ai/api/v1/oauth/credentials/connector_type/notion" \
+  -H "Authorization: Bearer <YOUR_BEARER_TOKEN>"
+```
+
+##### Step 1: Initiate the OAuth flow
+
+Request a consent URL for your user.
+
+| Field Name | Type | Required | Description |
+|------------|------|----------|-------------|
+| `customer_name` | `string` | Yes | Your unique identifier for the customer |
+| `connector_type` | `string` | Yes | The connector type (e.g., "Notion") |
+| `redirect_url` | `string` | Yes | URL to redirect to after OAuth authorization |
+
+Example request:
+
+```bash
+curl -X POST "https://api.airbyte.ai/api/v1/integrations/connectors/oauth/initiate" \
+  -H "Authorization: Bearer <YOUR_BEARER_TOKEN>" \
+  -H "Content-Type: application/json" \
+  -d '{
+    "customer_name": "<CUSTOMER_NAME>",
+    "connector_type": "Notion",
+    "redirect_url": "https://yourapp.com/oauth/callback"
+  }'
+```
+
+Redirect your user to the `consent_url` from the response.
+
+##### Step 2: Handle the callback
+
+After the user authorizes access, Airbyte automatically creates the connector and redirects them to your `redirect_url` with a `connector_id` query parameter. You don't need to make a separate API call to create the connector.
+
+```text
+https://yourapp.com/oauth/callback?connector_id=<connector_id>
+```
+
+Extract the `connector_id` from the callback URL and store it for future operations. For error handling and a complete implementation example, see [Build your own OAuth flow](https://docs.airbyte.com/ai-agents/platform/authenticate/build-auth/build-your-own#part-3-handle-the-callback).
 
 #### Token
 Create a connector with Token credentials.
diff --git a/docs/ai-agents/connectors/notion/README.md b/docs/ai-agents/connectors/notion/README.md
index c43003d12a96..b4db919490de 100644
--- a/docs/ai-agents/connectors/notion/README.md
+++ b/docs/ai-agents/connectors/notion/README.md
@@ -50,10 +50,10 @@ In open source mode, you provide API credentials directly to the connector.
 
 ```python
 from airbyte_agent_notion import NotionConnector
-from airbyte_agent_notion.models import NotionAuthConfig
+from airbyte_agent_notion.models import NotionAccessTokenAuthConfig
 
 connector = NotionConnector(
-    auth_config=NotionAuthConfig(
+    auth_config=NotionAccessTokenAuthConfig(
         token="<Notion internal integration token (starts with ntn_ or secret_)>"
     )
 )
@@ -114,7 +114,7 @@ See the official [Notion API reference](https://developers.notion.com/reference/
 
 ## Version information
 
-- **Package version:** 0.1.20
-- **Connector version:** 0.1.5
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.23
+- **Connector version:** 0.1.6
+- **Generated with Connector SDK commit SHA:** dd2ed97fb6ead6bc3014adf1eaddb9b8b9fb4001
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/notion/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/notion/REFERENCE.md b/docs/ai-agents/connectors/notion/REFERENCE.md
index 819f3698c3d4..230de56a25bb 100644
--- a/docs/ai-agents/connectors/notion/REFERENCE.md
+++ b/docs/ai-agents/connectors/notion/REFERENCE.md
@@ -254,6 +254,7 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `parent` | `object \| any` |  |
 | `archived` | `boolean \| null` |  |
 | `in_trash` | `boolean \| null` |  |
+| `is_archived` | `boolean \| null` |  |
 | `is_locked` | `boolean \| null` |  |
 | `properties` | `object \| null` |  |
 | `url` | `string \| null` |  |
@@ -323,6 +324,7 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `parent` | `object \| any` |  |
 | `archived` | `boolean \| null` |  |
 | `in_trash` | `boolean \| null` |  |
+| `is_archived` | `boolean \| null` |  |
 | `is_locked` | `boolean \| null` |  |
 | `properties` | `object \| null` |  |
 | `url` | `string \| null` |  |
@@ -489,6 +491,7 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `public_url` | `string \| null` |  |
 | `archived` | `boolean \| null` |  |
 | `in_trash` | `boolean \| null` |  |
+| `is_archived` | `boolean \| null` |  |
 | `is_inline` | `boolean \| null` |  |
 | `is_locked` | `boolean \| null` |  |
 | `request_id` | `string \| null` |  |
@@ -572,6 +575,7 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 | `public_url` | `string \| null` |  |
 | `archived` | `boolean \| null` |  |
 | `in_trash` | `boolean \| null` |  |
+| `is_archived` | `boolean \| null` |  |
 | `is_inline` | `boolean \| null` |  |
 | `is_locked` | `boolean \| null` |  |
 | `request_id` | `string \| null` |  |
diff --git a/docs/ai-agents/connectors/orb/README.md b/docs/ai-agents/connectors/orb/README.md
index 835d5682d15e..8150631106bb 100644
--- a/docs/ai-agents/connectors/orb/README.md
+++ b/docs/ai-agents/connectors/orb/README.md
@@ -120,7 +120,7 @@ See the official [Orb API reference](https://docs.withorb.com/api-reference).
 
 ## Version information
 
-- **Package version:** 0.1.50
+- **Package version:** 0.1.52
 - **Connector version:** 0.1.6
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/orb/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/paypal-transaction/README.md b/docs/ai-agents/connectors/paypal-transaction/README.md
index ad36bb6cebb8..d187107c7a85 100644
--- a/docs/ai-agents/connectors/paypal-transaction/README.md
+++ b/docs/ai-agents/connectors/paypal-transaction/README.md
@@ -114,7 +114,7 @@ See the official [Paypal-Transaction API reference](https://developer.paypal.com
 
 ## Version information
 
-- **Package version:** 0.1.5
+- **Package version:** 0.1.7
 - **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/paypal-transaction/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/pinterest/README.md b/docs/ai-agents/connectors/pinterest/README.md
index e905f867bd56..8d79ed7be32c 100644
--- a/docs/ai-agents/connectors/pinterest/README.md
+++ b/docs/ai-agents/connectors/pinterest/README.md
@@ -122,7 +122,7 @@ See the official [Pinterest API reference](https://developers.pinterest.com/docs
 
 ## Version information
 
-- **Package version:** 0.1.5
-- **Connector version:** 0.1.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.8
+- **Connector version:** 0.1.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/pinterest/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/pylon/README.md b/docs/ai-agents/connectors/pylon/README.md
index 6143f3e4358d..0240b7d3723e 100644
--- a/docs/ai-agents/connectors/pylon/README.md
+++ b/docs/ai-agents/connectors/pylon/README.md
@@ -132,7 +132,7 @@ See the official [Pylon API reference](https://docs.usepylon.com/pylon-docs/deve
 
 ## Version information
 
-- **Package version:** 0.1.17
-- **Connector version:** 0.1.5
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.20
+- **Connector version:** 0.1.6
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/pylon/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/salesforce/README.md b/docs/ai-agents/connectors/salesforce/README.md
index 7c6e50362ce5..aa1a2fd51d73 100644
--- a/docs/ai-agents/connectors/salesforce/README.md
+++ b/docs/ai-agents/connectors/salesforce/README.md
@@ -124,7 +124,7 @@ See the official [Salesforce API reference](https://developer.salesforce.com/doc
 
 ## Version information
 
-- **Package version:** 0.1.114
+- **Package version:** 0.1.116
 - **Connector version:** 1.0.15
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/salesforce/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/sendgrid/README.md b/docs/ai-agents/connectors/sendgrid/README.md
index 35f9bcf2c409..19ad54566b9b 100644
--- a/docs/ai-agents/connectors/sendgrid/README.md
+++ b/docs/ai-agents/connectors/sendgrid/README.md
@@ -121,7 +121,7 @@ See the official [Sendgrid API reference](https://docs.sendgrid.com/api-referenc
 
 ## Version information
 
-- **Package version:** 0.1.13
+- **Package version:** 0.1.15
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/sendgrid/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/sentry/README.md b/docs/ai-agents/connectors/sentry/README.md
index d554f165b876..73bf8db9f766 100644
--- a/docs/ai-agents/connectors/sentry/README.md
+++ b/docs/ai-agents/connectors/sentry/README.md
@@ -107,7 +107,7 @@ See the official [Sentry API reference](https://docs.sentry.io/api/).
 
 ## Version information
 
-- **Package version:** 0.1.5
-- **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.8
+- **Connector version:** 1.0.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/sentry/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/shopify/README.md b/docs/ai-agents/connectors/shopify/README.md
index 3e168e5cf2bd..e860b08b1bbe 100644
--- a/docs/ai-agents/connectors/shopify/README.md
+++ b/docs/ai-agents/connectors/shopify/README.md
@@ -143,7 +143,7 @@ See the official [Shopify API reference](https://shopify.dev/docs/api/admin-rest
 
 ## Version information
 
-- **Package version:** 0.1.71
-- **Connector version:** 0.1.9
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.74
+- **Connector version:** 0.1.10
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/shopify/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/slack/README.md b/docs/ai-agents/connectors/slack/README.md
index ef8f08e5f942..9357f3a7c31b 100644
--- a/docs/ai-agents/connectors/slack/README.md
+++ b/docs/ai-agents/connectors/slack/README.md
@@ -114,8 +114,8 @@ This connector supports the following entities and actions. For more details, se
 |--------|---------|
 | Users | [List](./REFERENCE.md#users-list), [Get](./REFERENCE.md#users-get), [Search](./REFERENCE.md#users-search) |
 | Channels | [List](./REFERENCE.md#channels-list), [Get](./REFERENCE.md#channels-get), [Create](./REFERENCE.md#channels-create), [Update](./REFERENCE.md#channels-update), [Search](./REFERENCE.md#channels-search) |
-| Channel Messages | [List](./REFERENCE.md#channel-messages-list) |
-| Threads | [List](./REFERENCE.md#threads-list) |
+| Channel Messages | [List](./REFERENCE.md#channel-messages-list), [Search](./REFERENCE.md#channel-messages-search) |
+| Threads | [List](./REFERENCE.md#threads-list), [Search](./REFERENCE.md#threads-search) |
 | Messages | [Create](./REFERENCE.md#messages-create), [Update](./REFERENCE.md#messages-update) |
 | Channel Topics | [Create](./REFERENCE.md#channel-topics-create) |
 | Channel Purposes | [Create](./REFERENCE.md#channel-purposes-create) |
@@ -132,7 +132,7 @@ See the official [Slack API reference](https://api.slack.com/methods).
 
 ## Version information
 
-- **Package version:** 0.1.84
-- **Connector version:** 0.1.16
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.87
+- **Connector version:** 0.1.17
+- **Generated with Connector SDK commit SHA:** f07b3c8f134cf5c31405771d57ff2d95748d241b
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/slack/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/slack/REFERENCE.md b/docs/ai-agents/connectors/slack/REFERENCE.md
index b8a97375321d..415414631a44 100644
--- a/docs/ai-agents/connectors/slack/REFERENCE.md
+++ b/docs/ai-agents/connectors/slack/REFERENCE.md
@@ -10,8 +10,8 @@ The Slack connector supports the following entities and actions.
 |--------|---------|
 | Users | [List](#users-list), [Get](#users-get), [Search](#users-search) |
 | Channels | [List](#channels-list), [Get](#channels-get), [Create](#channels-create), [Update](#channels-update), [Search](#channels-search) |
-| Channel Messages | [List](#channel-messages-list) |
-| Threads | [List](#threads-list) |
+| Channel Messages | [List](#channel-messages-list), [Search](#channel-messages-search) |
+| Threads | [List](#threads-list), [Search](#threads-search) |
 | Messages | [Create](#messages-create), [Update](#messages-update) |
 | Channel Topics | [Create](#channel-topics-create) |
 | Channel Purposes | [Create](#channel-purposes-create) |
@@ -812,6 +812,98 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 </details>
 
+### Channel Messages Search
+
+Search and filter channel messages records powered by Airbyte's data sync. This often provides additional fields and operators beyond what the API natively supports, making it easier to narrow down results before performing further operations. Only available in hosted mode.
+
+#### Python SDK
+
+```python
+await slack.channel_messages.search(
+    query={"filter": {"eq": {"type": "<str>"}}}
+)
+```
+
+#### API
+
+```bash
+curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_connector_id}/execute' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer {your_auth_token}' \
+--data '{
+    "entity": "channel_messages",
+    "action": "search",
+    "params": {
+        "query": {"filter": {"eq": {"type": "<str>"}}}
+    }
+}'
+```
+
+#### Parameters
+
+| Parameter Name | Type | Required | Description |
+|----------------|------|----------|-------------|
+| `query` | `object` | Yes | Filter and sort conditions. Supports operators: eq, neq, gt, gte, lt, lte, in, like, fuzzy, keyword, not, and, or |
+| `query.filter` | `object` | No | Filter conditions |
+| `query.sort` | `array` | No | Sort conditions |
+| `limit` | `integer` | No | Maximum results to return (default 1000) |
+| `cursor` | `string` | No | Pagination cursor from previous response's `meta.cursor` |
+| `fields` | `array` | No | Field paths to include in results |
+
+#### Searchable Fields
+
+| Field Name | Type | Description |
+|------------|------|-------------|
+| `type` | `string` | Message type. |
+| `subtype` | `string` | Message subtype. |
+| `ts` | `string` | Message timestamp (unique identifier). |
+| `user` | `string` | User ID who sent the message. |
+| `text` | `string` | Message text content. |
+| `thread_ts` | `string` | Thread parent timestamp. |
+| `reply_count` | `integer` | Number of replies in thread. |
+| `reply_users_count` | `integer` | Number of unique users who replied. |
+| `latest_reply` | `string` | Timestamp of latest reply. |
+| `reply_users` | `array` | User IDs who replied to the thread. |
+| `is_locked` | `boolean` | Whether the thread is locked. |
+| `subscribed` | `boolean` | Whether the user is subscribed to the thread. |
+| `reactions` | `array` | Reactions to the message. |
+| `attachments` | `array` | Message attachments. |
+| `blocks` | `array` | Block kit blocks. |
+| `bot_id` | `string` | Bot ID if message was sent by a bot. |
+| `bot_profile` | `object` | Bot profile information. |
+| `team` | `string` | Team ID. |
+
+<details>
+<summary><b>Response Schema</b></summary>
+
+| Field Name | Type | Description |
+|------------|------|-------------|
+| `data` | `array` | List of matching records |
+| `meta` | `object` | Pagination metadata |
+| `meta.has_more` | `boolean` | Whether additional pages are available |
+| `meta.cursor` | `string \| null` | Cursor for next page of results |
+| `meta.took_ms` | `number \| null` | Query execution time in milliseconds |
+| `data[].type` | `string` | Message type. |
+| `data[].subtype` | `string` | Message subtype. |
+| `data[].ts` | `string` | Message timestamp (unique identifier). |
+| `data[].user` | `string` | User ID who sent the message. |
+| `data[].text` | `string` | Message text content. |
+| `data[].thread_ts` | `string` | Thread parent timestamp. |
+| `data[].reply_count` | `integer` | Number of replies in thread. |
+| `data[].reply_users_count` | `integer` | Number of unique users who replied. |
+| `data[].latest_reply` | `string` | Timestamp of latest reply. |
+| `data[].reply_users` | `array` | User IDs who replied to the thread. |
+| `data[].is_locked` | `boolean` | Whether the thread is locked. |
+| `data[].subscribed` | `boolean` | Whether the user is subscribed to the thread. |
+| `data[].reactions` | `array` | Reactions to the message. |
+| `data[].attachments` | `array` | Message attachments. |
+| `data[].blocks` | `array` | Block kit blocks. |
+| `data[].bot_id` | `string` | Bot ID if message was sent by a bot. |
+| `data[].bot_profile` | `object` | Bot profile information. |
+| `data[].team` | `string` | Team ID. |
+
+</details>
+
 ## Threads
 
 ### Threads List
@@ -933,6 +1025,94 @@ curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_con
 
 </details>
 
+### Threads Search
+
+Search and filter threads records powered by Airbyte's data sync. This often provides additional fields and operators beyond what the API natively supports, making it easier to narrow down results before performing further operations. Only available in hosted mode.
+
+#### Python SDK
+
+```python
+await slack.threads.search(
+    query={"filter": {"eq": {"type": "<str>"}}}
+)
+```
+
+#### API
+
+```bash
+curl --location 'https://api.airbyte.ai/api/v1/integrations/connectors/{your_connector_id}/execute' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer {your_auth_token}' \
+--data '{
+    "entity": "threads",
+    "action": "search",
+    "params": {
+        "query": {"filter": {"eq": {"type": "<str>"}}}
+    }
+}'
+```
+
+#### Parameters
+
+| Parameter Name | Type | Required | Description |
+|----------------|------|----------|-------------|
+| `query` | `object` | Yes | Filter and sort conditions. Supports operators: eq, neq, gt, gte, lt, lte, in, like, fuzzy, keyword, not, and, or |
+| `query.filter` | `object` | No | Filter conditions |
+| `query.sort` | `array` | No | Sort conditions |
+| `limit` | `integer` | No | Maximum results to return (default 1000) |
+| `cursor` | `string` | No | Pagination cursor from previous response's `meta.cursor` |
+| `fields` | `array` | No | Field paths to include in results |
+
+#### Searchable Fields
+
+| Field Name | Type | Description |
+|------------|------|-------------|
+| `type` | `string` | Message type. |
+| `subtype` | `string` | Message subtype. |
+| `ts` | `string` | Message timestamp (unique identifier). |
+| `user` | `string` | User ID who sent the message. |
+| `text` | `string` | Message text content. |
+| `thread_ts` | `string` | Thread parent timestamp. |
+| `parent_user_id` | `string` | User ID of the parent message author (present in thread replies). |
+| `reply_count` | `integer` | Number of replies in thread. |
+| `reply_users_count` | `integer` | Number of unique users who replied. |
+| `latest_reply` | `string` | Timestamp of latest reply. |
+| `reply_users` | `array` | User IDs who replied to the thread. |
+| `is_locked` | `boolean` | Whether the thread is locked. |
+| `subscribed` | `boolean` | Whether the user is subscribed to the thread. |
+| `blocks` | `array` | Block kit blocks. |
+| `bot_id` | `string` | Bot ID if message was sent by a bot. |
+| `team` | `string` | Team ID. |
+
+<details>
+<summary><b>Response Schema</b></summary>
+
+| Field Name | Type | Description |
+|------------|------|-------------|
+| `data` | `array` | List of matching records |
+| `meta` | `object` | Pagination metadata |
+| `meta.has_more` | `boolean` | Whether additional pages are available |
+| `meta.cursor` | `string \| null` | Cursor for next page of results |
+| `meta.took_ms` | `number \| null` | Query execution time in milliseconds |
+| `data[].type` | `string` | Message type. |
+| `data[].subtype` | `string` | Message subtype. |
+| `data[].ts` | `string` | Message timestamp (unique identifier). |
+| `data[].user` | `string` | User ID who sent the message. |
+| `data[].text` | `string` | Message text content. |
+| `data[].thread_ts` | `string` | Thread parent timestamp. |
+| `data[].parent_user_id` | `string` | User ID of the parent message author (present in thread replies). |
+| `data[].reply_count` | `integer` | Number of replies in thread. |
+| `data[].reply_users_count` | `integer` | Number of unique users who replied. |
+| `data[].latest_reply` | `string` | Timestamp of latest reply. |
+| `data[].reply_users` | `array` | User IDs who replied to the thread. |
+| `data[].is_locked` | `boolean` | Whether the thread is locked. |
+| `data[].subscribed` | `boolean` | Whether the user is subscribed to the thread. |
+| `data[].blocks` | `array` | Block kit blocks. |
+| `data[].bot_id` | `string` | Bot ID if message was sent by a bot. |
+| `data[].team` | `string` | Team ID. |
+
+</details>
+
 ## Messages
 
 ### Messages Create
diff --git a/docs/ai-agents/connectors/snapchat-marketing/README.md b/docs/ai-agents/connectors/snapchat-marketing/README.md
index cd12c1e10857..1e99c2081dff 100644
--- a/docs/ai-agents/connectors/snapchat-marketing/README.md
+++ b/docs/ai-agents/connectors/snapchat-marketing/README.md
@@ -116,7 +116,7 @@ See the official [Snapchat-Marketing API reference](https://developers.snap.com/
 
 ## Version information
 
-- **Package version:** 0.1.5
-- **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.8
+- **Connector version:** 1.0.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/snapchat-marketing/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/stripe/README.md b/docs/ai-agents/connectors/stripe/README.md
index ce412e49f478..6a4aea629e4a 100644
--- a/docs/ai-agents/connectors/stripe/README.md
+++ b/docs/ai-agents/connectors/stripe/README.md
@@ -124,7 +124,7 @@ See the official [Stripe API reference](https://docs.stripe.com/api).
 
 ## Version information
 
-- **Package version:** 0.5.120
+- **Package version:** 0.5.122
 - **Connector version:** 0.1.12
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/stripe/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/tiktok-marketing/README.md b/docs/ai-agents/connectors/tiktok-marketing/README.md
index 612ea555ee60..9d2cdd9960f4 100644
--- a/docs/ai-agents/connectors/tiktok-marketing/README.md
+++ b/docs/ai-agents/connectors/tiktok-marketing/README.md
@@ -120,7 +120,7 @@ See the official [Tiktok-Marketing API reference](https://business-api.tiktok.co
 
 ## Version information
 
-- **Package version:** 0.1.21
+- **Package version:** 0.1.23
 - **Connector version:** 1.1.4
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/tiktok-marketing/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/twilio/README.md b/docs/ai-agents/connectors/twilio/README.md
index 230f62c11f18..556fbf720feb 100644
--- a/docs/ai-agents/connectors/twilio/README.md
+++ b/docs/ai-agents/connectors/twilio/README.md
@@ -124,7 +124,7 @@ See the official [Twilio API reference](https://www.twilio.com/docs/usage/api).
 
 ## Version information
 
-- **Package version:** 0.1.6
-- **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.9
+- **Connector version:** 1.0.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/twilio/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/typeform/README.md b/docs/ai-agents/connectors/typeform/README.md
index 092b4ab06063..e0aab9c0cfc4 100644
--- a/docs/ai-agents/connectors/typeform/README.md
+++ b/docs/ai-agents/connectors/typeform/README.md
@@ -109,7 +109,7 @@ See the official [Typeform API reference](https://developer.typeform.com/).
 
 ## Version information
 
-- **Package version:** 0.1.6
+- **Package version:** 0.1.8
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** 0f76b45606e0337a4c88a046c79788c39f91f87a
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/typeform/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/woocommerce/README.md b/docs/ai-agents/connectors/woocommerce/README.md
index a15f9544b262..dafb12702f48 100644
--- a/docs/ai-agents/connectors/woocommerce/README.md
+++ b/docs/ai-agents/connectors/woocommerce/README.md
@@ -130,7 +130,7 @@ See the official [Woocommerce API reference](https://woocommerce.github.io/wooco
 
 ## Version information
 
-- **Package version:** 0.1.6
-- **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.1.9
+- **Connector version:** 1.0.2
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/woocommerce/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/zendesk-chat/README.md b/docs/ai-agents/connectors/zendesk-chat/README.md
index 618d433304e4..f5316ed7c53a 100644
--- a/docs/ai-agents/connectors/zendesk-chat/README.md
+++ b/docs/ai-agents/connectors/zendesk-chat/README.md
@@ -135,7 +135,7 @@ See the official [Zendesk-Chat API reference](https://developer.zendesk.com/api-
 
 ## Version information
 
-- **Package version:** 0.1.70
+- **Package version:** 0.1.72
 - **Connector version:** 0.1.9
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/zendesk-chat/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/zendesk-support/README.md b/docs/ai-agents/connectors/zendesk-support/README.md
index 88e421468221..e67dba22778e 100644
--- a/docs/ai-agents/connectors/zendesk-support/README.md
+++ b/docs/ai-agents/connectors/zendesk-support/README.md
@@ -131,7 +131,7 @@ See the official [Zendesk-Support API reference](https://developer.zendesk.com/a
 
 ## Version information
 
-- **Package version:** 0.18.124
-- **Connector version:** 0.1.17
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Package version:** 0.18.127
+- **Connector version:** 0.1.18
+- **Generated with Connector SDK commit SHA:** 09ed4945e89bf743be8a0f0d596ae77c99526607
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/zendesk-support/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/zendesk-talk/README.md b/docs/ai-agents/connectors/zendesk-talk/README.md
index 34d2866b4ac9..abfb7a907584 100644
--- a/docs/ai-agents/connectors/zendesk-talk/README.md
+++ b/docs/ai-agents/connectors/zendesk-talk/README.md
@@ -120,7 +120,7 @@ See the official [Zendesk-Talk API reference](https://developer.zendesk.com/api-
 
 ## Version information
 
-- **Package version:** 0.1.6
+- **Package version:** 0.1.8
 - **Connector version:** 1.0.1
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/zendesk-talk/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/connectors/zoho-crm/README.md b/docs/ai-agents/connectors/zoho-crm/README.md
index 8d8efe4b4cfd..fe3ea0ada354 100644
--- a/docs/ai-agents/connectors/zoho-crm/README.md
+++ b/docs/ai-agents/connectors/zoho-crm/README.md
@@ -134,7 +134,7 @@ See the official [Zoho-Crm API reference](https://www.zoho.com/crm/developer/doc
 
 ## Version information
 
-- **Package version:** 0.1.4
+- **Package version:** 0.1.6
 - **Connector version:** 1.0.2
-- **Generated with Connector SDK commit SHA:** bbb4625615c5a514170db99dfb0a413153726447
+- **Generated with Connector SDK commit SHA:** 75f388847745be753ab20224c66697e1d4a84347
 - **Changelog:** [View changelog](https://github.com/airbytehq/airbyte-agent-connectors/blob/main/connectors/zoho-crm/CHANGELOG.md)
\ No newline at end of file
diff --git a/docs/ai-agents/mcp-server/cli-reference.md b/docs/ai-agents/mcp-server/cli-reference.md
deleted file mode 100644
index d1a56a5e0947..000000000000
--- a/docs/ai-agents/mcp-server/cli-reference.md
+++ /dev/null
@@ -1,130 +0,0 @@
----
-sidebar_label: "Command line tool reference"
-sidebar_position: 4
----
-
-# Command line reference
-
-All commands use `uv run agent-engine <command>`. Use `--help` on any command for full options.
-
-## Global flags
-
-| Flag | Description |
-| --- | --- |
-| `--config-dir`, `-d` | Config directory (default: `~/.airbyte_agent_mcp`). Can also be set with the `AIRBYTE_CONFIG_DIR` environment variable. |
-| `--org` | Organization ID to use, overriding the default set by `agent-engine login`. |
-
-## `agent-engine connectors list-oss`
-
-List available open source connectors from the Airbyte registry.
-
-```bash
-uv run agent-engine connectors list-oss
-uv run agent-engine connectors list-oss --pattern salesforce
-```
-
-| Flag              | Description               |
-| ----------------- | ------------------------- |
-| `--pattern`, `-p` | Filter connectors by name |
-
-## `agent-engine connectors list-cloud`
-
-List connectors configured in your Agent Engine organization. Requires [`agent-engine login`](#agent-engine-login) first.
-
-```bash
-uv run agent-engine connectors list-cloud
-uv run agent-engine connectors list-cloud --customer acme
-```
-
-| Flag             | Description             |
-| ---------------- | ----------------------- |
-| `--customer`, `-c` | Filter by customer name |
-| `--customer-id`  | Filter by customer ID   |
-
-## `agent-engine connectors configure`
-
-Generate a connector configuration file by inspecting the connector's authentication requirements.
-
-```bash
-uv run agent-engine connectors configure --package airbyte-agent-gong
-uv run agent-engine connectors configure --connector-id <your-connector-id>
-```
-
-| Flag                   | Description                                          |
-| ---------------------- | ---------------------------------------------------- |
-| `--package`            | PyPI package name, local path, or `git+https://` URL |
-| `--connector-id`, `-c` | Agent Engine connector ID                            |
-| `--version`, `-v`      | Package version (PyPI only)                          |
-| `--filename`, `-f`      | Output file path (auto-generated if not specified)     |
-| `--overwrite`, `-o`    | Overwrite the output file if it already exists        |
-
-## `agent-engine login`
-
-Save Agent Engine credentials to the global config directory. Prompts for your Client ID and Secret, then stores them for subsequent commands.
-
-```bash
-uv run agent-engine login <organization-id>
-```
-
-| Flag                | Description                                  |
-| ------------------- | -------------------------------------------- |
-| `<organization-id>` | Your Agent Engine organization ID (required) |
-
-## `agent-engine orgs`
-
-Manage logged-in organizations.
-
-```bash
-uv run agent-engine orgs list
-uv run agent-engine orgs default
-uv run agent-engine orgs default <org-id>
-```
-
-| Subcommand         | Description                      |
-| ------------------ | -------------------------------- |
-| `list`             | List all logged-in organizations |
-| `default`          | Show the default organization    |
-| `default <org-id>` | Set the default organization     |
-
-## `agent-engine mcp serve`
-
-Start the MCP server with a connector configuration.
-
-```bash
-uv run agent-engine mcp serve connector-gong-package.yaml
-uv run agent-engine mcp serve connector-gong-package.yaml --transport http --port 8080
-```
-
-| Flag                | Default     | Description                            |
-| ------------------- | ----------- | -------------------------------------- |
-| `--transport`, `-t` | `stdio`     | Transport protocol (`stdio` or `http`) |
-| `--host`, `-h`      | `127.0.0.1` | Host to bind to (HTTP only)            |
-| `--port`, `-p`      | `8000`      | Port to bind to (HTTP only)            |
-
-## `agent-engine mcp add-to`
-
-Register the MCP server with an agent. Supported targets: `claude-code`, `claude-desktop`, `cursor`, `codex`.
-
-```bash
-uv run agent-engine mcp add-to claude-code connector-gong-package.yaml
-uv run agent-engine mcp add-to cursor connector-gong-package.yaml --scope project
-```
-
-| Flag            | Default | Description                                                    |
-| --------------- | ------- | -------------------------------------------------------------- |
-| `--name`, `-n`  | Auto    | Name for the MCP server (default: `airbyte-<connector>`)       |
-| `--scope`, `-s` | `user`  | Configuration scope: `user` or `project` (Claude Code, Cursor)  |
-
-## `agent-engine chat`
-
-Chat with connector data using natural language in the terminal. Uses Claude and requires an `ANTHROPIC_API_KEY` environment variable. Pass a prompt argument for one-shot mode, or omit it to start an interactive REPL.
-
-```bash
-uv run agent-engine chat connector-gong-package.yaml "show me 5 recent calls"
-uv run agent-engine chat connector-gong-package.yaml
-```
-
-| Flag            | Default           | Description                                  |
-| --------------- | ----------------- | -------------------------------------------- |
-| `--model`, `-m` | `claude-opus-4-6` | Anthropic model to use                       |
-| `--quiet`, `-q` | `false`           | Only show the final answer (hide tool calls)  |
diff --git a/docs/ai-agents/mcp-server/configuration.md b/docs/ai-agents/mcp-server/configuration.md
deleted file mode 100644
index 749a32dce832..000000000000
--- a/docs/ai-agents/mcp-server/configuration.md
+++ /dev/null
@@ -1,249 +0,0 @@
----
-sidebar_position: 2
----
-
-# Configure the MCP server
-
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
-You configure the Agent Engine MCP server with a YAML file that specifies which connector to use and how to authenticate. This page covers the configuration file format, execution modes, credential management, and aggregate configurations for running multiple connectors.
-
-If you need help getting started with the MCP server, complete the [tutorial](../tutorials/quickstarts/tutorial-mcp-server) first.
-
-## Configuration file format
-
-Place the configuration file in the folder from which you run the MCP server. The file has two required sections.
-
-| Key           | Description                                                                                                       |
-| ------------- | ----------------------------------------------------------------------------------------------------------------- |
-| `connector`   | Specifies the connector source. This can be a PyPI package, a git URL, a local path, or an agent connector ID.    |
-| `credentials` | A key-value map of authentication fields. Values use `${env.VAR_NAME}` syntax to reference environment variables. |
-
-This is an example of the file format.
-
-```yaml title="connector-gong-package.yaml"
-connector:
-  package: airbyte-agent-gong
-credentials:
-  access_key: ${env.GONG_ACCESS_KEY}
-  access_key_secret: ${env.GONG_ACCESS_KEY_SECRET}
-```
-
-Some connectors also accept a `config` section for additional parameters like subdomains or workspace IDs. The `agent-engine connectors configure` command generates the correct structure for each connector.
-
-You can [configure multiple connectors](#use-multiple-connectors-with-one-mcp-server) in the same MCP server.
-
-## Open source mode
-
-In open source mode, the MCP server installs a connector package and calls the third-party API directly using your credentials. This mode only supports the operations the third-party API provides. It doesn't support using the Agent Engine's search or the [context store](../platform/context-store). Search operations are only possible if the third-party has search endpoints, and are limited to the capabilities and rate limiting of those endpoints.
-
-### PyPI packages
-
-The most common configuration. Run `uv run agent-engine connectors list-oss` to see available packages and their versions, then specify a package name from the Airbyte connector registry.
-
-```yaml title="connector-gong-package.yaml"
-connector:
-  package: airbyte-agent-gong
-credentials:
-  access_key: ${env.GONG_ACCESS_KEY}
-  access_key_secret: ${env.GONG_ACCESS_KEY_SECRET}
-```
-
-To pin a specific version:
-
-```yaml title="connector-gong-package.yaml"
-connector:
-  package: airbyte-agent-gong
-  version: 0.1.13
-credentials:
-  access_key: ${env.GONG_ACCESS_KEY}
-  access_key_secret: ${env.GONG_ACCESS_KEY_SECRET}
-```
-
-### Git URLs
-
-Point the connector to a git repository.
-
-```yaml title="connector-gong-package.yaml"
-connector:
-  git: https://github.com/org/repo.git
-credentials:
-  token: ${env.MY_TOKEN}
-```
-
-You can specify a branch or tag with `ref` and a subdirectory with `subdirectory`.
-
-```yaml title="connector-gong-package.yaml"
-connector:
-  git: https://github.com/org/repo.git
-  ref: main
-  subdirectory: connectors/my-connector
-credentials:
-  token: ${env.MY_TOKEN}
-```
-
-### Local path
-
-Point the connector to a local directory.
-
-```yaml title="connector-gong-package.yaml"
-connector:
-  path: ../integrations/my-connector/.generated
-credentials:
-  token: ${env.MY_TOKEN}
-```
-
-### Manage credentials
-
-Credential values use `${env.VAR_NAME}` syntax. The MCP server resolves these placeholders at startup by reading from the process environment.
-
-```yaml
-credentials:
-  access_key: ${env.GONG_ACCESS_KEY}
-  access_key_secret: ${env.GONG_ACCESS_KEY_SECRET}
-```
-
-The `agent-engine` command line tool automatically loads `.env` files from the current working directory. Create a `.env` file alongside your connector configuration:
-
-```text title=".env"
-GONG_ACCESS_KEY=your-access-key
-GONG_ACCESS_KEY_SECRET=your-secret
-```
-
-:::warning
-Never commit your `.env` file to version control. Add `.env` to your `.gitignore` file. If you commit credentials by mistake, rotate them immediately.
-:::
-
-## Hosted mode
-
-In hosted mode, the MCP server proxies API calls through the Agent Engine. This mode supports search and filter queries because Agent Engine keeps data indexed in the [context store](../platform/context-store).
-
-Hosted mode uses your Agent Engine credentials (client ID and secret) instead of third-party API credentials. You authenticate once, then the CLI remembers your credentials for subsequent commands.
-
-### Before you begin
-
-Before you can use a connector in hosted mode, you need to [authenticate with that connector](../platform/authenticate/hosted).
-
-### Step 1: Log in to Agent Engine
-
-Run `agent-engine login` with your organization ID. This opens a link to your Airbyte authentication page where you can find your Client ID and Secret.
-
-```bash
-uv run agent-engine login <organization-id>
-```
-
-The command prompts for your client ID and secret, saves them to `~/.airbyte_agent_mcp/orgs/<organization-id>/.env`, and sets the organization as the default. All subsequent `agent-engine` commands automatically load these credentials.
-
-### Step 2: Find your connector ID
-
-List the connectors configured in your organization:
-
-```bash
-uv run agent-engine connectors list-cloud
-```
-
-Use `--customer` to filter by customer name:
-
-```bash
-uv run agent-engine connectors list-cloud --customer acme
-```
-
-### Step 3: Generate a configuration
-
-Pass the connector ID from the previous step:
-
-```bash
-uv run agent-engine connectors configure --connector-id <your-connector-id>
-```
-
-This generates a configuration file like this:
-
-```yaml title="connector-gong-cloud.yaml"
-connector:
-  connector_id: <your-connector-id>
-credentials:
-  airbyte_client_id: ${env.AIRBYTE_CLIENT_ID}
-  airbyte_client_secret: ${env.AIRBYTE_CLIENT_SECRET}
-```
-
-### Managing multiple organizations
-
-If you work with multiple Agent Engine organizations, you can log into each one and switch between them.
-
-```bash
-uv run agent-engine orgs list                  # List logged-in organizations
-uv run agent-engine orgs default <org-id>      # Set the default organization
-uv run agent-engine --org <org-id> <command>   # Override for a single command
-```
-
-## Use multiple connectors with one MCP server {#use-multiple-connectors-with-one-mcp-server}
-
-You don't need to create separate MCP servers for each connector. Instead, create a YAML file that references all your individual connector config files.
-
-| Key       | Description                                                                                         |
-| --------- | --------------------------------------------------------------------------------------------------- |
-| `name`    | Sets the MCP server name                                                                            |
-| `configs`  | Lists paths to individual connector configuration files, relative to the aggregate file's directory    |
-
-```yaml title="connectors.yaml"
-name: airbyte-crm-suite
-configs:
-  - connector-gong-package.yaml
-  - connector-salesforce-cloud.yaml
-```
-
-The `name` field sets the MCP server name. The `configs` field lists paths to individual connector configuration files (relative to the aggregate file's directory).
-
-Then, register the aggregate config with your agent the same way you would a single connector.
-
-<Tabs>
-<TabItem value="claude-code" label="Claude Code" default>
-
-This command runs `claude mcp add` under the hood and registers the server at the user scope.
-
-```bash
-uv run agent-engine mcp add-to claude-code connectors.yaml
-```
-
-To register at the project scope instead, add `--scope project` to that command.
-
-</TabItem>
-<TabItem value="claude-desktop" label="Claude Desktop">
-
-This command modifies your Claude Desktop configuration file directly.
-
-```bash
-uv run agent-engine mcp add-to claude-desktop connectors.yaml
-```
-
-</TabItem>
-<TabItem value="cursor" label="Cursor">
-
-This modifies the Cursor MCP configuration file.
-
-```bash
-uv run agent-engine mcp add-to cursor connectors.yaml
-```
-
-To register at the project scope instead of user scope, add a `--scope project` flag.
-
-</TabItem>
-<TabItem value="codex" label="Codex">
-
-This command runs `codex mcp add` to register the server.
-
-```bash
-uv run agent-engine mcp add-to codex connectors.yaml
-```
-
-</TabItem>
-</Tabs>
-
-You can optionally specify a custom name for the server with `--name`:
-
-```bash
-uv run agent-engine mcp add-to claude-code connector-github-package.yaml --name my-server-name
-```
-
-For a full list of all `agent-engine` commands and their options, see the [CLI reference](cli-reference).
diff --git a/docs/ai-agents/mcp-server/readme.md b/docs/ai-agents/mcp-server/readme.md
index 00c47ad0f815..9bb0426a8bfc 100644
--- a/docs/ai-agents/mcp-server/readme.md
+++ b/docs/ai-agents/mcp-server/readme.md
@@ -2,50 +2,360 @@
 sidebar_position: 6
 ---
 
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
 # Agent Engine MCP server
 
-Airbyte's Agent Engine MCP server lets AI agents interact with your data sources through the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/). Instead of writing code to fetch data, you configure a connector and register it with your agent. The agent then calls the connector's operations automatically based on your natural language prompts.
+The Airbyte Agent Engine MCP server connects your AI agent to your data through the [Model Context Protocol (MCP)](https://modelcontextprotocol.io/). It gives your agent authenticated access to the platforms you use every day, like your CRM, support desk, analytics tools, and more, so your agent can read and write data on your behalf. See [Connectors](../connectors) for a list of available connectors.
+
+Airbyte hosts and manages this remote MCP server, so there's nothing to install.
+
+## What connectors do
+
+Each connector is a type-safe integration that gives your AI agent direct access to a third-party platform's API. Connectors let your agent list, search, retrieve, and in some cases create or update records in the connected service. Every connector exposes a set of **entities** (such as contacts, deals, issues, or invoices) and **actions** (such as list, get, search, create, or update) that the agent can call.
+
+For example:
+
+- A **CRM connector** like Salesforce or HubSpot lets your agent query contacts, companies, deals, and tickets.
+- A **billing connector** like Stripe lets your agent look up customers, invoices, charges, and subscriptions.
+- A **communication connector** like Slack lets your agent read channel messages and threads, and send or update messages.
+- A **revenue intelligence connector** like Gong lets your agent retrieve call recordings, transcripts, and activity statistics.
+- A **project management connector** like Jira or Linear lets your agent search issues, projects, and comments.
+
+Connectors handle authentication, pagination, schema validation, and error handling so the agent can focus on answering questions and performing tasks. The agent automatically discovers which entities and actions are available for each connector you've added, so you only need to describe what you want in natural language.
+
+When you connect a service through the MCP server, the Agent Engine can copy key data from that connector into a [context store](../platform/context-store). The context store is Airbyte-managed object storage that enables fast search across your connected data. This improves search speed and reduces token consumption compared to querying third-party APIs directly, especially for prompts that involve filtering or searching large datasets.
+
+For the complete list of connectors and their supported entities, see [Agent connectors](../connectors).
+
+## Requirements
+
+Before you begin, make sure you have the following:
+
+- **An Agent Engine account.** Sign up at [app.airbyte.ai](https://app.airbyte.ai) if you don't have one.
+
+- **An AI agent that supports MCP.** For example, Claude Desktop, Claude Code, Cursor, Codex, or ChatGPT.
+
+- **Credentials for the connectors you want to use.** Each service requires its own authentication. For example, you need a Linear API key to connect Linear, or Salesforce OAuth credentials to connect Salesforce.
+
+## Add the MCP server to your agent
+
+Select your client below for setup instructions. Each client requires you to authenticate with your Airbyte account before you can use the MCP server.
+
+<Tabs>
+<TabItem value="claude-code" label="Claude Code" default>
+
+Add the MCP server to your Claude Code command line tool.
+
+1. Run the following command in your terminal:
+
+    ```bash
+    claude mcp add --transport http airbyte-agent https://mcp.airbyte.ai/mcp
+    ```
+
+2. Run Claude Code with `claude`.
+
+3. Type `/mcp`.
+
+4. Select the **airbyte-agent** MCP you added in step 1.
+
+5. Select **Authenticate**. Your web browser opens.
+
+6. If you're not logged into the Agent Engine, log in now.
+
+7. Grant access to the Agent Engine MCP.
+
+8. Return to Claude Code and begin using the MCP server.
+
+</TabItem>
+<TabItem value="cursor" label="Cursor">
+
+Add the MCP server to your Cursor app.
+
+1. Go to **Cursor** > **Settings** > **Cursor Settings** > **Tools and MCP**.
+
+2. Click **Add custom MCP**.
+
+3. In `mcp.json`, add:
+
+    ```json
+    {
+      "mcpServers": {
+        "Airbyte Agent Engine MCP": {
+          "url": "https://mcp.airbyte.ai/mcp"
+        }
+      }
+    }
+    ```
+
+4. Close `mcp.json` and return to Cursor Settings.
+
+5. Find the Airbyte MCP server and click **Connect**.
+
+6. If you're not logged into the Agent Engine, log in now.
+
+7. Grant access to the Agent Engine MCP.
+
+8. Return to Cursor. The MCP server tools are now available.
+
+</TabItem>
+<TabItem value="claude-desktop" label="Claude Desktop">
+
+Claude Desktop uses Custom Connectors for remote MCP servers. Don't use the `claude_desktop_config.json` file, as it only supports local servers.
+
+1. Open Claude Desktop and go to **Settings** > **Connectors**.
+
+2. Click **Add custom connector**.
+
+3. Enter the server name and URL: `https://mcp.airbyte.ai/mcp`
+
+4. Click **Add**.
+
+5. Find the Airbyte connector in the list and click **Connect**. Your browser opens.
+
+6. Log in with your Airbyte account and grant access.
+
+7. Return to Claude Desktop. The MCP server is automatically enabled. If it isn't, in your chat, click **+** > **Connectors** > **Airbyte** to turn it on.
+
+</TabItem>
+<TabItem value="codex" label="Codex">
+
+Add the MCP server to your Codex command line tool.
+
+1. Run the following command in your terminal to add the server:
+
+    ```bash
+    codex mcp add airbyte --url https://mcp.airbyte.ai/mcp
+    ```
+
+2. Codex detects that the server requires OAuth and opens your browser.
+
+3. Log in with your Airbyte account and grant access.
+
+4. Launch Codex with `codex`.
+
+5. Begin using the MCP server.
+
+</TabItem>
+<TabItem value="chatgpt" label="ChatGPT">
+
+ChatGPT supports remote MCP servers through its [Developer Mode](https://platform.openai.com/docs/guides/developer-mode) feature. Developer Mode is available on Pro, Plus, Business, Enterprise, and Education plans. It's not available on Free plans.
+
+:::note Business and Enterprise plans
+On Business plans, apps are enabled by default. Workspace owners can restrict them from **Workspace Settings** > **Apps**.
+
+On Enterprise and Education plans, apps are disabled by default. A workspace admin must go to **Workspace Settings** > **Apps** > **Directory**, find the app, and click **Enable** before workspace members can use it.
+:::
+
+1. Open [ChatGPT](https://chatgpt.com) on the web.
+
+2. Go to **Settings** > **Apps** > **Advanced settings**.
+
+3. Toggle **Developer mode** to **ON**.
+
+4. Go back to the apps screen.
+
+5. Click **Create app** next to "Advanced settings." This button only appears when Developer Mode is enabled.
+
+6. Enter the server details:
+
+    - **Name**: `Airbyte Agent Engine`
+    - **Server URL**: `https://mcp.airbyte.ai/mcp`
+    - **Authentication**: Select **OAuth**
+
+7. Accept ChatGPT's disclaimer and click **Create**. The app appears under **Drafts** in your Apps settings.
+
+8. When prompted, log into Agent Engine if necessary, then accept the access privileges.
+
+9. Open a new conversation to start using the MCP server.
+
+</TabItem>
+<TabItem value="other" label="Other clients">
+
+The Airbyte MCP server works with any client that supports OAuth authentication and Streamable HTTP transport. Use the following server URL in your client's MCP configuration:
+
+```text
+https://mcp.airbyte.ai/mcp
+```
+
+Most clients that support remote MCP servers accept a JSON configuration like this:
+
+```json
+{
+  "mcpServers": {
+    "Airbyte Agent Engine MCP": {
+      "url": "https://mcp.airbyte.ai/mcp"
+    }
+  }
+}
+```
+
+When your client first connects, it detects that the server requires OAuth. It may or may not open your browser automatically. You may need to click a button to do this. Log in with your app.airbyte.ai account and grant access. After you authenticate, the MCP server's tools are available to your agent.
+
+</TabItem>
+</Tabs>
+
+## Example usage
+
+After you connect the MCP server, your agent can discover and call its tools automatically based on your prompts. The following examples show common actions.
+
+### Add a connector
+
+To connect a new data source, prompt your agent with the service you want to connect. The MCP can use any Airbyte [agent connector](../connectors). The agent handles the setup, including starting a browser-based credential flow where you enter your credentials securely.
+
+```text
+Connect my Linear account
+```
+
+The agent:
+
+1. Starts a credential flow and gives you a URL to visit.
+2. You visit the URL and enter your credentials in the browser.
+3. The agent confirms the connector was created and is ready to query.
+
+:::note
+Credentials are always entered in the browser, never in the chat.
+:::
+
+### Remove a connector
+
+To remove a connector you no longer need:
+
+```text
+Delete my Linear connector
+```
+
+### Query data
+
+After you connect a data source, prompt your agent. The agent discovers the available entities, understands their schemas, and executes the right queries.
+
+```text
+Show me the 10 most recent Gong calls
+```
+
+```text
+Find all open deals in Salesforce worth more than $50,000
+```
+
+```text
+List HubSpot contacts who were created this week
+```
+
+```text
+How many Zendesk tickets are in "open" status?
+```
+
+The agent uses field selection to return only the data you need, which reduces token usage and improves response quality.
+
+## How authentication works
+
+The MCP server uses a two-layer authentication model: one layer to authenticate you with the Airbyte Agent Engine, and a second layer to authenticate with each third-party service you connect.
+
+### Layer 1: Authenticating with the MCP server
+
+When your AI client first connects to the MCP server, it initiates an [OAuth 2.0](https://oauth.net/2/) authorization flow with Airbyte:
+
+```mermaid
+sequenceDiagram
+    participant Client as AI Client
+    participant Browser as Browser
+    participant Airbyte as Airbyte Agent Engine
+
+    Client->>Airbyte: Connect to MCP server
+    Airbyte-->>Client: Authentication required
+    Client->>Browser: Open Airbyte login page
+    Browser->>Airbyte: User logs in and grants access
+    Airbyte-->>Browser: Redirect with OAuth token
+    Browser-->>Client: OAuth token delivered
+    Client->>Airbyte: Authenticated MCP requests
+```
+
+1. Your client detects that the MCP server at `https://mcp.airbyte.ai/mcp` requires authentication.
+2. Your client opens a browser window to the Airbyte login page.
+3. You log in with your [Agent Engine](https://app.airbyte.ai) account (or create one).
+4. You grant the MCP server access to your Airbyte account.
+5. The browser redirects back to your client with an OAuth token.
+6. Your client stores the token and uses it for all subsequent MCP requests.
+
+This token authorizes the MCP server to act on your behalf within the Agent Engine. The token is scoped to your Airbyte account and organization, so the MCP server can only access connectors and data that belong to you. If the token expires, your client automatically triggers a new OAuth flow.
 
-## What the MCP server does
+### Layer 2: Authenticating with third-party services
 
-The MCP server sits between your agent and Airbyte's [agent connectors](../connectors/). It exposes each connector's operations as MCP tools that AI assistants can discover and call. When you prompt your agent, like `show me the 10 most recent Gong calls`, the agent calls the MCP server, which calls the connector, which calls the API.
+After you authenticate with the MCP server, you still need to connect each third-party service individually. When you ask your agent to connect a service (for example, "Connect my Salesforce account"), a second credential flow begins:
 
-The server handles:
+```mermaid
+sequenceDiagram
+    participant User as You
+    participant Agent as AI Agent
+    participant MCP as MCP Server
+    participant Browser as Browser
+    participant Service as Third-Party Service
 
-- Discovering available entities and actions from the connector
+    User->>Agent: "Connect my Salesforce account"
+    Agent->>MCP: Initiate credential flow
+    MCP-->>Agent: Credential URL
+    Agent-->>User: Visit this URL
+    User->>Browser: Open credential URL
+    Browser->>Service: OAuth consent or credential form
+    Note over Service: User authorizes access
+    Service-->>MCP: Credentials delivered
+    Note over MCP: Connector created
+    MCP-->>Agent: Connector ready
+    Agent-->>User: "Salesforce is connected"
+```
 
-- Executing operations and returning structured results
+1. The agent calls the MCP server to initiate a credential flow for the requested service.
+2. The MCP server returns a secure URL for you to visit in your browser.
+3. You open the URL and authenticate directly with the third-party service. Depending on the connector, this is either:
+   - An **OAuth consent screen** where you authorize Airbyte to access your account (used by services like Salesforce, HubSpot, GitHub, Google, and Slack), or
+   - A **credential form** where you enter an API key or access token (used by services like Stripe, Gong, and Linear).
+4. After you complete the flow, Airbyte securely stores your credentials and creates a connector.
+5. The agent confirms the connector is ready and you can begin querying data.
 
-- Truncating large text fields to reduce token usage
+:::note
+Your third-party credentials are always entered in the browser, never in the agent chat. Airbyte stores credentials securely on the server side and the MCP server never exposes them to the AI agent.
+:::
 
-- Field selection and exclusion to control what data the API returns
+Once a connector is created, the agent uses it for all subsequent queries to that service. You don't need to re-authenticate unless your credentials expire or are revoked by the third-party service.
 
-- Downloading binary content like call recordings
+## Troubleshooting
 
-## When to use the MCP server
+### MCP server authentication fails
 
-The MCP server is the fastest way to give an AI coding tool access to your data. It requires no code. You configure a YAML file, register the server, and start prompting.
+- Make sure you have an active account at [app.airbyte.ai](https://app.airbyte.ai).
+- Try logging out of your agent's MCP integration and reconnecting to trigger a fresh OAuth flow.
+- If you joined a new Airbyte organization, authenticate again to refresh your access.
+- If your client reports a token error, remove and re-add the MCP server to clear stored tokens.
 
-## How it works
+### Agent can't find the MCP server
 
-You configure each server instance with a YAML file that specifies which connector to use and how to authenticate. You can run a single connector per server, or use an [aggregate configuration](configuration#use-multiple-connectors-with-one-mcp-server) to run multiple connectors in one server.
+- Restart your agent after adding the MCP server configuration.
+- Verify the server URL is exactly `https://mcp.airbyte.ai/mcp` in your configuration.
+- Check that your client supports Streamable HTTP or OAuth-based MCP servers.
 
-The server supports two execution modes:
+### Connector credential flow doesn't complete
 
-- **Open source mode**: The server installs a connector package (from PyPI, a git URL, or a local path) and calls the third-party API directly using your credentials.
+- Make sure you visited the credential URL the agent provided and completed the form in the browser.
+- If the flow timed out, ask the agent to start a new credential flow.
 
-- **Hosted mode**: The server calls the Airbyte Cloud API, which manages credentials and provides additional capabilities like indexed search through the [context store](../platform/context-store).
+### ChatGPT doesn't show the "Create app" button
 
-A command line tool called `agent-engine` manages the full lifecycle:
+- Verify that Developer Mode is toggled on in **Settings** > **Apps** > **Advanced settings**.
+- Make sure your ChatGPT plan supports Developer Mode. It requires Pro, Plus, Business, Enterprise, or Education. Free plans don't have access.
+- After enabling Developer Mode, go back to the main **Apps** screen. The **Create app** button appears next to "Advanced settings."
 
-1. **Discover** connectors with `agent-engine connectors list-oss` or `agent-engine connectors list-cloud`.
+### ChatGPT can't connect to the MCP server
 
-2. **Configure** a connector with `agent-engine connectors configure`, which generates a YAML config file.
+- Confirm the server URL is exactly `https://mcp.airbyte.ai/mcp` with no trailing slash or extra path.
+- If the OAuth flow doesn't complete, try deleting the app in **Settings** > **Apps** and creating it again.
+- On Enterprise or Education plans, a workspace admin must enable the app before members can use it. Check with your admin if you see a permissions error.
 
-3. **Register** the server with your AI tool using `agent-engine mcp add-to`.
+### ChatGPT doesn't use the MCP server tools
 
-4. **Use** the server by prompting your AI tool with natural language questions.
+ChatGPT may not realize it has access to data through the MCP server. If ChatGPT ignores the MCP or tries to answer without using your connected data, instruct it directly. For example: *"Use the Airbyte MCP to discover tools that can help you work with my Salesforce connector."*
 
-## Get started
+### Queries return unexpected results
 
-Follow the [Agent Engine MCP server tutorial](../tutorials/quickstarts/tutorial-mcp-server) to install the MCP server, configure a connector, and register it with your AI tool. You can be up and running in about 5 minutes.
+- Ask the agent to describe the available entities before querying, so it picks the right one.
+- For time-based queries, the agent resolves relative dates like "this week" or "last month" automatically.
diff --git a/docs/ai-agents/mcp-server/troubleshooting.md b/docs/ai-agents/mcp-server/troubleshooting.md
deleted file mode 100644
index 40be5a802120..000000000000
--- a/docs/ai-agents/mcp-server/troubleshooting.md
+++ /dev/null
@@ -1,55 +0,0 @@
----
-sidebar_label: "Troubleshooting"
-sidebar_position: 5
----
-
-# Troubleshoot the MCP server
-
-This page covers common issues you may encounter when using the Agent Engine MCP server.
-
-## MCP server not found
-
-Your agent can't discover the MCP server's tools.
-
-- Ensure you restarted your agent after registering the server.
-- Verify the registration succeeded by checking your agent's MCP server list or configuration file.
-
-## Environment variable errors
-
-The MCP server fails to start or returns credential errors.
-
-- Verify your `.env` file is in the same directory where you run `agent-engine` commands.
-- Confirm the variable names in your `.env` file match the `${env.VAR_NAME}` placeholders in your YAML configuration.
-- Check that there are no extra spaces or characters in your `.env` values.
-
-## HTTP 401 errors
-
-Authentication failed.
-
-- **Open source mode**: Your API credential is invalid or expired. Generate a new credential from the third-party service and update your `.env` file.
-- **Hosted mode**: Your Agent Engine credentials are invalid. Run `uv run agent-engine login <organization-id>` to re-enter your Client ID and Secret.
-
-## HTTP 403 errors
-
-Authentication succeeded but the request is forbidden.
-
-- Your API credential doesn't have the required permissions. Check the third-party service's documentation for the scopes or roles your credential needs.
-
-## Long text fields are truncated
-
-For `list` and `search` results, the MCP server truncates text fields longer than 200 characters to reduce token usage. Truncated fields are marked with `[truncated]`. To get the full value:
-
-1. Use the `get` action with the record ID.
-2. If `get` is not available, retry the original query with `skip_truncation=true` and tight `select_fields` and `limit`.
-
-## Search returns no results
-
-If `search` returns no results but you expect data:
-
-- The `search` action only works in [hosted mode](configuration#hosted-mode) with the [context store](../platform/context-store) enabled. In open source mode, use `list` with date boundary parameters instead.
-- The search index may lag behind by hours. Try `list` with date boundary parameters instead.
-- Try `fuzzy` matching instead of `like` in your filter (e.g., `{"fuzzy": {"name": "search term"}}`).
-
-## Date range queries miss recent data
-
-When querying date ranges that include today, the search index may not have the latest records. Issue both a `search` call and a `list` call with date boundary parameters, then merge results and deduplicate by ID.
diff --git a/docs/ai-agents/mcp-server/usage.md b/docs/ai-agents/mcp-server/usage.md
deleted file mode 100644
index 8b1a0bbf51af..000000000000
--- a/docs/ai-agents/mcp-server/usage.md
+++ /dev/null
@@ -1,149 +0,0 @@
----
-sidebar_label: "Advanced use"
-sidebar_position: 3
----
-
-# Advanced use of the MCP server
-
-This page covers the MCP tools that the server exposes, field selection and exclusion, downloads, transport modes, and the terminal chat interface.
-
-## MCP tools reference
-
-When you register the MCP server with your agent, it exposes the following tools. Your agent discovers and calls these tools automatically based on your prompts.
-
-### `<connector>__execute`
-
-The primary tool. Executes an operation on a connector entity.
-
-| Parameter         | Type             | Description                                                                                                                                                                                                                                                       |
-| ----------------- | ---------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| `entity`          | string           | Entity name, like `users`, `calls`, or `issues`.                                                                                                                                                                                                                   |
-| `action`          | string           | Operation to perform: `list`, `get`, `search`, or `download`. The `search` action is available in [hosted mode](configuration#hosted-mode) and supports filtering, sorting, and pagination. The `list` action returns all records and is available in both modes.   |
-| `params`          | object or string | Operation parameters (varies by entity and action).                                                                                                                                                                                                                |
-| `select_fields`    | list of strings  | Fields to include in the response.                                                                                                                                                                                                                  |
-| `exclude_fields`   | list of strings  | Fields to remove from the response.                                                                                                                                                                                                                 |
-| `skip_truncation` | boolean          | Disable long-text truncation for list/search responses.                                                                                                                                                                                                            |
-
-### `<connector>__connector_info`
-
-Returns connector metadata including the connector name, version, and a list of available entities with their supported actions and parameters. Call this tool to discover what data the connector can access.
-
-### `<connector>__entity_schema`
-
-Returns the JSON schema for a specific entity. Call this tool to understand the structure of an entity's data before querying it.
-
-| Parameter | Type | Description |
-| --- | --- | --- |
-| `entity` | string | Entity name to get the schema for |
-
-### `get_instructions`
-
-Returns the built-in instructions for using the MCP server effectively, including best practices for action selection, field selection, query sizing, and date range handling.
-
-### `current_datetime`
-
-Returns the current date and time in ISO 8601 format (UTC). Agents should call this before any time-based query to get accurate date references.
-
-## Field selection and exclusion
-
-Every `execute` call should include either `select_fields` or `exclude_fields` to control what data is returned. This reduces token usage and improves response quality.
-
-### `select_fields` (allowlist)
-
-Returns only the specified fields:
-
-```text
-select_fields=["id", "title", "started", "primaryUserId"]
-```
-
-### `exclude_fields` (blocklist)
-
-Returns all fields except the specified ones:
-
-```text
-exclude_fields=["content", "interaction", "parties", "context"]
-```
-
-If you provide both, `select_fields` takes priority and `exclude_fields` is ignored.
-
-### Dot notation for nested fields
-
-Both `select_fields` and `exclude_fields` support dot notation to target nested fields:
-
-```text
-select_fields=["id", "title", "content.topics", "content.brief"]
-exclude_fields=["content.trackers", "interaction.speakers"]
-```
-
-## Downloads
-
-Some entities support a `download` action for binary content like call recordings. The MCP server saves downloaded files to a local directory and returns metadata about the saved file:
-
-```json
-{
-  "download": {
-    "file_path": "~/.airbyte_agent_mcp/downloads/call_audio_a1b2c3d4e5f6.mp3",
-    "size_bytes": 1048576,
-    "entity": "call_audio",
-    "message": "File downloaded and saved to: ~/.airbyte_agent_mcp/downloads/call_audio_a1b2c3d4e5f6.mp3 (1,048,576 bytes)."
-  }
-}
-```
-
-Files are saved to `~/.airbyte_agent_mcp/downloads/` (or `~/.airbyte_agent_mcp/orgs/<org-id>/downloads/` in hosted mode). The file name is generated from the entity name and a random identifier, and the extension is detected automatically from the file content.
-
-## Transport modes
-
-### stdio (default)
-
-The default transport mode. The MCP server communicates over standard input/output, which is how most AI coding tools expect to interact with MCP servers. This is what `agent-engine mcp add-to` configures.
-
-### HTTP
-
-For integrations that need an HTTP endpoint:
-
-```bash
-uv run agent-engine mcp serve connector-gong-package.yaml --transport http --port 8080
-```
-
-| Flag | Default | Description |
-| --- | --- | --- |
-| `--transport`, `-t` | `stdio` | Transport protocol (`stdio` or `http`) |
-| `--host`, `-h` | `127.0.0.1` | Host to bind to |
-| `--port`, `-p` | `8000` | Port to bind to |
-
-## Terminal chat
-
-The `agent-engine chat` command is a lightweight terminal agent for querying your connector data with natural language. It uses Claude to interpret your questions, call the MCP server tools, and return formatted answers without needing an IDE integration. This is useful for testing your connector setup or running ad-hoc data queries.
-
-`agent-engine chat` requires an `ANTHROPIC_API_KEY` environment variable and only supports Anthropic models. The default model is `claude-opus-4-6`. Use `--model` to select a different Anthropic model.
-
-### One-shot mode
-
-Pass a prompt as an argument to get a single response. Tool call progress is written to stderr, so you can pipe the final answer to a file:
-
-```bash
-uv run agent-engine chat connector-gong-package.yaml "show me 5 recent calls"
-```
-
-Use `--quiet` to hide tool call details and show only the final answer.
-
-```bash
-uv run agent-engine chat connector-gong-package.yaml "show me 5 recent calls" --quiet
-```
-
-You can also use an aggregate configuration.
-
-```bash
-uv run agent-engine chat connectors.yaml "show me 5 users from each system"
-```
-
-### Interactive REPL
-
-Omit the prompt to start an interactive session. The REPL maintains conversation history across turns, so you can ask follow-up questions.
-
-```bash
-uv run agent-engine chat connector-gong-package.yaml
-```
-
-Type `exit`, `quit`, or press Ctrl-C to end the session.
diff --git a/docs/ai-agents/tutorials/quickstarts/tutorial-mcp-server.md b/docs/ai-agents/tutorials/quickstarts/tutorial-mcp-server.md
deleted file mode 100644
index 563212df5787..000000000000
--- a/docs/ai-agents/tutorials/quickstarts/tutorial-mcp-server.md
+++ /dev/null
@@ -1,192 +0,0 @@
----
-sidebar_label: "Agent Engine MCP"
-sidebar_position: 4
----
-
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
-# Agent Engine MCP server tutorial
-
-In this tutorial, you install Airbyte's Agent Engine MCP server, configure a connector, and register the server with your agent. Once registered, you can use natural language to query your data sources. You don't have to write any code.
-
-This tutorial uses GitHub as an example, but you can substitute any [agent connector](../../connectors/) that Airbyte supports.
-
-## Overview
-
-This tutorial is for somewhat technical users who work with data and AI agents. You can complete it in about 5 minutes.
-
-The tutorial assumes you have basic familiarity with:
-
-- Python and package management with [uv](https://github.com/astral-sh/uv)
-
-- MCP servers
-
-## Before you start
-
-Before you begin this tutorial, ensure you have the following.
-
-- [Python](https://www.python.org/downloads/) version 3.13 or later
-
-- [uv](https://docs.astral.sh/uv/getting-started/installation/)
-
-- A [GitHub personal access token](https://github.com/settings/tokens). For this tutorial, a classic token with `repo` scope is sufficient.
-
-- An agent that supports MCP servers
-
-## Part 1: Create a project
-
-Create a directory for your MCP server configuration and initialize a `uv` project.
-
-```bash
-mkdir my-mcp-server && cd my-mcp-server
-uv init --python 3.13
-```
-
-Add `airbyte-agent-mcp` as a dependency. This installs the package and makes the `agent-engine` command-line tool available through `uv run`. You use `agent-engine` to discover connectors, generate configurations, and register the MCP server with your agent.
-
-```bash
-uv add airbyte-agent-mcp
-```
-
-## Part 2: List available connectors
-
-Run the following command to see the available open source connectors. This queries the Airbyte connector registry and displays a table of available connectors, their package names, versions, and definition IDs.
-
-```bash
-uv run agent-engine connectors list-oss
-```
-
-To filter connectors by name, use the `--pattern` flag
-
-```bash
-uv run agent-engine connectors list-oss --pattern github
-```
-
-## Part 3: Generate a connector configuration
-
-Generate a configuration file for the GitHub connector:
-
-```bash
-uv run agent-engine connectors configure --package airbyte-agent-github
-```
-
-This installs the connector package, inspects its authentication requirements, and generates a YAML configuration file called `connector-github-package.yaml`. The file looks like this:
-
-```yaml title="connector-github-package.yaml"
-connector:
-  package: airbyte-agent-github
-credentials:
-  access_token: ${env.GITHUB_ACCESS_TOKEN}
-```
-
-The `${env.GITHUB_ACCESS_TOKEN}` placeholder tells the MCP server to read the value from an environment variable. You set this in the next step.
-
-:::note
-Some connectors support multiple authentication methods. The `configure` command may include commented-out alternatives in the generated file. You only need to configure one method.
-:::
-
-## Part 4: Set your credentials
-
-Create a `.env` file in the same directory as your connector configuration. Replace the placeholder with your actual GitHub personal access token.
-
-```text title=".env"
-GITHUB_ACCESS_TOKEN=your-github-personal-access-token
-```
-
-The `agent-engine` command line tool automatically loads `.env` files from the current directory. The `${env.VAR}` syntax in your YAML configuration resolves to the values in this file.
-
-:::warning
-Never commit your `.env` file to version control. If you do this by mistake, rotate your secrets immediately.
-:::
-
-## Part 5: Register with your agent
-
-Register the MCP server with your preferred agent.
-
-<Tabs>
-<TabItem value="claude-code" label="Claude Code" default>
-
-This command runs `claude mcp add` under the hood and registers the server at the user scope.
-
-```bash
-uv run agent-engine mcp add-to claude-code connector-github-package.yaml
-```
-
-To register at the project scope instead, add `--scope project` to that command.
-
-</TabItem>
-<TabItem value="claude-desktop" label="Claude Desktop">
-
-This command modifies your Claude Desktop configuration file directly.
-
-```bash
-uv run agent-engine mcp add-to claude-desktop connector-github-package.yaml
-```
-
-</TabItem>
-<TabItem value="cursor" label="Cursor">
-
-This modifies the Cursor MCP configuration file.
-
-```bash
-uv run agent-engine mcp add-to cursor connector-github-package.yaml
-```
-
-To register at the project scope instead of user scope, add a `--scope project` flag.
-
-</TabItem>
-<TabItem value="codex" label="Codex">
-
-This command runs `codex mcp add` to register the server.
-
-```bash
-uv run agent-engine mcp add-to codex connector-github-package.yaml
-```
-
-</TabItem>
-</Tabs>
-
-You can optionally specify a custom name for the server with `--name`. If you don't specify a name, the server name is based on the connector. For example, `airbyte-github`.
-
-```bash
-uv run agent-engine mcp add-to claude-code connector-github-package.yaml --name my-server-name
-```
-
-## Part 6: Use the MCP server
-
-1. Restart your agent so it picks up the new MCP server registration.
-
-2. Once restarted, prompt your agent with natural language questions about your GitHub data. Try prompts like:
-
-    - `List the 5 most recent open issues in airbytehq/airbyte`
-
-    - `Show me the latest pull requests in my-org/my-repo`
-
-    - `What are the open issues assigned to octocat?`
-
-Your agent discovers the MCP server's tools automatically and calls them based on your prompts. The MCP server handles executing the connector operations and returning the results. If your agent fails to retrieve data, see [Troubleshoot the MCP server](../../mcp-server/troubleshooting).
-
-## Summary
-
-In this tutorial, you learned how to:
-
-- Set up a project with the Agent Engine MCP server
-
-- Discover available connectors with the `agent-engine` command line tool
-
-- Generate a connector configuration file
-
-- Set credentials using environment variables
-
-- Register the MCP server with your agent
-
-- Query data using natural language prompts
-
-## Next steps
-
-- Try other connectors. Run `uv run agent-engine connectors list-oss` to see all available connectors and repeat these steps with a different data source.
-
-- Learn how to [configure the MCP server](../../mcp-server/configuration) for advanced scenarios like Agent Engine hosted execution, git-based packages, and aggregate configurations with multiple connectors.
-
-- Learn about [field selection, downloads, and other advanced features](../../mcp-server/usage).
diff --git a/docs/community/contributing-to-airbyte/resources/qa-checks.md b/docs/community/contributing-to-airbyte/resources/qa-checks.md
index f08a2cbd7097..10a2f396439b 100644
--- a/docs/community/contributing-to-airbyte/resources/qa-checks.md
+++ b/docs/community/contributing-to-airbyte/resources/qa-checks.md
@@ -1,9 +1,7 @@
 # Airbyte connectors QA checks
 
 <!--
-THIS FILE IS GENERATED BY THE CONNECTORS-QA CLI. DO NOT EDIT THIS FILE MANUALLY. 
-IF YOU NEED TO EDIT IT, EDIT THE TEMPLATE: https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/templates/qa_checks.md.j2
-AND REGENERATE THE DOCS BY RUNNING `connectors-qa generate-documentation docs/community/contributing-to-airbyte/resources/qa-checks.md` FROM THE AIRBYTE REPO ROOT
+THIS FILE IS GENERATED BY THE CONNECTORS-QA CLI. DO NOT EDIT THIS FILE MANUALLY.
 -->
 
 This document is listing all the static-analysis checks that are performed on the Airbyte connectors.
@@ -54,7 +52,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 This check expects the following order of headers in the documentation:
 
@@ -143,7 +141,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 Check verifies that CONNECTOR_NAME_FROM_METADATA header section content follows standard template:
 
@@ -166,7 +164,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 Check verifies that For Airbyte Cloud: header section content follows standard template:
 
@@ -187,7 +185,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 Check verifies that For Airbyte Open Source: header section content follows standard template:
 
@@ -205,7 +203,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 Check verifies that Supported sync modes header section content follows standard template:
 
@@ -224,7 +222,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 Check verifies that Tutorials header section content follows standard template:
 
@@ -243,7 +241,7 @@ _Applies to connector with any support level_
 _Applies to connector with 300 internal support level_
 _Applies to connector with any Airbyte usage level_
 
-The user facing connector documentation should follow the guidelines defined in the [standard template](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/templates/template.md.j2).
+The user facing connector documentation should follow the guidelines defined in the standard template.
 
 Check verifies that Changelog header section content follows standard template:
 
diff --git a/docs/integrations/destinations/bigquery.md b/docs/integrations/destinations/bigquery.md
index 2a33506c375a..ad81617ceb45 100644
--- a/docs/integrations/destinations/bigquery.md
+++ b/docs/integrations/destinations/bigquery.md
@@ -250,94 +250,96 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 
 | Version     | Date       | Pull Request                                               | Subject                                                                                                                                                                           |
 |:------------|:-----------|:-----------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 3.0.17      | 2026-01-28 | [72427](https://github.com/airbytehq/airbyte/pull/72427) | Finalize upgrade CDK to 0.2.0                                                                                                                                                     |
+| 3.0.18 | 2026-03-31 | [75913](https://github.com/airbytehq/airbyte/pull/75913) | Finalize upgrade BigQuery Cloud dependencies and CDK version |
+| 3.0.18-rc.1 | 2026-03-27 | [75541](https://github.com/airbytehq/airbyte/pull/75541) | Upgrade BigQuery Cloud dependencies and CDK version |
+| 3.0.17 | 2026-01-28 | [72427](https://github.com/airbytehq/airbyte/pull/72427) | Finalize upgrade CDK to 0.2.0 |
 | 3.0.17-rc.1 | 2026-01-26 | [72296](https://github.com/airbytehq/airbyte/pull/72296) | Upgrade CDK to 0.2.0 |
 | 3.0.16 | 2025-11-25 | [67401](https://github.com/airbytehq/airbyte/pull/67401) | Add backticks to column names in SQL generation to prevent syntax errors. |
 | 3.0.15 | 2025-11-13 | [69307](https://github.com/airbytehq/airbyte/pull/69307) | Handle out-of-range timestamps/times. |
 | 3.0.14 | 2025-11-11 | [69231](https://github.com/airbytehq/airbyte/pull/69231) | Upgrade to Bulk CDK 0.1.74. |
 | 3.0.13 | 2025-11-05 | [69126](https://github.com/airbytehq/airbyte/pull/69126) | Upgrade to Bulk CDK 0.1.61. |
-| 3.0.12      | 2025-10-31 | [69083](https://github.com/airbytehq/airbyte/pull/69083) | Fail loudly if Bigquery detects bad records. |
-| 3.0.11      | 2025-10-28 | [68671](https://github.com/airbytehq/airbyte/pull/68671) | Log record count per load job. |
-| 3.0.10      | 2025-10-21 | [67153](https://github.com/airbytehq/airbyte/pull/67153) | Implement new proto schema implementation |
-| 3.0.9       | 2025-10-17 | [68152](https://github.com/airbytehq/airbyte/pull/68152) | Update to new TableOperationsClient interface.                                                                                                                                    |
-| 3.0.8       | 2025-10-06 | [67078](https://github.com/airbytehq/airbyte/pull/67078) | Remove memory limit for sync jobs to improve performance and resource utilization.                                                                                                |
-| 3.0.7       | 2025-09-03 | [65905](https://github.com/airbytehq/airbyte/pull/65905) | Promoting release candidate 3.0.7-rc.1 to a main version.                                                                                                                         |
-| 3.0.7-rc.1  | 2025-08-27 | [65114](https://github.com/airbytehq/airbyte/pull/65114)   | Implement SOCKET+PROTO mode support.                                                                                                                                              |
-| 3.0.6       | 2025-07-24 | [63700](https://github.com/airbytehq/airbyte/pull/63700)   | Improve error reporting for Billing errors.                                                                                                                                       |
-| 3.0.5       | 2025-07-15 | [63312](https://github.com/airbytehq/airbyte/pull/63312)   | Pull in upstream fix to support null chars in GCS staging mode.                                                                                                                   |
-| 3.0.4       | 2025-07-15 | [63327](https://github.com/airbytehq/airbyte/pull/63327)   | Improve error reporting for Billing errors.                                                                                                                                       |
-| 3.0.3       | 2025-07-02 | [62495](https://github.com/airbytehq/airbyte/pull/62495)   | Improve error reporting for misconfigured connections; improve support for complex types.                                                                                         |
-| 3.0.2       | 2025-06-26 | [62106](https://github.com/airbytehq/airbyte/pull/62106)   | Improve error reporting during schema evolution.                                                                                                                                  |
-| 3.0.1       | 2025-06-26 | [62085](https://github.com/airbytehq/airbyte/pull/62085)   | Correctly handle stream names/namespaces and column names which start with a digit.                                                                                               |
-| 3.0.0       | 2025-06-25 | [59752](https://github.com/airbytehq/airbyte/pull/59752)   | Upgrade to direct-load tables; add option for soft CDC deletes.                                                                                                                   |
-| 2.12.4      | 2025-06-24 | [62045](https://github.com/airbytehq/airbyte/pull/62045)   | Promoting release candidate 2.12.4-rc.6 to a main version.                                                                                                                        |
-| 2.12.4-rc.6 | 2025-06-24 | [62041](https://github.com/airbytehq/airbyte/pull/62041)   | 2.12.4 RC 6 More retries is better retries                                                                                                                                        |
-| 2.12.4-rc.5 | 2025-06-23 | [62016](https://github.com/airbytehq/airbyte/pull/62016)   | 2.12.4 RC 5 Handle records up to 20MiB                                                                                                                                            |
-| 2.12.4-rc.4 | 2025-06-23 | [62014](https://github.com/airbytehq/airbyte/pull/62014)   | 2.12.4 RC 4 Improve JSON schema parser's behavior on invalid source schemas                                                                                                       |
-| 2.12.4-rc.3 | 2025-06-18 | [61702](https://github.com/airbytehq/airbyte/pull/61702)   | 2.12.4 RC 3 Fix an issue with streams with special chars on bulk loader                                                                                                           |
-| 2.12.4-rc.2 | 2025-06-18 | [61700](https://github.com/airbytehq/airbyte/pull/61700)   | 2.12.4 RC 2 (throw more informative error on invalid catalog)                                                                                                                     |
-| 2.12.4-rc.1 | 2025-06-16 | [61637](https://github.com/airbytehq/airbyte/pull/61637)   | 2.12.4 RC 1 (theoretically equivalent to 2.12.0, but with fixed global state handling in CDK)                                                                                     |
-| 2.12.3      | 2025-06-16 | [61648](https://github.com/airbytehq/airbyte/pull/61648)   | This is not the release you are looking for. identical to 2.10.2                                                                                                                  |
-| 2.12.1      | 2025-06-13 | [61588](https://github.com/airbytehq/airbyte/pull/61588)   | ~~Publish version to account for possible duplicate publishing in pipeline. Noop change.~~ WARNING: THIS HAS A BUG. DO NOT USE.                                                   |
-| 2.12.0      | 2025-06-06 | [61432](https://github.com/airbytehq/airbyte/pull/61432)   | Improve performance in GCS staging mode by writing GZIP-compressed files.                                                                                                         |
-| 2.11.4      | 2025-05-30 | [61018](https://github.com/airbytehq/airbyte/pull/61018)   | Always emit a useful error message when erroring during sync startup.                                                                                                             |
-| 2.11.3      | 2025-06-02 | [61321](https://github.com/airbytehq/airbyte/pull/61321)   | CHECK operation doesn't need to drop the dataset anymore.                                                                                                                         |
-| 2.11.2      | 2025-05-29 | [60986](https://github.com/airbytehq/airbyte/pull/60986)   | CHECK operation uses configured default dataset instead of `airbyte_internal_test`.                                                                                               |
-| 2.11.1      | 2025-05-29 | [60973](https://github.com/airbytehq/airbyte/pull/60973)   | Improve error recovery when a stream's sync mode and schema are both changed and the previous sync exited uncleanly.                                                              |
-| 2.11.0      | 2025-05-27 | [60922](https://github.com/airbytehq/airbyte/pull/60922)   | Promoting release candidate 2.11.0-rc.7 to a main version.                                                                                                                        |
-| 2.11.0-rc.7 | 2025-05-22 | [60865](https://github.com/airbytehq/airbyte/pull/60865)   | Add a random element to the check sync namespace                                                                                                                                  |
-| 2.11.0-rc.6 | 2025-05-22 | [60859](https://github.com/airbytehq/airbyte/pull/60859)   | Improve bigquery quota usage in standard inserts for streams with heavy load                                                                                                      |
-| 2.11.0-rc.5 | 2025-05-21 | [60841](https://github.com/airbytehq/airbyte/pull/60841)   | Improve behavior in syncs with many state messages                                                                                                                                |
-| 2.11.0-rc.4 | 2025-05-19 | [60791](https://github.com/airbytehq/airbyte/pull/60791)   | Fix bug in detecting schema change when stream has no columns                                                                                                                     |
-| 2.11.0-rc.3 | 2025-05-16 | [60324](https://github.com/airbytehq/airbyte/pull/60324)   | Fix bug in syncs with many state message                                                                                                                                          |
-| 2.11.0-rc.2 | 2025-05-15 | [60302](https://github.com/airbytehq/airbyte/pull/60302)   | Fix bugs in handling special characters / uppercase characters in column names                                                                                                    |
-| 2.11.0-rc.1 | 2025-05-08 | [59729](https://github.com/airbytehq/airbyte/pull/59729)   | Version 2.11.0 RC 1                                                                                                                                                               |
-| 2.10.2      | 2025-04-29 | [59142](https://github.com/airbytehq/airbyte/pull/59142)   | Add `europe-north2` region.                                                                                                                                                       |
-| 2.10.1      | 2025-04-14 | [57569](https://github.com/airbytehq/airbyte/pull/57569)   | Remove StringSubstitutor usage                                                                                                                                                    |
-| 2.10.0      | 2025-04-02 | [56982](https://github.com/airbytehq/airbyte/pull/56982)   | Change default raw table partitioning scheme to be on `_airbyte_extracted_at`; upgrade CDK                                                                                        |
-| 2.9.3       | 2025-03-24 | [56355](https://github.com/airbytehq/airbyte/pull/56355)   | Upgrade to airbyte/java-connector-base:2.0.1 to be M4 compatible.                                                                                                                 |
-| 2.9.2       | 2025-01-10 | [51482](https://github.com/airbytehq/airbyte/pull/51482)   | Use a non root base image                                                                                                                                                         |
-| 2.9.1       | 2024-12-18 | [49902](https://github.com/airbytehq/airbyte/pull/49902)   | Use a base image: airbyte/java-connector-base:1.0.0                                                                                                                               |
-| 2.9.0       | 2024-09-18 | [45433](https://github.com/airbytehq/airbyte/pull/45433)   | upgrade all dependencies                                                                                                                                                          |
-| 2.8.9       | 2024-08-20 | [44476](https://github.com/airbytehq/airbyte/pull/44476)   | Increase message parsing limit to 100mb                                                                                                                                           |
-| 2.8.8       | 2024-08-22 | [44526](https://github.com/airbytehq/airbyte/pull/44526)   | Revert protocol compliance fix                                                                                                                                                    |
-| 2.8.7       | 2024-08-15 | [42504](https://github.com/airbytehq/airbyte/pull/42504)   | Fix bug in refreshes logic (already mitigated in platform, just fixing protocol compliance)                                                                                       |
-| 2.8.6       | 2024-07-30 | [42511](https://github.com/airbytehq/airbyte/pull/42511)   | Added a copy operation to validate copy permissions in the check function                                                                                                         |
-| 2.8.5       | 2024-07-22 | [42407](https://github.com/airbytehq/airbyte/pull/42407)   | Batched Standard Inserts is default loading mode                                                                                                                                  |
-| 2.8.4       | 2024-07-15 | [41968](https://github.com/airbytehq/airbyte/pull/41968)   | Don't hang forever on empty stream list; shorten error message on INCOMPLETE stream status                                                                                        |
-| 2.8.3       | 2024-07-12 | [41674](https://github.com/airbytehq/airbyte/pull/41674)   | Upgrade to latest CDK                                                                                                                                                             |
-| 2.8.2       | 2024-07-08 | [41041](https://github.com/airbytehq/airbyte/pull/41041)   | Fix resume logic in truncate refreshes to prevent data loss                                                                                                                       |
-| 2.8.1       | 2024-06-25 | [39379](https://github.com/airbytehq/airbyte/pull/39379)   | Removing requirement of a redundant permission bigquery.datasets.create permission                                                                                                |
-| 2.8.0       | 2024-06-21 | [39904](https://github.com/airbytehq/airbyte/pull/39904)   | Convert all production code to kotlin                                                                                                                                             |
-| 2.7.1       | 2024-06-17 | [39526](https://github.com/airbytehq/airbyte/pull/39526)   | Internal code change for improved error reporting in case of source/platform failure (`INCOMPLETE` stream status / empty ConfiguredCatalog).                                      |
-| 2.7.0       | 2024-06-17 | [38713](https://github.com/airbytehq/airbyte/pull/38713)   | Support for [refreshes](/platform/operator-guides/refreshes) and resumable full refresh. WARNING: You must upgrade to platform 0.63.7 before upgrading to this connector version. |
-| 2.6.3       | 2024-06-10 | [38331](https://github.com/airbytehq/airbyte/pull/38331)   | Internal code changes in preparation for future feature release                                                                                                                   |
-| 2.6.2       | 2024-06-07 | [38764](https://github.com/airbytehq/airbyte/pull/38764)   | Increase message length limit to 50MiB                                                                                                                                            |
-| 2.6.1       | 2024-05-29 | [38770](https://github.com/airbytehq/airbyte/pull/38770)   | Internal code change (switch to CDK artifact)                                                                                                                                     |
-| 2.6.0       | 2024-05-28 | [38359](https://github.com/airbytehq/airbyte/pull/38359)   | Propagate airbyte_meta from sources; add generation_id column                                                                                                                     |
-| 2.5.1       | 2024-05-22 | [38591](https://github.com/airbytehq/airbyte/pull/38591)   | Bugfix to include forward-slash when cleaning up stage                                                                                                                            |
-| 2.5.0       | 2024-05-22 | [38132](https://github.com/airbytehq/airbyte/pull/38132)   | Major rewrite of existing code, Adapting to CDK changes introduced in [38107](https://github.com/airbytehq/airbyte/pull/38107)                                                    |
-| 2.4.20      | 2024-05-13 | [38131](https://github.com/airbytehq/airbyte/pull/38131)   | Cleanup `BigQueryWriteConfig` and reuse `StreamConfig`; Adapt to `StreamConfig` signature changes                                                                                 |
-| 2.4.19      | 2024-05-10 | [38125](https://github.com/airbytehq/airbyte/pull/38125)   | adopt latest CDK code                                                                                                                                                             |
-| 2.4.18      | 2024-05-10 | [38111](https://github.com/airbytehq/airbyte/pull/38111)   | No functional changes, deleting unused code                                                                                                                                       |
-| 2.4.17      | 2024-05-09 | [38098](https://github.com/airbytehq/airbyte/pull/38098)   | Internal build structure change                                                                                                                                                   |
-| 2.4.16      | 2024-05-08 | [37714](https://github.com/airbytehq/airbyte/pull/37714)   | Adopt CDK 0.34.0                                                                                                                                                                  |
-| 2.4.15      | 2024-05-07 | [34611](https://github.com/airbytehq/airbyte/pull/34611)   | Adopt CDK 0.33.2                                                                                                                                                                  |
-| 2.4.14      | 2024-02-25 | [37584](https://github.com/airbytehq/airbyte/pull/37584)   | Remove unused insecure dependencies from CDK                                                                                                                                      |
-| 2.4.13      | 2024-02-25 | [36899](https://github.com/airbytehq/airbyte/pull/36899)   | adopt latest CDK                                                                                                                                                                  |
-| 2.4.12      | 2024-03-04 | [35315](https://github.com/airbytehq/airbyte/pull/35315)   | Adopt CDK 0.23.11                                                                                                                                                                 |
-| 2.4.11      | 2024-02-22 | [35569](https://github.com/airbytehq/airbyte/pull/35569)   | Fix logging bug.                                                                                                                                                                  |
-| 2.4.10      | 2024-02-15 | [35240](https://github.com/airbytehq/airbyte/pull/35240)   | Adopt CDK 0.20.9                                                                                                                                                                  |
-| 2.4.9       | 2024-02-15 | [35285](https://github.com/airbytehq/airbyte/pull/35285)   | Adopt CDK 0.20.8                                                                                                                                                                  |
-| 2.4.8       | 2024-02-12 | [35144](https://github.com/airbytehq/airbyte/pull/35144)   | Adopt CDK 0.20.2                                                                                                                                                                  |
-| 2.4.7       | 2024-02-12 | [35111](https://github.com/airbytehq/airbyte/pull/35111)   | Adopt CDK 0.20.1                                                                                                                                                                  |
-| 2.4.6       | 2024-02-09 | [34575](https://github.com/airbytehq/airbyte/pull/34575)   | Adopt CDK 0.20.0                                                                                                                                                                  |
-| 2.4.5       | 2024-02-08 | [34745](https://github.com/airbytehq/airbyte/pull/34745)   | Adopt CDK 0.19.0                                                                                                                                                                  |
-| 2.4.4       | 2024-02-08 | [35027](https://github.com/airbytehq/airbyte/pull/35027)   | Upgrade CDK to 0.17.1                                                                                                                                                             |
-| 2.4.3       | 2024-02-01 | [34728](https://github.com/airbytehq/airbyte/pull/34728)   | Upgrade CDK to 0.16.4; Notable changes from 0.14.2, 0.15.1 and 0.16.3                                                                                                             |
-| 2.4.2       | 2024-01-24 | [34451](https://github.com/airbytehq/airbyte/pull/34451)   | Improve logging for unparseable input                                                                                                                                             |
-| 2.4.1       | 2024-01-24 | [34458](https://github.com/airbytehq/airbyte/pull/34458)   | Improve error reporting                                                                                                                                                           |
-| 2.4.0       | 2024-01-24 | [34468](https://github.com/airbytehq/airbyte/pull/34468)   | Upgrade CDK to 0.14.0                                                                                                                                                             |
+| 3.0.12 | 2025-10-31 | [69083](https://github.com/airbytehq/airbyte/pull/69083) | Fail loudly if Bigquery detects bad records. |
+| 3.0.11 | 2025-10-28 | [68671](https://github.com/airbytehq/airbyte/pull/68671) | Log record count per load job. |
+| 3.0.10 | 2025-10-21 | [67153](https://github.com/airbytehq/airbyte/pull/67153) | Implement new proto schema implementation |
+| 3.0.9 | 2025-10-17 | [68152](https://github.com/airbytehq/airbyte/pull/68152) | Update to new TableOperationsClient interface. |
+| 3.0.8 | 2025-10-06 | [67078](https://github.com/airbytehq/airbyte/pull/67078) | Remove memory limit for sync jobs to improve performance and resource utilization. |
+| 3.0.7 | 2025-09-03 | [65905](https://github.com/airbytehq/airbyte/pull/65905) | Promoting release candidate 3.0.7-rc.1 to a main version. |
+| 3.0.7-rc.1 | 2025-08-27 | [65114](https://github.com/airbytehq/airbyte/pull/65114) | Implement SOCKET+PROTO mode support. |
+| 3.0.6 | 2025-07-24 | [63700](https://github.com/airbytehq/airbyte/pull/63700) | Improve error reporting for Billing errors. |
+| 3.0.5 | 2025-07-15 | [63312](https://github.com/airbytehq/airbyte/pull/63312) | Pull in upstream fix to support null chars in GCS staging mode. |
+| 3.0.4 | 2025-07-15 | [63327](https://github.com/airbytehq/airbyte/pull/63327) | Improve error reporting for Billing errors. |
+| 3.0.3 | 2025-07-02 | [62495](https://github.com/airbytehq/airbyte/pull/62495) | Improve error reporting for misconfigured connections; improve support for complex types. |
+| 3.0.2 | 2025-06-26 | [62106](https://github.com/airbytehq/airbyte/pull/62106) | Improve error reporting during schema evolution. |
+| 3.0.1 | 2025-06-26 | [62085](https://github.com/airbytehq/airbyte/pull/62085) | Correctly handle stream names/namespaces and column names which start with a digit. |
+| 3.0.0 | 2025-06-25 | [59752](https://github.com/airbytehq/airbyte/pull/59752) | Upgrade to direct-load tables; add option for soft CDC deletes. |
+| 2.12.4 | 2025-06-24 | [62045](https://github.com/airbytehq/airbyte/pull/62045) | Promoting release candidate 2.12.4-rc.6 to a main version. |
+| 2.12.4-rc.6 | 2025-06-24 | [62041](https://github.com/airbytehq/airbyte/pull/62041) | 2.12.4 RC 6 More retries is better retries |
+| 2.12.4-rc.5 | 2025-06-23 | [62016](https://github.com/airbytehq/airbyte/pull/62016) | 2.12.4 RC 5 Handle records up to 20MiB |
+| 2.12.4-rc.4 | 2025-06-23 | [62014](https://github.com/airbytehq/airbyte/pull/62014) | 2.12.4 RC 4 Improve JSON schema parser's behavior on invalid source schemas |
+| 2.12.4-rc.3 | 2025-06-18 | [61702](https://github.com/airbytehq/airbyte/pull/61702) | 2.12.4 RC 3 Fix an issue with streams with special chars on bulk loader |
+| 2.12.4-rc.2 | 2025-06-18 | [61700](https://github.com/airbytehq/airbyte/pull/61700) | 2.12.4 RC 2 (throw more informative error on invalid catalog) |
+| 2.12.4-rc.1 | 2025-06-16 | [61637](https://github.com/airbytehq/airbyte/pull/61637) | 2.12.4 RC 1 (theoretically equivalent to 2.12.0, but with fixed global state handling in CDK) |
+| 2.12.3 | 2025-06-16 | [61648](https://github.com/airbytehq/airbyte/pull/61648) | This is not the release you are looking for. identical to 2.10.2 |
+| 2.12.1 | 2025-06-13 | [61588](https://github.com/airbytehq/airbyte/pull/61588) | ~~Publish version to account for possible duplicate publishing in pipeline. Noop change.~~ WARNING: THIS HAS A BUG. DO NOT USE. |
+| 2.12.0 | 2025-06-06 | [61432](https://github.com/airbytehq/airbyte/pull/61432) | Improve performance in GCS staging mode by writing GZIP-compressed files. |
+| 2.11.4 | 2025-05-30 | [61018](https://github.com/airbytehq/airbyte/pull/61018) | Always emit a useful error message when erroring during sync startup. |
+| 2.11.3 | 2025-06-02 | [61321](https://github.com/airbytehq/airbyte/pull/61321) | CHECK operation doesn't need to drop the dataset anymore. |
+| 2.11.2 | 2025-05-29 | [60986](https://github.com/airbytehq/airbyte/pull/60986) | CHECK operation uses configured default dataset instead of `airbyte_internal_test`. |
+| 2.11.1 | 2025-05-29 | [60973](https://github.com/airbytehq/airbyte/pull/60973) | Improve error recovery when a stream's sync mode and schema are both changed and the previous sync exited uncleanly. |
+| 2.11.0 | 2025-05-27 | [60922](https://github.com/airbytehq/airbyte/pull/60922) | Promoting release candidate 2.11.0-rc.7 to a main version. |
+| 2.11.0-rc.7 | 2025-05-22 | [60865](https://github.com/airbytehq/airbyte/pull/60865) | Add a random element to the check sync namespace |
+| 2.11.0-rc.6 | 2025-05-22 | [60859](https://github.com/airbytehq/airbyte/pull/60859) | Improve bigquery quota usage in standard inserts for streams with heavy load |
+| 2.11.0-rc.5 | 2025-05-21 | [60841](https://github.com/airbytehq/airbyte/pull/60841) | Improve behavior in syncs with many state messages |
+| 2.11.0-rc.4 | 2025-05-19 | [60791](https://github.com/airbytehq/airbyte/pull/60791) | Fix bug in detecting schema change when stream has no columns |
+| 2.11.0-rc.3 | 2025-05-16 | [60324](https://github.com/airbytehq/airbyte/pull/60324) | Fix bug in syncs with many state message |
+| 2.11.0-rc.2 | 2025-05-15 | [60302](https://github.com/airbytehq/airbyte/pull/60302) | Fix bugs in handling special characters / uppercase characters in column names |
+| 2.11.0-rc.1 | 2025-05-08 | [59729](https://github.com/airbytehq/airbyte/pull/59729) | Version 2.11.0 RC 1 |
+| 2.10.2 | 2025-04-29 | [59142](https://github.com/airbytehq/airbyte/pull/59142) | Add `europe-north2` region. |
+| 2.10.1 | 2025-04-14 | [57569](https://github.com/airbytehq/airbyte/pull/57569) | Remove StringSubstitutor usage |
+| 2.10.0 | 2025-04-02 | [56982](https://github.com/airbytehq/airbyte/pull/56982) | Change default raw table partitioning scheme to be on `_airbyte_extracted_at`; upgrade CDK |
+| 2.9.3 | 2025-03-24 | [56355](https://github.com/airbytehq/airbyte/pull/56355) | Upgrade to airbyte/java-connector-base:2.0.1 to be M4 compatible. |
+| 2.9.2 | 2025-01-10 | [51482](https://github.com/airbytehq/airbyte/pull/51482) | Use a non root base image |
+| 2.9.1 | 2024-12-18 | [49902](https://github.com/airbytehq/airbyte/pull/49902) | Use a base image: airbyte/java-connector-base:1.0.0 |
+| 2.9.0 | 2024-09-18 | [45433](https://github.com/airbytehq/airbyte/pull/45433) | upgrade all dependencies |
+| 2.8.9 | 2024-08-20 | [44476](https://github.com/airbytehq/airbyte/pull/44476) | Increase message parsing limit to 100mb |
+| 2.8.8 | 2024-08-22 | [44526](https://github.com/airbytehq/airbyte/pull/44526) | Revert protocol compliance fix |
+| 2.8.7 | 2024-08-15 | [42504](https://github.com/airbytehq/airbyte/pull/42504) | Fix bug in refreshes logic (already mitigated in platform, just fixing protocol compliance) |
+| 2.8.6 | 2024-07-30 | [42511](https://github.com/airbytehq/airbyte/pull/42511) | Added a copy operation to validate copy permissions in the check function |
+| 2.8.5 | 2024-07-22 | [42407](https://github.com/airbytehq/airbyte/pull/42407) | Batched Standard Inserts is default loading mode |
+| 2.8.4 | 2024-07-15 | [41968](https://github.com/airbytehq/airbyte/pull/41968) | Don't hang forever on empty stream list; shorten error message on INCOMPLETE stream status |
+| 2.8.3 | 2024-07-12 | [41674](https://github.com/airbytehq/airbyte/pull/41674) | Upgrade to latest CDK |
+| 2.8.2 | 2024-07-08 | [41041](https://github.com/airbytehq/airbyte/pull/41041) | Fix resume logic in truncate refreshes to prevent data loss |
+| 2.8.1 | 2024-06-25 | [39379](https://github.com/airbytehq/airbyte/pull/39379) | Removing requirement of a redundant permission bigquery.datasets.create permission |
+| 2.8.0 | 2024-06-21 | [39904](https://github.com/airbytehq/airbyte/pull/39904) | Convert all production code to kotlin |
+| 2.7.1 | 2024-06-17 | [39526](https://github.com/airbytehq/airbyte/pull/39526) | Internal code change for improved error reporting in case of source/platform failure (`INCOMPLETE` stream status / empty ConfiguredCatalog). |
+| 2.7.0 | 2024-06-17 | [38713](https://github.com/airbytehq/airbyte/pull/38713) | Support for [refreshes](/platform/operator-guides/refreshes) and resumable full refresh. WARNING: You must upgrade to platform 0.63.7 before upgrading to this connector version. |
+| 2.6.3 | 2024-06-10 | [38331](https://github.com/airbytehq/airbyte/pull/38331) | Internal code changes in preparation for future feature release |
+| 2.6.2 | 2024-06-07 | [38764](https://github.com/airbytehq/airbyte/pull/38764) | Increase message length limit to 50MiB |
+| 2.6.1 | 2024-05-29 | [38770](https://github.com/airbytehq/airbyte/pull/38770) | Internal code change (switch to CDK artifact) |
+| 2.6.0 | 2024-05-28 | [38359](https://github.com/airbytehq/airbyte/pull/38359) | Propagate airbyte_meta from sources; add generation_id column |
+| 2.5.1 | 2024-05-22 | [38591](https://github.com/airbytehq/airbyte/pull/38591) | Bugfix to include forward-slash when cleaning up stage |
+| 2.5.0 | 2024-05-22 | [38132](https://github.com/airbytehq/airbyte/pull/38132) | Major rewrite of existing code, Adapting to CDK changes introduced in [38107](https://github.com/airbytehq/airbyte/pull/38107) |
+| 2.4.20 | 2024-05-13 | [38131](https://github.com/airbytehq/airbyte/pull/38131) | Cleanup `BigQueryWriteConfig` and reuse `StreamConfig`; Adapt to `StreamConfig` signature changes |
+| 2.4.19 | 2024-05-10 | [38125](https://github.com/airbytehq/airbyte/pull/38125) | adopt latest CDK code |
+| 2.4.18 | 2024-05-10 | [38111](https://github.com/airbytehq/airbyte/pull/38111) | No functional changes, deleting unused code |
+| 2.4.17 | 2024-05-09 | [38098](https://github.com/airbytehq/airbyte/pull/38098) | Internal build structure change |
+| 2.4.16 | 2024-05-08 | [37714](https://github.com/airbytehq/airbyte/pull/37714) | Adopt CDK 0.34.0 |
+| 2.4.15 | 2024-05-07 | [34611](https://github.com/airbytehq/airbyte/pull/34611) | Adopt CDK 0.33.2 |
+| 2.4.14 | 2024-02-25 | [37584](https://github.com/airbytehq/airbyte/pull/37584) | Remove unused insecure dependencies from CDK |
+| 2.4.13 | 2024-02-25 | [36899](https://github.com/airbytehq/airbyte/pull/36899) | adopt latest CDK |
+| 2.4.12 | 2024-03-04 | [35315](https://github.com/airbytehq/airbyte/pull/35315) | Adopt CDK 0.23.11 |
+| 2.4.11 | 2024-02-22 | [35569](https://github.com/airbytehq/airbyte/pull/35569) | Fix logging bug. |
+| 2.4.10 | 2024-02-15 | [35240](https://github.com/airbytehq/airbyte/pull/35240) | Adopt CDK 0.20.9 |
+| 2.4.9 | 2024-02-15 | [35285](https://github.com/airbytehq/airbyte/pull/35285) | Adopt CDK 0.20.8 |
+| 2.4.8 | 2024-02-12 | [35144](https://github.com/airbytehq/airbyte/pull/35144) | Adopt CDK 0.20.2 |
+| 2.4.7 | 2024-02-12 | [35111](https://github.com/airbytehq/airbyte/pull/35111) | Adopt CDK 0.20.1 |
+| 2.4.6 | 2024-02-09 | [34575](https://github.com/airbytehq/airbyte/pull/34575) | Adopt CDK 0.20.0 |
+| 2.4.5 | 2024-02-08 | [34745](https://github.com/airbytehq/airbyte/pull/34745) | Adopt CDK 0.19.0 |
+| 2.4.4 | 2024-02-08 | [35027](https://github.com/airbytehq/airbyte/pull/35027) | Upgrade CDK to 0.17.1 |
+| 2.4.3 | 2024-02-01 | [34728](https://github.com/airbytehq/airbyte/pull/34728) | Upgrade CDK to 0.16.4; Notable changes from 0.14.2, 0.15.1 and 0.16.3 |
+| 2.4.2 | 2024-01-24 | [34451](https://github.com/airbytehq/airbyte/pull/34451) | Improve logging for unparseable input |
+| 2.4.1 | 2024-01-24 | [34458](https://github.com/airbytehq/airbyte/pull/34458) | Improve error reporting |
+| 2.4.0 | 2024-01-24 | [34468](https://github.com/airbytehq/airbyte/pull/34468) | Upgrade CDK to 0.14.0 |
 | 2.3.31      | 2024-01-22 | [\#34023](https://github.com/airbytehq/airbyte/pull/34023) | Combine DDL operations into a single execution                                                                                                                                    |
 | 2.3.30      | 2024-01-12 | [\#34226](https://github.com/airbytehq/airbyte/pull/34226) | Upgrade CDK to 0.12.0; Cleanup dependencies                                                                                                                                       |
 | 2.3.29      | 2024-01-09 | [\#34003](https://github.com/airbytehq/airbyte/pull/34003) | Fix loading credentials from GCP Env                                                                                                                                              |
diff --git a/docs/integrations/destinations/gcs-data-lake.md b/docs/integrations/destinations/gcs-data-lake.md
index 7f745aab3c97..a5e1d06234cd 100644
--- a/docs/integrations/destinations/gcs-data-lake.md
+++ b/docs/integrations/destinations/gcs-data-lake.md
@@ -218,6 +218,7 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 
 | Version | Date       | Pull Request                                                 | Subject                                                                               |
 |:--------|:-----------|:-------------------------------------------------------------|:--------------------------------------------------------------------------------------|
+| 1.0.8   | 2026-03-30 | [75630](https://github.com/airbytehq/airbyte/pull/75630)     | Upgrade CDK to 1.0.7: fix sort order handling during schema evolution.                |
 | 1.0.7   | 2026-02-04 | [72855](https://github.com/airbytehq/airbyte/pull/72855)     | Upgrade CDK to 0.2.8                                                                  |
 | 1.0.6   | 2026-01-23 | [72300](https://github.com/airbytehq/airbyte/pull/72300)     | Upgrade CDK to 0.2.0                                                                  |
 | 1.0.5   | 2026-01-14 | [71760](https://github.com/airbytehq/airbyte/pull/71760)     | Restore integration tests in CI. Workaround DI error.                                 |
diff --git a/docs/integrations/destinations/milvus.md b/docs/integrations/destinations/milvus.md
index 732b9b3439e1..215b99435506 100644
--- a/docs/integrations/destinations/milvus.md
+++ b/docs/integrations/destinations/milvus.md
@@ -120,6 +120,7 @@ This destination does not support [namespaces](https://docs.airbyte.com/platform
 
 | Version | Date       | Pull Request                                              | Subject                                                                                                                                             |
 |:--------| :--------- | :-------------------------------------------------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------- |
+| 0.0.58 | 2026-03-31 | [75645](https://github.com/airbytehq/airbyte/pull/75645) | Bump version to force registry update for supportLevel change to community |
 | 0.0.57 | 2025-10-21 | [68333](https://github.com/airbytehq/airbyte/pull/68333) | Update dependencies |
 | 0.0.56 | 2025-10-14 | [61075](https://github.com/airbytehq/airbyte/pull/61075) | Update dependencies |
 | 0.0.55 | 2025-05-17 | [57175](https://github.com/airbytehq/airbyte/pull/57175) | Update dependencies |
diff --git a/docs/integrations/destinations/motherduck.md b/docs/integrations/destinations/motherduck.md
index e7b8de9e6d21..f0c45b7141f4 100644
--- a/docs/integrations/destinations/motherduck.md
+++ b/docs/integrations/destinations/motherduck.md
@@ -75,6 +75,7 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                   |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------ |
+| 0.2.3 | 2026-03-31 | [75645](https://github.com/airbytehq/airbyte/pull/75645) | Bump version to force registry update for supportLevel change to certified |
 | 0.2.2 | 2025-02-02 | [70438](https://github.com/airbytehq/airbyte/pull/70438) | Fix for camelCase columns being `NULL` |
 | 0.2.1 | 2025-12-19 | [70999](https://github.com/airbytehq/airbyte/pull/70999) | Fix for empty STRUCTs |
 | 0.2.0 | 2025-12-01 | [70221](https://github.com/airbytehq/airbyte/pull/70221) | Upgrade DuckDB to v1.4.2 and duckdb-engine to v0.17.0 |
diff --git a/docs/integrations/destinations/pgvector.md b/docs/integrations/destinations/pgvector.md
index 5812da1caa7c..84cba967d776 100644
--- a/docs/integrations/destinations/pgvector.md
+++ b/docs/integrations/destinations/pgvector.md
@@ -198,6 +198,7 @@ This destination does not support [namespaces](https://docs.airbyte.com/platform
 
 | Version | Date       | Pull Request                                                  | Subject                                                                                                                                              |
 |:--------| :--------- |:--------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.1.9 | 2026-03-31 | [75645](https://github.com/airbytehq/airbyte/pull/75645) | Bump version to force registry update for supportLevel change to community |
 | 0.1.8 | 2025-10-21 | [68347](https://github.com/airbytehq/airbyte/pull/68347) | Update dependencies |
 | 0.1.7 | 2025-10-14 | [67996](https://github.com/airbytehq/airbyte/pull/67996) | Update dependencies |
 | 0.1.6 | 2025-10-07 | [67175](https://github.com/airbytehq/airbyte/pull/67175) | Update dependencies |
diff --git a/docs/integrations/destinations/postgres.md b/docs/integrations/destinations/postgres.md
index fd879c0fa3ad..a8fdc93551c0 100644
--- a/docs/integrations/destinations/postgres.md
+++ b/docs/integrations/destinations/postgres.md
@@ -298,6 +298,7 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 
 | Version | Date       | Pull Request                                               | Subject                                                                                                                                                                                |
 |:--------|:-----------|:-----------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 3.0.12  | 2026-03-25 | | Upgrade CDK to 1.0.6; fix duplicate records in dedup+truncate mode by dropping temp tables after successful upsert |
 | 3.0.11  | 2026-02-25 | | Upgrade CDK to 1.0.2 and base image to 2.0.4 for CVE patches |
 | 3.0.10  | 2026-02-04 | [72858](https://github.com/airbytehq/airbyte/pull/72858)   | Upgrade CDK to 0.2.8                                                                                                                                                                   |
 | 3.0.9   | 2026-01-28 | [72292](https://github.com/airbytehq/airbyte/pull/72292)   | Upgrade CDK to 0.2.0                                                                                                                                                                   |
diff --git a/docs/integrations/destinations/redshift.md b/docs/integrations/destinations/redshift.md
index ecac7ce72ae9..efb58aa28efb 100644
--- a/docs/integrations/destinations/redshift.md
+++ b/docs/integrations/destinations/redshift.md
@@ -233,6 +233,7 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 
 | Version | Date       | Pull Request                                               | Subject                                                                                                                                                                                                          |
 | :------ | :--------- | :--------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| 3.5.4 | 2026-03-23 | [75286](https://github.com/airbytehq/airbyte/pull/75286) | Fix misleading SSH error when SQLException has null sqlState during connection check |
 | 3.5.3 | 2025-03-24 | [56355](https://github.com/airbytehq/airbyte/pull/56355) | Upgrade to airbyte/java-connector-base:2.0.1 to be M4 compatible. |
 | 3.5.2 | 2025-01-14 | [51500](https://github.com/airbytehq/airbyte/pull/51500) | Use a non root base image |
 | 3.5.1 | 2025-01-06 | [49903](https://github.com/airbytehq/airbyte/pull/49903) | Use a base image: airbyte/java-connector-base:1.0.0 |
@@ -240,17 +241,17 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 | 3.4.4 | 2024-08-20 | [44476](https://github.com/airbytehq/airbyte/pull/44476) | Increase message parsing limit to 100mb |
 | 3.4.3 | 2024-08-22 | [44526](https://github.com/airbytehq/airbyte/pull/44526) | Revert protocol compliance fix |
 | 3.4.2 | 2024-08-15 | [42506](https://github.com/airbytehq/airbyte/pull/42506) | Fix bug in refreshes logic (already mitigated in platform, just fixing protocol compliance) |
-| 3.4.1   | 2024-08-14 | [44020](https://github.com/airbytehq/airbyte/pull/44020)   | Simplify Redshift Options                                                                                                                                                                                        |
-| 3.4.0   | 2024-07-23 | [42445](https://github.com/airbytehq/airbyte/pull/42445)   | Respect the `drop cascade` option on raw tables                                                                                                                                                                  |
-| 3.3.1   | 2024-07-15 | [41968](https://github.com/airbytehq/airbyte/pull/41968)   | Don't hang forever on empty stream list; shorten error message on INCOMPLETE stream status                                                                                                                       |
-| 3.3.0   | 2024-07-02 | [40567](https://github.com/airbytehq/airbyte/pull/40567)   | Support for [refreshes](../../platform/operator-guides/refreshes) and resumable full refresh. WARNING: You must upgrade to platform 0.63.7 before upgrading to this connector version.                                 |
-| 3.2.0   | 2024-07-02 | [40201](https://github.com/airbytehq/airbyte/pull/40201)   | Add `_airbyte_generation_id` column, and add `sync_id` to `_airbyte_meta` column                                                                                                                                 |
-| 3.1.1   | 2024-06-26 | [39008](https://github.com/airbytehq/airbyte/pull/39008)   | Internal code changes                                                                                                                                                                                            |
-| 3.1.0   | 2024-06-26 | [39141](https://github.com/airbytehq/airbyte/pull/39141)   | Remove nonfunctional "encrypted staging" option                                                                                                                                                                  |
-| 3.0.0   | 2024-06-04 | [38886](https://github.com/airbytehq/airbyte/pull/38886)   | Remove standard inserts mode                                                                                                                                                                                     |
-| 2.6.4   | 2024-05-31 | [38825](https://github.com/airbytehq/airbyte/pull/38825)   | Adopt CDK 0.35.15                                                                                                                                                                                                |
-| 2.6.3   | 2024-05-31 | [38803](https://github.com/airbytehq/airbyte/pull/38803)   | Source auto-conversion to Kotlin                                                                                                                                                                                 |
-| 2.6.2   | 2024-05-14 | [38189](https://github.com/airbytehq/airbyte/pull/38189)   | adding an option to DROP CASCADE on resets                                                                                                                                                                       |
+| 3.4.1 | 2024-08-14 | [44020](https://github.com/airbytehq/airbyte/pull/44020) | Simplify Redshift Options |
+| 3.4.0 | 2024-07-23 | [42445](https://github.com/airbytehq/airbyte/pull/42445) | Respect the `drop cascade` option on raw tables |
+| 3.3.1 | 2024-07-15 | [41968](https://github.com/airbytehq/airbyte/pull/41968) | Don't hang forever on empty stream list; shorten error message on INCOMPLETE stream status |
+| 3.3.0 | 2024-07-02 | [40567](https://github.com/airbytehq/airbyte/pull/40567) | Support for [refreshes](../../platform/operator-guides/refreshes) and resumable full refresh. WARNING: You must upgrade to platform 0.63.7 before upgrading to this connector version. |
+| 3.2.0 | 2024-07-02 | [40201](https://github.com/airbytehq/airbyte/pull/40201) | Add `_airbyte_generation_id` column, and add `sync_id` to `_airbyte_meta` column |
+| 3.1.1 | 2024-06-26 | [39008](https://github.com/airbytehq/airbyte/pull/39008) | Internal code changes |
+| 3.1.0 | 2024-06-26 | [39141](https://github.com/airbytehq/airbyte/pull/39141) | Remove nonfunctional "encrypted staging" option |
+| 3.0.0 | 2024-06-04 | [38886](https://github.com/airbytehq/airbyte/pull/38886) | Remove standard inserts mode |
+| 2.6.4 | 2024-05-31 | [38825](https://github.com/airbytehq/airbyte/pull/38825) | Adopt CDK 0.35.15 |
+| 2.6.3 | 2024-05-31 | [38803](https://github.com/airbytehq/airbyte/pull/38803) | Source auto-conversion to Kotlin |
+| 2.6.2 | 2024-05-14 | [38189](https://github.com/airbytehq/airbyte/pull/38189) | adding an option to DROP CASCADE on resets |
 | 2.6.1   | 2024-05-13 | [\#38126](https://github.com/airbytehq/airbyte/pull/38126) | Adapt to signature changes in `StreamConfig`                                                                                                                                                                     |
 | 2.6.0   | 2024-05-08 | [\#37713](https://github.com/airbytehq/airbyte/pull/37713) | Remove option for incremental typing and deduping                                                                                                                                                                |
 | 2.5.0   | 2024-05-06 | [\#34613](https://github.com/airbytehq/airbyte/pull/34613) | Upgrade Redshift driver to work with Cluster patch 181; Adapt to CDK 0.33.0; Minor signature changes                                                                                                             |
diff --git a/docs/integrations/destinations/s3-data-lake.md b/docs/integrations/destinations/s3-data-lake.md
index 5c5a433bbbd0..c4e9760dcf32 100644
--- a/docs/integrations/destinations/s3-data-lake.md
+++ b/docs/integrations/destinations/s3-data-lake.md
@@ -392,6 +392,7 @@ This destination supports [namespaces](https://docs.airbyte.com/platform/using-a
 
 | Version     | Date       | Pull Request                                               | Subject                                                                                                                         |
 |:------------|:-----------|:-----------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------|
+| 0.3.46      | 2026-03-30 |                                                           | Upgrade CDK to 1.0.7: fix sort order handling during schema evolution. |
 | 0.3.45      | 2026-03-12 | [74326](https://github.com/airbytehq/airbyte/pull/74326) | Upgrade CDK to 1.0.5: Number-type primary keys are now stored as String (enabling dedup on numeric PKs); fix schema evolution when replacing identifier columns |
 | 0.3.44      | 2026-02-04 | [72848](https://github.com/airbytehq/airbyte/pull/72848)   | Enable Speed.                                                                                                               |
 | 0.3.43      | 2026-01-29 | [72482](https://github.com/airbytehq/airbyte/pull/72482)   | Release on dataflow.                                                                                                            |
diff --git a/docs/integrations/destinations/snowflake-cortex.md b/docs/integrations/destinations/snowflake-cortex.md
index 763eb4e34fef..a9ec87fad4b4 100644
--- a/docs/integrations/destinations/snowflake-cortex.md
+++ b/docs/integrations/destinations/snowflake-cortex.md
@@ -88,6 +88,7 @@ This destination does not support [namespaces](https://docs.airbyte.com/platform
 
 | Version | Date       | Pull Request                                                  | Subject                                                                                                                                              |
 |:--------| :--------- |:--------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.2.28 | 2026-03-31 | [75645](https://github.com/airbytehq/airbyte/pull/75645) | Bump version to force registry update for supportLevel change to community |
 | 0.2.27 | 2025-10-21 | [68344](https://github.com/airbytehq/airbyte/pull/68344) | Update dependencies |
 | 0.2.26 | 2025-10-14 | [63066](https://github.com/airbytehq/airbyte/pull/63066) | Update dependencies |
 | 0.2.25 | 2025-05-17 | [51743](https://github.com/airbytehq/airbyte/pull/51743) | Update dependencies |
diff --git a/docs/integrations/destinations/weaviate.md b/docs/integrations/destinations/weaviate.md
index aea6e4b71211..e92a6ec2bf2a 100644
--- a/docs/integrations/destinations/weaviate.md
+++ b/docs/integrations/destinations/weaviate.md
@@ -94,6 +94,7 @@ This destination does not support [namespaces](https://docs.airbyte.com/platform
 
 | Version | Date       | Pull Request                                               | Subject                                                                                                                                      |
 |:--------| :--------- | :--------------------------------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------- |
+| 0.2.61 | 2026-03-31 | [75645](https://github.com/airbytehq/airbyte/pull/75645) | Bump version to force registry update for supportLevel change to community |
 | 0.2.60 | 2025-09-16 | [61103](https://github.com/airbytehq/airbyte/pull/61103) | Update dependencies |
 | 0.2.59 | 2025-05-17 | [57180](https://github.com/airbytehq/airbyte/pull/57180) | Update dependencies |
 | 0.2.58 | 2025-03-29 | [56089](https://github.com/airbytehq/airbyte/pull/56089) | Update dependencies |
diff --git a/docs/integrations/sources/amazon-ads.md b/docs/integrations/sources/amazon-ads.md
index 412ac4b9f780..3da9151e2ed4 100644
--- a/docs/integrations/sources/amazon-ads.md
+++ b/docs/integrations/sources/amazon-ads.md
@@ -62,19 +62,6 @@ To use the [Amazon Ads API](https://advertising.amazon.com/API/docs/en-us), you
 8. **Profile IDs (Optional)** you want to fetch data for. The Amazon Ads source connector supports only profiles with seller and vendor type, profiles with agency type will be ignored. See [docs](https://advertising.amazon.com/API/docs/en-us/concepts/authorization/profiles) for more details.
 9. **Marketplace IDs (Optional)** you want to fetch data for. _Note: If Profile IDs are also selected, profiles will be selected if they match the Profile ID **OR** the Marketplace ID._
 10. Click **Set up source**.
-<!-- /env:cloud -->
-
-<!-- env:oss -->
-
-**For Airbyte Open Source:**
-
-1. **Client ID** of your Amazon Ads developer application. See [onboarding process](https://advertising.amazon.com/API/docs/en-us/setting-up/overview) for more details.
-2. **Client Secret** of your Amazon Ads developer application. See [onboarding process](https://advertising.amazon.com/API/docs/en-us/setting-up/overview) for more details.
-3. **Refresh Token**. See [onboarding process](https://advertising.amazon.com/API/docs/en-us/setting-up/overview) for more details.
-4. Select **Region** to pull data from **North America (NA)**, **Europe (EU)**, **Far East (FE)**. See [docs](https://advertising.amazon.com/API/docs/en-us/info/api-overview#api-endpoints) for more details.
-5. **Start Date (Optional)** is used for generating reports starting from the specified start date. This should be in YYYY-MM-DD format and not more than 60 days in the past. If a date is not specified, today's date is used. The date is treated in the timezone of the processed profile.
-6. **Profile IDs (Optional)** you want to fetch data for. The Amazon Ads source connector supports only profiles with seller and vendor type, profiles with agency type will be ignored. See [docs](https://advertising.amazon.com/API/docs/en-us/concepts/authorization/profiles) for more details.
-7. **Marketplace IDs (Optional)** you want to fetch data for. _Note: If Profile IDs are also selected, profiles will be selected if they match the Profile ID **OR** the Marketplace ID._
 <!-- /env:oss -->
 
 :::note
@@ -104,7 +91,7 @@ This source is capable of syncing the following streams:
 - [Sponsored Display Targetings](https://advertising.amazon.com/API/docs/en-us/sponsored-display/3-0/openapi#/Targeting)
 - [Sponsored Display Creatives](https://advertising.amazon.com/API/docs/en-us/sponsored-display/3-0/openapi#/Creatives)
 - [Sponsored Display Budget Rules](https://advertising.amazon.com/API/docs/en-us/sponsored-display/3-0/openapi/prod#/BudgetRules/GetSDBudgetRulesForAdvertiser)
-- [Sponsored Products Campaigns](https://advertising.amazon.com/API/docs/en-us/sponsored-display/3-0/openapi#/Campaigns)
+- [Sponsored Products Campaigns](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Campaigns)
 - [Sponsored Products Ad groups](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Ad%20groups)
 - [Sponsored Products Ad Group Bid Recommendations](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Bid%20recommendations/getAdGroupBidRecommendations)
 - [Sponsored Products Ad Group Suggested Keywords](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Suggested%20keywords)
@@ -113,11 +100,10 @@ This source is capable of syncing the following streams:
 - [Sponsored Products Campaign Negative keywords](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Negative%20keywords)
 - [Sponsored Products Ads](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Product%20ads)
 - [Sponsored Products Targetings](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Product%20targeting)
-- [Brands Reports](https://advertising.amazon.com/API/docs/en-us/reference/sponsored-brands/2/reports)
-- [Brand Video Reports](https://advertising.amazon.com/API/docs/en-us/reference/sponsored-brands/2/reports)
-- [Display Reports](https://advertising.amazon.com/API/docs/en-us/guides/reporting/v3/report-types/overview)
-- [Products Reports](https://advertising.amazon.com/API/docs/en-us/sponsored-products/2-0/openapi#/Reports)
-- [Attribution Reports](https://advertising.amazon.com/API/docs/en-us/amazon-attribution-prod-3p/#/)
+- [Sponsored Brands V3 Report](https://advertising.amazon.com/API/docs/en-us/guides/reporting/v3/report-types/overview)
+- Sponsored Display Reports (Campaigns, Ad Groups, Product Ads, Targets, ASINs)
+- Sponsored Products Reports (Campaigns, Ad Groups, Keywords, Targets, Product Ads, ASINs Keywords, ASINs Targets)
+- [Attribution Reports](https://advertising.amazon.com/API/docs/en-us/amazon-attribution-prod-3p/#/) (Products, Performance by Ad Group, Performance by Campaign, Performance by Creative)
 
 :::note
 As of connector version 5.0.0, the `Sponsored Products Ad Group Bid Recommendations` stream provides bid recommendations and impact metrics for an existing automatic targeting ad group. The stream returns bid recommendations for match types `CLOSE_MATCH`, `LOOSE_MATCH`, `SUBSTITUTES`, and `COMPLEMENTS` per theme. For more detail on theme-based bid recommendations, review Amazon's [Theme-base bid suggestions - Quick-start guide](https://advertising.amazon.com/API/docs/en-us/guides/sponsored-products/bid-suggestions/theme-based-bid-suggestions-quickstart-guide).
@@ -127,16 +113,16 @@ As of connector version 5.0.0, the `Sponsored Products Ad Group Bid Recommendati
 
 All the reports are generated relative to the target profile's timezone.
 
-Campaign reports may sometimes have no data or may not be presenting in records. This can occur when there are no clicks or views associated with the campaigns on the requested day - [details](https://advertising.amazon.com/API/docs/en-us/guides/reporting/v2/faq#why-is-my-report-empty).
+Campaign reports may sometimes have no data or may not appear in records. This can occur when there are no clicks or views associated with the campaigns on the requested day. For details, see [Why is my report empty?](https://advertising.amazon.com/API/docs/en-us/guides/reporting/v2/faq#why-is-my-report-empty)
 
 Report data synchronization only covers the last 60 days - [details](https://advertising.amazon.com/API/docs/en-us/reference/1/reports#parameters).
 
 :::note
-The 'Reports' stream(s) by default will have `timeUnit` set to `SUMMARY`. If you would like more granularity, use the `_daily` versions of the report streams, which have
- `timeUnit` set to `DAILY`. More info about this can be found [here](https://advertising.amazon.com/API/docs/en-us/guides/reporting/v3/get-started#timeunit-and-supported-columns).
+Report streams use `timeUnit=SUMMARY` by default. Each report stream also has a `_daily` variant with `timeUnit=DAILY` for more granular data. For more information, see [timeUnit and supported columns](https://advertising.amazon.com/API/docs/en-us/guides/reporting/v3/get-started#timeunit-and-supported-columns).
 
-**Important limitation**: Amazon may incorrectly detect duplicate report requests when syncing both summary and daily versions of the same report type simultaneously (e.g., `sponsored_brands_v3_report_stream` and `sponsored_brands_v3_report_stream_daily`). If you encounter this issue, create a separate source with only the needed report streams and set the "Number of concurrent workers" to 2 to ensure sequential processing.
+**Important limitation**: Amazon may incorrectly detect duplicate report requests when syncing both summary and daily versions of the same report type simultaneously (e.g., `sponsored_brands_v3_report_stream` and `sponsored_brands_v3_report_stream_daily`). If you encounter this issue, create a separate source with only the needed report streams and set the **Number of concurrent workers** to 2 to ensure sequential processing.
 :::
+
 ## Performance considerations
 
 Information about expected report generation waiting time can be found [here](https://advertising.amazon.com/API/docs/en-us/get-started/developer-notes).
@@ -169,6 +155,7 @@ If you need better sync performance and are not experiencing rate limiting error
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 7.3.16 | 2026-03-30 | [74313](https://github.com/airbytehq/airbyte/pull/74313) | Fix profile ID type mismatch in record filter |
 | 7.3.15 | 2026-03-17 | [74975](https://github.com/airbytehq/airbyte/pull/74975) | Update dependencies |
 | 7.3.14 | 2026-02-24 | [73761](https://github.com/airbytehq/airbyte/pull/73761) | Update dependencies |
 | 7.3.13 | 2026-02-10 | [73018](https://github.com/airbytehq/airbyte/pull/73018) | Update dependencies |
diff --git a/docs/integrations/sources/amplitude.md b/docs/integrations/sources/amplitude.md
index 464170027cda..b38a1c827d1f 100644
--- a/docs/integrations/sources/amplitude.md
+++ b/docs/integrations/sources/amplitude.md
@@ -58,6 +58,7 @@ The Amplitude connector ideally should gracefully handle Amplitude API limitatio
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------| :------------------------------------------------------- |:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.7.30 | 2026-03-31 | [75406](https://github.com/airbytehq/airbyte/pull/75406) | Upgrade CDK to v7.14.0 and use weight-based rate limiting for Dashboard REST API streams |
 | 0.7.29 | 2026-03-02 | [70841](https://github.com/airbytehq/airbyte/pull/70841) | feat(source-amplitude): Add HTTPAPIBudget and concurrency_level (AI-Triage PR) |
 | 0.7.28 | 2026-01-20 | [71912](https://github.com/airbytehq/airbyte/pull/71912) | Update dependencies |
 | 0.7.27 | 2026-01-14 | [71434](https://github.com/airbytehq/airbyte/pull/71434) | Update dependencies |
diff --git a/docs/integrations/sources/apify-dataset.md b/docs/integrations/sources/apify-dataset.md
index 16409c9c35b7..549535bc3a7e 100644
--- a/docs/integrations/sources/apify-dataset.md
+++ b/docs/integrations/sources/apify-dataset.md
@@ -72,6 +72,7 @@ The Apify dataset connector uses [Apify Python Client](https://docs.apify.com/ap
 
 | Version | Date       | Pull Request                                                 | Subject                                                                         |
 | :------ | :--------- | :----------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 2.2.43 | 2026-03-31 | [75895](https://github.com/airbytehq/airbyte/pull/75895) | Update dependencies |
 | 2.2.42 | 2026-03-17 | [75003](https://github.com/airbytehq/airbyte/pull/75003) | Update dependencies |
 | 2.2.41 | 2026-03-10 | [74482](https://github.com/airbytehq/airbyte/pull/74482) | Update dependencies |
 | 2.2.40 | 2026-02-24 | [73807](https://github.com/airbytehq/airbyte/pull/73807) | Update dependencies |
diff --git a/docs/integrations/sources/appfigures.md b/docs/integrations/sources/appfigures.md
index 68c4f3d5e1d3..2ae0e8484cc8 100644
--- a/docs/integrations/sources/appfigures.md
+++ b/docs/integrations/sources/appfigures.md
@@ -39,6 +39,7 @@ Refer `https://docs.appfigures.com/api/reference/v2/authentication` for more det
 
 | Version | Date | Pull Request | Subject |
 |---------| ----------- | -- | ---------------- |
+| 0.0.41 | 2026-03-31 | [75894](https://github.com/airbytehq/airbyte/pull/75894) | Update dependencies |
 | 0.0.40 | 2026-03-17 | [75007](https://github.com/airbytehq/airbyte/pull/75007) | Update dependencies |
 | 0.0.39 | 2026-03-10 | [74499](https://github.com/airbytehq/airbyte/pull/74499) | Update dependencies |
 | 0.0.38 | 2026-02-24 | [73798](https://github.com/airbytehq/airbyte/pull/73798) | Update dependencies |
diff --git a/docs/integrations/sources/appfollow.md b/docs/integrations/sources/appfollow.md
index b35062a825a0..10e0e6da0b6f 100644
--- a/docs/integrations/sources/appfollow.md
+++ b/docs/integrations/sources/appfollow.md
@@ -40,6 +40,7 @@ The Appfollow connector ideally should gracefully handle Appfollow API limitatio
 
 | Version | Date       | Pull Request                                             | Subject                                 |
 | :------ | :--------- | :------------------------------------------------------- | :-------------------------------------- |
+| 1.1.43 | 2026-04-01 | [75882](https://github.com/airbytehq/airbyte/pull/75882) | Update dependencies |
 | 1.1.42 | 2026-03-24 | [75020](https://github.com/airbytehq/airbyte/pull/75020) | Update dependencies |
 | 1.1.41 | 2026-03-10 | [74488](https://github.com/airbytehq/airbyte/pull/74488) | Update dependencies |
 | 1.1.40 | 2026-02-24 | [73802](https://github.com/airbytehq/airbyte/pull/73802) | Update dependencies |
diff --git a/docs/integrations/sources/apple-search-ads.md b/docs/integrations/sources/apple-search-ads.md
index 7d45e73c6269..a7b1fb1d883d 100644
--- a/docs/integrations/sources/apple-search-ads.md
+++ b/docs/integrations/sources/apple-search-ads.md
@@ -70,6 +70,7 @@ However, at this moment and as indicated in the stream names, the connector only
 
 | Version | Date       | Pull Request                                             | Subject                                                                              |
 |:--------|:-----------|:---------------------------------------------------------|:-------------------------------------------------------------------------------------|
+| 1.0.11 | 2026-03-31 | [75879](https://github.com/airbytehq/airbyte/pull/75879) | Update dependencies |
 | 1.0.10 | 2026-03-24 | [75015](https://github.com/airbytehq/airbyte/pull/75015) | Update dependencies |
 | 1.0.9 | 2026-03-10 | [74512](https://github.com/airbytehq/airbyte/pull/74512) | Update dependencies |
 | 1.0.8 | 2026-03-03 | [74180](https://github.com/airbytehq/airbyte/pull/74180) | Update dependencies |
diff --git a/docs/integrations/sources/apptivo.md b/docs/integrations/sources/apptivo.md
index 27cf5a4cdb6f..7875ecb473b5 100644
--- a/docs/integrations/sources/apptivo.md
+++ b/docs/integrations/sources/apptivo.md
@@ -24,6 +24,7 @@ Apptivo connector  seamless data integration between Apptivo and various data wa
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.45 | 2026-03-31 | [75883](https://github.com/airbytehq/airbyte/pull/75883) | Update dependencies |
 | 0.0.44 | 2026-03-17 | [75005](https://github.com/airbytehq/airbyte/pull/75005) | Update dependencies |
 | 0.0.43 | 2026-03-10 | [74520](https://github.com/airbytehq/airbyte/pull/74520) | Update dependencies |
 | 0.0.42 | 2026-03-03 | [74171](https://github.com/airbytehq/airbyte/pull/74171) | Update dependencies |
diff --git a/docs/integrations/sources/ashby.md b/docs/integrations/sources/ashby.md
index 48d3473b4a0a..ad82bd571ba3 100644
--- a/docs/integrations/sources/ashby.md
+++ b/docs/integrations/sources/ashby.md
@@ -76,6 +76,7 @@ The Ashby connector should not run into Ashby API limitations under normal usage
 
 | Version | Date       | Pull Request                                             | Subject                                     |
 |:--------| :--------- | :------------------------------------------------------- |:--------------------------------------------|
+| 0.3.5 | 2026-03-31 | [75881](https://github.com/airbytehq/airbyte/pull/75881) | Update dependencies |
 | 0.3.4 | 2026-03-24 | [75325](https://github.com/airbytehq/airbyte/pull/75325) | Update dependencies |
 | 0.3.3 | 2026-03-10 | [74490](https://github.com/airbytehq/airbyte/pull/74490) | Update dependencies |
 | 0.3.2 | 2026-02-24 | [73805](https://github.com/airbytehq/airbyte/pull/73805) | Update dependencies |
diff --git a/docs/integrations/sources/assemblyai.md b/docs/integrations/sources/assemblyai.md
index 814787b8dadb..112269d3d12a 100644
--- a/docs/integrations/sources/assemblyai.md
+++ b/docs/integrations/sources/assemblyai.md
@@ -25,6 +25,7 @@ API Reference: https://www.assemblyai.com/docs/api-reference/overview
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.26 | 2026-03-31 | [75896](https://github.com/airbytehq/airbyte/pull/75896) | Update dependencies |
 | 0.0.25 | 2026-03-17 | [75011](https://github.com/airbytehq/airbyte/pull/75011) | Update dependencies |
 | 0.0.24 | 2026-03-03 | [74172](https://github.com/airbytehq/airbyte/pull/74172) | Update dependencies |
 | 0.0.23 | 2026-02-17 | [73422](https://github.com/airbytehq/airbyte/pull/73422) | Update dependencies |
diff --git a/docs/integrations/sources/basecamp.md b/docs/integrations/sources/basecamp.md
index 5129ee124cc5..40cf473523e1 100644
--- a/docs/integrations/sources/basecamp.md
+++ b/docs/integrations/sources/basecamp.md
@@ -30,6 +30,8 @@ To obtain a refresh token, you'd need to register an [oauth application](https:/
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.35 | 2026-03-31 | [75947](https://github.com/airbytehq/airbyte/pull/75947) | Bump SDM base image for memory monitor (CDK PR #962) |
+| 0.0.34 | 2026-03-31 | [75892](https://github.com/airbytehq/airbyte/pull/75892) | Update dependencies |
 | 0.0.33 | 2026-03-17 | [75000](https://github.com/airbytehq/airbyte/pull/75000) | Update dependencies |
 | 0.0.32 | 2026-02-24 | [73800](https://github.com/airbytehq/airbyte/pull/73800) | Update dependencies |
 | 0.0.31 | 2026-02-03 | [72685](https://github.com/airbytehq/airbyte/pull/72685) | Update dependencies |
diff --git a/docs/integrations/sources/beamer.md b/docs/integrations/sources/beamer.md
index 6fc77ebeaf98..208aa020fbd6 100644
--- a/docs/integrations/sources/beamer.md
+++ b/docs/integrations/sources/beamer.md
@@ -20,6 +20,7 @@ Beamer NPS source
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.44 | 2026-03-31 | [75891](https://github.com/airbytehq/airbyte/pull/75891) | Update dependencies |
 | 0.0.43 | 2026-03-24 | [75018](https://github.com/airbytehq/airbyte/pull/75018) | Update dependencies |
 | 0.0.42 | 2026-02-24 | [73796](https://github.com/airbytehq/airbyte/pull/73796) | Update dependencies |
 | 0.0.41 | 2026-02-17 | [73397](https://github.com/airbytehq/airbyte/pull/73397) | Update dependencies |
diff --git a/docs/integrations/sources/bigmailer.md b/docs/integrations/sources/bigmailer.md
index 41f26ae83687..addb5605231c 100644
--- a/docs/integrations/sources/bigmailer.md
+++ b/docs/integrations/sources/bigmailer.md
@@ -28,6 +28,7 @@ An Airbyte connector for [BigMailer](https://bigmailer.com) would facilitate sea
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.46 | 2026-03-31 | [75880](https://github.com/airbytehq/airbyte/pull/75880) | Update dependencies |
 | 0.0.45 | 2026-03-24 | [75318](https://github.com/airbytehq/airbyte/pull/75318) | Update dependencies |
 | 0.0.44 | 2026-03-10 | [74485](https://github.com/airbytehq/airbyte/pull/74485) | Update dependencies |
 | 0.0.43 | 2026-02-24 | [73818](https://github.com/airbytehq/airbyte/pull/73818) | Update dependencies |
diff --git a/docs/integrations/sources/bing-ads.md b/docs/integrations/sources/bing-ads.md
index e304cbb6bd1a..233847e0f135 100644
--- a/docs/integrations/sources/bing-ads.md
+++ b/docs/integrations/sources/bing-ads.md
@@ -319,6 +319,7 @@ The Bing Ads API limits the number of requests for all Microsoft Advertising cli
 
 | Version     | Date       | Pull Request                                                                                                                     | Subject                                                                                                                                                                |
 |:------------|:-----------|:---------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 2.23.15-rc.2 | 2026-03-30 | [74885](https://github.com/airbytehq/airbyte/pull/74885) | Fix OOM on large report downloads by using streaming ZIP decoder and reducing concurrency |
 | 2.23.15-rc.1 | 2026-03-12 | [74745](https://github.com/airbytehq/airbyte/pull/74745) | Increase default concurrency from 2 to 40 to test rate limit behavior |
 | 2.23.14 | 2026-03-10 | [74483](https://github.com/airbytehq/airbyte/pull/74483) | Update dependencies |
 | 2.23.13 | 2026-03-03 | [73654](https://github.com/airbytehq/airbyte/pull/73654) | Use streaming decompression in BingAdsGzipCsvDecoder to prevent OOM on large accounts |
diff --git a/docs/integrations/sources/bitly.md b/docs/integrations/sources/bitly.md
index 335829e81137..cb8b435b4ce6 100644
--- a/docs/integrations/sources/bitly.md
+++ b/docs/integrations/sources/bitly.md
@@ -33,6 +33,7 @@ Generate API Key [here](https://app.bitly.com/settings/api/) or go to Settings 
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.40 | 2026-03-31 | [75893](https://github.com/airbytehq/airbyte/pull/75893) | Update dependencies |
 | 0.0.39 | 2026-03-24 | [75013](https://github.com/airbytehq/airbyte/pull/75013) | Update dependencies |
 | 0.0.38 | 2026-03-10 | [74608](https://github.com/airbytehq/airbyte/pull/74608) | Update dependencies |
 | 0.0.37 | 2026-03-03 | [74198](https://github.com/airbytehq/airbyte/pull/74198) | Update dependencies |
diff --git a/docs/integrations/sources/bluetally.md b/docs/integrations/sources/bluetally.md
index 28e3fc8301ee..dccc47dccdb5 100644
--- a/docs/integrations/sources/bluetally.md
+++ b/docs/integrations/sources/bluetally.md
@@ -21,6 +21,7 @@ Connector for fetching asset and employee data from Bluetelly
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.23 | 2026-03-31 | [75662](https://github.com/airbytehq/airbyte/pull/75662) | Update dependencies |
 | 0.0.22 | 2026-03-17 | [74915](https://github.com/airbytehq/airbyte/pull/74915) | Update dependencies |
 | 0.0.21 | 2026-02-10 | [73144](https://github.com/airbytehq/airbyte/pull/73144) | Update dependencies |
 | 0.0.20 | 2026-02-03 | [72625](https://github.com/airbytehq/airbyte/pull/72625) | Update dependencies |
diff --git a/docs/integrations/sources/boldsign.md b/docs/integrations/sources/boldsign.md
index a266cb38a4df..dffd22e4839c 100644
--- a/docs/integrations/sources/boldsign.md
+++ b/docs/integrations/sources/boldsign.md
@@ -28,6 +28,7 @@ API Reference: https://developers.boldsign.com/api-overview/getting-started/?reg
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.25 | 2026-03-31 | [75654](https://github.com/airbytehq/airbyte/pull/75654) | Update dependencies |
 | 0.0.24 | 2026-03-17 | [74917](https://github.com/airbytehq/airbyte/pull/74917) | Update dependencies |
 | 0.0.23 | 2026-02-24 | [73790](https://github.com/airbytehq/airbyte/pull/73790) | Update dependencies |
 | 0.0.22 | 2026-02-03 | [72062](https://github.com/airbytehq/airbyte/pull/72062) | Update dependencies |
diff --git a/docs/integrations/sources/brevo.md b/docs/integrations/sources/brevo.md
index 2d91c3fc9e28..20d7f0f140fa 100644
--- a/docs/integrations/sources/brevo.md
+++ b/docs/integrations/sources/brevo.md
@@ -49,6 +49,8 @@ Visit `https://app.brevo.com/settings/keys/api` for getting your api key.
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.2.30 | 2026-03-31 | [75946](https://github.com/airbytehq/airbyte/pull/75946) | Bump SDM base image for memory monitor (CDK PR #962) |
+| 0.2.29 | 2026-03-31 | [75672](https://github.com/airbytehq/airbyte/pull/75672) | Update dependencies |
 | 0.2.28 | 2026-03-24 | [75312](https://github.com/airbytehq/airbyte/pull/75312) | Update dependencies |
 | 0.2.27 | 2026-02-17 | [73432](https://github.com/airbytehq/airbyte/pull/73432) | Update dependencies |
 | 0.2.26 | 2026-02-03 | [72612](https://github.com/airbytehq/airbyte/pull/72612) | Update dependencies |
diff --git a/docs/integrations/sources/brex.md b/docs/integrations/sources/brex.md
index 75e0e8877153..aef1d460c42a 100644
--- a/docs/integrations/sources/brex.md
+++ b/docs/integrations/sources/brex.md
@@ -25,6 +25,7 @@ Fetches data on users, expenses, transactions, vendors, and budgets from Brex AP
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.41 | 2026-03-31 | [75651](https://github.com/airbytehq/airbyte/pull/75651) | Update dependencies |
 | 0.0.40 | 2026-03-24 | [74944](https://github.com/airbytehq/airbyte/pull/74944) | Update dependencies |
 | 0.0.39 | 2026-03-10 | [74609](https://github.com/airbytehq/airbyte/pull/74609) | Update dependencies |
 | 0.0.38 | 2026-03-03 | [74202](https://github.com/airbytehq/airbyte/pull/74202) | Update dependencies |
diff --git a/docs/integrations/sources/bugsnag.md b/docs/integrations/sources/bugsnag.md
index 3eb32cf9e7c4..fe6304f53631 100644
--- a/docs/integrations/sources/bugsnag.md
+++ b/docs/integrations/sources/bugsnag.md
@@ -34,6 +34,7 @@ You need to generate the `auth_token` to get started. Personal Auth Tokens can b
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.45 | 2026-03-31 | [75687](https://github.com/airbytehq/airbyte/pull/75687) | Update dependencies |
 | 0.0.44 | 2026-03-24 | [74937](https://github.com/airbytehq/airbyte/pull/74937) | Update dependencies |
 | 0.0.43 | 2026-03-10 | [74607](https://github.com/airbytehq/airbyte/pull/74607) | Update dependencies |
 | 0.0.42 | 2026-03-03 | [73792](https://github.com/airbytehq/airbyte/pull/73792) | Update dependencies |
diff --git a/docs/integrations/sources/buildkite.md b/docs/integrations/sources/buildkite.md
index 564a55ee3549..dd408215b5fe 100644
--- a/docs/integrations/sources/buildkite.md
+++ b/docs/integrations/sources/buildkite.md
@@ -38,6 +38,7 @@ Visit `https://buildkite.com/user/api-access-tokens` for getting your bearer tok
 
 | Version | Date | Pull Request | Subject |
 |---------| ------------ | --- | ---------------- |
+| 0.0.43 | 2026-03-31 | [75689](https://github.com/airbytehq/airbyte/pull/75689) | Update dependencies |
 | 0.0.42 | 2026-03-24 | [75324](https://github.com/airbytehq/airbyte/pull/75324) | Update dependencies |
 | 0.0.41 | 2026-03-10 | [74622](https://github.com/airbytehq/airbyte/pull/74622) | Update dependencies |
 | 0.0.40 | 2026-03-03 | [74213](https://github.com/airbytehq/airbyte/pull/74213) | Update dependencies |
diff --git a/docs/integrations/sources/buzzsprout.md b/docs/integrations/sources/buzzsprout.md
index f0e4daebe76a..08cf39ec0e47 100644
--- a/docs/integrations/sources/buzzsprout.md
+++ b/docs/integrations/sources/buzzsprout.md
@@ -30,6 +30,7 @@ Visit `https://github.com/buzzsprout/buzzsprout-api/tree/master?tab=readme-ov-fi
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.45 | 2026-03-31 | [75686](https://github.com/airbytehq/airbyte/pull/75686) | Update dependencies |
 | 0.0.44 | 2026-03-24 | [75320](https://github.com/airbytehq/airbyte/pull/75320) | Update dependencies |
 | 0.0.43 | 2026-03-10 | [74633](https://github.com/airbytehq/airbyte/pull/74633) | Update dependencies |
 | 0.0.42 | 2026-03-03 | [74216](https://github.com/airbytehq/airbyte/pull/74216) | Update dependencies |
diff --git a/docs/integrations/sources/cal-com.md b/docs/integrations/sources/cal-com.md
index 92e065db3744..e04bd08265a5 100644
--- a/docs/integrations/sources/cal-com.md
+++ b/docs/integrations/sources/cal-com.md
@@ -25,6 +25,7 @@ The Cal.com connector enables seamless data synchronization between Cal.com’s
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.46 | 2026-03-31 | [75684](https://github.com/airbytehq/airbyte/pull/75684) | Update dependencies |
 | 0.0.45 | 2026-03-17 | [74941](https://github.com/airbytehq/airbyte/pull/74941) | Update dependencies |
 | 0.0.44 | 2026-03-10 | [74603](https://github.com/airbytehq/airbyte/pull/74603) | Update dependencies |
 | 0.0.43 | 2026-02-03 | [72081](https://github.com/airbytehq/airbyte/pull/72081) | Update dependencies |
diff --git a/docs/integrations/sources/calendly.md b/docs/integrations/sources/calendly.md
index 77d7df33b29c..3c290ddc5f67 100644
--- a/docs/integrations/sources/calendly.md
+++ b/docs/integrations/sources/calendly.md
@@ -32,6 +32,7 @@ Incremental sync in `scheduled_events` uses `start_time` as a cursor. This may l
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 | ------- | ---------- | -------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| 0.1.36 | 2026-03-31 | [75659](https://github.com/airbytehq/airbyte/pull/75659) | Update dependencies |
 | 0.1.35 | 2026-03-17 | [74912](https://github.com/airbytehq/airbyte/pull/74912) | Update dependencies |
 | 0.1.34 | 2026-03-10 | [74632](https://github.com/airbytehq/airbyte/pull/74632) | Update dependencies |
 | 0.1.33 | 2026-03-03 | [73791](https://github.com/airbytehq/airbyte/pull/73791) | Update dependencies |
diff --git a/docs/integrations/sources/campaign-monitor.md b/docs/integrations/sources/campaign-monitor.md
index 160bf5ff48b7..606596dc9b9c 100644
--- a/docs/integrations/sources/campaign-monitor.md
+++ b/docs/integrations/sources/campaign-monitor.md
@@ -59,6 +59,7 @@ The source connector supports the following [sync modes](https://docs.airbyte.co
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.42 | 2026-03-31 | [75683](https://github.com/airbytehq/airbyte/pull/75683) | Update dependencies |
 | 0.0.41 | 2026-03-17 | [74939](https://github.com/airbytehq/airbyte/pull/74939) | Update dependencies |
 | 0.0.40 | 2026-03-10 | [74631](https://github.com/airbytehq/airbyte/pull/74631) | Update dependencies |
 | 0.0.39 | 2026-03-03 | [74200](https://github.com/airbytehq/airbyte/pull/74200) | Update dependencies |
diff --git a/docs/integrations/sources/campayn.md b/docs/integrations/sources/campayn.md
index 61d59616a7f1..fae27639b0ce 100644
--- a/docs/integrations/sources/campayn.md
+++ b/docs/integrations/sources/campayn.md
@@ -24,6 +24,7 @@ The Airbyte connector for [Campayn](https://campayn.com/) enables seamless data
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.44 | 2026-03-31 | [75669](https://github.com/airbytehq/airbyte/pull/75669) | Update dependencies |
 | 0.0.43 | 2026-03-24 | [74942](https://github.com/airbytehq/airbyte/pull/74942) | Update dependencies |
 | 0.0.42 | 2026-02-24 | [73788](https://github.com/airbytehq/airbyte/pull/73788) | Update dependencies |
 | 0.0.41 | 2026-02-17 | [73434](https://github.com/airbytehq/airbyte/pull/73434) | Update dependencies |
diff --git a/docs/integrations/sources/capsule-crm.md b/docs/integrations/sources/capsule-crm.md
index d41e30dd23f2..04126e0dd7c2 100644
--- a/docs/integrations/sources/capsule-crm.md
+++ b/docs/integrations/sources/capsule-crm.md
@@ -36,6 +36,7 @@ Capsule CRM connector  enables seamless data syncing from Capsule CRM to various
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.40 | 2026-03-31 | [75681](https://github.com/airbytehq/airbyte/pull/75681) | Update dependencies |
 | 0.0.39 | 2026-03-17 | [74916](https://github.com/airbytehq/airbyte/pull/74916) | Update dependencies |
 | 0.0.38 | 2026-03-03 | [74215](https://github.com/airbytehq/airbyte/pull/74215) | Update dependencies |
 | 0.0.37 | 2026-02-17 | [73425](https://github.com/airbytehq/airbyte/pull/73425) | Update dependencies |
diff --git a/docs/integrations/sources/care-quality-commission.md b/docs/integrations/sources/care-quality-commission.md
index 66f6691d0bcb..99c691616925 100644
--- a/docs/integrations/sources/care-quality-commission.md
+++ b/docs/integrations/sources/care-quality-commission.md
@@ -25,6 +25,7 @@ https://www.cqc.org.uk/
 
 | Version | Date       | Pull Request                                             | Subject                                                                                   |
 |---------|------------|----------------------------------------------------------|-------------------------------------------------------------------------------------------|
+| 0.0.47 | 2026-03-31 | [75666](https://github.com/airbytehq/airbyte/pull/75666) | Update dependencies |
 | 0.0.46 | 2026-03-24 | [75310](https://github.com/airbytehq/airbyte/pull/75310) | Update dependencies |
 | 0.0.45 | 2026-03-10 | [74606](https://github.com/airbytehq/airbyte/pull/74606) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73424](https://github.com/airbytehq/airbyte/pull/73424) | Update dependencies |
diff --git a/docs/integrations/sources/chameleon.md b/docs/integrations/sources/chameleon.md
index 8d675fb12fb9..91dfc41d864e 100644
--- a/docs/integrations/sources/chameleon.md
+++ b/docs/integrations/sources/chameleon.md
@@ -40,6 +40,7 @@ Refer `https://app.chameleon.io/settings/tokens` for getting your API key.
 
 | Version          | Date       | Pull Request | Subject        |
 |------------------|------------|--------------|----------------|
+| 0.1.46 | 2026-03-31 | [75782](https://github.com/airbytehq/airbyte/pull/75782) | Update dependencies |
 | 0.1.45 | 2026-03-17 | [75104](https://github.com/airbytehq/airbyte/pull/75104) | Update dependencies |
 | 0.1.44 | 2026-02-24 | [73794](https://github.com/airbytehq/airbyte/pull/73794) | Update dependencies |
 | 0.1.43 | 2026-02-17 | [73469](https://github.com/airbytehq/airbyte/pull/73469) | Update dependencies |
diff --git a/docs/integrations/sources/chift.md b/docs/integrations/sources/chift.md
index 326fd014e9ce..e1f1558734d9 100644
--- a/docs/integrations/sources/chift.md
+++ b/docs/integrations/sources/chift.md
@@ -23,6 +23,7 @@ Chift is a tool that allows for the integration of financial data into SaaS prod
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.11 | 2026-03-31 | [75769](https://github.com/airbytehq/airbyte/pull/75769) | Update dependencies |
 | 0.0.10 | 2026-03-17 | [75077](https://github.com/airbytehq/airbyte/pull/75077) | Update dependencies |
 | 0.0.9 | 2026-03-10 | [74454](https://github.com/airbytehq/airbyte/pull/74454) | Update dependencies |
 | 0.0.8 | 2026-02-24 | [73822](https://github.com/airbytehq/airbyte/pull/73822) | Update dependencies |
diff --git a/docs/integrations/sources/churnkey.md b/docs/integrations/sources/churnkey.md
index 18910ad4b738..50dec8d26a9b 100644
--- a/docs/integrations/sources/churnkey.md
+++ b/docs/integrations/sources/churnkey.md
@@ -21,6 +21,7 @@ connects to churnkey to retrieve session details
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.25 | 2026-03-31 | [75740](https://github.com/airbytehq/airbyte/pull/75740) | Update dependencies |
 | 0.0.24 | 2026-03-24 | [75397](https://github.com/airbytehq/airbyte/pull/75397) | Update dependencies |
 | 0.0.23 | 2026-03-10 | [74420](https://github.com/airbytehq/airbyte/pull/74420) | Update dependencies |
 | 0.0.22 | 2026-02-24 | [73801](https://github.com/airbytehq/airbyte/pull/73801) | Update dependencies |
diff --git a/docs/integrations/sources/cimis.md b/docs/integrations/sources/cimis.md
index 10430f0a55a5..7e82102525ae 100644
--- a/docs/integrations/sources/cimis.md
+++ b/docs/integrations/sources/cimis.md
@@ -33,6 +33,7 @@ To get started, register and request your appKey from the [CIMIS website](https:
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.52 | 2026-03-31 | [75786](https://github.com/airbytehq/airbyte/pull/75786) | Update dependencies |
 | 0.0.51 | 2026-03-24 | [74457](https://github.com/airbytehq/airbyte/pull/74457) | Update dependencies |
 | 0.0.50 | 2026-02-24 | [73825](https://github.com/airbytehq/airbyte/pull/73825) | Update dependencies |
 | 0.0.49 | 2026-02-17 | [73475](https://github.com/airbytehq/airbyte/pull/73475) | Update dependencies |
diff --git a/docs/integrations/sources/cin7.md b/docs/integrations/sources/cin7.md
index a9ac188a7fe8..1541e574ada5 100644
--- a/docs/integrations/sources/cin7.md
+++ b/docs/integrations/sources/cin7.md
@@ -39,6 +39,7 @@ Create an application and note down the Account Id and the API key, you will nee
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.3.31 | 2026-03-31 | [75744](https://github.com/airbytehq/airbyte/pull/75744) | Update dependencies |
 | 0.3.30 | 2026-03-17 | [75102](https://github.com/airbytehq/airbyte/pull/75102) | Update dependencies |
 | 0.3.29 | 2026-02-24 | [73826](https://github.com/airbytehq/airbyte/pull/73826) | Update dependencies |
 | 0.3.28 | 2026-02-17 | [73024](https://github.com/airbytehq/airbyte/pull/73024) | Update dependencies |
diff --git a/docs/integrations/sources/clarif-ai.md b/docs/integrations/sources/clarif-ai.md
index 6535462436ec..80635d7c39a6 100644
--- a/docs/integrations/sources/clarif-ai.md
+++ b/docs/integrations/sources/clarif-ai.md
@@ -31,6 +31,7 @@ API Documentation: https://docs.clarifai.com/api-guide/api-overview/helpful-api-
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.53 | 2026-03-31 | [75753](https://github.com/airbytehq/airbyte/pull/75753) | Update dependencies |
 | 0.0.52 | 2026-03-17 | [75073](https://github.com/airbytehq/airbyte/pull/75073) | Update dependencies |
 | 0.0.51 | 2026-03-10 | [74437](https://github.com/airbytehq/airbyte/pull/74437) | Update dependencies |
 | 0.0.50 | 2026-03-03 | [74227](https://github.com/airbytehq/airbyte/pull/74227) | Update dependencies |
diff --git a/docs/integrations/sources/clazar.md b/docs/integrations/sources/clazar.md
index d0fc6bb1e8fa..c6258d6f4d97 100644
--- a/docs/integrations/sources/clazar.md
+++ b/docs/integrations/sources/clazar.md
@@ -112,6 +112,7 @@ Please [create an issue](https://github.com/airbytehq/airbyte/issues) if you see
 
 | Version | Date       | Pull Request                                             | Subject                                                                   |
 |:--------|:-----------|:---------------------------------------------------------|:--------------------------------------------------------------------------|
+| 0.4.52 | 2026-03-31 | [75759](https://github.com/airbytehq/airbyte/pull/75759) | Update dependencies |
 | 0.4.51 | 2026-03-17 | [75079](https://github.com/airbytehq/airbyte/pull/75079) | Update dependencies |
 | 0.4.50 | 2026-03-10 | [74422](https://github.com/airbytehq/airbyte/pull/74422) | Update dependencies |
 | 0.4.49 | 2026-02-24 | [73795](https://github.com/airbytehq/airbyte/pull/73795) | Update dependencies |
diff --git a/docs/integrations/sources/clickup-api.md b/docs/integrations/sources/clickup-api.md
index 00e745917e96..4eb8aab56c02 100644
--- a/docs/integrations/sources/clickup-api.md
+++ b/docs/integrations/sources/clickup-api.md
@@ -57,6 +57,7 @@ Here are some optional fields:
 
 | Version | Date       | Pull Request                                             | Subject                           |
 | :------ | :--------- | :------------------------------------------------------- | :-------------------------------- |
+| 0.3.45 | 2026-03-31 | [75750](https://github.com/airbytehq/airbyte/pull/75750) | Update dependencies |
 | 0.3.44 | 2026-03-17 | [75076](https://github.com/airbytehq/airbyte/pull/75076) | Update dependencies |
 | 0.3.43 | 2026-03-03 | [74217](https://github.com/airbytehq/airbyte/pull/74217) | Update dependencies |
 | 0.3.42 | 2026-02-17 | [72740](https://github.com/airbytehq/airbyte/pull/72740) | Update dependencies |
diff --git a/docs/integrations/sources/clockodo.md b/docs/integrations/sources/clockodo.md
index 90e67c84972d..8f4cf3ca8dba 100644
--- a/docs/integrations/sources/clockodo.md
+++ b/docs/integrations/sources/clockodo.md
@@ -40,6 +40,7 @@ The Airbyte connector for Clockodo enables seamless data integration between Clo
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75751](https://github.com/airbytehq/airbyte/pull/75751) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [75067](https://github.com/airbytehq/airbyte/pull/75067) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74418](https://github.com/airbytehq/airbyte/pull/74418) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73806](https://github.com/airbytehq/airbyte/pull/73806) | Update dependencies |
diff --git a/docs/integrations/sources/coassemble.md b/docs/integrations/sources/coassemble.md
index e0a7bd3a1b1f..54d718d8dd31 100644
--- a/docs/integrations/sources/coassemble.md
+++ b/docs/integrations/sources/coassemble.md
@@ -26,6 +26,7 @@ See the [Coassemble API docs](https://developers.coassemble.com/get-started) for
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.48 | 2026-03-31 | [75754](https://github.com/airbytehq/airbyte/pull/75754) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [75106](https://github.com/airbytehq/airbyte/pull/75106) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [73827](https://github.com/airbytehq/airbyte/pull/73827) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73446](https://github.com/airbytehq/airbyte/pull/73446) | Update dependencies |
diff --git a/docs/integrations/sources/drift.md b/docs/integrations/sources/drift.md
index f4972b56afb9..e48aab814448 100644
--- a/docs/integrations/sources/drift.md
+++ b/docs/integrations/sources/drift.md
@@ -56,6 +56,7 @@ The Drift connector should not run into Drift API limitations under normal usage
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.4.47 | 2026-03-31 | [75779](https://github.com/airbytehq/airbyte/pull/75779) | Update dependencies |
 | 0.4.46 | 2026-03-24 | [75036](https://github.com/airbytehq/airbyte/pull/75036) | Update dependencies |
 | 0.4.45 | 2026-03-03 | [74193](https://github.com/airbytehq/airbyte/pull/74193) | Update dependencies |
 | 0.4.44 | 2026-02-03 | [72603](https://github.com/airbytehq/airbyte/pull/72603) | Update dependencies |
diff --git a/docs/integrations/sources/dropbox-sign.md b/docs/integrations/sources/dropbox-sign.md
index 084c5e946348..b37fffe111c5 100644
--- a/docs/integrations/sources/dropbox-sign.md
+++ b/docs/integrations/sources/dropbox-sign.md
@@ -23,6 +23,7 @@ See the [API docs](https://developers.hellosign.com/api/reference/authentication
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.48 | 2026-03-31 | [75773](https://github.com/airbytehq/airbyte/pull/75773) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74472](https://github.com/airbytehq/airbyte/pull/74472) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73920](https://github.com/airbytehq/airbyte/pull/73920) | Update dependencies |
 | 0.0.45 | 2026-02-03 | [72618](https://github.com/airbytehq/airbyte/pull/72618) | Update dependencies |
diff --git a/docs/integrations/sources/dwolla.md b/docs/integrations/sources/dwolla.md
index faac65cb21c0..a2b8ebaf3a21 100644
--- a/docs/integrations/sources/dwolla.md
+++ b/docs/integrations/sources/dwolla.md
@@ -27,6 +27,7 @@ API Reference: https://developers.dwolla.com/docs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.32 | 2026-03-31 | [75813](https://github.com/airbytehq/airbyte/pull/75813) | Update dependencies |
 | 0.0.31 | 2026-03-17 | [74996](https://github.com/airbytehq/airbyte/pull/74996) | Update dependencies |
 | 0.0.30 | 2026-03-10 | [74191](https://github.com/airbytehq/airbyte/pull/74191) | Update dependencies |
 | 0.0.29 | 2026-02-17 | [72630](https://github.com/airbytehq/airbyte/pull/72630) | Update dependencies |
diff --git a/docs/integrations/sources/e-conomic.md b/docs/integrations/sources/e-conomic.md
index 63a400c91757..de263db7c240 100644
--- a/docs/integrations/sources/e-conomic.md
+++ b/docs/integrations/sources/e-conomic.md
@@ -52,6 +52,7 @@ The Airbyte connector for e-conomic enables seamless integration with the e-cono
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75774](https://github.com/airbytehq/airbyte/pull/75774) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75037](https://github.com/airbytehq/airbyte/pull/75037) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74429](https://github.com/airbytehq/airbyte/pull/74429) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [73488](https://github.com/airbytehq/airbyte/pull/73488) | Update dependencies |
diff --git a/docs/integrations/sources/easypromos.md b/docs/integrations/sources/easypromos.md
index 81007c157766..9b8e26fdc934 100644
--- a/docs/integrations/sources/easypromos.md
+++ b/docs/integrations/sources/easypromos.md
@@ -25,6 +25,7 @@ Airbyte connector for [Easypromos](https://www.easypromosapp.com/) enables seaml
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75772](https://github.com/airbytehq/airbyte/pull/75772) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [74471](https://github.com/airbytehq/airbyte/pull/74471) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73908](https://github.com/airbytehq/airbyte/pull/73908) | Update dependencies |
 | 0.0.46 | 2026-02-17 | [73453](https://github.com/airbytehq/airbyte/pull/73453) | Update dependencies |
diff --git a/docs/integrations/sources/ebay-finance.md b/docs/integrations/sources/ebay-finance.md
index 66154dd89f5d..3ae1a19f5b3b 100644
--- a/docs/integrations/sources/ebay-finance.md
+++ b/docs/integrations/sources/ebay-finance.md
@@ -28,6 +28,7 @@ Documentation: https://developer.ebay.com/api-docs/sell/finances/overview.html
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.33 | 2026-03-31 | [75781](https://github.com/airbytehq/airbyte/pull/75781) | Update dependencies |
 | 0.0.32 | 2026-03-17 | [75006](https://github.com/airbytehq/airbyte/pull/75006) | Update dependencies |
 | 0.0.31 | 2026-03-10 | [74445](https://github.com/airbytehq/airbyte/pull/74445) | Update dependencies |
 | 0.0.30 | 2026-02-24 | [73910](https://github.com/airbytehq/airbyte/pull/73910) | Update dependencies |
diff --git a/docs/integrations/sources/employment-hero.md b/docs/integrations/sources/employment-hero.md
index a51ea7a866fd..1dbafb6b2d46 100644
--- a/docs/integrations/sources/employment-hero.md
+++ b/docs/integrations/sources/employment-hero.md
@@ -58,6 +58,7 @@ Hit Get new Access token and approve via browser, Postman will collect a new `ac
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.48 | 2026-03-31 | [75776](https://github.com/airbytehq/airbyte/pull/75776) | Update dependencies |
 | 0.0.47 | 2026-03-24 | [75338](https://github.com/airbytehq/airbyte/pull/75338) | Update dependencies |
 | 0.0.46 | 2026-03-10 | [74440](https://github.com/airbytehq/airbyte/pull/74440) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73901](https://github.com/airbytehq/airbyte/pull/73901) | Update dependencies |
diff --git a/docs/integrations/sources/eventbrite.md b/docs/integrations/sources/eventbrite.md
index cdfd11eb0444..5dab09d68cd1 100644
--- a/docs/integrations/sources/eventbrite.md
+++ b/docs/integrations/sources/eventbrite.md
@@ -37,6 +37,7 @@ To get a Private Token:
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.49 | 2026-03-31 | [75778](https://github.com/airbytehq/airbyte/pull/75778) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [74468](https://github.com/airbytehq/airbyte/pull/74468) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73906](https://github.com/airbytehq/airbyte/pull/73906) | Update dependencies |
 | 0.0.46 | 2026-02-17 | [73456](https://github.com/airbytehq/airbyte/pull/73456) | Update dependencies |
diff --git a/docs/integrations/sources/eventee.md b/docs/integrations/sources/eventee.md
index ebdb724bc729..1741250bab21 100644
--- a/docs/integrations/sources/eventee.md
+++ b/docs/integrations/sources/eventee.md
@@ -27,6 +27,7 @@ The Airbyte connector for Eventee enables seamless integration and automated dat
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75775](https://github.com/airbytehq/airbyte/pull/75775) | Update dependencies |
 | 0.0.50 | 2026-03-17 | [75004](https://github.com/airbytehq/airbyte/pull/75004) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74436](https://github.com/airbytehq/airbyte/pull/74436) | Update dependencies |
 | 0.0.48 | 2026-03-03 | [73923](https://github.com/airbytehq/airbyte/pull/73923) | Update dependencies |
diff --git a/docs/integrations/sources/ezofficeinventory.md b/docs/integrations/sources/ezofficeinventory.md
index 57d4478afe03..ba4db028220c 100644
--- a/docs/integrations/sources/ezofficeinventory.md
+++ b/docs/integrations/sources/ezofficeinventory.md
@@ -37,6 +37,7 @@ A manifest only source for EZOfficeInventory. https://ezo.io/ezofficeinventory/
 
 | Version | Date       | Pull Request                                             | Subject                                                                                   |
 |---------|------------|----------------------------------------------------------|-------------------------------------------------------------------------------------------|
+| 0.0.50 | 2026-03-31 | [75806](https://github.com/airbytehq/airbyte/pull/75806) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [74999](https://github.com/airbytehq/airbyte/pull/74999) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74432](https://github.com/airbytehq/airbyte/pull/74432) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73897](https://github.com/airbytehq/airbyte/pull/73897) | Update dependencies |
diff --git a/docs/integrations/sources/facebook-marketing.md b/docs/integrations/sources/facebook-marketing.md
index 6ff3d8154229..74ac3631c251 100644
--- a/docs/integrations/sources/facebook-marketing.md
+++ b/docs/integrations/sources/facebook-marketing.md
@@ -446,6 +446,8 @@ Facebook’s Ads Insights API dynamically aggregates and filters metrics. Purcha
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                                                                                                                                           |
 |:-----------|:-----------|:---------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 5.2.4 | 2026-04-01 | [75981](https://github.com/airbytehq/airbyte/pull/75981) | Fix ad_creatives_from_ads stream crash by catching AirbyteTracedException in creative detail fetching |
+| 5.2.3 | 2026-03-24 | [75372](https://github.com/airbytehq/airbyte/pull/75372) | Fix `_collect_child_ids`: clamp `since <= until` after retention validation, add retry logic for transient `Job Failed` status, and apply `fields_exceptions` filtering to exclude problematic fields from API requests |
 | 5.2.2 | 2026-03-17 | [75130](https://github.com/airbytehq/airbyte/pull/75130) | Extend upgrade deadline for version 5.0.0 breaking changes to 2026-04-10 |
 | 5.2.1 | 2026-03-09 | [74147](https://github.com/airbytehq/airbyte/pull/74147) | Add calendar-aligned time periods (daily/weekly/monthly) to InsightConfig |
 | 5.2.0 | 2026-03-09 | [72835](https://github.com/airbytehq/airbyte/pull/72835) | Add ad_creatives_from_ads stream as alternative to ad_creatives |
diff --git a/docs/integrations/sources/factorial.md b/docs/integrations/sources/factorial.md
index 0261e0205255..e8ba4dfea9e5 100644
--- a/docs/integrations/sources/factorial.md
+++ b/docs/integrations/sources/factorial.md
@@ -53,6 +53,7 @@ Visit `https://apidoc.factorialhr.com/reference` for API documentation
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.48 | 2026-03-31 | [75809](https://github.com/airbytehq/airbyte/pull/75809) | Update dependencies |
 | 0.0.47 | 2026-03-24 | [74467](https://github.com/airbytehq/airbyte/pull/74467) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [74190](https://github.com/airbytehq/airbyte/pull/74190) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73483](https://github.com/airbytehq/airbyte/pull/73483) | Update dependencies |
diff --git a/docs/integrations/sources/faker.md b/docs/integrations/sources/faker.md
index 6678622dfabf..695443b6b5c8 100644
--- a/docs/integrations/sources/faker.md
+++ b/docs/integrations/sources/faker.md
@@ -47,6 +47,10 @@ Each purchase record includes: `id`, `user_id`, `product_id`, `created_at`, `upd
 
 | Version     | Date       | Pull Request                                                                                                          | Subject                                                                                                         |
 |:------------|:-----------| :-------------------------------------------------------------------------------------------------------------------- |:----------------------------------------------------------------------------------------------------------------|
+| 7.1.0 | 2026-03-31 | [75941](https://github.com/airbytehq/airbyte/pull/75941) | Promoted release candidate to GA |
+| 7.1.0-rc.2 | 2026-03-31 | [75926](https://github.com/airbytehq/airbyte/pull/75926) | Bump source-faker to RC2 for progressive rollout e2e test |
+| 7.1.0-rc.1 | 2026-03-31 | [75908](https://github.com/airbytehq/airbyte/pull/75908) | test: progressive rollout e2e test on source-faker |
+| 7.0.4 | 2026-03-31 | [75657](https://github.com/airbytehq/airbyte/pull/75657) | Patch version bump (test publish) |
 | 7.0.3 | 2026-03-20 | [75256](https://github.com/airbytehq/airbyte/pull/75256) | Re-release to verify yank/un-yank behavior in ops CLI registry pipeline |
 | 7.0.2 | 2026-03-19 | [75232](https://github.com/airbytehq/airbyte/pull/75232) | Patch version bump (ops CLI registry post-launch test) |
 | 7.0.1 | 2026-03-13 | [74818](https://github.com/airbytehq/airbyte/pull/74818) | Patch version bump (publish test) |
diff --git a/docs/integrations/sources/fastly.md b/docs/integrations/sources/fastly.md
index a51cb8de856a..18976a6dc6a0 100644
--- a/docs/integrations/sources/fastly.md
+++ b/docs/integrations/sources/fastly.md
@@ -28,6 +28,7 @@ API Reference: https://www.fastly.com/documentation/reference/api/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.31 | 2026-03-31 | [75760](https://github.com/airbytehq/airbyte/pull/75760) | Update dependencies |
 | 0.0.30 | 2026-03-17 | [74914](https://github.com/airbytehq/airbyte/pull/74914) | Update dependencies |
 | 0.0.29 | 2026-02-24 | [73778](https://github.com/airbytehq/airbyte/pull/73778) | Update dependencies |
 | 0.0.28 | 2026-02-17 | [73403](https://github.com/airbytehq/airbyte/pull/73403) | Update dependencies |
diff --git a/docs/integrations/sources/feishu.md b/docs/integrations/sources/feishu.md
index 9a64339ad364..65321942794a 100644
--- a/docs/integrations/sources/feishu.md
+++ b/docs/integrations/sources/feishu.md
@@ -71,6 +71,7 @@ The **records** stream returns all records from the specified Bitable table. Eac
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.4 | 2026-03-31 | [75717](https://github.com/airbytehq/airbyte/pull/75717) | Update dependencies |
 | 0.0.3 | 2026-03-17 | [74640](https://github.com/airbytehq/airbyte/pull/74640) | Update dependencies |
 | 0.0.2 | 2026-02-24 | [73777](https://github.com/airbytehq/airbyte/pull/73777) | Update dependencies |
 | 0.0.1 | 2026-02-19 | [71256](https://github.com/airbytehq/airbyte/pull/71256) | Initial release by [@WYW-min](https://github.com/WYW-min) via Connector Builder |
diff --git a/docs/integrations/sources/fillout.md b/docs/integrations/sources/fillout.md
index 4996cf5d12d4..9f810dcaa184 100644
--- a/docs/integrations/sources/fillout.md
+++ b/docs/integrations/sources/fillout.md
@@ -24,6 +24,7 @@ The Airbyte connector for Fillout.com enables seamless data synchronization betw
 
 | Version | Date       | Pull Request | Subject                                                                             |
 | ------- | ---------- | ------------ | ----------------------------------------------------------------------------------- |
+| 0.2.45 | 2026-03-31 | [75756](https://github.com/airbytehq/airbyte/pull/75756) | Update dependencies |
 | 0.2.44 | 2026-03-17 | [74686](https://github.com/airbytehq/airbyte/pull/74686) | Update dependencies |
 | 0.2.43 | 2026-02-24 | [73766](https://github.com/airbytehq/airbyte/pull/73766) | Update dependencies |
 | 0.2.42 | 2026-01-20 | [71956](https://github.com/airbytehq/airbyte/pull/71956) | Update dependencies |
diff --git a/docs/integrations/sources/finage.md b/docs/integrations/sources/finage.md
index ea6d64acc782..5a3279ddf77a 100644
--- a/docs/integrations/sources/finage.md
+++ b/docs/integrations/sources/finage.md
@@ -44,6 +44,7 @@ This connector can be used to extract data from various APIs such as symbol-list
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75763](https://github.com/airbytehq/airbyte/pull/75763) | Update dependencies |
 | 0.0.48 | 2026-03-17 | [74638](https://github.com/airbytehq/airbyte/pull/74638) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73748](https://github.com/airbytehq/airbyte/pull/73748) | Update dependencies |
 | 0.0.46 | 2026-02-17 | [73373](https://github.com/airbytehq/airbyte/pull/73373) | Update dependencies |
diff --git a/docs/integrations/sources/financial-modelling.md b/docs/integrations/sources/financial-modelling.md
index 0b8b968eaac5..10f8bb15f2b7 100644
--- a/docs/integrations/sources/financial-modelling.md
+++ b/docs/integrations/sources/financial-modelling.md
@@ -42,6 +42,7 @@ Docs : https://site.financialmodelingprep.com/developer/docs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75716](https://github.com/airbytehq/airbyte/pull/75716) | Update dependencies |
 | 0.0.46 | 2026-03-17 | [74642](https://github.com/airbytehq/airbyte/pull/74642) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73743](https://github.com/airbytehq/airbyte/pull/73743) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73405](https://github.com/airbytehq/airbyte/pull/73405) | Update dependencies |
diff --git a/docs/integrations/sources/finnworlds.md b/docs/integrations/sources/finnworlds.md
index 03294042aacb..8395f54eb001 100644
--- a/docs/integrations/sources/finnworlds.md
+++ b/docs/integrations/sources/finnworlds.md
@@ -33,6 +33,7 @@ Docs : https://finnworlds.com/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75758](https://github.com/airbytehq/airbyte/pull/75758) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74684](https://github.com/airbytehq/airbyte/pull/74684) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73779](https://github.com/airbytehq/airbyte/pull/73779) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73409](https://github.com/airbytehq/airbyte/pull/73409) | Update dependencies |
diff --git a/docs/integrations/sources/firehydrant.md b/docs/integrations/sources/firehydrant.md
index 0fccff43891d..73754d114ed3 100644
--- a/docs/integrations/sources/firehydrant.md
+++ b/docs/integrations/sources/firehydrant.md
@@ -58,6 +58,7 @@ The Airbyte connector for FireHydrant enables seamless data integration between
 
 | Version | Date              | Pull Request | Subject        |
 |---------|-------------------|--------------|----------------|
+| 1.0.3 | 2026-03-31 | [75721](https://github.com/airbytehq/airbyte/pull/75721) | Update dependencies |
 | 1.0.2 | 2026-03-17 | [74945](https://github.com/airbytehq/airbyte/pull/74945) | Update dependencies |
 | 1.0.1 | 2026-03-03 | [73781](https://github.com/airbytehq/airbyte/pull/73781) | Update dependencies |
 | 1.0.0 | 2026-02-24 | [74008](https://github.com/airbytehq/airbyte/pull/74008) | Rename `enviroments` stream to `environments` |
diff --git a/docs/integrations/sources/fleetio.md b/docs/integrations/sources/fleetio.md
index edc942e19a8a..aac829cd524f 100644
--- a/docs/integrations/sources/fleetio.md
+++ b/docs/integrations/sources/fleetio.md
@@ -51,6 +51,7 @@ Our source connector adheres to the standard rate limiting with the Airbyte low-
 
 | Version | Date       | Pull Request                                             | Subject                                         |
 |:--------|:-----------|:---------------------------------------------------------|:------------------------------------------------|
+| 0.2.48 | 2026-03-31 | [75725](https://github.com/airbytehq/airbyte/pull/75725) | Update dependencies |
 | 0.2.47 | 2026-03-17 | [74637](https://github.com/airbytehq/airbyte/pull/74637) | Update dependencies |
 | 0.2.46 | 2026-02-24 | [73754](https://github.com/airbytehq/airbyte/pull/73754) | Update dependencies |
 | 0.2.45 | 2026-02-17 | [73378](https://github.com/airbytehq/airbyte/pull/73378) | Update dependencies |
diff --git a/docs/integrations/sources/flowlu.md b/docs/integrations/sources/flowlu.md
index 66d56f075aa0..5eba1d6a7b16 100644
--- a/docs/integrations/sources/flowlu.md
+++ b/docs/integrations/sources/flowlu.md
@@ -55,6 +55,7 @@ Flowlu connector enables seamless data integration between Flowlu, a project man
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75713](https://github.com/airbytehq/airbyte/pull/75713) | Update dependencies |
 | 0.0.47 | 2026-03-24 | [75314](https://github.com/airbytehq/airbyte/pull/75314) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [73776](https://github.com/airbytehq/airbyte/pull/73776) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73376](https://github.com/airbytehq/airbyte/pull/73376) | Update dependencies |
diff --git a/docs/integrations/sources/freightview.md b/docs/integrations/sources/freightview.md
index ac1d5daddcaa..1310464de6ba 100644
--- a/docs/integrations/sources/freightview.md
+++ b/docs/integrations/sources/freightview.md
@@ -22,6 +22,7 @@ An **Airbyte connector for Freightview** enables seamless data integration by ex
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75714](https://github.com/airbytehq/airbyte/pull/75714) | Update dependencies |
 | 0.0.46 | 2026-03-17 | [74918](https://github.com/airbytehq/airbyte/pull/74918) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73764](https://github.com/airbytehq/airbyte/pull/73764) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73383](https://github.com/airbytehq/airbyte/pull/73383) | Update dependencies |
diff --git a/docs/integrations/sources/freshdesk.md b/docs/integrations/sources/freshdesk.md
index 27b5b615aa35..56c048cb4904 100644
--- a/docs/integrations/sources/freshdesk.md
+++ b/docs/integrations/sources/freshdesk.md
@@ -72,6 +72,7 @@ If you don't use the start date Freshdesk will retrieve only the last 30 days. M
 
 | Version | Date       | Pull Request                                             | Subject                                                                               |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------ |
+| 3.2.13 | 2026-03-31 | [75719](https://github.com/airbytehq/airbyte/pull/75719) | Update dependencies |
 | 3.2.12 | 2026-03-24 | [74647](https://github.com/airbytehq/airbyte/pull/74647) | Update dependencies |
 | 3.2.11 | 2026-03-03 | [74188](https://github.com/airbytehq/airbyte/pull/74188) | Update dependencies |
 | 3.2.10 | 2026-02-17 | [73400](https://github.com/airbytehq/airbyte/pull/73400) | Update dependencies |
diff --git a/docs/integrations/sources/freshsales.md b/docs/integrations/sources/freshsales.md
index cba0980043b6..351aa8a93244 100644
--- a/docs/integrations/sources/freshsales.md
+++ b/docs/integrations/sources/freshsales.md
@@ -68,6 +68,7 @@ The Freshsales connector should not run into Freshsales API limitations under no
 
 | Version | Date       | Pull Request                                             | Subject                                                      |
 | :------ | :--------- | :------------------------------------------------------- | :----------------------------------------------------------- |
+| 1.1.46 | 2026-03-31 | [75723](https://github.com/airbytehq/airbyte/pull/75723) | Update dependencies |
 | 1.1.45 | 2026-03-24 | [75315](https://github.com/airbytehq/airbyte/pull/75315) | Update dependencies |
 | 1.1.44 | 2026-03-03 | [74194](https://github.com/airbytehq/airbyte/pull/74194) | Update dependencies |
 | 1.1.43 | 2026-02-17 | [73402](https://github.com/airbytehq/airbyte/pull/73402) | Update dependencies |
diff --git a/docs/integrations/sources/freshservice.md b/docs/integrations/sources/freshservice.md
index 4d038abd9594..b55e40897fce 100644
--- a/docs/integrations/sources/freshservice.md
+++ b/docs/integrations/sources/freshservice.md
@@ -80,6 +80,7 @@ This connector uses the [Freshservice REST API v2](https://api.freshservice.com/
 
 | Version | Date       | Pull Request                                             | Subject                                                                                |
 | :------ | :--------- | :------------------------------------------------------- |:---------------------------------------------------------------------------------------|
+| 1.4.53 | 2026-03-31 | [75664](https://github.com/airbytehq/airbyte/pull/75664) | Update dependencies |
 | 1.4.52 | 2026-03-17 | [74560](https://github.com/airbytehq/airbyte/pull/74560) | Update dependencies |
 | 1.4.51 | 2026-03-03 | [74208](https://github.com/airbytehq/airbyte/pull/74208) | Update dependencies |
 | 1.4.50 | 2026-02-17 | [73399](https://github.com/airbytehq/airbyte/pull/73399) | Update dependencies |
diff --git a/docs/integrations/sources/fulcrum.md b/docs/integrations/sources/fulcrum.md
index 7ba958c2c1f9..098c416d325a 100644
--- a/docs/integrations/sources/fulcrum.md
+++ b/docs/integrations/sources/fulcrum.md
@@ -36,6 +36,7 @@ Airbyte connector for Fulcrum would enable seamless data extraction from the Ful
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75688](https://github.com/airbytehq/airbyte/pull/75688) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [74955](https://github.com/airbytehq/airbyte/pull/74955) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73762](https://github.com/airbytehq/airbyte/pull/73762) | Update dependencies |
 | 0.0.47 | 2026-02-10 | [73065](https://github.com/airbytehq/airbyte/pull/73065) | Update dependencies |
diff --git a/docs/integrations/sources/gcs.md b/docs/integrations/sources/gcs.md
index c61f6ae9fa35..54c01cb4d2cb 100644
--- a/docs/integrations/sources/gcs.md
+++ b/docs/integrations/sources/gcs.md
@@ -236,6 +236,7 @@ Google Cloud Storage (GCS) supports following file formats:
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.10.11 | 2026-03-31 | [75690](https://github.com/airbytehq/airbyte/pull/75690) | Update dependencies |
 | 0.10.10 | 2026-03-24 | [75390](https://github.com/airbytehq/airbyte/pull/75390) | Update dependencies |
 | 0.10.9 | 2026-03-19 | [74779](https://github.com/airbytehq/airbyte/pull/74779) | Fix ZIP file detection for files with compound extensions (e.g. `.csv.zip`) |
 | 0.10.8 | 2026-03-18 | [74781](https://github.com/airbytehq/airbyte/pull/74781) | Fix records quadratic duplication |
diff --git a/docs/integrations/sources/getgist.md b/docs/integrations/sources/getgist.md
index 38b0df0db112..d28c17bc105f 100644
--- a/docs/integrations/sources/getgist.md
+++ b/docs/integrations/sources/getgist.md
@@ -27,6 +27,7 @@ An Airbyte connector for [Gist](https://getgist.com/) would enable data syncing
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75668](https://github.com/airbytehq/airbyte/pull/75668) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74957](https://github.com/airbytehq/airbyte/pull/74957) | Update dependencies |
 | 0.0.46 | 2026-03-10 | [74533](https://github.com/airbytehq/airbyte/pull/74533) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73768](https://github.com/airbytehq/airbyte/pull/73768) | Update dependencies |
diff --git a/docs/integrations/sources/github.md b/docs/integrations/sources/github.md
index f52377ad1fa0..276f7b2c8446 100644
--- a/docs/integrations/sources/github.md
+++ b/docs/integrations/sources/github.md
@@ -229,6 +229,8 @@ Your token should have at least the `repo` scope. Depending on which streams you
 
 | Version    | Date       | Pull Request                                                                                                      | Subject                                                                                                                                                                |
 |:-----------|:-----------|:------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 2.1.16 | 2026-04-02 | [76038](https://github.com/airbytehq/airbyte/pull/76038) | Replace deprecated MessageRepresentationAirbyteTracedErrors with AirbyteTracedException |
+| 2.1.15 | 2026-03-27 | [75508](https://github.com/airbytehq/airbyte/pull/75508) | Add declarative OAuth with `oauth_connector_input_specification` and granular scopes |
 | 2.1.14 | 2026-03-09 | [74284](https://github.com/airbytehq/airbyte/pull/74284) | Fix heartbeat timeout for pull_request_stats by using descending sort on incremental syncs |
 | 2.1.13 | 2026-03-03 | [73698](https://github.com/airbytehq/airbyte/pull/73698) | feat(source-github): use GraphQL API for Releases stream to bypass 10k REST limit |
 | 2.1.12 | 2026-03-03 | [74204](https://github.com/airbytehq/airbyte/pull/74204) | Update dependencies |
@@ -247,171 +249,171 @@ Your token should have at least the `repo` scope. Depending on which streams you
 | 2.0.0 | 2025-10-22 | [68095](https://github.com/airbytehq/airbyte/pull/68095) | **Breaking Change**: Renames `+1` and `-1` fields to `plus_one` and `minus_one` respectively. |
 | 1.9.2 | 2025-10-21 | [68332](https://github.com/airbytehq/airbyte/pull/68332) | Update dependencies |
 | 1.9.1 | 2025-10-20 | [68197](https://github.com/airbytehq/airbyte/pull/68197) | Promoting release candidate 1.9.1-rc.1 to a main version. |
-| 1.9.1-rc.1 | 2025-10-13 | [67584](https://github.com/airbytehq/airbyte/pull/67584)                                                          | Graceful error handling of invalid credentials when running operations                                                                                                 |
-| 1.9.0      | 2025-10-13 | [67708](https://github.com/airbytehq/airbyte/pull/67708)                                                          | Promoting release candidate 1.9.0-rc.3 to a main version.                                                                                                              |
-| 1.9.0-rc.3 | 2025-10-09 | [67589](https://github.com/airbytehq/airbyte/pull/67589)                                                          | Fix min time to wait on token rate limits                                                                                                                              |
-| 1.9.0-rc.2 | 2025-10-03 | [67026](https://github.com/airbytehq/airbyte/pull/67026)                                                          | Fix converting datetime in workflows stream                                                                                                                            |
-| 1.9.0-rc.1 | 2025-10-02 | [66736](https://github.com/airbytehq/airbyte/pull/66736)                                                          | Update to airbyte-cdk v^7                                                                                                                                              |
-| 1.8.42     | 2025-09-30 | [66166](https://github.com/airbytehq/airbyte/pull/66166)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.41     | 2025-09-09 | [66065](https://github.com/airbytehq/airbyte/pull/66065)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.40     | 2025-08-23 | [65375](https://github.com/airbytehq/airbyte/pull/65375)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.39     | 2025-08-16 | [64982](https://github.com/airbytehq/airbyte/pull/64982)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.38     | 2025-08-09 | [64580](https://github.com/airbytehq/airbyte/pull/64580)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.37     | 2025-08-02 | [64231](https://github.com/airbytehq/airbyte/pull/64231)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.36     | 2025-07-26 | [63810](https://github.com/airbytehq/airbyte/pull/63810)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.35     | 2025-07-19 | [63520](https://github.com/airbytehq/airbyte/pull/63520)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.34     | 2025-07-12 | [63158](https://github.com/airbytehq/airbyte/pull/63158)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.33     | 2025-07-05 | [62666](https://github.com/airbytehq/airbyte/pull/62666)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.32     | 2025-06-28 | [62166](https://github.com/airbytehq/airbyte/pull/62166)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.31     | 2025-06-25 | [62054](https://github.com/airbytehq/airbyte/pull/62054)                                                          | Fix problem with `contributor_activity` stream when author is not present/none                                                                                         |
-| 1.8.30     | 2025-06-23 | [61742](https://github.com/airbytehq/airbyte/pull/61742)                                                          | Handle conflict when empty repositories, we will ignore                                                                                                                |
-| 1.8.29     | 2025-06-21 | [61857](https://github.com/airbytehq/airbyte/pull/61857)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.28     | 2025-06-15 | [61603](https://github.com/airbytehq/airbyte/pull/61603)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.27     | 2025-06-07 | [54931](https://github.com/airbytehq/airbyte/pull/54931)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.26     | 2025-02-22 | [54404](https://github.com/airbytehq/airbyte/pull/54404)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.25     | 2025-02-15 | [53703](https://github.com/airbytehq/airbyte/pull/53703)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.24     | 2025-02-01 | [52875](https://github.com/airbytehq/airbyte/pull/52875)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.23     | 2025-01-25 | [52364](https://github.com/airbytehq/airbyte/pull/52364)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.22     | 2025-01-18 | [51666](https://github.com/airbytehq/airbyte/pull/51666)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.21     | 2025-01-11 | [51130](https://github.com/airbytehq/airbyte/pull/51130)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.20     | 2025-01-04 | [50517](https://github.com/airbytehq/airbyte/pull/50517)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.19     | 2024-12-21 | [50055](https://github.com/airbytehq/airbyte/pull/50055)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.18     | 2024-12-14 | [49178](https://github.com/airbytehq/airbyte/pull/49178)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.17     | 2024-11-25 | [48631](https://github.com/airbytehq/airbyte/pull/48631)                                                          | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
-| 1.8.16     | 2024-11-05 | [48318](https://github.com/airbytehq/airbyte/pull/48318)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.15     | 2024-10-28 | [47051](https://github.com/airbytehq/airbyte/pull/47051)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.14     | 2024-10-12 | [46766](https://github.com/airbytehq/airbyte/pull/46766)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.13     | 2024-10-05 | [46415](https://github.com/airbytehq/airbyte/pull/46415)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.12     | 2024-09-28 | [46117](https://github.com/airbytehq/airbyte/pull/46117)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.11     | 2024-09-21 | [45742](https://github.com/airbytehq/airbyte/pull/45742)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.10     | 2024-09-14 | [45557](https://github.com/airbytehq/airbyte/pull/45557)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.9      | 2024-09-07 | [45320](https://github.com/airbytehq/airbyte/pull/45320)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.8      | 2024-08-23 | [44592](https://github.com/airbytehq/airbyte/pull/44592)                                                          | Fix state handling for stream WorkflowRuns                                                                                                                             |
-| 1.8.7      | 2024-08-31 | [45061](https://github.com/airbytehq/airbyte/pull/45061)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.6      | 2024-08-24 | [44703](https://github.com/airbytehq/airbyte/pull/44703)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.5      | 2024-08-17 | [44227](https://github.com/airbytehq/airbyte/pull/44227)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.4      | 2024-08-12 | [43749](https://github.com/airbytehq/airbyte/pull/43749)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.3      | 2024-08-10 | [42671](https://github.com/airbytehq/airbyte/pull/42671)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.2      | 2024-08-20 | [42966](https://github.com/airbytehq/airbyte/pull/42966)                                                          | Bump cdk version and enable RFR for all non-incremental streams                                                                                                        |
-| 1.8.1      | 2024-07-20 | [42342](https://github.com/airbytehq/airbyte/pull/42342)                                                          | Update dependencies                                                                                                                                                    |
-| 1.8.0      | 2024-07-16 | [41677](https://github.com/airbytehq/airbyte/pull/41677)                                                          | Update to 3.4.0 CDK                                                                                                                                                    |
-| 1.7.13     | 2024-07-13 | [41746](https://github.com/airbytehq/airbyte/pull/41746)                                                          | Update dependencies                                                                                                                                                    |
-| 1.7.12     | 2024-07-10 | [41354](https://github.com/airbytehq/airbyte/pull/41354)                                                          | Update dependencies                                                                                                                                                    |
-| 1.7.11     | 2024-07-09 | [41221](https://github.com/airbytehq/airbyte/pull/41221)                                                          | Update dependencies                                                                                                                                                    |
-| 1.7.10     | 2024-07-06 | [41000](https://github.com/airbytehq/airbyte/pull/41000)                                                          | Update dependencies                                                                                                                                                    |
-| 1.7.9      | 2024-06-25 | [40289](https://github.com/airbytehq/airbyte/pull/40289)                                                          | Update dependencies                                                                                                                                                    |
-| 1.7.8      | 2024-06-22 | [40128](https://github.com/airbytehq/airbyte/pull/40128)                                                          | Update dependencies                                                                                                                                                    |
-| 1.7.7      | 2024-06-17 | [39513](https://github.com/airbytehq/airbyte/pull/39513)                                                          | Update deprecated state handling method                                                                                                                                |
-| 1.7.6      | 2024-06-04 | [39078](https://github.com/airbytehq/airbyte/pull/39078)                                                          | [autopull] Upgrade base image to v1.2.1                                                                                                                                |
-| 1.7.5      | 2024-05-29 | [38341](https://github.com/airbytehq/airbyte/pull/38341)                                                          | Add `max_waiting_time` to configuration                                                                                                                                |
-| 1.7.4      | 2024-05-21 | [38341](https://github.com/airbytehq/airbyte/pull/38341)                                                          | Update CDK authenticator package                                                                                                                                       |
-| 1.7.3      | 2024-05-20 | [38299](https://github.com/airbytehq/airbyte/pull/38299)                                                          | Fixed spec typo                                                                                                                                                        |
-| 1.7.2      | 2024-04-19 | [36636](https://github.com/airbytehq/airbyte/pull/36636)                                                          | Updating to 0.80.0 CDK                                                                                                                                                 |
-| 1.7.1      | 2024-04-12 | [36636](https://github.com/airbytehq/airbyte/pull/36636)                                                          | schema descriptions                                                                                                                                                    |
-| 1.7.0      | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267)                                                          | Pin airbyte-cdk version to `^0`                                                                                                                                        |
-| 1.6.5      | 2024-03-12 | [35986](https://github.com/airbytehq/airbyte/pull/35986)                                                          | Handle rate limit exception as config error                                                                                                                            |
-| 1.6.4      | 2024-03-08 | [35915](https://github.com/airbytehq/airbyte/pull/35915)                                                          | Fix per stream error handler; Make use the latest CDK version                                                                                                          |
-| 1.6.3      | 2024-02-15 | [35271](https://github.com/airbytehq/airbyte/pull/35271)                                                          | Update branches schema                                                                                                                                                 |
-| 1.6.2      | 2024-02-12 | [34933](https://github.com/airbytehq/airbyte/pull/34933)                                                          | Update Airbyte CDK for integration tests                                                                                                                               |
-| 1.6.1      | 2024-02-09 | [35087](https://github.com/airbytehq/airbyte/pull/35087)                                                          | Manage dependencies with Poetry.                                                                                                                                       |
-| 1.6.0      | 2024-02-02 | [34700](https://github.com/airbytehq/airbyte/pull/34700)                                                          | Continue Sync on Stream failure                                                                                                                                        |
-| 1.5.7      | 2024-01-29 | [34598](https://github.com/airbytehq/airbyte/pull/34598)                                                          | Fix MultipleToken sleep time                                                                                                                                           |
-| 1.5.6      | 2024-01-26 | [34503](https://github.com/airbytehq/airbyte/pull/34503)                                                          | Fix MultipleToken rotation logic                                                                                                                                       |
-| 1.5.5      | 2023-12-26 | [33783](https://github.com/airbytehq/airbyte/pull/33783)                                                          | Fix retry for 504 error in GraphQL based streams                                                                                                                       |
-| 1.5.4      | 2023-11-20 | [32679](https://github.com/airbytehq/airbyte/pull/32679)                                                          | Return AirbyteMessage if max retry exeeded for 202 status code                                                                                                         |
-| 1.5.3      | 2023-10-23 | [31702](https://github.com/airbytehq/airbyte/pull/31702)                                                          | Base image migration: remove Dockerfile and use the python-connector-base image                                                                                        |
-| 1.5.2      | 2023-10-13 | [31386](https://github.com/airbytehq/airbyte/pull/31386)                                                          | Handle `ContributorActivity` continuous `ACCEPTED` response                                                                                                            |
-| 1.5.1      | 2023-10-12 | [31307](https://github.com/airbytehq/airbyte/pull/31307)                                                          | Increase backoff_time for stream `ContributorActivity`                                                                                                                 |
-| 1.5.0      | 2023-10-11 | [31300](https://github.com/airbytehq/airbyte/pull/31300)                                                          | Update Schemas: Add date-time format to fields                                                                                                                         |
-| 1.4.6      | 2023-10-04 | [31056](https://github.com/airbytehq/airbyte/pull/31056)                                                          | Migrate spec properties' `repository` and `branch` type to \<array\>                                                                                                   |
-| 1.4.5      | 2023-10-02 | [31023](https://github.com/airbytehq/airbyte/pull/31023)                                                          | Increase backoff for stream `Contributor Activity`                                                                                                                     |
-| 1.4.4      | 2023-10-02 | [30971](https://github.com/airbytehq/airbyte/pull/30971)                                                          | Mark `start_date` as optional.                                                                                                                                         |
-| 1.4.3      | 2023-10-02 | [30979](https://github.com/airbytehq/airbyte/pull/30979)                                                          | Fetch archived records in `Project Cards`                                                                                                                              |
-| 1.4.2      | 2023-09-30 | [30927](https://github.com/airbytehq/airbyte/pull/30927)                                                          | Provide actionable user error messages                                                                                                                                 |
-| 1.4.1      | 2023-09-30 | [30839](https://github.com/airbytehq/airbyte/pull/30839)                                                          | Update CDK to Latest version                                                                                                                                           |
-| 1.4.0      | 2023-09-29 | [30823](https://github.com/airbytehq/airbyte/pull/30823)                                                          | Add new stream `issue Timeline Events`                                                                                                                                 |
-| 1.3.1      | 2023-09-28 | [30824](https://github.com/airbytehq/airbyte/pull/30824)                                                          | Handle empty response in stream `ContributorActivity`                                                                                                                  |
-| 1.3.0      | 2023-09-25 | [30731](https://github.com/airbytehq/airbyte/pull/30731)                                                          | Add new stream `ProjectsV2`                                                                                                                                            |
-| 1.2.1      | 2023-09-22 | [30693](https://github.com/airbytehq/airbyte/pull/30693)                                                          | Handle 404 error in `TeamMemberShips`                                                                                                                                  |
-| 1.2.0      | 2023-09-22 | [30647](https://github.com/airbytehq/airbyte/pull/30647)                                                          | Add support for self-hosted GitHub instances                                                                                                                           |
-| 1.1.1      | 2023-09-21 | [30654](https://github.com/airbytehq/airbyte/pull/30654)                                                          | Rewrite source connection error messages                                                                                                                               |
-| 1.1.0      | 2023-08-03 | [30615](https://github.com/airbytehq/airbyte/pull/30615)                                                          | Add new stream `Contributor Activity`                                                                                                                                  |
-| 1.0.4      | 2023-08-03 | [29031](https://github.com/airbytehq/airbyte/pull/29031)                                                          | Reverted `advancedAuth` spec changes                                                                                                                                   |
-| 1.0.3      | 2023-08-01 | [28910](https://github.com/airbytehq/airbyte/pull/28910)                                                          | Updated `advancedAuth` broken references                                                                                                                               |
-| 1.0.2      | 2023-07-11 | [28144](https://github.com/airbytehq/airbyte/pull/28144)                                                          | Add `archived_at` property to `Organizations` schema parameter                                                                                                         |
-| 1.0.1      | 2023-05-22 | [25838](https://github.com/airbytehq/airbyte/pull/25838)                                                          | Deprecate "page size" input parameter                                                                                                                                  |
-| 1.0.0      | 2023-05-19 | [25778](https://github.com/airbytehq/airbyte/pull/25778)                                                          | Improve repo(s) name validation on UI                                                                                                                                  |
-| 0.5.0      | 2023-05-16 | [25793](https://github.com/airbytehq/airbyte/pull/25793)                                                          | Implement client-side throttling of requests                                                                                                                           |
-| 0.4.11     | 2023-05-12 | [26025](https://github.com/airbytehq/airbyte/pull/26025)                                                          | Added more transparent depiction of the personal access token expired                                                                                                  |
-| 0.4.10     | 2023-05-15 | [26075](https://github.com/airbytehq/airbyte/pull/26075)                                                          | Add more specific error message description for no repos case.                                                                                                         |
-| 0.4.9      | 2023-05-01 | [24523](https://github.com/airbytehq/airbyte/pull/24523)                                                          | Add undeclared columns to spec                                                                                                                                         |
-| 0.4.8      | 2023-04-19 | [25312](https://github.com/airbytehq/airbyte/pull/25312)                                                          | Fix repo name validation                                                                                                                                               |
-| 0.4.7      | 2023-03-24 | [24457](https://github.com/airbytehq/airbyte/pull/24457)                                                          | Add validation and transformation for repositories config                                                                                                              |
-| 0.4.6      | 2023-03-24 | [24398](https://github.com/airbytehq/airbyte/pull/24398)                                                          | Fix caching for `get_starting_point` in stream "Commits"                                                                                                               |
-| 0.4.5      | 2023-03-23 | [24417](https://github.com/airbytehq/airbyte/pull/24417)                                                          | Add pattern_descriptors to fields with an expected format                                                                                                              |
-| 0.4.4      | 2023-03-17 | [24255](https://github.com/airbytehq/airbyte/pull/24255)                                                          | Add field groups and titles to improve display of connector setup form                                                                                                 |
-| 0.4.3      | 2023-03-04 | [22993](https://github.com/airbytehq/airbyte/pull/22993)                                                          | Specified date formatting in specification                                                                                                                             |
-| 0.4.2      | 2023-03-03 | [23467](https://github.com/airbytehq/airbyte/pull/23467)                                                          | Added user friendly messages, added AirbyteTracedException config_error, updated SAT                                                                                   |
-| 0.4.1      | 2023-01-27 | [22039](https://github.com/airbytehq/airbyte/pull/22039)                                                          | Set `AvailabilityStrategy` for streams explicitly to `None`                                                                                                            |
-| 0.4.0      | 2023-01-20 | [21457](https://github.com/airbytehq/airbyte/pull/21457)                                                          | Use GraphQL for `issue_reactions` stream                                                                                                                               |
-| 0.3.12     | 2023-01-18 | [21481](https://github.com/airbytehq/airbyte/pull/21481)                                                          | Handle 502 Bad Gateway error with proper log message                                                                                                                   |
-| 0.3.11     | 2023-01-06 | [21084](https://github.com/airbytehq/airbyte/pull/21084)                                                          | Raise Error if no organizations or repos are available during read                                                                                                     |
-| 0.3.10     | 2022-12-15 | [20523](https://github.com/airbytehq/airbyte/pull/20523)                                                          | Revert changes from 0.3.9                                                                                                                                              |
-| 0.3.9      | 2022-12-14 | [19978](https://github.com/airbytehq/airbyte/pull/19978)                                                          | Update CDK dependency; move custom HTTPError handling into `AvailabilityStrategy` classes                                                                              |
-| 0.3.8      | 2022-11-10 | [19299](https://github.com/airbytehq/airbyte/pull/19299)                                                          | Fix events and workflow_runs datetimes                                                                                                                                 |
-| 0.3.7      | 2022-10-20 | [18213](https://github.com/airbytehq/airbyte/pull/18213)                                                          | Skip retry on HTTP 200                                                                                                                                                 |
-| 0.3.6      | 2022-10-11 | [17852](https://github.com/airbytehq/airbyte/pull/17852)                                                          | Use default behaviour, retry on 429 and all 5XX errors                                                                                                                 |
-| 0.3.5      | 2022-10-07 | [17715](https://github.com/airbytehq/airbyte/pull/17715)                                                          | Improve 502 handling for `comments` stream                                                                                                                             |
-| 0.3.4      | 2022-10-04 | [17555](https://github.com/airbytehq/airbyte/pull/17555)                                                          | Skip repository if got HTTP 500 for WorkflowRuns stream                                                                                                                |
-| 0.3.3      | 2022-09-28 | [17287](https://github.com/airbytehq/airbyte/pull/17287)                                                          | Fix problem with "null" `cursor_field` for WorkflowJobs stream                                                                                                         |
-| 0.3.2      | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304)                                                          | Migrate to per-stream state.                                                                                                                                           |
-| 0.3.1      | 2022-09-21 | [16947](https://github.com/airbytehq/airbyte/pull/16947)                                                          | Improve error logging when handling HTTP 500 error                                                                                                                     |
-| 0.3.0      | 2022-09-09 | [16534](https://github.com/airbytehq/airbyte/pull/16534)                                                          | Add new stream `WorkflowJobs`                                                                                                                                          |
-| 0.2.46     | 2022-08-17 | [15730](https://github.com/airbytehq/airbyte/pull/15730)                                                          | Validate input organizations and repositories                                                                                                                          |
-| 0.2.45     | 2022-08-11 | [15420](https://github.com/airbytehq/airbyte/pull/15420)                                                          | "User" object can be "null"                                                                                                                                            |
-| 0.2.44     | 2022-08-01 | [14795](https://github.com/airbytehq/airbyte/pull/14795)                                                          | Use GraphQL for `pull_request_comment_reactions` stream                                                                                                                |
-| 0.2.43     | 2022-07-26 | [15049](https://github.com/airbytehq/airbyte/pull/15049)                                                          | Bugfix schemas for streams `deployments`, `workflow_runs`, `teams`                                                                                                     |
-| 0.2.42     | 2022-07-12 | [14613](https://github.com/airbytehq/airbyte/pull/14613)                                                          | Improve schema for stream `pull_request_commits` added "null"                                                                                                          |
-| 0.2.41     | 2022-07-03 | [14376](https://github.com/airbytehq/airbyte/pull/14376)                                                          | Add Retry for GraphQL API Resource limitations                                                                                                                         |
-| 0.2.40     | 2022-07-01 | [14338](https://github.com/airbytehq/airbyte/pull/14338)                                                          | Revert: "Rename field `mergeable` to `is_mergeable`"                                                                                                                   |
-| 0.2.39     | 2022-06-30 | [14274](https://github.com/airbytehq/airbyte/pull/14274)                                                          | Rename field `mergeable` to `is_mergeable`                                                                                                                             |
-| 0.2.38     | 2022-06-27 | [13989](https://github.com/airbytehq/airbyte/pull/13989)                                                          | Use GraphQL for `reviews` stream                                                                                                                                       |
-| 0.2.37     | 2022-06-21 | [13955](https://github.com/airbytehq/airbyte/pull/13955)                                                          | Fix "secondary rate limit" not retrying                                                                                                                                |
-| 0.2.36     | 2022-06-20 | [13926](https://github.com/airbytehq/airbyte/pull/13926)                                                          | Break point added for `workflows_runs` stream                                                                                                                          |
-| 0.2.35     | 2022-06-16 | [13763](https://github.com/airbytehq/airbyte/pull/13763)                                                          | Use GraphQL for `pull_request_stats` stream                                                                                                                            |
-| 0.2.34     | 2022-06-14 | [13707](https://github.com/airbytehq/airbyte/pull/13707)                                                          | Fix API sorting, fix `get_starting_point` caching                                                                                                                      |
-| 0.2.33     | 2022-06-08 | [13558](https://github.com/airbytehq/airbyte/pull/13558)                                                          | Enable caching only for parent streams                                                                                                                                 |
-| 0.2.32     | 2022-06-07 | [13531](https://github.com/airbytehq/airbyte/pull/13531)                                                          | Fix different result from `get_starting_point` when reading by pages                                                                                                   |
-| 0.2.31     | 2022-05-24 | [13115](https://github.com/airbytehq/airbyte/pull/13115)                                                          | Add incremental support for streams `WorkflowRuns`                                                                                                                     |
-| 0.2.30     | 2022-05-09 | [12294](https://github.com/airbytehq/airbyte/pull/12294)                                                          | Add incremental support for streams `CommitCommentReactions`, `IssueCommentReactions`, `IssueReactions`, `PullRequestCommentReactions`, `Repositories`, `Workflows`    |
-| 0.2.29     | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482)                                                          | Update input configuration copy                                                                                                                                        |
-| 0.2.28     | 2022-04-21 | [11893](https://github.com/airbytehq/airbyte/pull/11893)                                                          | Add new streams `TeamMembers`, `TeamMemberships`                                                                                                                       |
-| 0.2.27     | 2022-04-02 | [11678](https://github.com/airbytehq/airbyte/pull/11678)                                                          | Fix "PAT Credentials" in spec                                                                                                                                          |
-| 0.2.26     | 2022-03-31 | [11623](https://github.com/airbytehq/airbyte/pull/11623)                                                          | Re-factored incremental sync for `Reviews` stream                                                                                                                      |
-| 0.2.25     | 2022-03-31 | [11567](https://github.com/airbytehq/airbyte/pull/11567)                                                          | Improve code for better error handling                                                                                                                                 |
-| 0.2.24     | 2022-03-30 | [9251](https://github.com/airbytehq/airbyte/pull/9251)                                                            | Add Streams Workflow and WorkflowRuns                                                                                                                                  |
-| 0.2.23     | 2022-03-17 | [11212](https://github.com/airbytehq/airbyte/pull/11212)                                                          | Improve documentation and spec for Beta                                                                                                                                |
-| 0.2.22     | 2022-03-10 | [10878](https://github.com/airbytehq/airbyte/pull/10878)                                                          | Fix error handling for unavailable streams with 404 status code                                                                                                        |
-| 0.2.21     | 2022-03-04 | [10749](https://github.com/airbytehq/airbyte/pull/10749)                                                          | Add new stream `ProjectCards`                                                                                                                                          |
-| 0.2.20     | 2022-02-16 | [10385](https://github.com/airbytehq/airbyte/pull/10385)                                                          | Add new stream `Deployments`, `ProjectColumns`, `PullRequestCommits`                                                                                                   |
-| 0.2.19     | 2022-02-07 | [10211](https://github.com/airbytehq/airbyte/pull/10211)                                                          | Add human-readable error in case of incorrect organization or repo name                                                                                                |
-| 0.2.18     | 2021-02-09 | [10193](https://github.com/airbytehq/airbyte/pull/10193)                                                          | Add handling secondary rate limits                                                                                                                                     |
-| 0.2.17     | 2021-02-02 | [9999](https://github.com/airbytehq/airbyte/pull/9999)                                                            | Remove BAD_GATEWAY code from backoff_time                                                                                                                              |
-| 0.2.16     | 2021-02-02 | [9868](https://github.com/airbytehq/airbyte/pull/9868)                                                            | Add log message for streams that are restricted for OAuth. Update oauth scopes.                                                                                        |
-| 0.2.15     | 2021-01-26 | [9802](https://github.com/airbytehq/airbyte/pull/9802)                                                            | Add missing fields for auto_merge in pull request stream                                                                                                               |
-| 0.2.14     | 2021-01-21 | [9664](https://github.com/airbytehq/airbyte/pull/9664)                                                            | Add custom pagination size for large streams                                                                                                                           |
-| 0.2.13     | 2021-01-20 | [9619](https://github.com/airbytehq/airbyte/pull/9619)                                                            | Fix logging for function `should_retry`                                                                                                                                |
-| 0.2.11     | 2021-01-17 | [9492](https://github.com/airbytehq/airbyte/pull/9492)                                                            | Remove optional parameter `Accept` for reaction`s streams to fix error with 502 HTTP status code in response                                                           |
-| 0.2.10     | 2021-01-03 | [7250](https://github.com/airbytehq/airbyte/pull/7250)                                                            | Use CDK caching and convert PR-related streams to incremental                                                                                                          |
-| 0.2.9      | 2021-12-29 | [9179](https://github.com/airbytehq/airbyte/pull/9179)                                                            | Use default retry delays on server error responses                                                                                                                     |
-| 0.2.8      | 2021-12-07 | [8524](https://github.com/airbytehq/airbyte/pull/8524)                                                            | Update connector fields title/description                                                                                                                              |
-| 0.2.7      | 2021-12-06 | [8518](https://github.com/airbytehq/airbyte/pull/8518)                                                            | Add connection retry with GitHub                                                                                                                                       |
-| 0.2.6      | 2021-11-24 | [8030](https://github.com/airbytehq/airbyte/pull/8030)                                                            | Support start date property for PullRequestStats and Reviews streams                                                                                                   |
-| 0.2.5      | 2021-11-21 | [8170](https://github.com/airbytehq/airbyte/pull/8170)                                                            | Fix slow check connection for organizations with a lot of repos                                                                                                        |
-| 0.2.4      | 2021-11-11 | [7856](https://github.com/airbytehq/airbyte/pull/7856)                                                            | Resolve $ref fields in some stream schemas                                                                                                                             |
-| 0.2.3      | 2021-10-06 | [6833](https://github.com/airbytehq/airbyte/pull/6833)                                                            | Fix config backward compatability                                                                                                                                      |
-| 0.2.2      | 2021-10-05 | [6761](https://github.com/airbytehq/airbyte/pull/6761)                                                            | Add oauth worflow specification                                                                                                                                        |
-| 0.2.1      | 2021-09-22 | [6223](https://github.com/airbytehq/airbyte/pull/6223)                                                            | Add option to pull commits from user-specified branches                                                                                                                |
+| 1.9.1-rc.1 | 2025-10-13 | [67584](https://github.com/airbytehq/airbyte/pull/67584) | Graceful error handling of invalid credentials when running operations |
+| 1.9.0 | 2025-10-13 | [67708](https://github.com/airbytehq/airbyte/pull/67708) | Promoting release candidate 1.9.0-rc.3 to a main version. |
+| 1.9.0-rc.3 | 2025-10-09 | [67589](https://github.com/airbytehq/airbyte/pull/67589) | Fix min time to wait on token rate limits |
+| 1.9.0-rc.2 | 2025-10-03 | [67026](https://github.com/airbytehq/airbyte/pull/67026) | Fix converting datetime in workflows stream |
+| 1.9.0-rc.1 | 2025-10-02 | [66736](https://github.com/airbytehq/airbyte/pull/66736) | Update to airbyte-cdk v^7 |
+| 1.8.42 | 2025-09-30 | [66166](https://github.com/airbytehq/airbyte/pull/66166) | Update dependencies |
+| 1.8.41 | 2025-09-09 | [66065](https://github.com/airbytehq/airbyte/pull/66065) | Update dependencies |
+| 1.8.40 | 2025-08-23 | [65375](https://github.com/airbytehq/airbyte/pull/65375) | Update dependencies |
+| 1.8.39 | 2025-08-16 | [64982](https://github.com/airbytehq/airbyte/pull/64982) | Update dependencies |
+| 1.8.38 | 2025-08-09 | [64580](https://github.com/airbytehq/airbyte/pull/64580) | Update dependencies |
+| 1.8.37 | 2025-08-02 | [64231](https://github.com/airbytehq/airbyte/pull/64231) | Update dependencies |
+| 1.8.36 | 2025-07-26 | [63810](https://github.com/airbytehq/airbyte/pull/63810) | Update dependencies |
+| 1.8.35 | 2025-07-19 | [63520](https://github.com/airbytehq/airbyte/pull/63520) | Update dependencies |
+| 1.8.34 | 2025-07-12 | [63158](https://github.com/airbytehq/airbyte/pull/63158) | Update dependencies |
+| 1.8.33 | 2025-07-05 | [62666](https://github.com/airbytehq/airbyte/pull/62666) | Update dependencies |
+| 1.8.32 | 2025-06-28 | [62166](https://github.com/airbytehq/airbyte/pull/62166) | Update dependencies |
+| 1.8.31 | 2025-06-25 | [62054](https://github.com/airbytehq/airbyte/pull/62054) | Fix problem with `contributor_activity` stream when author is not present/none |
+| 1.8.30 | 2025-06-23 | [61742](https://github.com/airbytehq/airbyte/pull/61742) | Handle conflict when empty repositories, we will ignore |
+| 1.8.29 | 2025-06-21 | [61857](https://github.com/airbytehq/airbyte/pull/61857) | Update dependencies |
+| 1.8.28 | 2025-06-15 | [61603](https://github.com/airbytehq/airbyte/pull/61603) | Update dependencies |
+| 1.8.27 | 2025-06-07 | [54931](https://github.com/airbytehq/airbyte/pull/54931) | Update dependencies |
+| 1.8.26 | 2025-02-22 | [54404](https://github.com/airbytehq/airbyte/pull/54404) | Update dependencies |
+| 1.8.25 | 2025-02-15 | [53703](https://github.com/airbytehq/airbyte/pull/53703) | Update dependencies |
+| 1.8.24 | 2025-02-01 | [52875](https://github.com/airbytehq/airbyte/pull/52875) | Update dependencies |
+| 1.8.23 | 2025-01-25 | [52364](https://github.com/airbytehq/airbyte/pull/52364) | Update dependencies |
+| 1.8.22 | 2025-01-18 | [51666](https://github.com/airbytehq/airbyte/pull/51666) | Update dependencies |
+| 1.8.21 | 2025-01-11 | [51130](https://github.com/airbytehq/airbyte/pull/51130) | Update dependencies |
+| 1.8.20 | 2025-01-04 | [50517](https://github.com/airbytehq/airbyte/pull/50517) | Update dependencies |
+| 1.8.19 | 2024-12-21 | [50055](https://github.com/airbytehq/airbyte/pull/50055) | Update dependencies |
+| 1.8.18 | 2024-12-14 | [49178](https://github.com/airbytehq/airbyte/pull/49178) | Update dependencies |
+| 1.8.17 | 2024-11-25 | [48631](https://github.com/airbytehq/airbyte/pull/48631) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
+| 1.8.16 | 2024-11-05 | [48318](https://github.com/airbytehq/airbyte/pull/48318) | Update dependencies |
+| 1.8.15 | 2024-10-28 | [47051](https://github.com/airbytehq/airbyte/pull/47051) | Update dependencies |
+| 1.8.14 | 2024-10-12 | [46766](https://github.com/airbytehq/airbyte/pull/46766) | Update dependencies |
+| 1.8.13 | 2024-10-05 | [46415](https://github.com/airbytehq/airbyte/pull/46415) | Update dependencies |
+| 1.8.12 | 2024-09-28 | [46117](https://github.com/airbytehq/airbyte/pull/46117) | Update dependencies |
+| 1.8.11 | 2024-09-21 | [45742](https://github.com/airbytehq/airbyte/pull/45742) | Update dependencies |
+| 1.8.10 | 2024-09-14 | [45557](https://github.com/airbytehq/airbyte/pull/45557) | Update dependencies |
+| 1.8.9 | 2024-09-07 | [45320](https://github.com/airbytehq/airbyte/pull/45320) | Update dependencies |
+| 1.8.8 | 2024-08-23 | [44592](https://github.com/airbytehq/airbyte/pull/44592) | Fix state handling for stream WorkflowRuns |
+| 1.8.7 | 2024-08-31 | [45061](https://github.com/airbytehq/airbyte/pull/45061) | Update dependencies |
+| 1.8.6 | 2024-08-24 | [44703](https://github.com/airbytehq/airbyte/pull/44703) | Update dependencies |
+| 1.8.5 | 2024-08-17 | [44227](https://github.com/airbytehq/airbyte/pull/44227) | Update dependencies |
+| 1.8.4 | 2024-08-12 | [43749](https://github.com/airbytehq/airbyte/pull/43749) | Update dependencies |
+| 1.8.3 | 2024-08-10 | [42671](https://github.com/airbytehq/airbyte/pull/42671) | Update dependencies |
+| 1.8.2 | 2024-08-20 | [42966](https://github.com/airbytehq/airbyte/pull/42966) | Bump cdk version and enable RFR for all non-incremental streams |
+| 1.8.1 | 2024-07-20 | [42342](https://github.com/airbytehq/airbyte/pull/42342) | Update dependencies |
+| 1.8.0 | 2024-07-16 | [41677](https://github.com/airbytehq/airbyte/pull/41677) | Update to 3.4.0 CDK |
+| 1.7.13 | 2024-07-13 | [41746](https://github.com/airbytehq/airbyte/pull/41746) | Update dependencies |
+| 1.7.12 | 2024-07-10 | [41354](https://github.com/airbytehq/airbyte/pull/41354) | Update dependencies |
+| 1.7.11 | 2024-07-09 | [41221](https://github.com/airbytehq/airbyte/pull/41221) | Update dependencies |
+| 1.7.10 | 2024-07-06 | [41000](https://github.com/airbytehq/airbyte/pull/41000) | Update dependencies |
+| 1.7.9 | 2024-06-25 | [40289](https://github.com/airbytehq/airbyte/pull/40289) | Update dependencies |
+| 1.7.8 | 2024-06-22 | [40128](https://github.com/airbytehq/airbyte/pull/40128) | Update dependencies |
+| 1.7.7 | 2024-06-17 | [39513](https://github.com/airbytehq/airbyte/pull/39513) | Update deprecated state handling method |
+| 1.7.6 | 2024-06-04 | [39078](https://github.com/airbytehq/airbyte/pull/39078) | [autopull] Upgrade base image to v1.2.1 |
+| 1.7.5 | 2024-05-29 | [38341](https://github.com/airbytehq/airbyte/pull/38341) | Add `max_waiting_time` to configuration |
+| 1.7.4 | 2024-05-21 | [38341](https://github.com/airbytehq/airbyte/pull/38341) | Update CDK authenticator package |
+| 1.7.3 | 2024-05-20 | [38299](https://github.com/airbytehq/airbyte/pull/38299) | Fixed spec typo |
+| 1.7.2 | 2024-04-19 | [36636](https://github.com/airbytehq/airbyte/pull/36636) | Updating to 0.80.0 CDK |
+| 1.7.1 | 2024-04-12 | [36636](https://github.com/airbytehq/airbyte/pull/36636) | schema descriptions |
+| 1.7.0 | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0` |
+| 1.6.5 | 2024-03-12 | [35986](https://github.com/airbytehq/airbyte/pull/35986) | Handle rate limit exception as config error |
+| 1.6.4 | 2024-03-08 | [35915](https://github.com/airbytehq/airbyte/pull/35915) | Fix per stream error handler; Make use the latest CDK version |
+| 1.6.3 | 2024-02-15 | [35271](https://github.com/airbytehq/airbyte/pull/35271) | Update branches schema |
+| 1.6.2 | 2024-02-12 | [34933](https://github.com/airbytehq/airbyte/pull/34933) | Update Airbyte CDK for integration tests |
+| 1.6.1 | 2024-02-09 | [35087](https://github.com/airbytehq/airbyte/pull/35087) | Manage dependencies with Poetry. |
+| 1.6.0 | 2024-02-02 | [34700](https://github.com/airbytehq/airbyte/pull/34700) | Continue Sync on Stream failure |
+| 1.5.7 | 2024-01-29 | [34598](https://github.com/airbytehq/airbyte/pull/34598) | Fix MultipleToken sleep time |
+| 1.5.6 | 2024-01-26 | [34503](https://github.com/airbytehq/airbyte/pull/34503) | Fix MultipleToken rotation logic |
+| 1.5.5 | 2023-12-26 | [33783](https://github.com/airbytehq/airbyte/pull/33783) | Fix retry for 504 error in GraphQL based streams |
+| 1.5.4 | 2023-11-20 | [32679](https://github.com/airbytehq/airbyte/pull/32679) | Return AirbyteMessage if max retry exeeded for 202 status code |
+| 1.5.3 | 2023-10-23 | [31702](https://github.com/airbytehq/airbyte/pull/31702) | Base image migration: remove Dockerfile and use the python-connector-base image |
+| 1.5.2 | 2023-10-13 | [31386](https://github.com/airbytehq/airbyte/pull/31386) | Handle `ContributorActivity` continuous `ACCEPTED` response |
+| 1.5.1 | 2023-10-12 | [31307](https://github.com/airbytehq/airbyte/pull/31307) | Increase backoff_time for stream `ContributorActivity` |
+| 1.5.0 | 2023-10-11 | [31300](https://github.com/airbytehq/airbyte/pull/31300) | Update Schemas: Add date-time format to fields |
+| 1.4.6 | 2023-10-04 | [31056](https://github.com/airbytehq/airbyte/pull/31056) | Migrate spec properties' `repository` and `branch` type to \<array\> |
+| 1.4.5 | 2023-10-02 | [31023](https://github.com/airbytehq/airbyte/pull/31023) | Increase backoff for stream `Contributor Activity` |
+| 1.4.4 | 2023-10-02 | [30971](https://github.com/airbytehq/airbyte/pull/30971) | Mark `start_date` as optional. |
+| 1.4.3 | 2023-10-02 | [30979](https://github.com/airbytehq/airbyte/pull/30979) | Fetch archived records in `Project Cards` |
+| 1.4.2 | 2023-09-30 | [30927](https://github.com/airbytehq/airbyte/pull/30927) | Provide actionable user error messages |
+| 1.4.1 | 2023-09-30 | [30839](https://github.com/airbytehq/airbyte/pull/30839) | Update CDK to Latest version |
+| 1.4.0 | 2023-09-29 | [30823](https://github.com/airbytehq/airbyte/pull/30823) | Add new stream `issue Timeline Events` |
+| 1.3.1 | 2023-09-28 | [30824](https://github.com/airbytehq/airbyte/pull/30824) | Handle empty response in stream `ContributorActivity` |
+| 1.3.0 | 2023-09-25 | [30731](https://github.com/airbytehq/airbyte/pull/30731) | Add new stream `ProjectsV2` |
+| 1.2.1 | 2023-09-22 | [30693](https://github.com/airbytehq/airbyte/pull/30693) | Handle 404 error in `TeamMemberShips` |
+| 1.2.0 | 2023-09-22 | [30647](https://github.com/airbytehq/airbyte/pull/30647) | Add support for self-hosted GitHub instances |
+| 1.1.1 | 2023-09-21 | [30654](https://github.com/airbytehq/airbyte/pull/30654) | Rewrite source connection error messages |
+| 1.1.0 | 2023-08-03 | [30615](https://github.com/airbytehq/airbyte/pull/30615) | Add new stream `Contributor Activity` |
+| 1.0.4 | 2023-08-03 | [29031](https://github.com/airbytehq/airbyte/pull/29031) | Reverted `advancedAuth` spec changes |
+| 1.0.3 | 2023-08-01 | [28910](https://github.com/airbytehq/airbyte/pull/28910) | Updated `advancedAuth` broken references |
+| 1.0.2 | 2023-07-11 | [28144](https://github.com/airbytehq/airbyte/pull/28144) | Add `archived_at` property to `Organizations` schema parameter |
+| 1.0.1 | 2023-05-22 | [25838](https://github.com/airbytehq/airbyte/pull/25838) | Deprecate "page size" input parameter |
+| 1.0.0 | 2023-05-19 | [25778](https://github.com/airbytehq/airbyte/pull/25778) | Improve repo(s) name validation on UI |
+| 0.5.0 | 2023-05-16 | [25793](https://github.com/airbytehq/airbyte/pull/25793) | Implement client-side throttling of requests |
+| 0.4.11 | 2023-05-12 | [26025](https://github.com/airbytehq/airbyte/pull/26025) | Added more transparent depiction of the personal access token expired |
+| 0.4.10 | 2023-05-15 | [26075](https://github.com/airbytehq/airbyte/pull/26075) | Add more specific error message description for no repos case. |
+| 0.4.9 | 2023-05-01 | [24523](https://github.com/airbytehq/airbyte/pull/24523) | Add undeclared columns to spec |
+| 0.4.8 | 2023-04-19 | [25312](https://github.com/airbytehq/airbyte/pull/25312) | Fix repo name validation |
+| 0.4.7 | 2023-03-24 | [24457](https://github.com/airbytehq/airbyte/pull/24457) | Add validation and transformation for repositories config |
+| 0.4.6 | 2023-03-24 | [24398](https://github.com/airbytehq/airbyte/pull/24398) | Fix caching for `get_starting_point` in stream "Commits" |
+| 0.4.5 | 2023-03-23 | [24417](https://github.com/airbytehq/airbyte/pull/24417) | Add pattern_descriptors to fields with an expected format |
+| 0.4.4 | 2023-03-17 | [24255](https://github.com/airbytehq/airbyte/pull/24255) | Add field groups and titles to improve display of connector setup form |
+| 0.4.3 | 2023-03-04 | [22993](https://github.com/airbytehq/airbyte/pull/22993) | Specified date formatting in specification |
+| 0.4.2 | 2023-03-03 | [23467](https://github.com/airbytehq/airbyte/pull/23467) | Added user friendly messages, added AirbyteTracedException config_error, updated SAT |
+| 0.4.1 | 2023-01-27 | [22039](https://github.com/airbytehq/airbyte/pull/22039) | Set `AvailabilityStrategy` for streams explicitly to `None` |
+| 0.4.0 | 2023-01-20 | [21457](https://github.com/airbytehq/airbyte/pull/21457) | Use GraphQL for `issue_reactions` stream |
+| 0.3.12 | 2023-01-18 | [21481](https://github.com/airbytehq/airbyte/pull/21481) | Handle 502 Bad Gateway error with proper log message |
+| 0.3.11 | 2023-01-06 | [21084](https://github.com/airbytehq/airbyte/pull/21084) | Raise Error if no organizations or repos are available during read |
+| 0.3.10 | 2022-12-15 | [20523](https://github.com/airbytehq/airbyte/pull/20523) | Revert changes from 0.3.9 |
+| 0.3.9 | 2022-12-14 | [19978](https://github.com/airbytehq/airbyte/pull/19978) | Update CDK dependency; move custom HTTPError handling into `AvailabilityStrategy` classes |
+| 0.3.8 | 2022-11-10 | [19299](https://github.com/airbytehq/airbyte/pull/19299) | Fix events and workflow_runs datetimes |
+| 0.3.7 | 2022-10-20 | [18213](https://github.com/airbytehq/airbyte/pull/18213) | Skip retry on HTTP 200 |
+| 0.3.6 | 2022-10-11 | [17852](https://github.com/airbytehq/airbyte/pull/17852) | Use default behaviour, retry on 429 and all 5XX errors |
+| 0.3.5 | 2022-10-07 | [17715](https://github.com/airbytehq/airbyte/pull/17715) | Improve 502 handling for `comments` stream |
+| 0.3.4 | 2022-10-04 | [17555](https://github.com/airbytehq/airbyte/pull/17555) | Skip repository if got HTTP 500 for WorkflowRuns stream |
+| 0.3.3 | 2022-09-28 | [17287](https://github.com/airbytehq/airbyte/pull/17287) | Fix problem with "null" `cursor_field` for WorkflowJobs stream |
+| 0.3.2 | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream state. |
+| 0.3.1 | 2022-09-21 | [16947](https://github.com/airbytehq/airbyte/pull/16947) | Improve error logging when handling HTTP 500 error |
+| 0.3.0 | 2022-09-09 | [16534](https://github.com/airbytehq/airbyte/pull/16534) | Add new stream `WorkflowJobs` |
+| 0.2.46 | 2022-08-17 | [15730](https://github.com/airbytehq/airbyte/pull/15730) | Validate input organizations and repositories |
+| 0.2.45 | 2022-08-11 | [15420](https://github.com/airbytehq/airbyte/pull/15420) | "User" object can be "null" |
+| 0.2.44 | 2022-08-01 | [14795](https://github.com/airbytehq/airbyte/pull/14795) | Use GraphQL for `pull_request_comment_reactions` stream |
+| 0.2.43 | 2022-07-26 | [15049](https://github.com/airbytehq/airbyte/pull/15049) | Bugfix schemas for streams `deployments`, `workflow_runs`, `teams` |
+| 0.2.42 | 2022-07-12 | [14613](https://github.com/airbytehq/airbyte/pull/14613) | Improve schema for stream `pull_request_commits` added "null" |
+| 0.2.41 | 2022-07-03 | [14376](https://github.com/airbytehq/airbyte/pull/14376) | Add Retry for GraphQL API Resource limitations |
+| 0.2.40 | 2022-07-01 | [14338](https://github.com/airbytehq/airbyte/pull/14338) | Revert: "Rename field `mergeable` to `is_mergeable`" |
+| 0.2.39 | 2022-06-30 | [14274](https://github.com/airbytehq/airbyte/pull/14274) | Rename field `mergeable` to `is_mergeable` |
+| 0.2.38 | 2022-06-27 | [13989](https://github.com/airbytehq/airbyte/pull/13989) | Use GraphQL for `reviews` stream |
+| 0.2.37 | 2022-06-21 | [13955](https://github.com/airbytehq/airbyte/pull/13955) | Fix "secondary rate limit" not retrying |
+| 0.2.36 | 2022-06-20 | [13926](https://github.com/airbytehq/airbyte/pull/13926) | Break point added for `workflows_runs` stream |
+| 0.2.35 | 2022-06-16 | [13763](https://github.com/airbytehq/airbyte/pull/13763) | Use GraphQL for `pull_request_stats` stream |
+| 0.2.34 | 2022-06-14 | [13707](https://github.com/airbytehq/airbyte/pull/13707) | Fix API sorting, fix `get_starting_point` caching |
+| 0.2.33 | 2022-06-08 | [13558](https://github.com/airbytehq/airbyte/pull/13558) | Enable caching only for parent streams |
+| 0.2.32 | 2022-06-07 | [13531](https://github.com/airbytehq/airbyte/pull/13531) | Fix different result from `get_starting_point` when reading by pages |
+| 0.2.31 | 2022-05-24 | [13115](https://github.com/airbytehq/airbyte/pull/13115) | Add incremental support for streams `WorkflowRuns` |
+| 0.2.30 | 2022-05-09 | [12294](https://github.com/airbytehq/airbyte/pull/12294) | Add incremental support for streams `CommitCommentReactions`, `IssueCommentReactions`, `IssueReactions`, `PullRequestCommentReactions`, `Repositories`, `Workflows` |
+| 0.2.29 | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy |
+| 0.2.28 | 2022-04-21 | [11893](https://github.com/airbytehq/airbyte/pull/11893) | Add new streams `TeamMembers`, `TeamMemberships` |
+| 0.2.27 | 2022-04-02 | [11678](https://github.com/airbytehq/airbyte/pull/11678) | Fix "PAT Credentials" in spec |
+| 0.2.26 | 2022-03-31 | [11623](https://github.com/airbytehq/airbyte/pull/11623) | Re-factored incremental sync for `Reviews` stream |
+| 0.2.25 | 2022-03-31 | [11567](https://github.com/airbytehq/airbyte/pull/11567) | Improve code for better error handling |
+| 0.2.24 | 2022-03-30 | [9251](https://github.com/airbytehq/airbyte/pull/9251) | Add Streams Workflow and WorkflowRuns |
+| 0.2.23 | 2022-03-17 | [11212](https://github.com/airbytehq/airbyte/pull/11212) | Improve documentation and spec for Beta |
+| 0.2.22 | 2022-03-10 | [10878](https://github.com/airbytehq/airbyte/pull/10878) | Fix error handling for unavailable streams with 404 status code |
+| 0.2.21 | 2022-03-04 | [10749](https://github.com/airbytehq/airbyte/pull/10749) | Add new stream `ProjectCards` |
+| 0.2.20 | 2022-02-16 | [10385](https://github.com/airbytehq/airbyte/pull/10385) | Add new stream `Deployments`, `ProjectColumns`, `PullRequestCommits` |
+| 0.2.19 | 2022-02-07 | [10211](https://github.com/airbytehq/airbyte/pull/10211) | Add human-readable error in case of incorrect organization or repo name |
+| 0.2.18 | 2021-02-09 | [10193](https://github.com/airbytehq/airbyte/pull/10193) | Add handling secondary rate limits |
+| 0.2.17 | 2021-02-02 | [9999](https://github.com/airbytehq/airbyte/pull/9999) | Remove BAD_GATEWAY code from backoff_time |
+| 0.2.16 | 2021-02-02 | [9868](https://github.com/airbytehq/airbyte/pull/9868) | Add log message for streams that are restricted for OAuth. Update oauth scopes. |
+| 0.2.15 | 2021-01-26 | [9802](https://github.com/airbytehq/airbyte/pull/9802) | Add missing fields for auto_merge in pull request stream |
+| 0.2.14 | 2021-01-21 | [9664](https://github.com/airbytehq/airbyte/pull/9664) | Add custom pagination size for large streams |
+| 0.2.13 | 2021-01-20 | [9619](https://github.com/airbytehq/airbyte/pull/9619) | Fix logging for function `should_retry` |
+| 0.2.11 | 2021-01-17 | [9492](https://github.com/airbytehq/airbyte/pull/9492) | Remove optional parameter `Accept` for reaction`s streams to fix error with 502 HTTP status code in response |
+| 0.2.10 | 2021-01-03 | [7250](https://github.com/airbytehq/airbyte/pull/7250) | Use CDK caching and convert PR-related streams to incremental |
+| 0.2.9 | 2021-12-29 | [9179](https://github.com/airbytehq/airbyte/pull/9179) | Use default retry delays on server error responses |
+| 0.2.8 | 2021-12-07 | [8524](https://github.com/airbytehq/airbyte/pull/8524) | Update connector fields title/description |
+| 0.2.7 | 2021-12-06 | [8518](https://github.com/airbytehq/airbyte/pull/8518) | Add connection retry with GitHub |
+| 0.2.6 | 2021-11-24 | [8030](https://github.com/airbytehq/airbyte/pull/8030) | Support start date property for PullRequestStats and Reviews streams |
+| 0.2.5 | 2021-11-21 | [8170](https://github.com/airbytehq/airbyte/pull/8170) | Fix slow check connection for organizations with a lot of repos |
+| 0.2.4 | 2021-11-11 | [7856](https://github.com/airbytehq/airbyte/pull/7856) | Resolve $ref fields in some stream schemas |
+| 0.2.3 | 2021-10-06 | [6833](https://github.com/airbytehq/airbyte/pull/6833) | Fix config backward compatability |
+| 0.2.2 | 2021-10-05 | [6761](https://github.com/airbytehq/airbyte/pull/6761) | Add oauth worflow specification |
+| 0.2.1 | 2021-09-22 | [6223](https://github.com/airbytehq/airbyte/pull/6223) | Add option to pull commits from user-specified branches |
 | 0.2.0      | 2021-09-19 | [5898](https://github.com/airbytehq/airbyte/pull/5898) and [6227](https://github.com/airbytehq/airbyte/pull/6227) | Don't minimize any output fields & add better error handling                                                                                                           |
 | 0.1.11     | 2021-09-15 | [5949](https://github.com/airbytehq/airbyte/pull/5949)                                                            | Add caching for all streams                                                                                                                                            |
 | 0.1.10     | 2021-09-09 | [5860](https://github.com/airbytehq/airbyte/pull/5860)                                                            | Add reaction streams                                                                                                                                                   |
diff --git a/docs/integrations/sources/gitlab.md b/docs/integrations/sources/gitlab.md
index a097f9ff38cb..b452f89701bd 100644
--- a/docs/integrations/sources/gitlab.md
+++ b/docs/integrations/sources/gitlab.md
@@ -80,8 +80,8 @@ This connector outputs the following streams:
 - [Branches](https://docs.gitlab.com/ee/api/branches.html)
 - [Commits](https://docs.gitlab.com/ee/api/commits.html) (Incremental)
 - [Deployments](https://docs.gitlab.com/ee/api/deployments/index.html)
-- [Epic Issues](https://docs.gitlab.com/ee/api/epic_issues.html) (GitLab Ultimate and GitLab.com Gold only)
-- [Epics](https://docs.gitlab.com/ee/api/epics.html) (GitLab Ultimate and GitLab.com Gold only)
+- [Epic Issues](https://docs.gitlab.com/ee/api/epic_issues.html) (GitLab Ultimate only)
+- [Epics](https://docs.gitlab.com/ee/api/epics.html) (GitLab Ultimate only)
 - [Group Issue Boards](https://docs.gitlab.com/ee/api/group_boards.html)
 - [Group Labels](https://docs.gitlab.com/ee/api/group_labels.html)
 - [Group Members](https://docs.gitlab.com/ee/api/members.html)
@@ -109,20 +109,25 @@ This connector uses GitLab API v4. It works with both GitLab.com and self-hosted
 
 ### Rate limits
 
-GitLab.com enforces [per-endpoint rate limits](https://docs.gitlab.com/ee/user/gitlab_com/#gitlabcom-specific-rate-limits) on its REST API. Key limits that affect this connector include:
+GitLab.com enforces per-endpoint rate limits on its REST API. The following defaults apply to the [Groups API](https://docs.gitlab.com/administration/settings/rate_limit_on_groups_api/), [Members API](https://docs.gitlab.com/administration/settings/rate_limit_on_members_api/), [Projects API](https://docs.gitlab.com/administration/settings/rate_limit_on_projects_api/), and general authenticated traffic:
 
 | Endpoint | Rate limit |
 | :--- | :--- |
 | `GET /groups` | 200 requests/min |
 | `GET /groups/:id` | 400 requests/min |
+| `GET /groups/:id/descendant_groups` | 200 requests/min |
 | `GET /projects/:id` | 400 requests/min |
 | `GET /groups/:id/members/all` | 200 requests/min |
 | `GET /projects/:id/members/all` | 200 requests/min |
 | All other authenticated requests | 2,000 requests/min |
 
-Self-hosted GitLab instances may have different rate limits configured by the administrator. If you encounter rate limit errors that are not automatically retried, [create an issue](https://github.com/airbytehq/airbyte/issues).
+Self-hosted GitLab instances may have different rate limits configured by the administrator. The connector automatically retries requests that receive HTTP 429 responses. If you encounter persistent rate limit errors, [create an issue](https://github.com/airbytehq/airbyte/issues).
 
-You can adjust the **Number of Concurrent Workers** setting to control how many parallel requests the connector makes. The default value of 8 is suitable for most GitLab.com users. Lower this value if you share your API quota with other integrations.
+You can adjust the **Number of Concurrent Workers** setting to control how many parallel requests the connector makes. Lower this value if you share your API quota with other integrations or if you experience rate limiting.
+
+### Inaccessible resources
+
+The connector silently skips any group, project, or resource that returns an HTTP 403 (Forbidden) response. If you notice missing data, verify that your access token has the required permissions for the groups and projects you want to sync.
 
 ## Changelog
 
@@ -131,6 +136,9 @@ You can adjust the **Number of Concurrent Workers** setting to control how many
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                                                                            |
 | :------ | :--------- | :------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| 4.4.23-rc.5 | 2026-04-01 | [75994](https://github.com/airbytehq/airbyte/pull/75994) | Revert concurrency to 8 with HTTPAPIBudget for progressive rollout tuning |
+| 4.4.23-rc.4 | 2026-03-31 | [75915](https://github.com/airbytehq/airbyte/pull/75915) | Re-enable HTTPAPIBudget with concurrency 10 for rate limit protection during progressive rollout |
+| 4.4.23-rc.3 | 2026-03-27 | [75537](https://github.com/airbytehq/airbyte/pull/75537) | Increase default concurrency from 8 to 10 for progressive rollout tuning |
 | 4.4.23-rc.2 | 2026-03-25 | [75480](https://github.com/airbytehq/airbyte/pull/75480) | Comment out HTTPAPIBudget to isolate concurrency tuning during progressive rollout |
 | 4.4.23-rc.1 | 2026-03-09 | [70858](https://github.com/airbytehq/airbyte/pull/70858) | Add HTTPAPIBudget and concurrency_level for improved sync performance |
 | 4.4.22 | 2026-02-24 | [73774](https://github.com/airbytehq/airbyte/pull/73774) | Update dependencies |
diff --git a/docs/integrations/sources/gologin.md b/docs/integrations/sources/gologin.md
index 1d7f4c932374..5385799c19b8 100644
--- a/docs/integrations/sources/gologin.md
+++ b/docs/integrations/sources/gologin.md
@@ -29,6 +29,7 @@ Postman API Reference: https://documenter.getpostman.com/view/21126834/Uz5GnvaL#
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.31 | 2026-03-31 | [75674](https://github.com/airbytehq/airbyte/pull/75674) | Update dependencies |
 | 0.0.30 | 2026-03-17 | [74562](https://github.com/airbytehq/airbyte/pull/74562) | Update dependencies |
 | 0.0.29 | 2026-02-24 | [73767](https://github.com/airbytehq/airbyte/pull/73767) | Update dependencies |
 | 0.0.28 | 2026-02-17 | [73087](https://github.com/airbytehq/airbyte/pull/73087) | Update dependencies |
diff --git a/docs/integrations/sources/gong-migrations.md b/docs/integrations/sources/gong-migrations.md
new file mode 100644
index 000000000000..7f49b3f602da
--- /dev/null
+++ b/docs/integrations/sources/gong-migrations.md
@@ -0,0 +1,49 @@
+import MigrationGuide from '@site/static/_migration_guides_upgrade_guide.md';
+
+# Gong Migration Guide
+
+## Upgrading to 1.0.0
+
+:::note
+This change is only breaking if you are syncing the `extensiveCalls` stream.
+:::
+
+This update fixes schema bugs in the `extensiveCalls` stream to match the actual data returned by the [Gong API](https://us-66463.app.gong.io/settings/api/documentation#post-/v2/calls/extensive):
+
+- The `context` field type changed from `object` to `array`. The Gong API returns `context` as an array of CRM context objects, but the previous schema incorrectly defined it as a single object.
+- The `value` field within `context.objects.fields` now accepts `string`, `number`, `boolean`, `object`, and `array` types instead of only `object`. The Gong API returns field values in various types depending on the CRM field.
+
+These schema corrections change the data types in the destination table for the `extensiveCalls` stream. Users syncing this stream must refresh the source schema and reset the stream after upgrading.
+
+### Migration Steps
+
+### Refresh affected schemas and reset data
+
+1. Select **Connections** in the main nav bar.
+   1. Select the connection affected by the update.
+1. Select the **Schema** tab.
+   1. Select **Refresh source schema**.
+   1. Select **OK**.
+
+:::note
+Any detected schema changes will be listed for your review.
+:::
+
+1. Select **Save changes** at the top right of the page.
+   1. Ensure the **Reset affected streams** option is checked.
+
+:::note
+Depending on destination type you may not be prompted to reset your data.
+:::
+
+1. Select **Save connection**.
+
+:::note
+This will reset the data in your destination and initiate a fresh sync.
+:::
+
+For more information on resetting your data in Airbyte, see [this page](/platform/operator-guides/clear)
+
+## Connector upgrade guide
+
+<MigrationGuide />
diff --git a/docs/integrations/sources/gong.md b/docs/integrations/sources/gong.md
index 47973d11b217..d44997af31ae 100644
--- a/docs/integrations/sources/gong.md
+++ b/docs/integrations/sources/gong.md
@@ -10,7 +10,8 @@ This page contains the setup guide and reference information for the [Gong](http
 
 - A Gong account with technical administrator permissions
 - For API Key authentication: an access key and access key secret generated from the Gong API settings
-- For OAuth 2.0 authentication: the following API scopes must be granted: `api:calls:read:basic`, `api:calls:read:extensive`, `api:users:read`, `api:stats:scorecards`, `api:stats:interaction`
+- For OAuth 2.0 authentication: the following API scopes must be granted: `api:calls:read:basic`, `api:calls:read:extensive`, `api:calls:read:transcript`, `api:users:read`, `api:stats:scorecards`, `api:stats:interaction`, `api:settings:scorecards:read`
+- For API Key authentication: the API key must have the same scopes listed above granted in the Gong API settings
 
 ## Setup guide
 
@@ -77,6 +78,8 @@ The call transcripts stream fetches transcripts one call at a time as a substrea
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 1.0.0 | 2026-03-30 | [75248](https://github.com/airbytehq/airbyte/pull/75248) | Fix schema bugs in `extensiveCalls` stream: define `context` as array type and widen `value` field to accept string, number, boolean, object, and array types. This is a breaking change for users syncing the `extensiveCalls` stream. See the [migration guide](https://docs.airbyte.com/integrations/sources/gong-migrations). |
+| 0.6.3 | 2026-03-27 | [75195](https://github.com/airbytehq/airbyte/pull/75195) | Migrate OAuth scope to scopes object array for granular scopes support |
 | 0.6.2 | 2026-03-24 | [75388](https://github.com/airbytehq/airbyte/pull/75388) | Update dependencies |
 | 0.6.1 | 2026-03-20 | [75253](https://github.com/airbytehq/airbyte/pull/75253) | Fix incremental sync for extensiveCalls and answeredScorecards not filtering server-side |
 | 0.6.0 | 2026-03-18 | [75132](https://github.com/airbytehq/airbyte/pull/75132) | Add incremental sync support for callTranscripts stream |
diff --git a/docs/integrations/sources/google-analytics-data-api.md b/docs/integrations/sources/google-analytics-data-api.md
index 8b20f369305c..a086362584cf 100644
--- a/docs/integrations/sources/google-analytics-data-api.md
+++ b/docs/integrations/sources/google-analytics-data-api.md
@@ -280,6 +280,8 @@ The Google Analytics connector is subject to Google Analytics Data API quotas. P
 
 | Version        | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:---------------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 2.9.29 | 2026-04-01 | [75580](https://github.com/airbytehq/airbyte/pull/75580) | Add `oauth_connector_input_specification` with granular scopes |
+| 2.9.28 | 2026-03-31 | [75678](https://github.com/airbytehq/airbyte/pull/75678) | Update dependencies |
 | 2.9.27 | 2026-03-24 | [74568](https://github.com/airbytehq/airbyte/pull/74568) | Update dependencies |
 | 2.9.26 | 2026-02-25 | [73632](https://github.com/airbytehq/airbyte/pull/73632) | fix(source-google-analytics-data-api): use GA4 today keyword for timezone-correct end dates (AI-Triage PR) |
 | 2.9.25 | 2026-02-24 | [73750](https://github.com/airbytehq/airbyte/pull/73750) | Update dependencies |
diff --git a/docs/integrations/sources/google-calendar.md b/docs/integrations/sources/google-calendar.md
index b9558e9506d8..98de41dd0517 100644
--- a/docs/integrations/sources/google-calendar.md
+++ b/docs/integrations/sources/google-calendar.md
@@ -26,6 +26,7 @@ Solves https://github.com/airbytehq/airbyte/issues/45995
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.37 | 2026-03-31 | [75671](https://github.com/airbytehq/airbyte/pull/75671) | Update dependencies |
 | 0.0.36 | 2026-03-17 | [74985](https://github.com/airbytehq/airbyte/pull/74985) | Update dependencies |
 | 0.0.35 | 2026-02-24 | [73746](https://github.com/airbytehq/airbyte/pull/73746) | Update dependencies |
 | 0.0.34 | 2026-02-17 | [73085](https://github.com/airbytehq/airbyte/pull/73085) | Update dependencies |
diff --git a/docs/integrations/sources/google-classroom.md b/docs/integrations/sources/google-classroom.md
index cb2ed2067862..25e6015b9b19 100644
--- a/docs/integrations/sources/google-classroom.md
+++ b/docs/integrations/sources/google-classroom.md
@@ -26,6 +26,7 @@ Google Classroom connector enables seamless data integration between Google Clas
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.46 | 2026-03-31 | [75660](https://github.com/airbytehq/airbyte/pull/75660) | Update dependencies |
 | 0.0.45 | 2026-03-17 | [74656](https://github.com/airbytehq/airbyte/pull/74656) | Update dependencies |
 | 0.0.44 | 2026-02-24 | [73933](https://github.com/airbytehq/airbyte/pull/73933) | Update dependencies |
 | 0.0.43 | 2026-01-20 | [71927](https://github.com/airbytehq/airbyte/pull/71927) | Update dependencies |
diff --git a/docs/integrations/sources/google-drive.md b/docs/integrations/sources/google-drive.md
index 2d008ba4fd8e..c5dd8312f438 100644
--- a/docs/integrations/sources/google-drive.md
+++ b/docs/integrations/sources/google-drive.md
@@ -324,6 +324,8 @@ By default, this stream is enabled and retrieves information about **users and g
 
 | Version | Date       | Pull Request                                             | Subject                                                                                      |
 |---------|------------|----------------------------------------------------------|----------------------------------------------------------------------------------------------|
+| 0.5.14 | 2026-03-31 | [75573](https://github.com/airbytehq/airbyte/pull/75573) | Migrate OAuth scope to scopes object array for granular scopes support |
+| 0.5.13 | 2026-03-31 | [75368](https://github.com/airbytehq/airbyte/pull/75368) | Update dependencies |
 | 0.5.12 | 2026-03-17 | [74923](https://github.com/airbytehq/airbyte/pull/74923) | Update dependencies |
 | 0.5.11 | 2026-03-03 | [73119](https://github.com/airbytehq/airbyte/pull/73119) | Update dependencies |
 | 0.5.10 | 2026-02-03 | [72377](https://github.com/airbytehq/airbyte/pull/72377) | Update dependencies |
diff --git a/docs/integrations/sources/google-pagespeed-insights.md b/docs/integrations/sources/google-pagespeed-insights.md
index 1583c27d6831..5ff174521069 100644
--- a/docs/integrations/sources/google-pagespeed-insights.md
+++ b/docs/integrations/sources/google-pagespeed-insights.md
@@ -55,6 +55,7 @@ If the connector is used with an API key, Google allows for 25.000 queries per d
 
 | Version | Date       | Pull Request                                              | Subject                                                                         |
 | :------ | :--------- | :-------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.2.46 | 2026-03-31 | [75734](https://github.com/airbytehq/airbyte/pull/75734) | Update dependencies |
 | 0.2.45 | 2026-03-17 | [74938](https://github.com/airbytehq/airbyte/pull/74938) | Update dependencies |
 | 0.2.44 | 2026-02-24 | [73931](https://github.com/airbytehq/airbyte/pull/73931) | Update dependencies |
 | 0.2.43 | 2026-02-17 | [73374](https://github.com/airbytehq/airbyte/pull/73374) | Update dependencies |
diff --git a/docs/integrations/sources/google-search-console.md b/docs/integrations/sources/google-search-console.md
index 3d9f65dba6a4..cc3b510ca9ff 100644
--- a/docs/integrations/sources/google-search-console.md
+++ b/docs/integrations/sources/google-search-console.md
@@ -2,7 +2,7 @@
 
 <HideInUI>
 
-This page contains the setup guide and reference information for the [Google Search Console](https://developers.google.com) source connector.
+This page contains the setup guide and reference information for the [Google Search Console](https://search.google.com/search-console/about) source connector.
 
 </HideInUI>
 
@@ -87,7 +87,7 @@ For more information on this topic, please refer to [this Google article](https:
 2. Click Sources and then click + New source.
 3. On the Set up the source page, select Google Search Console from the Source type dropdown.
 4. Enter a name for the Google Search Console connector.
-5. For **Website URL Property**, enter the specific website property in Google Seach Console with data you want to replicate.
+5. For **Website URL Property**, enter the website properties in Google Search Console that contain the data you want to replicate. You can add multiple site URLs.
 6. For **Start Date**, by default the `2021-01-01` is set, use the provided datepicker or enter a date in the format `YYYY-MM-DD`. Any data created on or after this date will be replicated.
 7. To authenticate the connection:
 <!-- env:cloud -->
@@ -106,15 +106,17 @@ For more information on this topic, please refer to [this Google article](https:
     <!-- /env:cloud -->
     <!-- env:oss -->
 - **For Airbyte Open Source:**
-  - (Recommended) Select **Service Account Key Authorization** from the Authentication dropdown, then enter the **Admin Email** and **Service Account JSON Key**. For the key, copy and paste the JSON key you obtained during the service account setup. It should begin with `{"type": "service account", "project_id": YOUR_PROJECT_ID, "private_key_id": YOUR_PRIVATE_KEY, ...}`
+  - (Recommended) Select **Service Account Key Authorization** from the Authentication dropdown, then enter the **Admin Email** and **Service Account JSON Key**. For the key, copy and paste the JSON key you obtained during the service account setup. It should begin with `{"type": "service_account", "project_id": YOUR_PROJECT_ID, "private_key_id": YOUR_PRIVATE_KEY, ...}`
   - Select **Oauth** from the Authentication dropdown, then enter your **Client ID**, **Client Secret**, **Access Token** and **Refresh Token**.
   <!-- /env:oss -->
 
 8. (Optional) For **End Date**, you may optionally provide a date in the format `YYYY-MM-DD`. Any data created between the defined Start Date and End Date will be replicated. Leaving this field blank will replicate all data created on or after the Start Date to the present.
 9. (Optional) For **Custom Reports**, you may optionally provide an array of JSON objects representing any custom reports you wish to query the API with. Refer to the [Custom reports](#custom-reports) section below for more information on formulating these reports.
 10. (Optional) For **Data Freshness**, you may choose whether to include "fresh" data that has not been finalized by Google, and may be subject to change. Please note that if you are using Incremental sync mode, we highly recommend leaving this option to its default value of `final`. Refer to the [Data Freshness](#data-freshness) section below for more information on this parameter.
-11. (Optional) For **Search Analytics API Requests Per Minute**, you may configure the maximum number of requests per minute for Search Analytics API calls. The default value (1200) matches Google's documented maximum quota. If you are experiencing rate limit errors, you may need to lower this value. Most new Google Cloud projects start with a quota of 60 requests per minute. Check your Google Cloud Console quotas to see your actual limit. Refer to the [Rate Limiting](#rate-limiting) section below for more information.
-12. Click **Set up source** and wait for the tests to complete.
+11. (Optional) For **Number of Concurrent Workers**, you may configure the number of worker threads used during sync. The default is 40. If you are syncing a large number of site URLs or experiencing rate limit errors, you may want to reduce this value.
+12. (Optional) For **Always Use Aggregation Type Auto**, enable this setting if your search analytics streams fail with a 400 error related to an unsupported `aggregationType`. This overrides the default aggregation type with `auto`, which resolves the error for certain site configurations.
+13. (Optional) For **Search Analytics API Requests Per Minute**, you may configure the maximum number of requests per minute for Search Analytics API calls. The default value of 1200 matches Google's documented maximum quota. If you are experiencing rate limit errors, you may need to lower this value. Most new Google Cloud projects start with a quota of 60 requests per minute. Check your Google Cloud Console quotas to see your actual limit. Refer to the [Rate Limiting](#rate-limiting) section below for more information.
+14. Click **Set up source** and wait for the tests to complete.
 
 <HideInUI>
 
@@ -135,7 +137,7 @@ The granularity for the cursor is 1 day, so Incremental Sync in Append mode may
 
 - [Sites](https://developers.google.com/webmaster-tools/search-console-api-original/v3/sites/get)
 - [Sitemaps](https://developers.google.com/webmaster-tools/search-console-api-original/v3/sitemaps/list)
-- [Full Analytics report](https://developers.google.com/webmaster-tools/search-console-api-original/v3/searchanalytics/query) \(this stream has a long sync time because it is very detailed, use with care\)
+- [Full Analytics report](https://developers.google.com/webmaster-tools/search-console-api-original/v3/searchanalytics/query) — this stream has a long sync time because it is very detailed; use with care
 - [Analytics report by country](https://developers.google.com/webmaster-tools/search-console-api-original/v3/searchanalytics/query)
 - [Analytics report by date](https://developers.google.com/webmaster-tools/search-console-api-original/v3/searchanalytics/query)
 - [Analytics report by device](https://developers.google.com/webmaster-tools/search-console-api-original/v3/searchanalytics/query)
@@ -177,7 +179,7 @@ For example, to query the API for a report that groups results by country, then
 
 Please note, that for technical reasons `date` is the default dimension which will be included in your query whether you specify it or not. By specifying it you can change the order the results are grouped in. Primary key will consist of your custom dimensions and the default dimension along with `site_url` and `search_type`.
 
-The information you provide via UI Custom report builder will then be transformed into the custom stream by it's `Name`
+The information you provide via the UI Custom report builder will then be transformed into a custom stream using its `Name`.
 
 You can use the [Google APIS Explorer](https://developers.google.com/webmaster-tools/v1/searchanalytics/query) to build and test the reports you want to use.
 
@@ -227,7 +229,7 @@ If you need higher limits, you can enable billing on your Google Cloud project o
 
 #### Data retention
 
-Google Search Console only retains data for websites from the last 16 months. Any data prior to this cutoff point will not be accessible. [Please see this article for more information](https://seotesting.com/google-search-console/how-long-does-gsc-keep-my-data/#:~:text=Google%20Search%20Console%20holds%20relevant,October%2C%202022%2C%20until%20today.).
+Google Search Console only retains data for websites from the last 16 months. Any data prior to this cutoff point will not be accessible. For more information, see [Google's documentation on data freshness and availability](https://support.google.com/webmasters/answer/7576553).
 
 ### Troubleshooting
 
@@ -242,6 +244,9 @@ Google Search Console only retains data for websites from the last 16 months. An
 
 | Version     | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:------------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 1.10.29 | 2026-04-01 | [75582](https://github.com/airbytehq/airbyte/pull/75582) | Add `oauth_connector_input_specification` with granular scopes |
+| 1.10.28 | 2026-03-31 | [75699](https://github.com/airbytehq/airbyte/pull/75699) | Update dependencies |
+| 1.10.27 | 2026-03-30 | [75426](https://github.com/airbytehq/airbyte/pull/75426) | Guard numeric metric fields against complex types to prevent serialization failures and deadlocks |
 | 1.10.26 | 2026-03-24 | [74935](https://github.com/airbytehq/airbyte/pull/74935) | Update dependencies |
 | 1.10.25 | 2026-03-10 | [74685](https://github.com/airbytehq/airbyte/pull/74685) | Update dependencies |
 | 1.10.24 | 2026-02-24 | [73935](https://github.com/airbytehq/airbyte/pull/73935) | Update dependencies |
@@ -273,84 +278,83 @@ Google Search Console only retains data for websites from the last 16 months. An
 | 1.9.3 | 2025-06-18 | [61706](https://github.com/airbytehq/airbyte/pull/61706) | Fix record serialization bug |
 | 1.9.2 | 2025-06-14 | [60663](https://github.com/airbytehq/airbyte/pull/60663) | Update dependencies |
 | 1.9.1 | 2025-06-10 | [61514](https://github.com/airbytehq/airbyte/pull/61514) | Promoting release candidate 1.9.1-rc.1 to a main version. |
-| 1.9.1-rc.1  | 2025-06-10 | [61508](https://github.com/airbytehq/airbyte/pull/61508) | Add API budget, reduce concurrency levels, and catch 403 rate limiting errors                                                                                          |
-| 1.9.0       | 2025-06-06 | [61408](https://github.com/airbytehq/airbyte/pull/61408) | Migrate custom reports streams to low-code                                                                                                                             |
-| 1.8.0       | 2025-06-06 | [61335](https://github.com/airbytehq/airbyte/pull/61335) | Migrate `SearchAnalyticsAllFields`, `SearchAnalyticsByDate`, `SearchAnalyticsByDevice`, `SearchAnalyticsByPage`, and `SearchAnalyticsByQuery` to low-code              |
-| 1.7.0       | 2025-06-05 | [61332](https://github.com/airbytehq/airbyte/pull/61332) | Migrate search_by_keyword streams to low-code                                                                                                                          |
-| 1.6.0       | 2025-06-04 | [61380](https://github.com/airbytehq/airbyte/pull/61380) | Promoting release candidate 1.6.0-rc.1 to a main version.                                                                                                              |
-| 1.6.0-rc.1  | 2025-06-02 | [60928](https://github.com/airbytehq/airbyte/pull/60928) | Migrate `search_analytics_by_country`, `sites`, and `sitemaps` to low-code                                                                                             |
-| 1.5.18      | 2025-05-28 | [58121](https://github.com/airbytehq/airbyte/pull/58121) | Prevent KeyError raise on check connetion when account does not have access to any site. Better Error message                                                          |
-| 1.5.17      | 2025-05-10 | [54946](https://github.com/airbytehq/airbyte/pull/54946) | Update dependencies                                                                                                                                                    |
-| 1.5.16      | 2025-05-09 | [59737](https://github.com/airbytehq/airbyte/pull/59737) | Promoting release candidate 1.5.16-rc.1 to a main version.                                                                                                             |
-| 1.5.16-rc.1 | 2025-05-02 | [59140](https://github.com/airbytehq/airbyte/pull/59140) | Migrate to CDK V6                                                                                                                                                      |
-| 1.5.15      | 2025-02-22 | [54426](https://github.com/airbytehq/airbyte/pull/54426) | Update dependencies                                                                                                                                                    |
-| 1.5.14      | 2025-02-15 | [53781](https://github.com/airbytehq/airbyte/pull/53781) | Update dependencies                                                                                                                                                    |
-| 1.5.13      | 2025-02-01 | [52854](https://github.com/airbytehq/airbyte/pull/52854) | Update dependencies                                                                                                                                                    |
-| 1.5.12      | 2025-01-25 | [52303](https://github.com/airbytehq/airbyte/pull/52303) | Update dependencies                                                                                                                                                    |
-| 1.5.11      | 2025-01-18 | [51629](https://github.com/airbytehq/airbyte/pull/51629) | Update dependencies                                                                                                                                                    |
-| 1.5.10      | 2025-01-11 | [51129](https://github.com/airbytehq/airbyte/pull/51129) | Update dependencies                                                                                                                                                    |
-| 1.5.9       | 2025-01-04 | [50919](https://github.com/airbytehq/airbyte/pull/50919) | Update dependencies                                                                                                                                                    |
-| 1.5.8       | 2024-12-28 | [50579](https://github.com/airbytehq/airbyte/pull/50579) | Update dependencies                                                                                                                                                    |
-| 1.5.7       | 2024-12-21 | [50040](https://github.com/airbytehq/airbyte/pull/50040) | Update dependencies                                                                                                                                                    |
-| 1.5.6       | 2024-12-14 | [49173](https://github.com/airbytehq/airbyte/pull/49173) | Update dependencies                                                                                                                                                    |
-| 1.5.5       | 2024-11-25 | [43730](https://github.com/airbytehq/airbyte/pull/43730) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
-| 1.5.4       | 2024-09-06 | [45196](https://github.com/airbytehq/airbyte/pull/45196) | Fix request body for report streams by keyword                                                                                                                         |
-| 1.5.3       | 2024-08-03 | [43067](https://github.com/airbytehq/airbyte/pull/43067) | Update dependencies                                                                                                                                                    |
-| 1.5.2       | 2024-07-27 | [42786](https://github.com/airbytehq/airbyte/pull/42786) | Update dependencies                                                                                                                                                    |
-| 1.5.1       | 2024-07-20 | [42142](https://github.com/airbytehq/airbyte/pull/42142) | Update dependencies                                                                                                                                                    |
-| 1.5.0       | 2024-07-17 | [42073](https://github.com/airbytehq/airbyte/pull/42073) | Migrate to CDK v1.8.0                                                                                                                                                  |
-| 1.4.13      | 2024-07-13 | [41734](https://github.com/airbytehq/airbyte/pull/41734) | Update dependencies                                                                                                                                                    |
-| 1.4.12      | 2024-07-10 | [41440](https://github.com/airbytehq/airbyte/pull/41440) | Update dependencies                                                                                                                                                    |
-| 1.4.11      | 2024-07-09 | [41164](https://github.com/airbytehq/airbyte/pull/41164) | Update dependencies                                                                                                                                                    |
-| 1.4.10      | 2024-07-06 | [40981](https://github.com/airbytehq/airbyte/pull/40981) | Update dependencies                                                                                                                                                    |
-| 1.4.9       | 2024-06-27 | [40215](https://github.com/airbytehq/airbyte/pull/40215) | Replaced deprecated AirbyteLogger with logging.Logger                                                                                                                  |
-| 1.4.8       | 2024-06-26 | [40532](https://github.com/airbytehq/airbyte/pull/40532) | Update dependencies                                                                                                                                                    |
-| 1.4.7       | 2024-06-25 | [40312](https://github.com/airbytehq/airbyte/pull/40312) | Update dependencies                                                                                                                                                    |
-| 1.4.6       | 2024-06-22 | [40077](https://github.com/airbytehq/airbyte/pull/40077) | Update dependencies                                                                                                                                                    |
-| 1.4.5       | 2024-06-17 | [39516](https://github.com/airbytehq/airbyte/pull/39516) | Update state handling for incremental streams                                                                                                                          |
-| 1.4.4       | 2024-06-04 | [39059](https://github.com/airbytehq/airbyte/pull/39059) | [autopull] Upgrade base image to v1.2.1                                                                                                                                |
-| 1.4.3       | 2024-05-24 | [38649](https://github.com/airbytehq/airbyte/pull/38649) | Update deprecated auth package                                                                                                                                         |
-| 1.4.2       | 2024-04-19 | [36639](https://github.com/airbytehq/airbyte/pull/36639) | Updating to 0.80.0 CDK                                                                                                                                                 |
-| 1.4.1       | 2024-04-12 | [36639](https://github.com/airbytehq/airbyte/pull/36639) | Schema descriptions                                                                                                                                                    |
-| 1.4.0       | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0`                                                                                                                                        |
-| 1.3.7       | 2024-02-12 | [35163](https://github.com/airbytehq/airbyte/pull/35163) | Manage dependencies with Poetry                                                                                                                                        |
-| 1.3.6       | 2023-10-26 | [31863](https://github.com/airbytehq/airbyte/pull/31863) | Base image migration: remove Dockerfile and use the python-connector-base image                                                                                        |
-| 1.3.5       | 2023-09-28 | [30822](https://github.com/airbytehq/airbyte/pull/30822) | Fix primary key for custom reports                                                                                                                                     |
-| 1.3.4       | 2023-09-27 | [30785](https://github.com/airbytehq/airbyte/pull/30785) | Do not migrate config for the newly created connections                                                                                                                |
-| 1.3.3       | 2023-08-29 | [29941](https://github.com/airbytehq/airbyte/pull/29941) | Added `primary key` to each stream, added `custom_report` config migration                                                                                             |
-| 1.3.2       | 2023-08-25 | [29829](https://github.com/airbytehq/airbyte/pull/29829) | Make `Start Date` a non-required, added the `suggested streams`, corrected public docs                                                                                 |
-| 1.3.1       | 2023-08-24 | [29329](https://github.com/airbytehq/airbyte/pull/29329) | Update tooltip descriptions                                                                                                                                            |
-| 1.3.0       | 2023-08-24 | [29750](https://github.com/airbytehq/airbyte/pull/29750) | Add new `Keyword-Site-Report-By-Site` stream                                                                                                                           |
-| 1.2.2       | 2023-08-23 | [29741](https://github.com/airbytehq/airbyte/pull/29741) | Handle `HTTP-401`, `HTTP-403` errors                                                                                                                                   |
-| 1.2.1       | 2023-07-04 | [27952](https://github.com/airbytehq/airbyte/pull/27952) | Removed deprecated `searchType`, added `discover`(Discover results) and `googleNews`(Results from news.google.com, etc.) types                                         |
-| 1.2.0       | 2023-06-29 | [27831](https://github.com/airbytehq/airbyte/pull/27831) | Add new streams                                                                                                                                                        |
-| 1.1.0       | 2023-06-26 | [27738](https://github.com/airbytehq/airbyte/pull/27738) | License Update: Elv2                                                                                                                                                   |
-| 1.0.2       | 2023-06-13 | [27307](https://github.com/airbytehq/airbyte/pull/27307) | Fix `data_state` config typo                                                                                                                                           |
-| 1.0.1       | 2023-05-30 | [26746](https://github.com/airbytehq/airbyte/pull/26746) | Remove `authSpecification` from connector spec in favour of advancedAuth                                                                                               |
-| 1.0.0       | 2023-05-24 | [26452](https://github.com/airbytehq/airbyte/pull/26452) | Add data_state parameter to specification                                                                                                                              |
-| 0.1.22      | 2023-03-20 | [22295](https://github.com/airbytehq/airbyte/pull/22295) | Update specification examples                                                                                                                                          |
-| 0.1.21      | 2023-02-14 | [22984](https://github.com/airbytehq/airbyte/pull/22984) | Specified date formatting in specification                                                                                                                             |
-| 0.1.20      | 2023-02-02 | [22334](https://github.com/airbytehq/airbyte/pull/22334) | Turn on default HttpAvailabilityStrategy                                                                                                                               |
-| 0.1.19      | 2023-01-27 | [22007](https://github.com/airbytehq/airbyte/pull/22007) | Set `AvailabilityStrategy` for streams explicitly to `None`                                                                                                            |
-| 0.1.18      | 2022-10-27 | [18568](https://github.com/airbytehq/airbyte/pull/18568) | Improved config validation: custom_reports.dimension                                                                                                                   |
-| 0.1.17      | 2022-10-08 | [17751](https://github.com/airbytehq/airbyte/pull/17751) | Improved config validation: start_date, end_date, site_urls                                                                                                            |
-| 0.1.16      | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream state.                                                                                                                                           |
-| 0.1.15      | 2022-09-16 | [16819](https://github.com/airbytehq/airbyte/pull/16819) | Check available site urls to avoid 403 error on sync                                                                                                                   |
-| 0.1.14      | 2022-09-08 | [16433](https://github.com/airbytehq/airbyte/pull/16433) | Add custom analytics stream.                                                                                                                                           |
-| 0.1.13      | 2022-07-21 | [14924](https://github.com/airbytehq/airbyte/pull/14924) | Remove `additionalProperties` field from specs                                                                                                                         |
-| 0.1.12      | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy                                                                                                                                        |
-| 0.1.11      | 2022-01-05 | [9186](https://github.com/airbytehq/airbyte/pull/9186)   | Fix incremental sync: keep all urls in state object                                                                                                                    |
-| 0.1.10      | 2021-12-23 | [9073](https://github.com/airbytehq/airbyte/pull/9073)   | Add slicing by date range                                                                                                                                              |
-| 0.1.9       | 2021-12-22 | [9047](https://github.com/airbytehq/airbyte/pull/9047)   | Add 'order' to spec.json props                                                                                                                                         |
-| 0.1.8       | 2021-12-21 | [8248](https://github.com/airbytehq/airbyte/pull/8248)   | Enable Sentry for performance and errors tracking                                                                                                                      |
-| 0.1.7       | 2021-11-26 | [7431](https://github.com/airbytehq/airbyte/pull/7431)   | Add default `end_date` param value                                                                                                                                     |
-| 0.1.6       | 2021-09-27 | [6460](https://github.com/airbytehq/airbyte/pull/6460)   | Update OAuth Spec File                                                                                                                                                 |
-| 0.1.4       | 2021-09-23 | [6394](https://github.com/airbytehq/airbyte/pull/6394)   | Update Doc link Spec File                                                                                                                                              |
-| 0.1.3       | 2021-09-23 | [6405](https://github.com/airbytehq/airbyte/pull/6405)   | Correct Spec File                                                                                                                                                      |
-| 0.1.2       | 2021-09-17 | [6222](https://github.com/airbytehq/airbyte/pull/6222)   | Correct Spec File                                                                                                                                                      |
-| 0.1.1       | 2021-09-22 | [6315](https://github.com/airbytehq/airbyte/pull/6315)   | Verify access to all sites when performing connection check                                                                                                            |
-| 0.1.0       | 2021-09-03 | [5350](https://github.com/airbytehq/airbyte/pull/5350)   | Initial Release                                                                                                                                                        |
->>>>>>> master
+| 1.9.1-rc.1 | 2025-06-10 | [61508](https://github.com/airbytehq/airbyte/pull/61508) | Add API budget, reduce concurrency levels, and catch 403 rate limiting errors |
+| 1.9.0 | 2025-06-06 | [61408](https://github.com/airbytehq/airbyte/pull/61408) | Migrate custom reports streams to low-code |
+| 1.8.0 | 2025-06-06 | [61335](https://github.com/airbytehq/airbyte/pull/61335) | Migrate `SearchAnalyticsAllFields`, `SearchAnalyticsByDate`, `SearchAnalyticsByDevice`, `SearchAnalyticsByPage`, and `SearchAnalyticsByQuery` to low-code |
+| 1.7.0 | 2025-06-05 | [61332](https://github.com/airbytehq/airbyte/pull/61332) | Migrate search_by_keyword streams to low-code |
+| 1.6.0 | 2025-06-04 | [61380](https://github.com/airbytehq/airbyte/pull/61380) | Promoting release candidate 1.6.0-rc.1 to a main version. |
+| 1.6.0-rc.1 | 2025-06-02 | [60928](https://github.com/airbytehq/airbyte/pull/60928) | Migrate `search_analytics_by_country`, `sites`, and `sitemaps` to low-code |
+| 1.5.18 | 2025-05-28 | [58121](https://github.com/airbytehq/airbyte/pull/58121) | Prevent KeyError raise on check connetion when account does not have access to any site. Better Error message |
+| 1.5.17 | 2025-05-10 | [54946](https://github.com/airbytehq/airbyte/pull/54946) | Update dependencies |
+| 1.5.16 | 2025-05-09 | [59737](https://github.com/airbytehq/airbyte/pull/59737) | Promoting release candidate 1.5.16-rc.1 to a main version. |
+| 1.5.16-rc.1 | 2025-05-02 | [59140](https://github.com/airbytehq/airbyte/pull/59140) | Migrate to CDK V6 |
+| 1.5.15 | 2025-02-22 | [54426](https://github.com/airbytehq/airbyte/pull/54426) | Update dependencies |
+| 1.5.14 | 2025-02-15 | [53781](https://github.com/airbytehq/airbyte/pull/53781) | Update dependencies |
+| 1.5.13 | 2025-02-01 | [52854](https://github.com/airbytehq/airbyte/pull/52854) | Update dependencies |
+| 1.5.12 | 2025-01-25 | [52303](https://github.com/airbytehq/airbyte/pull/52303) | Update dependencies |
+| 1.5.11 | 2025-01-18 | [51629](https://github.com/airbytehq/airbyte/pull/51629) | Update dependencies |
+| 1.5.10 | 2025-01-11 | [51129](https://github.com/airbytehq/airbyte/pull/51129) | Update dependencies |
+| 1.5.9 | 2025-01-04 | [50919](https://github.com/airbytehq/airbyte/pull/50919) | Update dependencies |
+| 1.5.8 | 2024-12-28 | [50579](https://github.com/airbytehq/airbyte/pull/50579) | Update dependencies |
+| 1.5.7 | 2024-12-21 | [50040](https://github.com/airbytehq/airbyte/pull/50040) | Update dependencies |
+| 1.5.6 | 2024-12-14 | [49173](https://github.com/airbytehq/airbyte/pull/49173) | Update dependencies |
+| 1.5.5 | 2024-11-25 | [43730](https://github.com/airbytehq/airbyte/pull/43730) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
+| 1.5.4 | 2024-09-06 | [45196](https://github.com/airbytehq/airbyte/pull/45196) | Fix request body for report streams by keyword |
+| 1.5.3 | 2024-08-03 | [43067](https://github.com/airbytehq/airbyte/pull/43067) | Update dependencies |
+| 1.5.2 | 2024-07-27 | [42786](https://github.com/airbytehq/airbyte/pull/42786) | Update dependencies |
+| 1.5.1 | 2024-07-20 | [42142](https://github.com/airbytehq/airbyte/pull/42142) | Update dependencies |
+| 1.5.0 | 2024-07-17 | [42073](https://github.com/airbytehq/airbyte/pull/42073) | Migrate to CDK v1.8.0 |
+| 1.4.13 | 2024-07-13 | [41734](https://github.com/airbytehq/airbyte/pull/41734) | Update dependencies |
+| 1.4.12 | 2024-07-10 | [41440](https://github.com/airbytehq/airbyte/pull/41440) | Update dependencies |
+| 1.4.11 | 2024-07-09 | [41164](https://github.com/airbytehq/airbyte/pull/41164) | Update dependencies |
+| 1.4.10 | 2024-07-06 | [40981](https://github.com/airbytehq/airbyte/pull/40981) | Update dependencies |
+| 1.4.9 | 2024-06-27 | [40215](https://github.com/airbytehq/airbyte/pull/40215) | Replaced deprecated AirbyteLogger with logging.Logger |
+| 1.4.8 | 2024-06-26 | [40532](https://github.com/airbytehq/airbyte/pull/40532) | Update dependencies |
+| 1.4.7 | 2024-06-25 | [40312](https://github.com/airbytehq/airbyte/pull/40312) | Update dependencies |
+| 1.4.6 | 2024-06-22 | [40077](https://github.com/airbytehq/airbyte/pull/40077) | Update dependencies |
+| 1.4.5 | 2024-06-17 | [39516](https://github.com/airbytehq/airbyte/pull/39516) | Update state handling for incremental streams |
+| 1.4.4 | 2024-06-04 | [39059](https://github.com/airbytehq/airbyte/pull/39059) | [autopull] Upgrade base image to v1.2.1 |
+| 1.4.3 | 2024-05-24 | [38649](https://github.com/airbytehq/airbyte/pull/38649) | Update deprecated auth package |
+| 1.4.2 | 2024-04-19 | [36639](https://github.com/airbytehq/airbyte/pull/36639) | Updating to 0.80.0 CDK |
+| 1.4.1 | 2024-04-12 | [36639](https://github.com/airbytehq/airbyte/pull/36639) | Schema descriptions |
+| 1.4.0 | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0` |
+| 1.3.7 | 2024-02-12 | [35163](https://github.com/airbytehq/airbyte/pull/35163) | Manage dependencies with Poetry |
+| 1.3.6 | 2023-10-26 | [31863](https://github.com/airbytehq/airbyte/pull/31863) | Base image migration: remove Dockerfile and use the python-connector-base image |
+| 1.3.5 | 2023-09-28 | [30822](https://github.com/airbytehq/airbyte/pull/30822) | Fix primary key for custom reports |
+| 1.3.4 | 2023-09-27 | [30785](https://github.com/airbytehq/airbyte/pull/30785) | Do not migrate config for the newly created connections |
+| 1.3.3 | 2023-08-29 | [29941](https://github.com/airbytehq/airbyte/pull/29941) | Added `primary key` to each stream, added `custom_report` config migration |
+| 1.3.2 | 2023-08-25 | [29829](https://github.com/airbytehq/airbyte/pull/29829) | Make `Start Date` a non-required, added the `suggested streams`, corrected public docs |
+| 1.3.1 | 2023-08-24 | [29329](https://github.com/airbytehq/airbyte/pull/29329) | Update tooltip descriptions |
+| 1.3.0 | 2023-08-24 | [29750](https://github.com/airbytehq/airbyte/pull/29750) | Add new `Keyword-Site-Report-By-Site` stream |
+| 1.2.2 | 2023-08-23 | [29741](https://github.com/airbytehq/airbyte/pull/29741) | Handle `HTTP-401`, `HTTP-403` errors |
+| 1.2.1 | 2023-07-04 | [27952](https://github.com/airbytehq/airbyte/pull/27952) | Removed deprecated `searchType`, added `discover`(Discover results) and `googleNews`(Results from news.google.com, etc.) types |
+| 1.2.0 | 2023-06-29 | [27831](https://github.com/airbytehq/airbyte/pull/27831) | Add new streams |
+| 1.1.0 | 2023-06-26 | [27738](https://github.com/airbytehq/airbyte/pull/27738) | License Update: Elv2 |
+| 1.0.2 | 2023-06-13 | [27307](https://github.com/airbytehq/airbyte/pull/27307) | Fix `data_state` config typo |
+| 1.0.1 | 2023-05-30 | [26746](https://github.com/airbytehq/airbyte/pull/26746) | Remove `authSpecification` from connector spec in favour of advancedAuth |
+| 1.0.0 | 2023-05-24 | [26452](https://github.com/airbytehq/airbyte/pull/26452) | Add data_state parameter to specification |
+| 0.1.22 | 2023-03-20 | [22295](https://github.com/airbytehq/airbyte/pull/22295) | Update specification examples |
+| 0.1.21 | 2023-02-14 | [22984](https://github.com/airbytehq/airbyte/pull/22984) | Specified date formatting in specification |
+| 0.1.20 | 2023-02-02 | [22334](https://github.com/airbytehq/airbyte/pull/22334) | Turn on default HttpAvailabilityStrategy |
+| 0.1.19 | 2023-01-27 | [22007](https://github.com/airbytehq/airbyte/pull/22007) | Set `AvailabilityStrategy` for streams explicitly to `None` |
+| 0.1.18 | 2022-10-27 | [18568](https://github.com/airbytehq/airbyte/pull/18568) | Improved config validation: custom_reports.dimension |
+| 0.1.17 | 2022-10-08 | [17751](https://github.com/airbytehq/airbyte/pull/17751) | Improved config validation: start_date, end_date, site_urls |
+| 0.1.16 | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream state. |
+| 0.1.15 | 2022-09-16 | [16819](https://github.com/airbytehq/airbyte/pull/16819) | Check available site urls to avoid 403 error on sync |
+| 0.1.14 | 2022-09-08 | [16433](https://github.com/airbytehq/airbyte/pull/16433) | Add custom analytics stream. |
+| 0.1.13 | 2022-07-21 | [14924](https://github.com/airbytehq/airbyte/pull/14924) | Remove `additionalProperties` field from specs |
+| 0.1.12 | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy |
+| 0.1.11 | 2022-01-05 | [9186](https://github.com/airbytehq/airbyte/pull/9186) | Fix incremental sync: keep all urls in state object |
+| 0.1.10 | 2021-12-23 | [9073](https://github.com/airbytehq/airbyte/pull/9073) | Add slicing by date range |
+| 0.1.9 | 2021-12-22 | [9047](https://github.com/airbytehq/airbyte/pull/9047) | Add 'order' to spec.json props |
+| 0.1.8 | 2021-12-21 | [8248](https://github.com/airbytehq/airbyte/pull/8248) | Enable Sentry for performance and errors tracking |
+| 0.1.7 | 2021-11-26 | [7431](https://github.com/airbytehq/airbyte/pull/7431) | Add default `end_date` param value |
+| 0.1.6 | 2021-09-27 | [6460](https://github.com/airbytehq/airbyte/pull/6460) | Update OAuth Spec File |
+| 0.1.4 | 2021-09-23 | [6394](https://github.com/airbytehq/airbyte/pull/6394) | Update Doc link Spec File |
+| 0.1.3 | 2021-09-23 | [6405](https://github.com/airbytehq/airbyte/pull/6405) | Correct Spec File |
+| 0.1.2 | 2021-09-17 | [6222](https://github.com/airbytehq/airbyte/pull/6222) | Correct Spec File |
+| 0.1.1 | 2021-09-22 | [6315](https://github.com/airbytehq/airbyte/pull/6315) | Verify access to all sites when performing connection check |
+| 0.1.0 | 2021-09-03 | [5350](https://github.com/airbytehq/airbyte/pull/5350) | Initial Release |
 
 </details>
 
diff --git a/docs/integrations/sources/google-sheets.md b/docs/integrations/sources/google-sheets.md
index 806e1fe2007c..9d8c18520ad6 100644
--- a/docs/integrations/sources/google-sheets.md
+++ b/docs/integrations/sources/google-sheets.md
@@ -309,6 +309,7 @@ Airbyte batches requests to the API in order to efficiently pull data and respec
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |------------|------------|----------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.12.23 | 2026-03-30 | [TBD](https://github.com/airbytehq/airbyte/pull/TBD) | Add `oauth_connector_input_specification` with granular scopes |
 | 0.12.22 | 2026-03-17 | [74660](https://github.com/airbytehq/airbyte/pull/74660) | Update dependencies |
 | 0.12.21 | 2026-02-24 | [73968](https://github.com/airbytehq/airbyte/pull/73968) | Update dependencies |
 | 0.12.20 | 2026-02-10 | [73078](https://github.com/airbytehq/airbyte/pull/73078) | Update dependencies |
diff --git a/docs/integrations/sources/google-tasks.md b/docs/integrations/sources/google-tasks.md
index a9bf5a54cc9f..7f8743e7b2a1 100644
--- a/docs/integrations/sources/google-tasks.md
+++ b/docs/integrations/sources/google-tasks.md
@@ -43,6 +43,7 @@ Steps:
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.52 | 2026-03-31 | [75704](https://github.com/airbytehq/airbyte/pull/75704) | Update dependencies |
 | 0.0.51 | 2026-03-24 | [75356](https://github.com/airbytehq/airbyte/pull/75356) | Update dependencies |
 | 0.0.50 | 2026-03-10 | [74679](https://github.com/airbytehq/airbyte/pull/74679) | Update dependencies |
 | 0.0.49 | 2026-03-03 | [74168](https://github.com/airbytehq/airbyte/pull/74168) | Update dependencies |
diff --git a/docs/integrations/sources/grafana.md b/docs/integrations/sources/grafana.md
index 929a1acef81c..c97ea72cd185 100644
--- a/docs/integrations/sources/grafana.md
+++ b/docs/integrations/sources/grafana.md
@@ -24,6 +24,7 @@ Grafana is an observability and analytics platform that lets teams visualize, ex
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.6 | 2026-03-31 | [74931](https://github.com/airbytehq/airbyte/pull/74931) | Update dependencies |
 | 0.0.5 | 2026-03-10 | [74658](https://github.com/airbytehq/airbyte/pull/74658) | Update dependencies |
 | 0.0.4 | 2026-02-24 | [73967](https://github.com/airbytehq/airbyte/pull/73967) | Update dependencies |
 | 0.0.3 | 2026-02-10 | [73074](https://github.com/airbytehq/airbyte/pull/73074) | Update dependencies |
diff --git a/docs/integrations/sources/granola.md b/docs/integrations/sources/granola.md
index 96ad4c08787b..d27475db8eba 100644
--- a/docs/integrations/sources/granola.md
+++ b/docs/integrations/sources/granola.md
@@ -76,6 +76,7 @@ The connector handles rate limiting automatically by retrying requests when a `4
 
 | Version | Date       | Pull Request | Subject         |
 | :------ | :--------- | :----------- | :-------------- |
+| 0.1.2 | 2026-03-31 | [75737](https://github.com/airbytehq/airbyte/pull/75737) | Update dependencies |
 | 0.1.1 | 2026-03-24 | [75353](https://github.com/airbytehq/airbyte/pull/75353) | Update dependencies |
 | 0.1.0 | 2026-02-25 | [74033](https://github.com/airbytehq/airbyte/pull/74033) | Add detailed_notes substream with full note content via SubstreamPartitionRouter |
 | 0.0.3 | 2026-02-24 | [73377](https://github.com/airbytehq/airbyte/pull/73377) | Update dependencies |
diff --git a/docs/integrations/sources/greenhouse.md b/docs/integrations/sources/greenhouse.md
index b9f4c0a81092..ab5a704954c1 100644
--- a/docs/integrations/sources/greenhouse.md
+++ b/docs/integrations/sources/greenhouse.md
@@ -74,6 +74,7 @@ The Greenhouse connector should not run into Greenhouse API limitations under no
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.7.19 | 2026-03-31 | [75729](https://github.com/airbytehq/airbyte/pull/75729) | Update dependencies |
 | 0.7.18 | 2026-03-17 | [74919](https://github.com/airbytehq/airbyte/pull/74919) | Update dependencies |
 | 0.7.17 | 2026-03-10 | [74688](https://github.com/airbytehq/airbyte/pull/74688) | Update dependencies |
 | 0.7.16 | 2026-03-03 | [74176](https://github.com/airbytehq/airbyte/pull/74176) | Update dependencies |
diff --git a/docs/integrations/sources/greythr.md b/docs/integrations/sources/greythr.md
index eae45467734f..fbb6bc508672 100644
--- a/docs/integrations/sources/greythr.md
+++ b/docs/integrations/sources/greythr.md
@@ -32,6 +32,7 @@ The GreytHR Connector for Airbyte allows seamless integration with the GreytHR p
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75706](https://github.com/airbytehq/airbyte/pull/75706) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75354](https://github.com/airbytehq/airbyte/pull/75354) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73965](https://github.com/airbytehq/airbyte/pull/73965) | Update dependencies |
 | 0.0.46 | 2026-02-10 | [73071](https://github.com/airbytehq/airbyte/pull/73071) | Update dependencies |
diff --git a/docs/integrations/sources/guru.md b/docs/integrations/sources/guru.md
index 19ac617c1f99..3cf96c3a5cc3 100644
--- a/docs/integrations/sources/guru.md
+++ b/docs/integrations/sources/guru.md
@@ -50,6 +50,7 @@ To set up the Guru source connector, you'll need the [Guru Auth keys](https://de
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.53 | 2026-03-31 | [75715](https://github.com/airbytehq/airbyte/pull/75715) | Update dependencies |
 | 0.0.52 | 2026-03-17 | [74653](https://github.com/airbytehq/airbyte/pull/74653) | Update dependencies |
 | 0.0.51 | 2026-03-03 | [74177](https://github.com/airbytehq/airbyte/pull/74177) | Update dependencies |
 | 0.0.50 | 2026-02-17 | [73381](https://github.com/airbytehq/airbyte/pull/73381) | Update dependencies |
diff --git a/docs/integrations/sources/help-scout.md b/docs/integrations/sources/help-scout.md
index a320354ddf09..7e2a09805a04 100644
--- a/docs/integrations/sources/help-scout.md
+++ b/docs/integrations/sources/help-scout.md
@@ -32,6 +32,7 @@ Auth Overview: https://developer.helpscout.com/mailbox-api/overview/authenticati
 
 | Version          | Date              | Pull Request                                         | Subject        |
 |------------------|-------------------|------------------------------------------------------|----------------|
+| 0.0.40 | 2026-03-31 | [75736](https://github.com/airbytehq/airbyte/pull/75736) | Update dependencies |
 | 0.0.39 | 2026-03-24 | [74927](https://github.com/airbytehq/airbyte/pull/74927) | Update dependencies |
 | 0.0.38 | 2026-03-10 | [74681](https://github.com/airbytehq/airbyte/pull/74681) | Update dependencies |
 | 0.0.37 | 2026-02-24 | [73934](https://github.com/airbytehq/airbyte/pull/73934) | Update dependencies |
diff --git a/docs/integrations/sources/hibob.md b/docs/integrations/sources/hibob.md
index 5b2aa84dc662..05c16c82c45a 100644
--- a/docs/integrations/sources/hibob.md
+++ b/docs/integrations/sources/hibob.md
@@ -80,6 +80,7 @@ Link to HiBob API documentation [here](https://apidocs.hibob.com/docs/).
 
 | Version  | Date       | Pull Request                                             | Subject                                                                                                                              |
 |:---------|:-----------|:---------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------|
+| 0.2.46 | 2026-03-31 | [75735](https://github.com/airbytehq/airbyte/pull/75735) | Update dependencies |
 | 0.2.45 | 2026-03-24 | [75352](https://github.com/airbytehq/airbyte/pull/75352) | Update dependencies |
 | 0.2.44 | 2026-03-10 | [74683](https://github.com/airbytehq/airbyte/pull/74683) | Update dependencies |
 | 0.2.43 | 2026-02-24 | [73966](https://github.com/airbytehq/airbyte/pull/73966) | Update dependencies |
diff --git a/docs/integrations/sources/high-level.md b/docs/integrations/sources/high-level.md
index 29a225c694a9..f252a4eb6afd 100644
--- a/docs/integrations/sources/high-level.md
+++ b/docs/integrations/sources/high-level.md
@@ -33,6 +33,7 @@ Proxy connector for [Go High Level](https://gohighlevel.com) (Lead Connector). R
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.48 | 2026-03-31 | [75732](https://github.com/airbytehq/airbyte/pull/75732) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74665](https://github.com/airbytehq/airbyte/pull/74665) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [74173](https://github.com/airbytehq/airbyte/pull/74173) | Update dependencies |
 | 0.0.45 | 2026-02-10 | [73117](https://github.com/airbytehq/airbyte/pull/73117) | Update dependencies |
diff --git a/docs/integrations/sources/hoorayhr.md b/docs/integrations/sources/hoorayhr.md
index 833ef94e6cd2..7c258571b511 100644
--- a/docs/integrations/sources/hoorayhr.md
+++ b/docs/integrations/sources/hoorayhr.md
@@ -27,6 +27,7 @@ Use the credentials of your HoorayHR account to configure the connector. Make su
 
 | Version | Date       | Pull Request | Subject                                                                                             |
 | ------- | ---------- | ------------ | --------------------------------------------------------------------------------------------------- |
+| 0.1.45 | 2026-03-31 | [75701](https://github.com/airbytehq/airbyte/pull/75701) | Update dependencies |
 | 0.1.44 | 2026-03-17 | [74521](https://github.com/airbytehq/airbyte/pull/74521) | Update dependencies |
 | 0.1.43 | 2026-02-24 | [73903](https://github.com/airbytehq/airbyte/pull/73903) | Update dependencies |
 | 0.1.42 | 2026-02-17 | [73379](https://github.com/airbytehq/airbyte/pull/73379) | Update dependencies |
diff --git a/docs/integrations/sources/hubspot.md b/docs/integrations/sources/hubspot.md
index 6b4e0730194a..11215ad7cf10 100644
--- a/docs/integrations/sources/hubspot.md
+++ b/docs/integrations/sources/hubspot.md
@@ -49,7 +49,7 @@ More information on HubSpot authentication methods can be found
 
 These instructions are only relevant if you are using a **Private App** for authentication. You can ignore this if you are authenticating via OAuth.
 
-To set up a Private App, you must manually configure scopes to ensure Airbyte can sync all available data. Each scope relates to a specific stream or streams. Please refer to [Hubspot's page on scopes](https://legacydocs.hubspot.com/docs/methods/oauth2/initiate-oauth-integration#scopes) for instructions.
+To set up a Private App, you must manually configure scopes to ensure Airbyte can sync all available data. Each scope relates to a specific stream or streams. Refer to [HubSpot's documentation on scopes](https://developers.hubspot.com/docs/api/working-with-oauth#scopes) for instructions.
 
 <details>
   <summary>Expand to review scopes</summary>
@@ -80,6 +80,7 @@ To set up a Private App, you must manually configure scopes to ensure Airbyte ca
 | `property_history`          | `crm.objects.contacts.read`                                                                                  |
 | `subscription_changes`      | `content`                                                                                                    |
 | `tickets`                   | `tickets`                                                                                                    |
+| `users`                     | `crm.objects.users.read`, `settings.users.read`                                                              |
 | `account_details`           | `oauth`                                                                                                      |
 | `deal_splits`               | `crm.objects.deals.read`                                                                                     |
 | `properties`                | No additional scopes required                                                                                |
@@ -158,40 +159,41 @@ There are two types of incremental sync:
 
 The HubSpot source connector supports the following streams:
 
-- [Campaigns](https://developers.hubspot.com/docs/methods/email/get_campaign_data) \(Client-Side Incremental\)
+- [Campaigns](https://developers.hubspot.com/docs/api/marketing/campaigns) \(Client-Side Incremental\)
 - [Companies](https://developers.hubspot.com/docs/api/crm/companies) \(Incremental\)
 - [Contact Lists](https://developers.hubspot.com/docs/reference/api/crm/lists#post-%2Fcrm%2Fv3%2Flists%2Fsearch) \(Incremental\)
-- [Contacts](https://developers.hubspot.com/docs/methods/contacts/get_contacts) \(Incremental\)
-- [Deal Pipelines](https://developers.hubspot.com/docs/methods/pipelines/get_pipelines_for_object_type) \(Client-Side Incremental\)
+- [Contacts](https://developers.hubspot.com/docs/api/crm/contacts) \(Incremental\)
+- [Deal Pipelines](https://developers.hubspot.com/docs/api/crm/pipelines) \(Client-Side Incremental\)
 - [Deal Splits](https://developers.hubspot.com/docs/api/crm/deals) \(Incremental\)
 - [Deals](https://developers.hubspot.com/docs/api/crm/deals) \(including Contact associations\) \(Incremental\)
   - Records that have been deleted (archived) and stored in HubSpot's recycle bin will only be kept for 90 days, see [response from HubSpot Team](https://community.hubspot.com/t5/APIs-Integrations/Archived-deals-deleted-or-different/m-p/714157)
 - [Deals Archived](https://developers.hubspot.com/docs/api/crm/deals) \(including Contact associations\) \(Incremental\)
-- [Email Events](https://developers.hubspot.com/docs/methods/email/get_events) \(Incremental\)
-- [Email Subscriptions](https://developers.hubspot.com/docs/methods/email/get_subscriptions)
-- [Engagements](https://legacydocs.hubspot.com/docs/methods/engagements/get-all-engagements) \(Incremental\)
+- [Email Events](https://developers.hubspot.com/docs/api/marketing/email-events) \(Incremental\)
+- [Email Subscriptions](https://developers.hubspot.com/docs/api/marketing/subscriptions)
+- [Engagements](https://developers.hubspot.com/docs/api/crm/engagements) \(Incremental\)
 - [Engagements Calls](https://developers.hubspot.com/docs/api/crm/calls) \(Incremental\)
 - [Engagements Emails](https://developers.hubspot.com/docs/api/crm/email) \(Incremental\)
 - [Engagements Meetings](https://developers.hubspot.com/docs/api/crm/meetings) \(Incremental\)
 - [Engagements Notes](https://developers.hubspot.com/docs/api/crm/notes) \(Incremental\)
 - [Engagements Tasks](https://developers.hubspot.com/docs/api/crm/tasks) \(Incremental\)
 - [Forms](https://developers.hubspot.com/docs/api/marketing/forms) \(Client-Side Incremental\)
-- [Form Submissions](https://legacydocs.hubspot.com/docs/methods/forms/get-submissions-for-a-form) \(Client-Side Incremental\)
+- [Form Submissions](https://developers.hubspot.com/docs/api/marketing/forms) \(Client-Side Incremental\)
 - [Goals](https://developers.hubspot.com/docs/api/crm/goals) \(Incremental\)
 - [Leads](https://developers.hubspot.com/docs/api/crm/leads) \(Incremental\)
 - [Line Items](https://developers.hubspot.com/docs/api/crm/line-items) \(Incremental\)
 - [Marketing Emails](https://developers.hubspot.com/docs/api-reference/marketing-marketing-emails-v3-v3/marketing-emails/get-marketing-v3-emails-) \(Incremental\)
-- [Owners](https://developers.hubspot.com/docs/methods/owners/get_owners) \(Client-Side Incremental\)
-- [Owners Archived](https://legacydocs.hubspot.com/docs/methods/owners/get_owners) \(Client-Side Incremental)
+- [Owners](https://developers.hubspot.com/docs/api/crm/owners) \(Client-Side Incremental\)
+- [Owners Archived](https://developers.hubspot.com/docs/api/crm/owners) \(Client-Side Incremental)
+- [Users](https://developers.hubspot.com/docs/api-reference/settings-user-provisioning-v3/users/get-settings-v3-users-) \(Full-Refresh\)
 - [Products](https://developers.hubspot.com/docs/api/crm/products) \(Incremental\)
 - [Properties](https://developers.hubspot.com/docs/api/crm/properties) \(Full Refresh\)
-- [Contacts Property History](https://legacydocs.hubspot.com/docs/methods/contacts/get_contacts) \(Client-Side Incremental\)
-- [Companies Property History](https://legacydocs.hubspot.com/docs/methods/companies/get-all-companies) \(Client-Side Incremental\)
-- [Deals Property History](https://legacydocs.hubspot.com/docs/methods/deals/get-all-deals) \(Client-Side Incremental\)
-- [Subscription Changes](https://developers.hubspot.com/docs/methods/email/get_subscriptions_timeline) \(Incremental\)
+- [Contacts Property History](https://developers.hubspot.com/docs/api/crm/contacts) \(Client-Side Incremental\)
+- [Companies Property History](https://developers.hubspot.com/docs/api/crm/companies) \(Client-Side Incremental\)
+- [Deals Property History](https://developers.hubspot.com/docs/api/crm/deals) \(Client-Side Incremental\)
+- [Subscription Changes](https://developers.hubspot.com/docs/api/marketing/subscriptions) \(Incremental\)
 - [Tickets](https://developers.hubspot.com/docs/api/crm/tickets) \(Incremental\)
 - [Ticket Pipelines](https://developers.hubspot.com/docs/api/crm/pipelines) \(Client-Side Incremental\)
-- [Workflows](https://legacydocs.hubspot.com/docs/methods/workflows/v3/get_workflows) \(Client-Side Incremental\)
+- [Workflows](https://developers.hubspot.com/docs/api/automation/workflows) \(Client-Side Incremental\)
 - [ContactsWebAnalytics](https://developers.hubspot.com/docs/api/events/web-analytics) \(Incremental\)
 - [CompaniesWebAnalytics](https://developers.hubspot.com/docs/api/events/web-analytics) \(Incremental\)
 - [DealsWebAnalytics](https://developers.hubspot.com/docs/api/events/web-analytics) \(Incremental\)
@@ -204,7 +206,7 @@ The HubSpot source connector supports the following streams:
 - [GoalsWebAnalytics](https://developers.hubspot.com/docs/api/events/web-analytics) \(Incremental\)
 - [LineItemsWebAnalytics](https://developers.hubspot.com/docs/api/events/web-analytics) \(Incremental\)
 - [ProductsWebAnalytics](https://developers.hubspot.com/docs/api/events/web-analytics) \(Incremental\)
-- [Account Details](https://developers.hubspot.com/docs/reference/api/settings/account-information-api#get-%2Faccount-info%2Fv3%2Fdetails) \(Full Refresh\)
+- [Account Details](https://developers.hubspot.com/docs/api-reference/account-account-info-v3/details/get-account-info-v3-details) \(Full Refresh\)
 
 ### Entity-Relationship Diagram (ERD)
 <EntityRelationshipDiagram></EntityRelationshipDiagram>
@@ -259,14 +261,14 @@ Expand to see details about Hubspot connector limitations and troubleshooting.
 
 ### Rate limiting
 
-The connector is restricted by normal HubSpot [rate limitations](https://legacydocs.hubspot.com/apps/api_guidelines).
+The connector is restricted by normal HubSpot [rate limits](https://developers.hubspot.com/docs/developer-tooling/platform/usage-guidelines). The burst limit applies per app, and the daily limit is shared across all apps within the same HubSpot account.
 
-| Product tier     | Limits                                    |
-| :--------------- | :---------------------------------------- |
-| `Free & Starter` | Burst: 100/10 seconds, Daily: 250,000     |
-| `Professional`   | Burst: 190/10 seconds, Daily: 650,000     |
-| `Enterprise`     | Burst: 190/10 seconds, Daily: 1,000,000   |
-| `API add-on`     | Adds 1,000,000 daily requests to the tier limit |
+| Product tier               | Burst (per 10 seconds) | Daily (per account)           |
+| :------------------------- | :--------------------- | :---------------------------- |
+| Free & Starter             | 100                    | 250,000                       |
+| Professional               | 190                    | 625,000                       |
+| Enterprise                 | 190                    | 1,000,000                     |
+| API Limit Increase add-on  | 250                    | +1,000,000 per add-on (max 2) |
 
 ### Custom properties sync slowly
 
@@ -308,6 +310,12 @@ If you use [custom properties](https://knowledge.hubspot.com/properties/create-a
   }
   ```
 
+- **401 Unauthorized Error (Private App Token)**
+
+  If you authenticate using a Private App access token and receive a 401 Unauthorized error, the connector fails immediately with a configuration error asking you to update your token. Private App tokens are static and cannot be refreshed, so retrying won't help. To resolve this, generate a new access token in your [HubSpot Private App settings](https://developers.hubspot.com/docs/api/private-apps) and update the connector configuration.
+
+  If you authenticate using OAuth, the connector automatically refreshes expired tokens and retries the request. No action is needed unless the error persists, in which case you should re-authenticate the connector.
+
 - **403 Forbidden Error**
 
   - Hubspot has **scopes** for each API call.
@@ -336,6 +344,10 @@ If you use [custom properties](https://knowledge.hubspot.com/properties/create-a
 
 | Version     | Date       | Pull Request                                             | Subject                                                                                                                                                                                                                      |
 |:------------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 6.4.0 | 2026-04-01 | [70920](https://github.com/airbytehq/airbyte/pull/70920) | Add new stream Users |
+| 6.3.5 | 2026-03-31 | [75665](https://github.com/airbytehq/airbyte/pull/75665) | Update dependencies |
+| 6.3.4 | 2026-03-30 | [75595](https://github.com/airbytehq/airbyte/pull/75595) | Fixed HTTP 429 responses mapped to RETRY instead of RATE_LIMITED, enabling correct rate-limit handling |
+| 6.3.3 | 2026-03-26 | [75452](https://github.com/airbytehq/airbyte/pull/75452) | Fixed HTTP 401 errors retrying indefinitely for Private App Token authentication |
 | 6.3.2 | 2026-03-17 | [74526](https://github.com/airbytehq/airbyte/pull/74526) | Update dependencies |
 | 6.3.1 | 2026-03-09 | [74410](https://github.com/airbytehq/airbyte/pull/74410) | Promoting release candidate 6.3.1-rc.1 to a main version. |
 | 6.3.1-rc.1 | 2026-03-03 | [74032](https://github.com/airbytehq/airbyte/pull/74032) | fix(source-hubspot): use v3 properties API for CRM search streams |
diff --git a/docs/integrations/sources/hugging-face-datasets.md b/docs/integrations/sources/hugging-face-datasets.md
index 0682e142d301..faf5d9f0840b 100644
--- a/docs/integrations/sources/hugging-face-datasets.md
+++ b/docs/integrations/sources/hugging-face-datasets.md
@@ -23,6 +23,7 @@ Only datasets with [Parquet exports](https://huggingface.co/docs/dataset-viewer/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75656](https://github.com/airbytehq/airbyte/pull/75656) | Update dependencies |
 | 0.0.46 | 2026-03-17 | [74523](https://github.com/airbytehq/airbyte/pull/74523) | Update dependencies |
 | 0.0.45 | 2026-03-03 | [73521](https://github.com/airbytehq/airbyte/pull/73521) | Update dependencies |
 | 0.0.44 | 2026-02-10 | [73049](https://github.com/airbytehq/airbyte/pull/73049) | Update dependencies |
diff --git a/docs/integrations/sources/humanitix.md b/docs/integrations/sources/humanitix.md
index c26fa2709254..872f7359f7c9 100644
--- a/docs/integrations/sources/humanitix.md
+++ b/docs/integrations/sources/humanitix.md
@@ -24,6 +24,7 @@ Docs : https://humanitix.stoplight.io/docs/humanitix-public-api/e508a657c1467-hu
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.46 | 2026-03-31 | [75653](https://github.com/airbytehq/airbyte/pull/75653) | Update dependencies |
 | 0.0.45 | 2026-03-17 | [74522](https://github.com/airbytehq/airbyte/pull/74522) | Update dependencies |
 | 0.0.44 | 2026-02-24 | [73090](https://github.com/airbytehq/airbyte/pull/73090) | Update dependencies |
 | 0.0.43 | 2026-02-03 | [72752](https://github.com/airbytehq/airbyte/pull/72752) | Update dependencies |
diff --git a/docs/integrations/sources/illumina-basespace.md b/docs/integrations/sources/illumina-basespace.md
index 50f40e19f00d..16f2b4bc5e27 100644
--- a/docs/integrations/sources/illumina-basespace.md
+++ b/docs/integrations/sources/illumina-basespace.md
@@ -28,6 +28,7 @@ Connector for the Basespace v1 API. This can be used to extract data on projects
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.51 | 2026-03-31 | [75655](https://github.com/airbytehq/airbyte/pull/75655) | Update dependencies |
 | 0.0.50 | 2026-03-17 | [75083](https://github.com/airbytehq/airbyte/pull/75083) | Update dependencies |
 | 0.0.49 | 2026-02-24 | [73895](https://github.com/airbytehq/airbyte/pull/73895) | Update dependencies |
 | 0.0.48 | 2026-02-17 | [73489](https://github.com/airbytehq/airbyte/pull/73489) | Update dependencies |
diff --git a/docs/integrations/sources/imagga.md b/docs/integrations/sources/imagga.md
index 74653373125d..bb813cf93dcb 100644
--- a/docs/integrations/sources/imagga.md
+++ b/docs/integrations/sources/imagga.md
@@ -28,6 +28,7 @@ API Reference: https://docs.imagga.com/#introduction
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.32 | 2026-03-31 | [75677](https://github.com/airbytehq/airbyte/pull/75677) | Update dependencies |
 | 0.0.31 | 2026-03-24 | [75339](https://github.com/airbytehq/airbyte/pull/75339) | Update dependencies |
 | 0.0.30 | 2026-03-10 | [74497](https://github.com/airbytehq/airbyte/pull/74497) | Update dependencies |
 | 0.0.29 | 2026-03-03 | [73084](https://github.com/airbytehq/airbyte/pull/73084) | Update dependencies |
diff --git a/docs/integrations/sources/insightful.md b/docs/integrations/sources/insightful.md
index 74923e1b7cff..c5546d0b9d36 100644
--- a/docs/integrations/sources/insightful.md
+++ b/docs/integrations/sources/insightful.md
@@ -28,6 +28,7 @@ API Reference: https://developers.insightful.io/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.34 | 2026-03-31 | [75676](https://github.com/airbytehq/airbyte/pull/75676) | Update dependencies |
 | 0.0.33 | 2026-03-24 | [75337](https://github.com/airbytehq/airbyte/pull/75337) | Update dependencies |
 | 0.0.32 | 2026-03-10 | [74517](https://github.com/airbytehq/airbyte/pull/74517) | Update dependencies |
 | 0.0.31 | 2026-03-03 | [74184](https://github.com/airbytehq/airbyte/pull/74184) | Update dependencies |
diff --git a/docs/integrations/sources/instagram.md b/docs/integrations/sources/instagram.md
index 691459f81566..f3afaca35c85 100644
--- a/docs/integrations/sources/instagram.md
+++ b/docs/integrations/sources/instagram.md
@@ -135,6 +135,8 @@ For accounts in UTC+ timezones, the Instagram API returns `end_time` values at t
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 4.2.25 | 2026-04-02 | [74721](https://github.com/airbytehq/airbyte/pull/74721) | Handle errors when fetching carousel children media to prevent sync failures |
+| 4.2.24 | 2026-04-02 | [76027](https://github.com/airbytehq/airbyte/pull/76027) | Improved error handling for Instagram rate limit responses with descriptive error messages |
 | 4.2.23 | 2026-03-24 | [75344](https://github.com/airbytehq/airbyte/pull/75344) | Update dependencies |
 | 4.2.22 | 2026-03-19 | [75206](https://github.com/airbytehq/airbyte/pull/75206) | Handle Instagram API 'since param is not valid' error gracefully for user_insights stream |
 | 4.2.21 | 2026-03-12 | [74800](https://github.com/airbytehq/airbyte/pull/74800) | Add lookback window and filter future-dated records in user_insights to prevent cursor from advancing past current UTC |
@@ -159,81 +161,81 @@ For accounts in UTC+ timezones, the Instagram API returns `end_time` values at t
 | 4.2.2 | 2025-08-02 | [64281](https://github.com/airbytehq/airbyte/pull/64281) | Update dependencies |
 | 4.2.1 | 2025-07-19 | [60614](https://github.com/airbytehq/airbyte/pull/60614) | Update dependencies |
 | 4.2.0 | 2025-07-17 | [63358](https://github.com/airbytehq/airbyte/pull/63358) | Promoting release candidate 4.2.0-rc.1 to a main version. |
-| 4.2.0-rc.1 | 2025-07-16 | [62954](https://github.com/airbytehq/airbyte/pull/62954)     | Migrate to manifest-only format.                                                                                                                                       |
-| 4.1.0      | 2025-07-14 | [63289](https://github.com/airbytehq/airbyte/pull/63289) | Promoting release candidate 4.1.0-rc.3 to a main version. |
-| 4.1.0-rc.3 | 2025-07-10 | [62902](https://github.com/airbytehq/airbyte/pull/62902)     | Revert add `views` metric to `StoryInsights` and `MediaInsights` streams.                                                                                              |
-| 4.1.0-rc.2 | 2025-07-09 | [62844](https://github.com/airbytehq/airbyte/pull/62844) | Migrate `UserInsights` stream to low-code                                                                                                                              |
-| 4.1.0-rc.1 | 2025-05-27 | [60848](https://github.com/airbytehq/airbyte/pull/60848) | Add `views` metric to `StoryInsights` and `MediaInsights` streams.                                                                                                     |
-| 4.0.5      | 2025-05-10 | [59798](https://github.com/airbytehq/airbyte/pull/59798) | Update dependencies                                                                                                                                                    |
-| 4.0.4      | 2025-05-03 | [59243](https://github.com/airbytehq/airbyte/pull/59243) | Update dependencies                                                                                                                                                    |
-| 4.0.3      | 2025-04-26 | [58773](https://github.com/airbytehq/airbyte/pull/58773) | Update dependencies                                                                                                                                                    |
-| 4.0.2      | 2025-04-19 | [58167](https://github.com/airbytehq/airbyte/pull/58167) | Update dependencies                                                                                                                                                    |
-| 4.0.1      | 2025-04-12 | [57704](https://github.com/airbytehq/airbyte/pull/57704) | Update dependencies                                                                                                                                                    |
-| 4.0.0      | 2025-04-07 | [55860](https://github.com/airbytehq/airbyte/pull/55860) | Remove deprecated metrics from `StoryInsights`, `UserInsights` and `MediaInsights` streams.                                                                            |
-| 3.2.5      | 2025-04-05 | [57069](https://github.com/airbytehq/airbyte/pull/57069) | Update dependencies                                                                                                                                                    |
-| 3.2.4      | 2025-03-29 | [56666](https://github.com/airbytehq/airbyte/pull/56666) | Update dependencies                                                                                                                                                    |
-| 3.2.3      | 2025-03-22 | [56020](https://github.com/airbytehq/airbyte/pull/56020) | Update dependencies                                                                                                                                                    |
-| 3.2.2      | 2025-03-10 | [55685](https://github.com/airbytehq/airbyte/pull/55685) | Disable cache for InstagramMediaChildrenTransformation                                                                                                                 |
-| 3.2.1      | 2025-03-08 | [55463](https://github.com/airbytehq/airbyte/pull/55463) | Update dependencies                                                                                                                                                    |
-| 3.2.0      | 2025-02-28 | [54364](https://github.com/airbytehq/airbyte/pull/54364) | Update to CDK v6                                                                                                                                                       |
-| 3.1.9      | 2025-03-01 | [54789](https://github.com/airbytehq/airbyte/pull/54789) | Update dependencies                                                                                                                                                    |
-| 3.1.8      | 2025-02-22 | [54364](https://github.com/airbytehq/airbyte/pull/54364) | Update dependencies                                                                                                                                                    |
-| 3.1.7      | 2025-02-15 | [53846](https://github.com/airbytehq/airbyte/pull/53846) | Update dependencies                                                                                                                                                    |
-| 3.1.6      | 2025-02-08 | [53291](https://github.com/airbytehq/airbyte/pull/53291) | Update dependencies                                                                                                                                                    |
-| 3.1.5      | 2025-02-06 | [53171](https://github.com/airbytehq/airbyte/pull/53171) | Fix missing OAuth fields                                                                                                                                               |
-| 3.1.4      | 2025-02-01 | [52260](https://github.com/airbytehq/airbyte/pull/52260) | Update dependencies                                                                                                                                                    |
-| 3.1.3      | 2025-01-20 | [52035](https://github.com/airbytehq/airbyte/pull/52035) | Upgrade to API v21.0                                                                                                                                                   |
-| 3.1.2      | 2025-01-11 | [44223](https://github.com/airbytehq/airbyte/pull/44223) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
-| 3.1.1      | 2025-01-09 | [51018](https://github.com/airbytehq/airbyte/pull/51018) | Remove deprecated metrics from `StoryInsights` and `MediaInsights` streams.                                                                                            |
-| 3.1.0      | 2024-07-13 | [41937](https://github.com/airbytehq/airbyte/pull/41937) | New metrics added for `StoryInsights` and `MediaInsights` streams.                                                                                                     |
-| 3.0.22     | 2024-07-27 | [42721](https://github.com/airbytehq/airbyte/pull/42721) | Update dependencies                                                                                                                                                    |
-| 3.0.21     | 2024-07-20 | [42346](https://github.com/airbytehq/airbyte/pull/42346) | Update dependencies                                                                                                                                                    |
-| 3.0.20     | 2024-07-13 | [41784](https://github.com/airbytehq/airbyte/pull/41784) | Update dependencies                                                                                                                                                    |
-| 3.0.19     | 2024-07-10 | [41586](https://github.com/airbytehq/airbyte/pull/41586) | Update dependencies                                                                                                                                                    |
-| 3.0.18     | 2024-07-09 | [41109](https://github.com/airbytehq/airbyte/pull/41109) | Update dependencies                                                                                                                                                    |
-| 3.0.17     | 2024-07-08 | [41046](https://github.com/airbytehq/airbyte/pull/41046) | Use latest `CDK` version possible                                                                                                                                      |
-| 3.0.16     | 2024-07-06 | [40903](https://github.com/airbytehq/airbyte/pull/40903) | Update dependencies                                                                                                                                                    |
-| 3.0.15     | 2024-07-02 | [40569](https://github.com/airbytehq/airbyte/pull/40569) | Migrate MediaInsights and StoryInsights to low-code                                                                                                                    |
-| 3.0.14     | 2024-06-26 | [40524](https://github.com/airbytehq/airbyte/pull/40524) | Fix Api stream when the results contain not business accounts                                                                                                          |
-| 3.0.13     | 2024-06-25 | [40456](https://github.com/airbytehq/airbyte/pull/40456) | Update dependencies                                                                                                                                                    |
-| 3.0.12     | 2024-06-24 | [39504](https://github.com/airbytehq/airbyte/pull/39504) | Migrate Media, Users, UserLifeTimeInsights and Stories to low-code                                                                                                     |
-| 3.0.11     | 2024-06-22 | [40127](https://github.com/airbytehq/airbyte/pull/40127) | Update dependencies                                                                                                                                                    |
-| 3.0.10     | 2024-06-06 | [39303](https://github.com/airbytehq/airbyte/pull/39303) | [autopull] Upgrade base image to v1.2.2                                                                                                                                |
-| 3.0.9      | 2024-05-21 | [38554](https://github.com/airbytehq/airbyte/pull/38554) | Upgrade to API v19.0                                                                                                                                                   |
-| 3.0.8      | 2024-05-20 | [38268](https://github.com/airbytehq/airbyte/pull/38268) | Replace AirbyteLogger with logging.Logger                                                                                                                              |
-| 3.0.7      | 2024-04-19 | [36643](https://github.com/airbytehq/airbyte/pull/36643) | Updating to 0.80.0 CDK                                                                                                                                                 |
-| 3.0.6      | 2024-04-12 | [36643](https://github.com/airbytehq/airbyte/pull/36643) | Schema descriptions                                                                                                                                                    |
-| 3.0.5      | 2024-03-20 | [36314](https://github.com/airbytehq/airbyte/pull/36314) | Unpin CDK version                                                                                                                                                      |
-| 3.0.4      | 2024-03-07 | [35875](https://github.com/airbytehq/airbyte/pull/35875) | Remove `total_interactions` from the `MediaInsights` queries.                                                                                                          |
-| 3.0.3      | 2024-02-12 | [35177](https://github.com/airbytehq/airbyte/pull/35177) | Manage dependencies with Poetry                                                                                                                                        |
-| 3.0.2      | 2024-01-15 | [34254](https://github.com/airbytehq/airbyte/pull/34254) | Prepare for airbyte-lib                                                                                                                                                |
-| 3.0.1      | 2024-01-08 | [33989](https://github.com/airbytehq/airbyte/pull/33989) | Remove metrics from video feed                                                                                                                                         |
-| 3.0.0      | 2024-01-05 | [33930](https://github.com/airbytehq/airbyte/pull/33930) | Upgrade to API v18.0                                                                                                                                                   |
-| 2.0.1      | 2024-01-03 | [33889](https://github.com/airbytehq/airbyte/pull/33889) | Change requested metrics for stream `media_insights`                                                                                                                   |
-| 2.0.0      | 2023-11-17 | [32500](https://github.com/airbytehq/airbyte/pull/32500) | Add primary keys for UserLifetimeInsights and UserInsights; add airbyte_type to timestamp fields                                                                       |
-| 1.0.16     | 2023-11-17 | [32627](https://github.com/airbytehq/airbyte/pull/32627) | Fix start_date type; fix docs                                                                                                                                          |
-| 1.0.15     | 2023-11-14 | [32494](https://github.com/airbytehq/airbyte/pull/32494) | Marked start_date as optional; set max retry time to 10 minutes; add suggested streams                                                                                 |
-| 1.0.14     | 2023-11-13 | [32423](https://github.com/airbytehq/airbyte/pull/32423) | Capture media_product_type column in media and stories stream                                                                                                          |
-| 1.0.13     | 2023-11-10 | [32245](https://github.com/airbytehq/airbyte/pull/32245) | Add skipping reading MediaInsights stream if an error code 10 is received                                                                                              |
-| 1.0.12     | 2023-11-07 | [32200](https://github.com/airbytehq/airbyte/pull/32200) | The backoff strategy has been updated to make some errors retriable                                                                                                    |
-| 1.0.11     | 2023-08-03 | [29031](https://github.com/airbytehq/airbyte/pull/29031) | Reverted `advancedAuth` spec changes                                                                                                                                   |
-| 1.0.10     | 2023-08-01 | [28910](https://github.com/airbytehq/airbyte/pull/28910) | Updated `advancedAuth` broken references                                                                                                                               |
-| 1.0.9      | 2023-07-01 | [27908](https://github.com/airbytehq/airbyte/pull/27908) | Fix bug when `user_lifetime_insights` stream returns `Key Error (end_time)`, refactored `state` to use `IncrementalMixin`                                              |
-| 1.0.8      | 2023-05-26 | [26767](https://github.com/airbytehq/airbyte/pull/26767) | Handle permission error for `insights`                                                                                                                                 |
-| 1.0.7      | 2023-05-26 | [26656](https://github.com/airbytehq/airbyte/pull/26656) | Remove `authSpecification` from connector specification in favour of `advancedAuth`                                                                                    |
-| 1.0.6      | 2023-03-28 | [26599](https://github.com/airbytehq/airbyte/pull/26599) | Handle error for Media posted before business account conversion                                                                                                       |
-| 1.0.5      | 2023-03-28 | [24634](https://github.com/airbytehq/airbyte/pull/24634) | Add user-friendly message for no instagram_business_accounts case                                                                                                      |
-| 1.0.4      | 2023-03-15 | [23671](https://github.com/airbytehq/airbyte/pull/23671) | Add info about main permissions in spec and doc links in error message to navigate user                                                                                |
-| 1.0.3      | 2023-03-14 | [24043](https://github.com/airbytehq/airbyte/pull/24043) | Do not emit incomplete records for `user_insights` stream                                                                                                              |
-| 1.0.2      | 2023-03-14 | [24042](https://github.com/airbytehq/airbyte/pull/24042) | Test publish flow                                                                                                                                                      |
-| 1.0.1      | 2023-01-19 | [21602](https://github.com/airbytehq/airbyte/pull/21602) | Handle abnormally large state values                                                                                                                                   |
-| 1.0.0      | 2022-09-23 | [17110](https://github.com/airbytehq/airbyte/pull/17110) | Remove custom read function and migrate to per-stream state                                                                                                            |
-| 0.1.11     | 2022-09-08 | [16428](https://github.com/airbytehq/airbyte/pull/16428) | Fix requests metrics for Reels media product type                                                                                                                      |
-| 0.1.10     | 2022-09-05 | [16340](https://github.com/airbytehq/airbyte/pull/16340) | Update to latest version of the CDK (v0.1.81)                                                                                                                          |
-| 0.1.9      | 2021-09-30 | [6438](https://github.com/airbytehq/airbyte/pull/6438)   | Annotate Oauth2 flow initialization parameters in connector specification                                                                                              |
-| 0.1.8      | 2021-08-11 | [5354](https://github.com/airbytehq/airbyte/pull/5354)   | Added check for empty state and fixed tests                                                                                                                            |
-| 0.1.7      | 2021-07-19 | [4805](https://github.com/airbytehq/airbyte/pull/4805)   | Add support for previous `STATE` format                                                                                                                                |
-| 0.1.6      | 2021-07-07 | [4210](https://github.com/airbytehq/airbyte/pull/4210)   | Refactor connector to use CDK: - improve error handling - fix sync fail with HTTP status 400 - integrate SAT                                                           |
+| 4.2.0-rc.1 | 2025-07-16 | [62954](https://github.com/airbytehq/airbyte/pull/62954) | Migrate to manifest-only format. |
+| 4.1.0 | 2025-07-14 | [63289](https://github.com/airbytehq/airbyte/pull/63289) | Promoting release candidate 4.1.0-rc.3 to a main version. |
+| 4.1.0-rc.3 | 2025-07-10 | [62902](https://github.com/airbytehq/airbyte/pull/62902) | Revert add `views` metric to `StoryInsights` and `MediaInsights` streams. |
+| 4.1.0-rc.2 | 2025-07-09 | [62844](https://github.com/airbytehq/airbyte/pull/62844) | Migrate `UserInsights` stream to low-code |
+| 4.1.0-rc.1 | 2025-05-27 | [60848](https://github.com/airbytehq/airbyte/pull/60848) | Add `views` metric to `StoryInsights` and `MediaInsights` streams. |
+| 4.0.5 | 2025-05-10 | [59798](https://github.com/airbytehq/airbyte/pull/59798) | Update dependencies |
+| 4.0.4 | 2025-05-03 | [59243](https://github.com/airbytehq/airbyte/pull/59243) | Update dependencies |
+| 4.0.3 | 2025-04-26 | [58773](https://github.com/airbytehq/airbyte/pull/58773) | Update dependencies |
+| 4.0.2 | 2025-04-19 | [58167](https://github.com/airbytehq/airbyte/pull/58167) | Update dependencies |
+| 4.0.1 | 2025-04-12 | [57704](https://github.com/airbytehq/airbyte/pull/57704) | Update dependencies |
+| 4.0.0 | 2025-04-07 | [55860](https://github.com/airbytehq/airbyte/pull/55860) | Remove deprecated metrics from `StoryInsights`, `UserInsights` and `MediaInsights` streams. |
+| 3.2.5 | 2025-04-05 | [57069](https://github.com/airbytehq/airbyte/pull/57069) | Update dependencies |
+| 3.2.4 | 2025-03-29 | [56666](https://github.com/airbytehq/airbyte/pull/56666) | Update dependencies |
+| 3.2.3 | 2025-03-22 | [56020](https://github.com/airbytehq/airbyte/pull/56020) | Update dependencies |
+| 3.2.2 | 2025-03-10 | [55685](https://github.com/airbytehq/airbyte/pull/55685) | Disable cache for InstagramMediaChildrenTransformation |
+| 3.2.1 | 2025-03-08 | [55463](https://github.com/airbytehq/airbyte/pull/55463) | Update dependencies |
+| 3.2.0 | 2025-02-28 | [54364](https://github.com/airbytehq/airbyte/pull/54364) | Update to CDK v6 |
+| 3.1.9 | 2025-03-01 | [54789](https://github.com/airbytehq/airbyte/pull/54789) | Update dependencies |
+| 3.1.8 | 2025-02-22 | [54364](https://github.com/airbytehq/airbyte/pull/54364) | Update dependencies |
+| 3.1.7 | 2025-02-15 | [53846](https://github.com/airbytehq/airbyte/pull/53846) | Update dependencies |
+| 3.1.6 | 2025-02-08 | [53291](https://github.com/airbytehq/airbyte/pull/53291) | Update dependencies |
+| 3.1.5 | 2025-02-06 | [53171](https://github.com/airbytehq/airbyte/pull/53171) | Fix missing OAuth fields |
+| 3.1.4 | 2025-02-01 | [52260](https://github.com/airbytehq/airbyte/pull/52260) | Update dependencies |
+| 3.1.3 | 2025-01-20 | [52035](https://github.com/airbytehq/airbyte/pull/52035) | Upgrade to API v21.0 |
+| 3.1.2 | 2025-01-11 | [44223](https://github.com/airbytehq/airbyte/pull/44223) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
+| 3.1.1 | 2025-01-09 | [51018](https://github.com/airbytehq/airbyte/pull/51018) | Remove deprecated metrics from `StoryInsights` and `MediaInsights` streams. |
+| 3.1.0 | 2024-07-13 | [41937](https://github.com/airbytehq/airbyte/pull/41937) | New metrics added for `StoryInsights` and `MediaInsights` streams. |
+| 3.0.22 | 2024-07-27 | [42721](https://github.com/airbytehq/airbyte/pull/42721) | Update dependencies |
+| 3.0.21 | 2024-07-20 | [42346](https://github.com/airbytehq/airbyte/pull/42346) | Update dependencies |
+| 3.0.20 | 2024-07-13 | [41784](https://github.com/airbytehq/airbyte/pull/41784) | Update dependencies |
+| 3.0.19 | 2024-07-10 | [41586](https://github.com/airbytehq/airbyte/pull/41586) | Update dependencies |
+| 3.0.18 | 2024-07-09 | [41109](https://github.com/airbytehq/airbyte/pull/41109) | Update dependencies |
+| 3.0.17 | 2024-07-08 | [41046](https://github.com/airbytehq/airbyte/pull/41046) | Use latest `CDK` version possible |
+| 3.0.16 | 2024-07-06 | [40903](https://github.com/airbytehq/airbyte/pull/40903) | Update dependencies |
+| 3.0.15 | 2024-07-02 | [40569](https://github.com/airbytehq/airbyte/pull/40569) | Migrate MediaInsights and StoryInsights to low-code |
+| 3.0.14 | 2024-06-26 | [40524](https://github.com/airbytehq/airbyte/pull/40524) | Fix Api stream when the results contain not business accounts |
+| 3.0.13 | 2024-06-25 | [40456](https://github.com/airbytehq/airbyte/pull/40456) | Update dependencies |
+| 3.0.12 | 2024-06-24 | [39504](https://github.com/airbytehq/airbyte/pull/39504) | Migrate Media, Users, UserLifeTimeInsights and Stories to low-code |
+| 3.0.11 | 2024-06-22 | [40127](https://github.com/airbytehq/airbyte/pull/40127) | Update dependencies |
+| 3.0.10 | 2024-06-06 | [39303](https://github.com/airbytehq/airbyte/pull/39303) | [autopull] Upgrade base image to v1.2.2 |
+| 3.0.9 | 2024-05-21 | [38554](https://github.com/airbytehq/airbyte/pull/38554) | Upgrade to API v19.0 |
+| 3.0.8 | 2024-05-20 | [38268](https://github.com/airbytehq/airbyte/pull/38268) | Replace AirbyteLogger with logging.Logger |
+| 3.0.7 | 2024-04-19 | [36643](https://github.com/airbytehq/airbyte/pull/36643) | Updating to 0.80.0 CDK |
+| 3.0.6 | 2024-04-12 | [36643](https://github.com/airbytehq/airbyte/pull/36643) | Schema descriptions |
+| 3.0.5 | 2024-03-20 | [36314](https://github.com/airbytehq/airbyte/pull/36314) | Unpin CDK version |
+| 3.0.4 | 2024-03-07 | [35875](https://github.com/airbytehq/airbyte/pull/35875) | Remove `total_interactions` from the `MediaInsights` queries. |
+| 3.0.3 | 2024-02-12 | [35177](https://github.com/airbytehq/airbyte/pull/35177) | Manage dependencies with Poetry |
+| 3.0.2 | 2024-01-15 | [34254](https://github.com/airbytehq/airbyte/pull/34254) | Prepare for airbyte-lib |
+| 3.0.1 | 2024-01-08 | [33989](https://github.com/airbytehq/airbyte/pull/33989) | Remove metrics from video feed |
+| 3.0.0 | 2024-01-05 | [33930](https://github.com/airbytehq/airbyte/pull/33930) | Upgrade to API v18.0 |
+| 2.0.1 | 2024-01-03 | [33889](https://github.com/airbytehq/airbyte/pull/33889) | Change requested metrics for stream `media_insights` |
+| 2.0.0 | 2023-11-17 | [32500](https://github.com/airbytehq/airbyte/pull/32500) | Add primary keys for UserLifetimeInsights and UserInsights; add airbyte_type to timestamp fields |
+| 1.0.16 | 2023-11-17 | [32627](https://github.com/airbytehq/airbyte/pull/32627) | Fix start_date type; fix docs |
+| 1.0.15 | 2023-11-14 | [32494](https://github.com/airbytehq/airbyte/pull/32494) | Marked start_date as optional; set max retry time to 10 minutes; add suggested streams |
+| 1.0.14 | 2023-11-13 | [32423](https://github.com/airbytehq/airbyte/pull/32423) | Capture media_product_type column in media and stories stream |
+| 1.0.13 | 2023-11-10 | [32245](https://github.com/airbytehq/airbyte/pull/32245) | Add skipping reading MediaInsights stream if an error code 10 is received |
+| 1.0.12 | 2023-11-07 | [32200](https://github.com/airbytehq/airbyte/pull/32200) | The backoff strategy has been updated to make some errors retriable |
+| 1.0.11 | 2023-08-03 | [29031](https://github.com/airbytehq/airbyte/pull/29031) | Reverted `advancedAuth` spec changes |
+| 1.0.10 | 2023-08-01 | [28910](https://github.com/airbytehq/airbyte/pull/28910) | Updated `advancedAuth` broken references |
+| 1.0.9 | 2023-07-01 | [27908](https://github.com/airbytehq/airbyte/pull/27908) | Fix bug when `user_lifetime_insights` stream returns `Key Error (end_time)`, refactored `state` to use `IncrementalMixin` |
+| 1.0.8 | 2023-05-26 | [26767](https://github.com/airbytehq/airbyte/pull/26767) | Handle permission error for `insights` |
+| 1.0.7 | 2023-05-26 | [26656](https://github.com/airbytehq/airbyte/pull/26656) | Remove `authSpecification` from connector specification in favour of `advancedAuth` |
+| 1.0.6 | 2023-03-28 | [26599](https://github.com/airbytehq/airbyte/pull/26599) | Handle error for Media posted before business account conversion |
+| 1.0.5 | 2023-03-28 | [24634](https://github.com/airbytehq/airbyte/pull/24634) | Add user-friendly message for no instagram_business_accounts case |
+| 1.0.4 | 2023-03-15 | [23671](https://github.com/airbytehq/airbyte/pull/23671) | Add info about main permissions in spec and doc links in error message to navigate user |
+| 1.0.3 | 2023-03-14 | [24043](https://github.com/airbytehq/airbyte/pull/24043) | Do not emit incomplete records for `user_insights` stream |
+| 1.0.2 | 2023-03-14 | [24042](https://github.com/airbytehq/airbyte/pull/24042) | Test publish flow |
+| 1.0.1 | 2023-01-19 | [21602](https://github.com/airbytehq/airbyte/pull/21602) | Handle abnormally large state values |
+| 1.0.0 | 2022-09-23 | [17110](https://github.com/airbytehq/airbyte/pull/17110) | Remove custom read function and migrate to per-stream state |
+| 0.1.11 | 2022-09-08 | [16428](https://github.com/airbytehq/airbyte/pull/16428) | Fix requests metrics for Reels media product type |
+| 0.1.10 | 2022-09-05 | [16340](https://github.com/airbytehq/airbyte/pull/16340) | Update to latest version of the CDK (v0.1.81) |
+| 0.1.9 | 2021-09-30 | [6438](https://github.com/airbytehq/airbyte/pull/6438) | Annotate Oauth2 flow initialization parameters in connector specification |
+| 0.1.8 | 2021-08-11 | [5354](https://github.com/airbytehq/airbyte/pull/5354) | Added check for empty state and fixed tests |
+| 0.1.7 | 2021-07-19 | [4805](https://github.com/airbytehq/airbyte/pull/4805) | Add support for previous `STATE` format |
+| 0.1.6 | 2021-07-07 | [4210](https://github.com/airbytehq/airbyte/pull/4210) | Refactor connector to use CDK: - improve error handling - fix sync fail with HTTP status 400 - integrate SAT |
 
 </details>
 
diff --git a/docs/integrations/sources/intercom.md b/docs/integrations/sources/intercom.md
index 50555ab16b03..84bed5134fbf 100644
--- a/docs/integrations/sources/intercom.md
+++ b/docs/integrations/sources/intercom.md
@@ -26,12 +26,12 @@ This page contains the setup guide and reference information for the [Intercom](
 
 ### Obtain an Intercom access token (Airbyte Open Source)
 
-To authenticate the connector in **Airbyte Open Source**, you will need to obtain an access token. You can follow the setup steps below to create an Intercom app and generate the token. For more information on Intercom's authentication flow, refer to the [official documentation](https://developers.intercom.com/building-apps/docs/authentication-types).
+To authenticate the connector in **Airbyte Open Source**, you need an access token. Follow the steps below to create an Intercom app and generate the token. For more information on Intercom's authentication flow, refer to the [official documentation](https://developers.intercom.com/docs/build-an-integration/learn-more/authentication).
 
 1. Log in to your Intercom account and navigate to the [Developer Hub](https://developers.intercom.com/).
 2. Click **Your apps** in the top-right corner, then click **New app**.
 3. Choose an **App name**, select your Workspace from the dropdown, and click **Create app**.
-4. To set the appropriate permissions, from the **Authentication** tab, click **Edit** in the top right corner and check the permissions you want to grant to the app. We recommend only granting **read** permissions (not **write**). Click **Save** when you are finished.
+4. To set the appropriate permissions, from the **Authentication** tab, click **Edit** in the top right corner and check the permissions you want to grant to the app. Grant only **read** permissions (not **write**). Click **Save** when you are finished.
 5. Under the **Access token** header, you will be prompted to regenerate your access token. Follow the instructions to do so, and copy the new token.
 
 <!-- /env:oss -->
@@ -41,19 +41,19 @@ To authenticate the connector in **Airbyte Open Source**, you will need to obtai
 #### For Airbyte Cloud:
 
 1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. Click Sources and then click + New source.
-3. On the Set up the source page, select Intercom from the Source type dropdown.
+2. Click **Sources** and then click **+ New source**.
+3. On the Set up the source page, select **Intercom** from the Source type dropdown.
 4. Enter a name for the Intercom connector.
 5. To authenticate:
 
 <!-- env:cloud -->
 
 <!-- env:oss -->
-### For Airbyte Open Source:
+#### For Airbyte Open Source:
 
 1. Navigate to the Airbyte Open Source dashboard.
-2. Click Sources and then click + New source.
-3. On the Set up the source page, select Intercom from the Source type dropdown.
+2. Click **Sources** and then click **+ New source**.
+3. On the Set up the source page, select **Intercom** from the Source type dropdown.
 4. Enter a name for the Intercom connector.
 <!-- /env:oss -->
 
@@ -65,7 +65,8 @@ To authenticate the connector in **Airbyte Open Source**, you will need to obtai
 
 6. For **Start date**, use the provided datepicker or enter a UTC date and time in the format `YYYY-MM-DDTHH:mm:ssZ`. Only data created on or after this date is replicated.
 7. Optionally, configure **Lookback window** to re-sync records updated within the specified number of days before the current cursor position. This helps capture late-arriving updates. The default is `0` (no lookback).
-8. Click **Set up source** and wait for the tests to complete.
+8. Optionally, configure **Activity logs stream slice step size** to control how many days of activity log data the connector fetches per request. The default is `30` days. Lower this value if you experience timeouts on the Activity Logs stream.
+9. Click **Set up source** and wait for the tests to complete.
 
 ## Supported sync modes
 
@@ -74,7 +75,7 @@ The Intercom source connector supports the following [sync modes](https://docs.a
 - Full Refresh
 - Incremental
 
-## Supported Streams
+## Supported streams
 
 The Intercom source connector supports the following streams:
 
@@ -94,7 +95,7 @@ The Intercom source connector supports the following streams:
 
 ## Performance considerations
 
-The connector is restricted by normal Intercom [rate limits](https://developers.intercom.com/docs/references/rest-api/errors/rate-limiting). The default rate limit is 1,000 requests per minute for public apps and 10,000 requests per minute for private apps. The connector monitors the `X-RateLimit-Remaining` header and proactively throttles itself before hitting the API rate limit, trading sync speed for stability. If the API returns a `429 Too Many Requests` response, the connector retries automatically.
+The connector is restricted by normal Intercom [rate limits](https://developers.intercom.com/docs/references/rest-api/errors/rate-limiting). The default rate limit is 1,000 API calls per minute for public apps and 10,000 API calls per minute for private apps, with a workspace-level cap of 25,000 API calls per minute. The connector monitors the `X-RateLimit-Remaining` header and proactively throttles itself before hitting the API rate limit, trading sync speed for stability. If the API returns a `429 Too Many Requests` response, the connector retries automatically.
 
 The connector should not run into rate limit issues under normal usage. [Create an issue](https://github.com/airbytehq/airbyte/issues) if you see rate limit errors that are not automatically retried.
 
@@ -123,6 +124,7 @@ Because these streams must read all records on every sync, syncing Companies and
 
 | Version      | Date       | Pull Request                                             | Subject                                                                                                                              |
 |:-------------|:-----------|:---------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------|
+| 0.13.17 | 2026-03-30 | [75575](https://github.com/airbytehq/airbyte/pull/75575) | Add `oauth_connector_input_specification` for declarative OAuth |
 | 0.13.16 | 2026-03-24 | [75419](https://github.com/airbytehq/airbyte/pull/75419) | Promote 0.13.16-rc.6 to GA — includes CDK 7.13.0 upgrade, block_simultaneous_read for companies, rate limiter fix, step size/end_datetime for incremental streams, and heartbeat timeout bump |
 | 0.13.16-rc.6 | 2026-03-19 | [75216](https://github.com/airbytehq/airbyte/pull/75216) | Bump CDK base image to 7.13.0 (includes block_simultaneous_read support and cursor field fix) |
 | 0.13.16-rc.5 | 2026-03-11 | [71141](https://github.com/airbytehq/airbyte/pull/71141) | Block simultaneous reading from companies endpoint |
diff --git a/docs/integrations/sources/invoiced.md b/docs/integrations/sources/invoiced.md
index 4f54bc2ca445..eabd37cb961d 100644
--- a/docs/integrations/sources/invoiced.md
+++ b/docs/integrations/sources/invoiced.md
@@ -35,6 +35,7 @@ This Airbyte connector for **Invoiced** enables seamless data integration betwee
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.52 | 2026-03-31 | [75658](https://github.com/airbytehq/airbyte/pull/75658) | Update dependencies |
 | 0.0.51 | 2026-03-17 | [75056](https://github.com/airbytehq/airbyte/pull/75056) | Update dependencies |
 | 0.0.50 | 2026-03-10 | [74505](https://github.com/airbytehq/airbyte/pull/74505) | Update dependencies |
 | 0.0.49 | 2026-03-03 | [74174](https://github.com/airbytehq/airbyte/pull/74174) | Update dependencies |
diff --git a/docs/integrations/sources/ip2whois.md b/docs/integrations/sources/ip2whois.md
index 77846578d3aa..b06c7e5a45c7 100644
--- a/docs/integrations/sources/ip2whois.md
+++ b/docs/integrations/sources/ip2whois.md
@@ -32,6 +32,7 @@ Ip2whois APIs allows you to query up to 500 WHOIS domain name per month.
 
 | Version | Date       | Pull Request                                              | Subject                                                                         |
 | :------ | :--------- | :-------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.2.50 | 2026-03-31 | [75679](https://github.com/airbytehq/airbyte/pull/75679) | Update dependencies |
 | 0.2.49 | 2026-03-17 | [75061](https://github.com/airbytehq/airbyte/pull/75061) | Update dependencies |
 | 0.2.48 | 2026-03-10 | [74498](https://github.com/airbytehq/airbyte/pull/74498) | Update dependencies |
 | 0.2.47 | 2026-02-24 | [73894](https://github.com/airbytehq/airbyte/pull/73894) | Update dependencies |
diff --git a/docs/integrations/sources/jamf-pro.md b/docs/integrations/sources/jamf-pro.md
index 9979d216e0ae..9418aa7612ad 100644
--- a/docs/integrations/sources/jamf-pro.md
+++ b/docs/integrations/sources/jamf-pro.md
@@ -21,6 +21,7 @@ Mobile device management
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.32 | 2026-03-31 | [75682](https://github.com/airbytehq/airbyte/pull/75682) | Update dependencies |
 | 0.0.31 | 2026-03-17 | [75078](https://github.com/airbytehq/airbyte/pull/75078) | Update dependencies |
 | 0.0.30 | 2026-03-10 | [74506](https://github.com/airbytehq/airbyte/pull/74506) | Update dependencies |
 | 0.0.29 | 2026-03-03 | [74175](https://github.com/airbytehq/airbyte/pull/74175) | Update dependencies |
diff --git a/docs/integrations/sources/jobnimbus.md b/docs/integrations/sources/jobnimbus.md
index 4364d2bbaa52..85a8b7bc50ec 100644
--- a/docs/integrations/sources/jobnimbus.md
+++ b/docs/integrations/sources/jobnimbus.md
@@ -23,6 +23,7 @@ The JobNimbus Airbyte connector enables seamless integration between JobNimbus,
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75685](https://github.com/airbytehq/airbyte/pull/75685) | Update dependencies |
 | 0.0.47 | 2026-03-24 | [75346](https://github.com/airbytehq/airbyte/pull/75346) | Update dependencies |
 | 0.0.46 | 2026-03-10 | [74494](https://github.com/airbytehq/airbyte/pull/74494) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73896](https://github.com/airbytehq/airbyte/pull/73896) | Update dependencies |
diff --git a/docs/integrations/sources/jotform.md b/docs/integrations/sources/jotform.md
index 6e8d6800adaa..05bcfc79a28b 100644
--- a/docs/integrations/sources/jotform.md
+++ b/docs/integrations/sources/jotform.md
@@ -32,6 +32,7 @@ To get started, you need a valid API key.
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.46 | 2026-03-31 | [75680](https://github.com/airbytehq/airbyte/pull/75680) | Update dependencies |
 | 0.0.45 | 2026-03-24 | [74519](https://github.com/airbytehq/airbyte/pull/74519) | Update dependencies |
 | 0.0.44 | 2026-03-03 | [73929](https://github.com/airbytehq/airbyte/pull/73929) | Update dependencies |
 | 0.0.43 | 2026-02-17 | [73482](https://github.com/airbytehq/airbyte/pull/73482) | Update dependencies |
diff --git a/docs/integrations/sources/judge-me-reviews.md b/docs/integrations/sources/judge-me-reviews.md
index 5b3bf9b0b201..b72add1e8677 100644
--- a/docs/integrations/sources/judge-me-reviews.md
+++ b/docs/integrations/sources/judge-me-reviews.md
@@ -22,6 +22,7 @@ API: https://judge.me/api/docs#tag/Reviews/operation/reviews#index
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.24 | 2026-03-31 | [75650](https://github.com/airbytehq/airbyte/pull/75650) | Update dependencies |
 | 0.0.23 | 2026-03-17 | [75059](https://github.com/airbytehq/airbyte/pull/75059) | Update dependencies |
 | 0.0.22 | 2026-03-10 | [74527](https://github.com/airbytehq/airbyte/pull/74527) | Update dependencies |
 | 0.0.21 | 2026-02-24 | [73922](https://github.com/airbytehq/airbyte/pull/73922) | Update dependencies |
diff --git a/docs/integrations/sources/justcall.md b/docs/integrations/sources/justcall.md
index f8c9643bb993..7d9e9bfdb1a4 100644
--- a/docs/integrations/sources/justcall.md
+++ b/docs/integrations/sources/justcall.md
@@ -25,6 +25,7 @@ JustCall connector enables seamless data integration by syncing call logs, conta
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75726](https://github.com/airbytehq/airbyte/pull/75726) | Update dependencies |
 | 0.0.46 | 2026-03-24 | [75034](https://github.com/airbytehq/airbyte/pull/75034) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73952](https://github.com/airbytehq/airbyte/pull/73952) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73551](https://github.com/airbytehq/airbyte/pull/73551) | Update dependencies |
diff --git a/docs/integrations/sources/keka.md b/docs/integrations/sources/keka.md
index a3a9e9a501c4..322278f7c9c6 100644
--- a/docs/integrations/sources/keka.md
+++ b/docs/integrations/sources/keka.md
@@ -29,6 +29,7 @@ The Keka Connector for Airbyte allows seamless integration with the Keka platfor
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.38 | 2026-03-31 | [75700](https://github.com/airbytehq/airbyte/pull/75700) | Update dependencies |
 | 0.0.37 | 2026-03-24 | [74439](https://github.com/airbytehq/airbyte/pull/74439) | Update dependencies |
 | 0.0.36 | 2026-03-03 | [74235](https://github.com/airbytehq/airbyte/pull/74235) | Update dependencies |
 | 0.0.35 | 2026-02-17 | [73542](https://github.com/airbytehq/airbyte/pull/73542) | Update dependencies |
diff --git a/docs/integrations/sources/kisi.md b/docs/integrations/sources/kisi.md
index 656de9625315..8261af9a0aba 100644
--- a/docs/integrations/sources/kisi.md
+++ b/docs/integrations/sources/kisi.md
@@ -39,6 +39,7 @@ You can learn more about the API key here https://api.kisi.io/docs#/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.55 | 2026-03-31 | [75730](https://github.com/airbytehq/airbyte/pull/75730) | Update dependencies |
 | 0.0.54 | 2026-03-24 | [75029](https://github.com/airbytehq/airbyte/pull/75029) | Update dependencies |
 | 0.0.53 | 2026-03-10 | [74419](https://github.com/airbytehq/airbyte/pull/74419) | Update dependencies |
 | 0.0.52 | 2026-03-03 | [73956](https://github.com/airbytehq/airbyte/pull/73956) | Update dependencies |
diff --git a/docs/integrations/sources/kissmetrics.md b/docs/integrations/sources/kissmetrics.md
index 6e98f5d9f3ed..2b0bcea8f2f6 100644
--- a/docs/integrations/sources/kissmetrics.md
+++ b/docs/integrations/sources/kissmetrics.md
@@ -30,6 +30,7 @@ Refer `https://support.kissmetrics.io/reference/authorization` for more details.
 
 | Version | Date | Pull Request | Subject |
 |---------| ------------ | --- | ---------------- |
+| 0.0.50 | 2026-03-31 | [75031](https://github.com/airbytehq/airbyte/pull/75031) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74442](https://github.com/airbytehq/airbyte/pull/74442) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73984](https://github.com/airbytehq/airbyte/pull/73984) | Update dependencies |
 | 0.0.47 | 2026-02-10 | [72772](https://github.com/airbytehq/airbyte/pull/72772) | Update dependencies |
diff --git a/docs/integrations/sources/launchdarkly.md b/docs/integrations/sources/launchdarkly.md
index b651366b76a4..c7e75f52f014 100644
--- a/docs/integrations/sources/launchdarkly.md
+++ b/docs/integrations/sources/launchdarkly.md
@@ -37,6 +37,7 @@ Launchdarkly APIs are under rate limits for the number of API calls allowed per
 
 | Version | Date       | Pull Request                                              | Subject                                        |
 | :------ | :--------- | :-------------------------------------------------------- | :--------------------------------------------- |
+| 0.2.49 | 2026-03-31 | [75710](https://github.com/airbytehq/airbyte/pull/75710) | Update dependencies |
 | 0.2.48 | 2026-03-17 | [75008](https://github.com/airbytehq/airbyte/pull/75008) | Update dependencies |
 | 0.2.47 | 2026-02-24 | [73941](https://github.com/airbytehq/airbyte/pull/73941) | Update dependencies |
 | 0.2.46 | 2026-02-17 | [73560](https://github.com/airbytehq/airbyte/pull/73560) | Update dependencies |
diff --git a/docs/integrations/sources/less-annoying-crm.md b/docs/integrations/sources/less-annoying-crm.md
index 954240fcc2b7..14144ad9b40d 100644
--- a/docs/integrations/sources/less-annoying-crm.md
+++ b/docs/integrations/sources/less-annoying-crm.md
@@ -27,6 +27,7 @@ Less Annoying CRM connector  enables seamless data integration, allowing users t
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75705](https://github.com/airbytehq/airbyte/pull/75705) | Update dependencies |
 | 0.0.47 | 2026-03-24 | [74426](https://github.com/airbytehq/airbyte/pull/74426) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73981](https://github.com/airbytehq/airbyte/pull/73981) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73555](https://github.com/airbytehq/airbyte/pull/73555) | Update dependencies |
diff --git a/docs/integrations/sources/lever-hiring.md b/docs/integrations/sources/lever-hiring.md
index ba03d399a7d5..76781f75c7b7 100644
--- a/docs/integrations/sources/lever-hiring.md
+++ b/docs/integrations/sources/lever-hiring.md
@@ -46,6 +46,7 @@ The Lever Hiring connector should not run into Lever Hiring API limitations unde
 
 | Version | Date       | Pull Request                                             | Subject                           |
 |:--------|:-----------|:---------------------------------------------------------|:----------------------------------|
+| 0.4.28 | 2026-03-31 | [75032](https://github.com/airbytehq/airbyte/pull/75032) | Update dependencies |
 | 0.4.27 | 2026-02-24 | [73939](https://github.com/airbytehq/airbyte/pull/73939) | Update dependencies |
 | 0.4.26 | 2026-02-17 | [73554](https://github.com/airbytehq/airbyte/pull/73554) | Update dependencies |
 | 0.4.25 | 2026-02-10 | [73047](https://github.com/airbytehq/airbyte/pull/73047) | Update dependencies |
diff --git a/docs/integrations/sources/lightspeed-retail.md b/docs/integrations/sources/lightspeed-retail.md
index 9c0a4dae57d4..cb81d6286e71 100644
--- a/docs/integrations/sources/lightspeed-retail.md
+++ b/docs/integrations/sources/lightspeed-retail.md
@@ -51,6 +51,7 @@ After logging in, you can create your personal token by navigating to Setup -&gt
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75728](https://github.com/airbytehq/airbyte/pull/75728) | Update dependencies |
 | 0.0.50 | 2026-03-24 | [75033](https://github.com/airbytehq/airbyte/pull/75033) | Update dependencies |
 | 0.0.49 | 2026-02-24 | [73954](https://github.com/airbytehq/airbyte/pull/73954) | Update dependencies |
 | 0.0.48 | 2026-02-17 | [73541](https://github.com/airbytehq/airbyte/pull/73541) | Update dependencies |
diff --git a/docs/integrations/sources/linear.md b/docs/integrations/sources/linear.md
index 3ee3682e1b95..e5df923062e4 100644
--- a/docs/integrations/sources/linear.md
+++ b/docs/integrations/sources/linear.md
@@ -80,6 +80,7 @@ The connector retrieves data that the authenticated user has access to. If you c
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.36 | 2026-03-31 | [75720](https://github.com/airbytehq/airbyte/pull/75720) | Update dependencies |
 | 0.0.35 | 2026-03-17 | [75023](https://github.com/airbytehq/airbyte/pull/75023) | Update dependencies |
 | 0.0.34 | 2026-03-03 | [74239](https://github.com/airbytehq/airbyte/pull/74239) | Update dependencies |
 | 0.0.33 | 2026-02-10 | [73035](https://github.com/airbytehq/airbyte/pull/73035) | Update dependencies |
diff --git a/docs/integrations/sources/linkedin-ads.md b/docs/integrations/sources/linkedin-ads.md
index d6ce0dfba25f..34426dee6ce1 100644
--- a/docs/integrations/sources/linkedin-ads.md
+++ b/docs/integrations/sources/linkedin-ads.md
@@ -212,102 +212,103 @@ No workaround has been identified to manage this issue as of 2025, February.
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 5.6.5 | 2026-03-30 | [75597](https://github.com/airbytehq/airbyte/pull/75597) | Map HTTP 429 responses to RATE_LIMITED instead of RETRY for proper indefinite backoff on rate-limited requests |
 | 5.6.4 | 2026-02-10 | [72831](https://github.com/airbytehq/airbyte/pull/72831) | Upgrade LinkedIn API version from 202502 to 202601 |
 | 5.6.3 | 2026-02-10 | [72768](https://github.com/airbytehq/airbyte/pull/72768) | Update dependencies |
 | 5.6.2 | 2026-01-20 | [72028](https://github.com/airbytehq/airbyte/pull/72028) | Update dependencies |
 | 5.6.1 | 2026-01-14 | [68982](https://github.com/airbytehq/airbyte/pull/68982) | Update dependencies |
 | 5.6.0 | 2025-11-04 | [69180](https://github.com/airbytehq/airbyte/pull/69180) | Promoting release candidate 5.6.0-rc.1 to a main version. |
-| 5.6.0-rc.1 | 2025-10-29 | [68614](https://github.com/airbytehq/airbyte/pull/68614)     | Upgrade to latest CDK to only include the selected columns of the schema in API requests for ad analytics streams                                                      |
-| 5.5.5      | 2025-10-28 | [68626](https://github.com/airbytehq/airbyte/pull/68626)     | Increase concurrency and introduce initial attempt at API budget                                                                                                       |
-| 5.5.4      | 2025-10-21 | [64967](https://github.com/airbytehq/airbyte/pull/64967) | Update dependencies                                                                                                                                                    |
-| 5.5.3      | 2025-10-14 | [67564](https://github.com/airbytehq/airbyte/pull/67564) | Upgrade to CDK v7.                                                                                                                                                     |
-| 5.5.2      | 2025-07-16 | [63336](https://github.com/airbytehq/airbyte/pull/63336) | Promoting release candidate 5.5.2-rc.1 to a main version.                                                                                                              |
-| 5.5.2-rc.1 | 2025-06-23 | [60996](https://github.com/airbytehq/airbyte/pull/60996) | Fix to properly manage pagination for `Lead forms` and `Lead form responses` streams                                                                                   |
-| 5.5.1      | 2025-06-18 | [61639](https://github.com/airbytehq/airbyte/pull/61639) | Reduce default concurrency level to 3 and enable configurability via `num_workers` config property                                                                     |
-| 5.5.0      | 2025-04-28 | [59116](https://github.com/airbytehq/airbyte/pull/59116) | Promoting release candidate 5.5.0-rc.1 to a main version.                                                                                                              |
-| 5.5.0-rc.1 | 2025-04-25 | [58628](https://github.com/airbytehq/airbyte/pull/58628) | Convert to manifest-only format                                                                                                                                        |
-| 5.4.1      | 2025-04-23 | [58134](https://github.com/airbytehq/airbyte/pull/58134) | Fix to properly retrieve `approximateMemberReach` for `adAnalytics` streams following `v5.3.3`.                                                                        |
-| 5.4.0      | 2025-04-22 | [58593](https://github.com/airbytehq/airbyte/pull/58593) | Promoting release candidate 5.4.0-rc.1 to a main version.                                                                                                              |
-| 5.4.0-rc.1 | 2025-04-18 | [58114](https://github.com/airbytehq/airbyte/pull/58114) | Removes custom retrievers and cursors from analytics streams so that they can take up concurrency.                                                                     |
-| 5.3.3      | 2025-03-12 | [55724](https://github.com/airbytehq/airbyte/pull/55724) | Update outdated schema `approximateUniqueImpressions` to new `approximateMemberReach` for `adAnalytics` streams.                                                       |
-| 5.3.2      | 2025-03-08 | [55447](https://github.com/airbytehq/airbyte/pull/55447) | Update dependencies                                                                                                                                                    |
-| 5.3.1      | 2025-03-05 | [55211](https://github.com/airbytehq/airbyte/pull/55211) | Update dependencies                                                                                                                                                    |
-| 5.3.0      | 2025-03-02 | [55171](https://github.com/airbytehq/airbyte/pull/55171) | Migrate API to v202502                                                                                                                                                 |
-| 5.2.3      | 2025-03-01 | [54813](https://github.com/airbytehq/airbyte/pull/54813) | Update dependencies                                                                                                                                                    |
-| 5.2.2      | 2025-02-22 | [53308](https://github.com/airbytehq/airbyte/pull/53308) | Update dependencies                                                                                                                                                    |
-| 5.2.1      | 2025-02-10 | [53611](https://github.com/airbytehq/airbyte/pull/53611) | Add schema precisions for `Lead forms` and `Lead form responses` streams                                                                                               |
-| 5.2.0      | 2025-02-04 | [52047](https://github.com/airbytehq/airbyte/pull/52047) | Add `Lead forms` and `Lead form responses` new streams - See Limits & considerations                                                                                   |
-| 5.1.6      | 2025-02-02 | [49458](https://github.com/airbytehq/airbyte/pull/49458) | Update Linkedin Ads API version to 202410 for creatives stream                                                                                                         |
-| 5.1.5      | 2025-02-01 | [52791](https://github.com/airbytehq/airbyte/pull/52791) | Update dependencies                                                                                                                                                    |
-| 5.1.4      | 2025-01-30 | [52604](https://github.com/airbytehq/airbyte/pull/52604) | Fix state error                                                                                                                                                        |
-| 5.1.3      | 2025-01-22 | [52604](https://github.com/airbytehq/airbyte/pull/52604) | Update CDK to production ^6                                                                                                                                            |
-| 5.1.2      | 2025-01-25 | [52253](https://github.com/airbytehq/airbyte/pull/52253) | Update dependencies                                                                                                                                                    |
-| 5.1.1      | 2025-01-15 | [47092](https://github.com/airbytehq/airbyte/pull/47092) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
-| 5.1.0      | 2025-01-14 | [48863](https://github.com/airbytehq/airbyte/pull/48863) | Custom streams moved to manifest implementation & URL Error Handling                                                                                                   |
-| 5.0.0      | 2024-11-26 | [48451](https://github.com/airbytehq/airbyte/pull/48451) | Update primary keys for streams ad_campaign_analytics, Custom Ad Analytics Reports and account_users                                                                   |
-| 4.1.4      | 2024-10-12 | [46862](https://github.com/airbytehq/airbyte/pull/46862) | Update dependencies                                                                                                                                                    |
-| 4.1.3      | 2024-10-05 | [46433](https://github.com/airbytehq/airbyte/pull/46433) | Update dependencies                                                                                                                                                    |
-| 4.1.2      | 2024-09-28 | [46171](https://github.com/airbytehq/airbyte/pull/46171) | Update dependencies                                                                                                                                                    |
-| 4.1.1      | 2024-09-21 | [45774](https://github.com/airbytehq/airbyte/pull/45774) | Update dependencies                                                                                                                                                    |
-| 4.1.0      | 2024-09-20 | [44370](https://github.com/airbytehq/airbyte/pull/44370) | Migrate to low-code                                                                                                                                                    |
-| 4.0.6      | 2024-09-14 | [45532](https://github.com/airbytehq/airbyte/pull/45532) | Update dependencies                                                                                                                                                    |
-| 4.0.5      | 2024-09-07 | [45209](https://github.com/airbytehq/airbyte/pull/45209) | Update dependencies                                                                                                                                                    |
-| 4.0.4      | 2024-08-31 | [44950](https://github.com/airbytehq/airbyte/pull/44950) | Update dependencies                                                                                                                                                    |
-| 4.0.3      | 2024-08-24 | [44682](https://github.com/airbytehq/airbyte/pull/44682) | Update dependencies                                                                                                                                                    |
-| 4.0.2      | 2024-08-17 | [44220](https://github.com/airbytehq/airbyte/pull/44220) | Update dependencies                                                                                                                                                    |
-| 4.0.1      | 2024-08-10 | [43629](https://github.com/airbytehq/airbyte/pull/43629) | Update dependencies                                                                                                                                                    |
-| 4.0.0      | 2024-08-07 | [43359](https://github.com/airbytehq/airbyte/pull/43359) | Revert low code migration                                                                                                                                              |
-| 3.0.1      | 2024-08-03 | [43087](https://github.com/airbytehq/airbyte/pull/43087) | Update dependencies                                                                                                                                                    |
-| 3.0.0      | 2024-06-18 | [38314](https://github.com/airbytehq/airbyte/pull/38314) | Migrate to low-code                                                                                                                                                    |
-| 2.1.12     | 2024-07-27 | [42728](https://github.com/airbytehq/airbyte/pull/42728) | Update dependencies                                                                                                                                                    |
-| 2.1.11     | 2024-07-20 | [42291](https://github.com/airbytehq/airbyte/pull/42291) | Update dependencies                                                                                                                                                    |
-| 2.1.10     | 2024-07-13 | [41710](https://github.com/airbytehq/airbyte/pull/41710) | Update dependencies                                                                                                                                                    |
-| 2.1.9      | 2024-07-10 | [41517](https://github.com/airbytehq/airbyte/pull/41517) | Update dependencies                                                                                                                                                    |
-| 2.1.8      | 2024-07-09 | [41315](https://github.com/airbytehq/airbyte/pull/41315) | Update dependencies                                                                                                                                                    |
-| 2.1.7      | 2024-07-06 | [40868](https://github.com/airbytehq/airbyte/pull/40868) | Update dependencies                                                                                                                                                    |
-| 2.1.6      | 2024-06-25 | [40331](https://github.com/airbytehq/airbyte/pull/40331) | Update dependencies                                                                                                                                                    |
-| 2.1.5      | 2024-06-22 | [39998](https://github.com/airbytehq/airbyte/pull/39998) | Update dependencies                                                                                                                                                    |
-| 2.1.4      | 2024-06-16 | [39442](https://github.com/airbytehq/airbyte/pull/39442) | Fix README commands, change spec from json to yaml, fix schema states to object                                                                                        |
-| 2.1.3      | 2024-06-06 | [39240](https://github.com/airbytehq/airbyte/pull/39240) | [autopull] Upgrade base image to v1.2.2                                                                                                                                |
-| 2.1.2      | 2024-05-07 | [36648](https://github.com/airbytehq/airbyte/pull/36648) | Schema descriptions                                                                                                                                                    |
-| 2.1.1      | 2024-05-07 | [38013](https://github.com/airbytehq/airbyte/pull/38013) | Fix an issue where the `Accounts` stream did not correctly handle provided account IDs                                                                                 |
-| 2.1.0      | 2024-04-30 | [37573](https://github.com/airbytehq/airbyte/pull/37573) | Update API version to `202404`; add cursor-based pagination                                                                                                            |
-| 2.0.0      | 2024-04-24 | [37531](https://github.com/airbytehq/airbyte/pull/37531) | Change primary key for Analytics Streams                                                                                                                               |
-| 1.0.1      | 2024-03-28 | [34152](https://github.com/airbytehq/airbyte/pull/34152) | Proceed pagination if return less than expected                                                                                                                        |
-| 1.0.0      | 2024-04-10 | [36927](https://github.com/airbytehq/airbyte/pull/36927) | Update primary key for Analytics Streams                                                                                                                               |
-| 0.8.0      | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0`                                                                                                                                        |
-| 0.7.0      | 2024-02-20 | [35465](https://github.com/airbytehq/airbyte/pull/35465) | Per-error reporting and continue sync on stream failures                                                                                                               |
-| 0.6.8      | 2024-02-09 | [35086](https://github.com/airbytehq/airbyte/pull/35086) | Manage dependencies with Poetry                                                                                                                                        |
-| 0.6.7      | 2024-01-11 | [34152](https://github.com/airbytehq/airbyte/pull/34152) | Prepare for airbyte-lib                                                                                                                                                |
-| 0.6.6      | 2024-01-15 | [34222](https://github.com/airbytehq/airbyte/pull/34222) | Use stream slices for Analytics streams                                                                                                                                |
-| 0.6.5      | 2023-12-15 | [33530](https://github.com/airbytehq/airbyte/pull/33530) | Fix typo in `Pivot Category` list                                                                                                                                      |
-| 0.6.4      | 2023-10-19 | [31599](https://github.com/airbytehq/airbyte/pull/31599) | Base image migration: remove Dockerfile and use the python-connector-base image                                                                                        |
-| 0.6.3      | 2023-10-13 | [31396](https://github.com/airbytehq/airbyte/pull/31396) | Fix pagination for reporting                                                                                                                                           |
-| 0.6.2      | 2023-08-23 | [31221](https://github.com/airbytehq/airbyte/pull/31221) | Increase max time between messages to 24 hours                                                                                                                         |
-| 0.6.1      | 2023-08-23 | [29600](https://github.com/airbytehq/airbyte/pull/29600) | Update field descriptions                                                                                                                                              |
-| 0.6.0      | 2023-08-22 | [29721](https://github.com/airbytehq/airbyte/pull/29721) | Add `Conversions` stream                                                                                                                                               |
-| 0.5.0      | 2023-08-14 | [29175](https://github.com/airbytehq/airbyte/pull/29175) | Add Custom report Constructor                                                                                                                                          |
-| 0.4.0      | 2023-08-08 | [29175](https://github.com/airbytehq/airbyte/pull/29175) | Add analytics streams                                                                                                                                                  |
-| 0.3.1      | 2023-08-08 | [29189](https://github.com/airbytehq/airbyte/pull/29189) | Fix empty accounts field                                                                                                                                               |
-| 0.3.0      | 2023-08-07 | [29045](https://github.com/airbytehq/airbyte/pull/29045) | Add new fields to schemas; convert datetime fields to `rfc3339`                                                                                                        |
-| 0.2.1      | 2023-05-30 | [26780](https://github.com/airbytehq/airbyte/pull/26780) | Reduce records limit for Creatives Stream                                                                                                                              |
-| 0.2.0      | 2023-05-23 | [26372](https://github.com/airbytehq/airbyte/pull/26372) | Migrate to LinkedIn API version: May 2023                                                                                                                              |
-| 0.1.16     | 2023-05-24 | [26512](https://github.com/airbytehq/airbyte/pull/26512) | Removed authSpecification from spec.json in favour of advancedAuth                                                                                                     |
-| 0.1.15     | 2023-02-13 | [22940](https://github.com/airbytehq/airbyte/pull/22940) | Specified date formatting in specification                                                                                                                             |
-| 0.1.14     | 2023-02-03 | [22361](https://github.com/airbytehq/airbyte/pull/22361) | Turn on default HttpAvailabilityStrategy                                                                                                                               |
-| 0.1.13     | 2023-01-27 | [22013](https://github.com/airbytehq/airbyte/pull/22013) | For adDirectSponsoredContents stream skip accounts which are part of organization                                                                                      |
-| 0.1.12     | 2022-10-18 | [18111](https://github.com/airbytehq/airbyte/pull/18111) | For adDirectSponsoredContents stream skip accounts which are part of organization                                                                                      |
-| 0.1.11     | 2022-10-07 | [17724](https://github.com/airbytehq/airbyte/pull/17724) | Retry 429/5xx errors when refreshing access token                                                                                                                      |
-| 0.1.10     | 2022-09-28 | [17326](https://github.com/airbytehq/airbyte/pull/17326) | Migrate to per-stream states.                                                                                                                                          |
-| 0.1.9      | 2022-07-21 | [14924](https://github.com/airbytehq/airbyte/pull/14924) | Remove `additionalProperties` field from schemas                                                                                                                       |
-| 0.1.8      | 2022-06-07 | [13495](https://github.com/airbytehq/airbyte/pull/13495) | Fixed `base-normalization` issue on `Destination Redshift` caused by wrong casting of `pivot` column                                                                   |
-| 0.1.7      | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy                                                                                                                                        |
-| 0.1.6      | 2022-04-04 | [11690](https://github.com/airbytehq/airbyte/pull/11690) | Small documentation corrections                                                                                                                                        |
-| 0.1.5      | 2021-12-21 | [8984](https://github.com/airbytehq/airbyte/pull/8984)   | Update connector fields title/description                                                                                                                              |
-| 0.1.4      | 2021-12-02 | [8382](https://github.com/airbytehq/airbyte/pull/8382)   | Modify log message in rate-limit cases                                                                                                                                 |
-| 0.1.3      | 2021-11-11 | [7839](https://github.com/airbytehq/airbyte/pull/7839)   | Added OAuth support                                                                                                                                                    |
-| 0.1.2      | 2021-11-08 | [7499](https://github.com/airbytehq/airbyte/pull/7499)   | Remove base-python dependencies                                                                                                                                        |
-| 0.1.1      | 2021-10-02 | [6610](https://github.com/airbytehq/airbyte/pull/6610)   | Fix for `Campaigns/targetingCriteria` transformation, coerced `Creatives/variables/values` to string by default                                                        |
-| 0.1.0      | 2021-09-05 | [5285](https://github.com/airbytehq/airbyte/pull/5285)   | Initial release of Native LinkedIn Ads connector for Airbyte                                                                                                           |
+| 5.6.0-rc.1 | 2025-10-29 | [68614](https://github.com/airbytehq/airbyte/pull/68614) | Upgrade to latest CDK to only include the selected columns of the schema in API requests for ad analytics streams |
+| 5.5.5 | 2025-10-28 | [68626](https://github.com/airbytehq/airbyte/pull/68626) | Increase concurrency and introduce initial attempt at API budget |
+| 5.5.4 | 2025-10-21 | [64967](https://github.com/airbytehq/airbyte/pull/64967) | Update dependencies |
+| 5.5.3 | 2025-10-14 | [67564](https://github.com/airbytehq/airbyte/pull/67564) | Upgrade to CDK v7. |
+| 5.5.2 | 2025-07-16 | [63336](https://github.com/airbytehq/airbyte/pull/63336) | Promoting release candidate 5.5.2-rc.1 to a main version. |
+| 5.5.2-rc.1 | 2025-06-23 | [60996](https://github.com/airbytehq/airbyte/pull/60996) | Fix to properly manage pagination for `Lead forms` and `Lead form responses` streams |
+| 5.5.1 | 2025-06-18 | [61639](https://github.com/airbytehq/airbyte/pull/61639) | Reduce default concurrency level to 3 and enable configurability via `num_workers` config property |
+| 5.5.0 | 2025-04-28 | [59116](https://github.com/airbytehq/airbyte/pull/59116) | Promoting release candidate 5.5.0-rc.1 to a main version. |
+| 5.5.0-rc.1 | 2025-04-25 | [58628](https://github.com/airbytehq/airbyte/pull/58628) | Convert to manifest-only format |
+| 5.4.1 | 2025-04-23 | [58134](https://github.com/airbytehq/airbyte/pull/58134) | Fix to properly retrieve `approximateMemberReach` for `adAnalytics` streams following `v5.3.3`. |
+| 5.4.0 | 2025-04-22 | [58593](https://github.com/airbytehq/airbyte/pull/58593) | Promoting release candidate 5.4.0-rc.1 to a main version. |
+| 5.4.0-rc.1 | 2025-04-18 | [58114](https://github.com/airbytehq/airbyte/pull/58114) | Removes custom retrievers and cursors from analytics streams so that they can take up concurrency. |
+| 5.3.3 | 2025-03-12 | [55724](https://github.com/airbytehq/airbyte/pull/55724) | Update outdated schema `approximateUniqueImpressions` to new `approximateMemberReach` for `adAnalytics` streams. |
+| 5.3.2 | 2025-03-08 | [55447](https://github.com/airbytehq/airbyte/pull/55447) | Update dependencies |
+| 5.3.1 | 2025-03-05 | [55211](https://github.com/airbytehq/airbyte/pull/55211) | Update dependencies |
+| 5.3.0 | 2025-03-02 | [55171](https://github.com/airbytehq/airbyte/pull/55171) | Migrate API to v202502 |
+| 5.2.3 | 2025-03-01 | [54813](https://github.com/airbytehq/airbyte/pull/54813) | Update dependencies |
+| 5.2.2 | 2025-02-22 | [53308](https://github.com/airbytehq/airbyte/pull/53308) | Update dependencies |
+| 5.2.1 | 2025-02-10 | [53611](https://github.com/airbytehq/airbyte/pull/53611) | Add schema precisions for `Lead forms` and `Lead form responses` streams |
+| 5.2.0 | 2025-02-04 | [52047](https://github.com/airbytehq/airbyte/pull/52047) | Add `Lead forms` and `Lead form responses` new streams - See Limits & considerations |
+| 5.1.6 | 2025-02-02 | [49458](https://github.com/airbytehq/airbyte/pull/49458) | Update Linkedin Ads API version to 202410 for creatives stream |
+| 5.1.5 | 2025-02-01 | [52791](https://github.com/airbytehq/airbyte/pull/52791) | Update dependencies |
+| 5.1.4 | 2025-01-30 | [52604](https://github.com/airbytehq/airbyte/pull/52604) | Fix state error |
+| 5.1.3 | 2025-01-22 | [52604](https://github.com/airbytehq/airbyte/pull/52604) | Update CDK to production ^6 |
+| 5.1.2 | 2025-01-25 | [52253](https://github.com/airbytehq/airbyte/pull/52253) | Update dependencies |
+| 5.1.1 | 2025-01-15 | [47092](https://github.com/airbytehq/airbyte/pull/47092) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
+| 5.1.0 | 2025-01-14 | [48863](https://github.com/airbytehq/airbyte/pull/48863) | Custom streams moved to manifest implementation & URL Error Handling |
+| 5.0.0 | 2024-11-26 | [48451](https://github.com/airbytehq/airbyte/pull/48451) | Update primary keys for streams ad_campaign_analytics, Custom Ad Analytics Reports and account_users |
+| 4.1.4 | 2024-10-12 | [46862](https://github.com/airbytehq/airbyte/pull/46862) | Update dependencies |
+| 4.1.3 | 2024-10-05 | [46433](https://github.com/airbytehq/airbyte/pull/46433) | Update dependencies |
+| 4.1.2 | 2024-09-28 | [46171](https://github.com/airbytehq/airbyte/pull/46171) | Update dependencies |
+| 4.1.1 | 2024-09-21 | [45774](https://github.com/airbytehq/airbyte/pull/45774) | Update dependencies |
+| 4.1.0 | 2024-09-20 | [44370](https://github.com/airbytehq/airbyte/pull/44370) | Migrate to low-code |
+| 4.0.6 | 2024-09-14 | [45532](https://github.com/airbytehq/airbyte/pull/45532) | Update dependencies |
+| 4.0.5 | 2024-09-07 | [45209](https://github.com/airbytehq/airbyte/pull/45209) | Update dependencies |
+| 4.0.4 | 2024-08-31 | [44950](https://github.com/airbytehq/airbyte/pull/44950) | Update dependencies |
+| 4.0.3 | 2024-08-24 | [44682](https://github.com/airbytehq/airbyte/pull/44682) | Update dependencies |
+| 4.0.2 | 2024-08-17 | [44220](https://github.com/airbytehq/airbyte/pull/44220) | Update dependencies |
+| 4.0.1 | 2024-08-10 | [43629](https://github.com/airbytehq/airbyte/pull/43629) | Update dependencies |
+| 4.0.0 | 2024-08-07 | [43359](https://github.com/airbytehq/airbyte/pull/43359) | Revert low code migration |
+| 3.0.1 | 2024-08-03 | [43087](https://github.com/airbytehq/airbyte/pull/43087) | Update dependencies |
+| 3.0.0 | 2024-06-18 | [38314](https://github.com/airbytehq/airbyte/pull/38314) | Migrate to low-code |
+| 2.1.12 | 2024-07-27 | [42728](https://github.com/airbytehq/airbyte/pull/42728) | Update dependencies |
+| 2.1.11 | 2024-07-20 | [42291](https://github.com/airbytehq/airbyte/pull/42291) | Update dependencies |
+| 2.1.10 | 2024-07-13 | [41710](https://github.com/airbytehq/airbyte/pull/41710) | Update dependencies |
+| 2.1.9 | 2024-07-10 | [41517](https://github.com/airbytehq/airbyte/pull/41517) | Update dependencies |
+| 2.1.8 | 2024-07-09 | [41315](https://github.com/airbytehq/airbyte/pull/41315) | Update dependencies |
+| 2.1.7 | 2024-07-06 | [40868](https://github.com/airbytehq/airbyte/pull/40868) | Update dependencies |
+| 2.1.6 | 2024-06-25 | [40331](https://github.com/airbytehq/airbyte/pull/40331) | Update dependencies |
+| 2.1.5 | 2024-06-22 | [39998](https://github.com/airbytehq/airbyte/pull/39998) | Update dependencies |
+| 2.1.4 | 2024-06-16 | [39442](https://github.com/airbytehq/airbyte/pull/39442) | Fix README commands, change spec from json to yaml, fix schema states to object |
+| 2.1.3 | 2024-06-06 | [39240](https://github.com/airbytehq/airbyte/pull/39240) | [autopull] Upgrade base image to v1.2.2 |
+| 2.1.2 | 2024-05-07 | [36648](https://github.com/airbytehq/airbyte/pull/36648) | Schema descriptions |
+| 2.1.1 | 2024-05-07 | [38013](https://github.com/airbytehq/airbyte/pull/38013) | Fix an issue where the `Accounts` stream did not correctly handle provided account IDs |
+| 2.1.0 | 2024-04-30 | [37573](https://github.com/airbytehq/airbyte/pull/37573) | Update API version to `202404`; add cursor-based pagination |
+| 2.0.0 | 2024-04-24 | [37531](https://github.com/airbytehq/airbyte/pull/37531) | Change primary key for Analytics Streams |
+| 1.0.1 | 2024-03-28 | [34152](https://github.com/airbytehq/airbyte/pull/34152) | Proceed pagination if return less than expected |
+| 1.0.0 | 2024-04-10 | [36927](https://github.com/airbytehq/airbyte/pull/36927) | Update primary key for Analytics Streams |
+| 0.8.0 | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0` |
+| 0.7.0 | 2024-02-20 | [35465](https://github.com/airbytehq/airbyte/pull/35465) | Per-error reporting and continue sync on stream failures |
+| 0.6.8 | 2024-02-09 | [35086](https://github.com/airbytehq/airbyte/pull/35086) | Manage dependencies with Poetry |
+| 0.6.7 | 2024-01-11 | [34152](https://github.com/airbytehq/airbyte/pull/34152) | Prepare for airbyte-lib |
+| 0.6.6 | 2024-01-15 | [34222](https://github.com/airbytehq/airbyte/pull/34222) | Use stream slices for Analytics streams |
+| 0.6.5 | 2023-12-15 | [33530](https://github.com/airbytehq/airbyte/pull/33530) | Fix typo in `Pivot Category` list |
+| 0.6.4 | 2023-10-19 | [31599](https://github.com/airbytehq/airbyte/pull/31599) | Base image migration: remove Dockerfile and use the python-connector-base image |
+| 0.6.3 | 2023-10-13 | [31396](https://github.com/airbytehq/airbyte/pull/31396) | Fix pagination for reporting |
+| 0.6.2 | 2023-08-23 | [31221](https://github.com/airbytehq/airbyte/pull/31221) | Increase max time between messages to 24 hours |
+| 0.6.1 | 2023-08-23 | [29600](https://github.com/airbytehq/airbyte/pull/29600) | Update field descriptions |
+| 0.6.0 | 2023-08-22 | [29721](https://github.com/airbytehq/airbyte/pull/29721) | Add `Conversions` stream |
+| 0.5.0 | 2023-08-14 | [29175](https://github.com/airbytehq/airbyte/pull/29175) | Add Custom report Constructor |
+| 0.4.0 | 2023-08-08 | [29175](https://github.com/airbytehq/airbyte/pull/29175) | Add analytics streams |
+| 0.3.1 | 2023-08-08 | [29189](https://github.com/airbytehq/airbyte/pull/29189) | Fix empty accounts field |
+| 0.3.0 | 2023-08-07 | [29045](https://github.com/airbytehq/airbyte/pull/29045) | Add new fields to schemas; convert datetime fields to `rfc3339` |
+| 0.2.1 | 2023-05-30 | [26780](https://github.com/airbytehq/airbyte/pull/26780) | Reduce records limit for Creatives Stream |
+| 0.2.0 | 2023-05-23 | [26372](https://github.com/airbytehq/airbyte/pull/26372) | Migrate to LinkedIn API version: May 2023 |
+| 0.1.16 | 2023-05-24 | [26512](https://github.com/airbytehq/airbyte/pull/26512) | Removed authSpecification from spec.json in favour of advancedAuth |
+| 0.1.15 | 2023-02-13 | [22940](https://github.com/airbytehq/airbyte/pull/22940) | Specified date formatting in specification |
+| 0.1.14 | 2023-02-03 | [22361](https://github.com/airbytehq/airbyte/pull/22361) | Turn on default HttpAvailabilityStrategy |
+| 0.1.13 | 2023-01-27 | [22013](https://github.com/airbytehq/airbyte/pull/22013) | For adDirectSponsoredContents stream skip accounts which are part of organization |
+| 0.1.12 | 2022-10-18 | [18111](https://github.com/airbytehq/airbyte/pull/18111) | For adDirectSponsoredContents stream skip accounts which are part of organization |
+| 0.1.11 | 2022-10-07 | [17724](https://github.com/airbytehq/airbyte/pull/17724) | Retry 429/5xx errors when refreshing access token |
+| 0.1.10 | 2022-09-28 | [17326](https://github.com/airbytehq/airbyte/pull/17326) | Migrate to per-stream states. |
+| 0.1.9 | 2022-07-21 | [14924](https://github.com/airbytehq/airbyte/pull/14924) | Remove `additionalProperties` field from schemas |
+| 0.1.8 | 2022-06-07 | [13495](https://github.com/airbytehq/airbyte/pull/13495) | Fixed `base-normalization` issue on `Destination Redshift` caused by wrong casting of `pivot` column |
+| 0.1.7 | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy |
+| 0.1.6 | 2022-04-04 | [11690](https://github.com/airbytehq/airbyte/pull/11690) | Small documentation corrections |
+| 0.1.5 | 2021-12-21 | [8984](https://github.com/airbytehq/airbyte/pull/8984) | Update connector fields title/description |
+| 0.1.4 | 2021-12-02 | [8382](https://github.com/airbytehq/airbyte/pull/8382) | Modify log message in rate-limit cases |
+| 0.1.3 | 2021-11-11 | [7839](https://github.com/airbytehq/airbyte/pull/7839) | Added OAuth support |
+| 0.1.2 | 2021-11-08 | [7499](https://github.com/airbytehq/airbyte/pull/7499) | Remove base-python dependencies |
+| 0.1.1 | 2021-10-02 | [6610](https://github.com/airbytehq/airbyte/pull/6610) | Fix for `Campaigns/targetingCriteria` transformation, coerced `Creatives/variables/values` to string by default |
+| 0.1.0 | 2021-09-05 | [5285](https://github.com/airbytehq/airbyte/pull/5285) | Initial release of Native LinkedIn Ads connector for Airbyte |
 
 </details>
diff --git a/docs/integrations/sources/linkrunner.md b/docs/integrations/sources/linkrunner.md
index 784127e1139f..0d040de27c41 100644
--- a/docs/integrations/sources/linkrunner.md
+++ b/docs/integrations/sources/linkrunner.md
@@ -35,6 +35,7 @@ Linkrunner is a Mobile Measurement Partner (MMP) that helps track user journeys
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.4 | 2026-03-31 | [75709](https://github.com/airbytehq/airbyte/pull/75709) | Update dependencies |
 | 0.0.3 | 2026-03-17 | [74997](https://github.com/airbytehq/airbyte/pull/74997) | Update dependencies |
 | 0.0.2 | 2026-03-10 | [74423](https://github.com/airbytehq/airbyte/pull/74423) | Update dependencies |
 | 0.0.1 | 2026-02-06 | | Initial release by [@ChetanBhosale](https://github.com/ChetanBhosale) via Connector Builder |
diff --git a/docs/integrations/sources/lob.md b/docs/integrations/sources/lob.md
index b058510c55ad..638882e6dab2 100644
--- a/docs/integrations/sources/lob.md
+++ b/docs/integrations/sources/lob.md
@@ -34,6 +34,7 @@ Visit `https://docs.lob.com/` for API documentation
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.51 | 2026-03-31 | [75326](https://github.com/airbytehq/airbyte/pull/75326) | Update dependencies |
 | 0.0.50 | 2026-03-10 | [74431](https://github.com/airbytehq/airbyte/pull/74431) | Update dependencies |
 | 0.0.49 | 2026-03-03 | [72763](https://github.com/airbytehq/airbyte/pull/72763) | Update dependencies |
 | 0.0.48 | 2026-01-20 | [72037](https://github.com/airbytehq/airbyte/pull/72037) | Update dependencies |
diff --git a/docs/integrations/sources/luma.md b/docs/integrations/sources/luma.md
index a75c4179ddf1..0839d643dba0 100644
--- a/docs/integrations/sources/luma.md
+++ b/docs/integrations/sources/luma.md
@@ -20,6 +20,7 @@
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.55 | 2026-03-31 | [75801](https://github.com/airbytehq/airbyte/pull/75801) | Update dependencies |
 | 0.0.54 | 2026-03-24 | [75398](https://github.com/airbytehq/airbyte/pull/75398) | Update dependencies |
 | 0.0.53 | 2026-03-10 | [74561](https://github.com/airbytehq/airbyte/pull/74561) | Update dependencies |
 | 0.0.52 | 2026-02-24 | [73824](https://github.com/airbytehq/airbyte/pull/73824) | Update dependencies |
diff --git a/docs/integrations/sources/mailchimp.md b/docs/integrations/sources/mailchimp.md
index 787e0f73a2d9..091aca838952 100644
--- a/docs/integrations/sources/mailchimp.md
+++ b/docs/integrations/sources/mailchimp.md
@@ -126,6 +126,8 @@ Now that you have set up the Mailchimp source connector, check out the following
 
 | Version | Date       | Pull Request                                             | Subject                                                                   |
 |--------|------------|----------------------------------------------------------|---------------------------------------------------------------------------|
+| 2.1.22 | 2026-04-01 | [75576](https://github.com/airbytehq/airbyte/pull/75576) | Add `oauth_connector_input_specification` for declarative OAuth |
+| 2.1.21 | 2026-03-31 | [75803](https://github.com/airbytehq/airbyte/pull/75803) | Update dependencies |
 | 2.1.20 | 2026-03-24 | [74579](https://github.com/airbytehq/airbyte/pull/74579) | Update dependencies |
 | 2.1.19 | 2026-03-03 | [74155](https://github.com/airbytehq/airbyte/pull/74155) | Update dependencies |
 | 2.1.18 | 2026-02-17 | [73380](https://github.com/airbytehq/airbyte/pull/73380) | Update dependencies |
diff --git a/docs/integrations/sources/mailosaur.md b/docs/integrations/sources/mailosaur.md
index 73a4c4c0677a..df88b28c65bd 100644
--- a/docs/integrations/sources/mailosaur.md
+++ b/docs/integrations/sources/mailosaur.md
@@ -24,6 +24,7 @@ Docs : https://mailosaur.com/docs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75830](https://github.com/airbytehq/airbyte/pull/75830) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74978](https://github.com/airbytehq/airbyte/pull/74978) | Update dependencies |
 | 0.0.46 | 2026-03-10 | [74539](https://github.com/airbytehq/airbyte/pull/74539) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73810](https://github.com/airbytehq/airbyte/pull/73810) | Update dependencies |
diff --git a/docs/integrations/sources/mailtrap.md b/docs/integrations/sources/mailtrap.md
index d0c38ba4f450..a7a59db54c32 100644
--- a/docs/integrations/sources/mailtrap.md
+++ b/docs/integrations/sources/mailtrap.md
@@ -28,6 +28,7 @@ Email Delivery Platform for individuals and businesses to test, send and control
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75800](https://github.com/airbytehq/airbyte/pull/75800) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75010](https://github.com/airbytehq/airbyte/pull/75010) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74544](https://github.com/airbytehq/airbyte/pull/74544) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73417](https://github.com/airbytehq/airbyte/pull/73417) | Update dependencies |
diff --git a/docs/integrations/sources/mantle.md b/docs/integrations/sources/mantle.md
index edccf14515d4..5eea84c91205 100644
--- a/docs/integrations/sources/mantle.md
+++ b/docs/integrations/sources/mantle.md
@@ -21,6 +21,7 @@ This connector use the Mantle API to get customers and subscriptions streams
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.19 | 2026-03-31 | [75810](https://github.com/airbytehq/airbyte/pull/75810) | Update dependencies |
 | 0.0.18 | 2026-03-17 | [73821](https://github.com/airbytehq/airbyte/pull/73821) | Update dependencies |
 | 0.0.17 | 2026-02-17 | [73394](https://github.com/airbytehq/airbyte/pull/73394) | Update dependencies |
 | 0.0.16 | 2026-02-10 | [73189](https://github.com/airbytehq/airbyte/pull/73189) | Update dependencies |
diff --git a/docs/integrations/sources/marketo.md b/docs/integrations/sources/marketo.md
index 85d30ebeb60d..278c8efd22ae 100644
--- a/docs/integrations/sources/marketo.md
+++ b/docs/integrations/sources/marketo.md
@@ -89,7 +89,7 @@ This connector syncs the following streams from Marketo:
 | **[Emails](https://experienceleague.adobe.com/en/docs/marketo-developer/marketo/rest/assets/emails)** | Incremental | Marketo email assets, including subject, sender info, status, and template. Uses `updatedAt` as the cursor field. |
 | **[Leads](https://developers.marketo.com/rest-api/endpoint-reference/lead-database-endpoint-reference/#!/Leads/getLeadByIdUsingGET)** | Incremental | Marketo leads. Uses `updatedAt` as the cursor field. The schema is dynamically generated from the `leads/describe.json` API, so custom fields are automatically discovered and included. |
 | **[Lists](https://developers.marketo.com/rest-api/endpoint-reference/lead-database-endpoint-reference/#!/Static_Lists/getListByIdUsingGET)** | Incremental | Marketo static lists. Uses `createdAt` as the cursor field. |
-| **[Programs](https://developers.marketo.com/rest-api/endpoint-reference/asset-endpoint-reference/#!/Programs/browseProgramsUsingGET)** | Incremental | Marketo programs, including user-defined tags and period costs. Uses `updatedAt` as the cursor field. |
+| **[Programs](https://developers.marketo.com/rest-api/endpoint-reference/asset-endpoint-reference/#!/Programs/browseProgramsUsingGET)** | Incremental | Marketo programs, including user-defined tags, period costs, and Salesforce cross-reference fields (`sfdcId` and `sfdcName`) for programs synced with Salesforce. Uses `updatedAt` as the cursor field. |
 | **[Program Tokens](https://experienceleague.adobe.com/en/docs/marketo-developer/marketo/rest/assets/tokens)** | Full Refresh | Token definitions (My Tokens) for each program. This is a child stream of Programs, fetching tokens for every program. |
 | **[Segmentations](https://developers.marketo.com/rest-api/endpoint-reference/asset-endpoint-reference/#!/Segments/getSegmentationUsingGET)** | Full Refresh | Marketo segmentations. |
 
@@ -134,6 +134,7 @@ If these limits are too restrictive, contact your Marketo account manager for a
 
 | Version  | Date       | Pull Request                                             | Subject                                                                                          |
 |:---------|:-----------|:---------------------------------------------------------|:-------------------------------------------------------------------------------------------------|
+| 1.6.2 | 2026-03-26 | [75461](https://github.com/airbytehq/airbyte/pull/75461) | Add sfdcId and sfdcName fields to programs stream schema |
 | 1.6.1 | 2026-03-25 | [74088](https://github.com/airbytehq/airbyte/pull/74088) | Fix CSV column misalignment when syncing leads containing CJK characters |
 | 1.6.0 | 2026-03-19 | [74826](https://github.com/airbytehq/airbyte/pull/74826) | Add Emails and Program Tokens streams |
 | 1.5.0 | 2026-03-18 | [74136](https://github.com/airbytehq/airbyte/pull/74136) | Add dynamic schema discovery for custom fields on Leads stream; add tags and costs to Programs schema; add workspace to Segmentations schema |
diff --git a/docs/integrations/sources/marketstack.md b/docs/integrations/sources/marketstack.md
index 08686e1968e3..7163605df19b 100644
--- a/docs/integrations/sources/marketstack.md
+++ b/docs/integrations/sources/marketstack.md
@@ -25,6 +25,7 @@ Using this connector we can extract Historical Data , Splits and Dividends data
 
 | Version | Date              | Pull Request | Subject        |
 |---------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75829](https://github.com/airbytehq/airbyte/pull/75829) | Update dependencies |
 | 0.0.49 | 2026-03-24 | [73831](https://github.com/airbytehq/airbyte/pull/73831) | Update dependencies |
 | 0.0.48 | 2026-02-17 | [73396](https://github.com/airbytehq/airbyte/pull/73396) | Update dependencies |
 | 0.0.47 | 2026-02-10 | [73205](https://github.com/airbytehq/airbyte/pull/73205) | Update dependencies |
diff --git a/docs/integrations/sources/mendeley.md b/docs/integrations/sources/mendeley.md
index e774f2d39e7b..15c2fc22aa69 100644
--- a/docs/integrations/sources/mendeley.md
+++ b/docs/integrations/sources/mendeley.md
@@ -35,6 +35,7 @@ API Reference: https://dev.mendeley.com/methods/#introduction
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.33 | 2026-03-31 | [75828](https://github.com/airbytehq/airbyte/pull/75828) | Update dependencies |
 | 0.0.32 | 2026-03-17 | [74980](https://github.com/airbytehq/airbyte/pull/74980) | Update dependencies |
 | 0.0.31 | 2026-03-10 | [74543](https://github.com/airbytehq/airbyte/pull/74543) | Update dependencies |
 | 0.0.30 | 2026-02-24 | [73420](https://github.com/airbytehq/airbyte/pull/73420) | Update dependencies |
diff --git a/docs/integrations/sources/mercado-ads.md b/docs/integrations/sources/mercado-ads.md
index 9e82cdc58d70..712743e74b5f 100644
--- a/docs/integrations/sources/mercado-ads.md
+++ b/docs/integrations/sources/mercado-ads.md
@@ -40,6 +40,7 @@ Get ad analytics from all Mercado Ads placements
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.27 | 2026-03-31 | [75834](https://github.com/airbytehq/airbyte/pull/75834) | Update dependencies |
 | 0.0.26 | 2026-03-24 | [74582](https://github.com/airbytehq/airbyte/pull/74582) | Update dependencies |
 | 0.0.25 | 2026-02-24 | [73811](https://github.com/airbytehq/airbyte/pull/73811) | Update dependencies |
 | 0.0.24 | 2026-02-17 | [73382](https://github.com/airbytehq/airbyte/pull/73382) | Update dependencies |
diff --git a/docs/integrations/sources/metricool.md b/docs/integrations/sources/metricool.md
index 7078a438ebe3..7506be7c1d77 100644
--- a/docs/integrations/sources/metricool.md
+++ b/docs/integrations/sources/metricool.md
@@ -55,6 +55,7 @@ Supported Data Streams:
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.20 | 2026-03-31 | [75807](https://github.com/airbytehq/airbyte/pull/75807) | Update dependencies |
 | 0.0.19 | 2026-03-17 | [74565](https://github.com/airbytehq/airbyte/pull/74565) | Update dependencies |
 | 0.0.18 | 2026-02-24 | [73809](https://github.com/airbytehq/airbyte/pull/73809) | Update dependencies |
 | 0.0.17 | 2026-02-17 | [73392](https://github.com/airbytehq/airbyte/pull/73392) | Update dependencies |
diff --git a/docs/integrations/sources/microsoft-teams.md b/docs/integrations/sources/microsoft-teams.md
index 06b02183c756..72b18861f202 100644
--- a/docs/integrations/sources/microsoft-teams.md
+++ b/docs/integrations/sources/microsoft-teams.md
@@ -164,6 +164,7 @@ Token acquiring implemented by [instantiate](https://docs.microsoft.com/en-us/az
 
 | Version | Date       | Pull Request                                             | Subject                        |
 | :------ | :--------- | :------------------------------------------------------- | :----------------------------- |
+| 1.2.15 | 2026-03-31 | [75805](https://github.com/airbytehq/airbyte/pull/75805) | Update dependencies |
 | 1.2.14 | 2026-03-17 | [74567](https://github.com/airbytehq/airbyte/pull/74567) | Update dependencies |
 | 1.2.13 | 2026-03-03 | [73414](https://github.com/airbytehq/airbyte/pull/73414) | Update dependencies |
 | 1.2.12 | 2026-02-10 | [73207](https://github.com/airbytehq/airbyte/pull/73207) | Update dependencies |
diff --git a/docs/integrations/sources/miro.md b/docs/integrations/sources/miro.md
index 9b530a569f3d..3a8b04489249 100644
--- a/docs/integrations/sources/miro.md
+++ b/docs/integrations/sources/miro.md
@@ -25,6 +25,7 @@ Airbyte connector for Miro can be used to extract data related to board content,
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75802](https://github.com/airbytehq/airbyte/pull/75802) | Update dependencies |
 | 0.0.50 | 2026-03-24 | [75389](https://github.com/airbytehq/airbyte/pull/75389) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74593](https://github.com/airbytehq/airbyte/pull/74593) | Update dependencies |
 | 0.0.48 | 2026-03-03 | [74189](https://github.com/airbytehq/airbyte/pull/74189) | Update dependencies |
diff --git a/docs/integrations/sources/missive.md b/docs/integrations/sources/missive.md
index 785d0323bd4e..07dfbec56536 100644
--- a/docs/integrations/sources/missive.md
+++ b/docs/integrations/sources/missive.md
@@ -35,6 +35,7 @@ Visit `https://missiveapp.com/help/api-documentation/rest-endpoints` for API doc
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.49 | 2026-03-31 | [75790](https://github.com/airbytehq/airbyte/pull/75790) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75365](https://github.com/airbytehq/airbyte/pull/75365) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74590](https://github.com/airbytehq/airbyte/pull/74590) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73865](https://github.com/airbytehq/airbyte/pull/73865) | Update dependencies |
diff --git a/docs/integrations/sources/mixpanel.md b/docs/integrations/sources/mixpanel.md
index c032a5aa0806..585d9e5afede 100644
--- a/docs/integrations/sources/mixpanel.md
+++ b/docs/integrations/sources/mixpanel.md
@@ -59,100 +59,101 @@ Syncing huge date windows may take longer due to Mixpanel's low API rate-limits
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                                                                                                                                                                                                                                                                            |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 3.6.2 | 2026-04-02 | [76039](https://github.com/airbytehq/airbyte/pull/76039) | Replace deprecated MessageRepresentationAirbyteTracedErrors with AirbyteTracedException in tests |
 | 3.6.1 | 2025-08-02 | [64298](https://github.com/airbytehq/airbyte/pull/64298) | Update dependencies |
 | 3.6.0 | 2025-07-30 | [64122](https://github.com/airbytehq/airbyte/pull/64122) | Promoting release candidate 3.6.0-rc.4 to a main version. |
-| 3.6.0-rc.4 | 2025-07-17 | [63351](https://github.com/airbytehq/airbyte/pull/63351) | Reduce default number of concurrent workers                                                                                                                                                                                                                                                                                                                                                                                        |
-| 3.6.0-rc.3 | 2025-07-09 | [62845](https://github.com/airbytehq/airbyte/pull/62845) | Add back python implementation of export stream                                                                                                                                                                                                                                                                                                                                                                                    |
-| 3.6.0-rc.2 | 2025-04-17 | [58116](https://github.com/airbytehq/airbyte/pull/58116) | Update backoff strategy                                                                                                                                                                                                                                                                                                                                                                                                            |
-| 3.6.0-rc.1 | 2025-04-14 | [55189](https://github.com/airbytehq/airbyte/pull/55189) | Update airbyte-cdk, set up concurrency                                                                                                                                                                                                                                                                                                                                                                                             |
-| 3.5.4      | 2025-04-12 | [57893](https://github.com/airbytehq/airbyte/pull/57893) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.5.3      | 2025-04-05 | [57101](https://github.com/airbytehq/airbyte/pull/57101) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.5.2      | 2025-03-29 | [56663](https://github.com/airbytehq/airbyte/pull/56663) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.5.1      | 2025-03-22 | [55429](https://github.com/airbytehq/airbyte/pull/55429) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.5.0      | 2025-03-10 | [55673](https://github.com/airbytehq/airbyte/pull/55673) | Add Export Lookback Window                                                                                                                                                                                                                                                                                                                                                                                                         |
-| 3.4.21     | 2025-03-06 | [55224](https://github.com/airbytehq/airbyte/pull/55224) | Migrate streams to latest endpoint                                                                                                                                                                                                                                                                                                                                                                                                 |
-| 3.4.20     | 2025-03-01 | [54769](https://github.com/airbytehq/airbyte/pull/54769) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.19     | 2025-02-22 | [54319](https://github.com/airbytehq/airbyte/pull/54319) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.18     | 2025-02-15 | [53852](https://github.com/airbytehq/airbyte/pull/53852) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.17     | 2025-02-01 | [52787](https://github.com/airbytehq/airbyte/pull/52787) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.16     | 2025-01-25 | [52261](https://github.com/airbytehq/airbyte/pull/52261) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.15     | 2025-01-11 | [51216](https://github.com/airbytehq/airbyte/pull/51216) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.14     | 2025-01-04 | [50891](https://github.com/airbytehq/airbyte/pull/50891) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.13     | 2024-12-28 | [50596](https://github.com/airbytehq/airbyte/pull/50596) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.12     | 2024-12-21 | [50095](https://github.com/airbytehq/airbyte/pull/50095) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.11     | 2024-12-14 | [49249](https://github.com/airbytehq/airbyte/pull/49249) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64                                                                                                                                                                                                                                                             |
-| 3.4.10     | 2024-12-12 | [48948](https://github.com/airbytehq/airbyte/pull/48948) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.9      | 2024-11-04 | [47098](https://github.com/airbytehq/airbyte/pull/47098) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.8      | 2024-10-12 | [46792](https://github.com/airbytehq/airbyte/pull/46792) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.7      | 2024-10-05 | [46428](https://github.com/airbytehq/airbyte/pull/46428) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.6      | 2024-09-28 | [45747](https://github.com/airbytehq/airbyte/pull/45747) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.5      | 2024-09-14 | [45473](https://github.com/airbytehq/airbyte/pull/45473) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.4      | 2024-09-07 | [45264](https://github.com/airbytehq/airbyte/pull/45264) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.3      | 2024-08-31 | [45059](https://github.com/airbytehq/airbyte/pull/45059) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.2      | 2024-08-24 | [44643](https://github.com/airbytehq/airbyte/pull/44643) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.1      | 2024-08-17 | [44274](https://github.com/airbytehq/airbyte/pull/44274) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.4.0      | 2024-07-16 | [41969](https://github.com/airbytehq/airbyte/pull/41969) | Update to v4 CDK                                                                                                                                                                                                                                                                                                                                                                                                                   |
-| 3.3.3      | 2024-08-10 | [43575](https://github.com/airbytehq/airbyte/pull/43575) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.3.2      | 2024-08-03 | [43182](https://github.com/airbytehq/airbyte/pull/43182) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.3.1      | 2024-07-27 | [42391](https://github.com/airbytehq/airbyte/pull/42391) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.3.0      | 2024-07-15 | [41754](https://github.com/airbytehq/airbyte/pull/41754) | Add engage page size to configuration                                                                                                                                                                                                                                                                                                                                                                                              |
-| 3.2.4      | 2024-07-13 | [41754](https://github.com/airbytehq/airbyte/pull/41754) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.2.3      | 2024-07-10 | [41420](https://github.com/airbytehq/airbyte/pull/41420) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.2.2      | 2024-07-09 | [41289](https://github.com/airbytehq/airbyte/pull/41289) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.2.1      | 2024-07-06 | [40806](https://github.com/airbytehq/airbyte/pull/40806) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.2.0      | 2024-06-26 | [40607](https://github.com/airbytehq/airbyte/pull/40607) | Make engage stream really incremental                                                                                                                                                                                                                                                                                                                                                                                              |
-| 3.1.5      | 2024-06-26 | [40549](https://github.com/airbytehq/airbyte/pull/40549) | Migrate off deprecated auth package                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.1.4      | 2024-06-25 | [40376](https://github.com/airbytehq/airbyte/pull/40376) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.1.3      | 2024-06-22 | [40138](https://github.com/airbytehq/airbyte/pull/40138) | Update dependencies                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 3.1.2      | 2024-06-18 | [38710](https://github.com/airbytehq/airbyte/pull/38710) | Update authenticator CDK package                                                                                                                                                                                                                                                                                                                                                                                                   |
-| 3.1.1      | 2024-06-04 | [39006](https://github.com/airbytehq/airbyte/pull/39006) | [autopull] Upgrade base image to v1.2.1                                                                                                                                                                                                                                                                                                                                                                                            |
-| 3.1.0      | 2024-05-30 | [38757](https://github.com/airbytehq/airbyte/pull/38757) | change format for `start_date` and `end_date` from `date` to `date-time`                                                                                                                                                                                                                                                                                                                                                           |
-| 3.0.0      | 2024-05-22 | [38066](https://github.com/airbytehq/airbyte/pull/38066) | Changed key to distinct_id, cohort_id and changed state to per-patition format for `CohortMembers` stream; fixed pagination for `Engage` stream; fixed incorrect client-side filtering for semi-incremental streams when data comes not in chronological order; semi-incremental `Cohorts`, `CohortMembers` and `Engage` streams with client-side filtering extract records since user provided or default (1 year old) start_date |
-| 2.3.1      | 2024-05-20 | [38267](https://github.com/airbytehq/airbyte/pull/38267) | Replace AirbyteLogger with logging.Logger                                                                                                                                                                                                                                                                                                                                                                                          |
-| 2.3.0      | 2024-04-12 | [36724](https://github.com/airbytehq/airbyte/pull/36724) | Connector migrated to low-code                                                                                                                                                                                                                                                                                                                                                                                                     |
-| 2.2.2      | 2024-04-19 | [36651](https://github.com/airbytehq/airbyte/pull/36651) | Updating to 0.80.0 CDK                                                                                                                                                                                                                                                                                                                                                                                                             |
-| 2.2.1      | 2024-04-12 | [36651](https://github.com/airbytehq/airbyte/pull/36651) | Schema descriptions                                                                                                                                                                                                                                                                                                                                                                                                                |
-| 2.2.0      | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0`                                                                                                                                                                                                                                                                                                                                                                                                    |
-| 2.1.0      | 2024-02-13 | [35203](https://github.com/airbytehq/airbyte/pull/35203) | Update stream Funnels schema with custom_event_id and custom_event fields                                                                                                                                                                                                                                                                                                                                                          |
-| 2.0.2      | 2024-02-12 | [35151](https://github.com/airbytehq/airbyte/pull/35151) | Manage dependencies with Poetry                                                                                                                                                                                                                                                                                                                                                                                                    |
-| 2.0.1      | 2024-01-11 | [34147](https://github.com/airbytehq/airbyte/pull/34147) | prepare for airbyte-lib                                                                                                                                                                                                                                                                                                                                                                                                            |
-| 2.0.0      | 2023-10-30 | [31955](https://github.com/airbytehq/airbyte/pull/31955) | Delete the default primary key for the Export stream                                                                                                                                                                                                                                                                                                                                                                               |
-| 1.0.1      | 2023-10-19 | [31599](https://github.com/airbytehq/airbyte/pull/31599) | Base image migration: remove Dockerfile and use the python-connector-base image                                                                                                                                                                                                                                                                                                                                                    |
-| 1.0.0      | 2023-09-27 | [30025](https://github.com/airbytehq/airbyte/pull/30025) | Fix type of datetime field in engage stream; fix primary key for export stream.                                                                                                                                                                                                                                                                                                                                                    |
-| 0.1.41     | 2023-09-26 | [30149](https://github.com/airbytehq/airbyte/pull/30149) | Change config schema; set checkpointing interval; add suggested streams; add casting datetime fields.                                                                                                                                                                                                                                                                                                                              |
-| 0.1.40     | 2022-09-20 | [30090](https://github.com/airbytehq/airbyte/pull/30090) | Handle 400 error when the credentials become expired                                                                                                                                                                                                                                                                                                                                                                               |
-| 0.1.39     | 2023-09-15 | [30469](https://github.com/airbytehq/airbyte/pull/30469) | Add default primary key `distinct_id` to `Export` stream                                                                                                                                                                                                                                                                                                                                                                           |
-| 0.1.38     | 2023-08-31 | [30028](https://github.com/airbytehq/airbyte/pull/30028) | Handle gracefully project timezone mismatch                                                                                                                                                                                                                                                                                                                                                                                        |
-| 0.1.37     | 2023-07-20 | [27932](https://github.com/airbytehq/airbyte/pull/27932) | Fix spec: change start/end date format to `date`                                                                                                                                                                                                                                                                                                                                                                                   |
-| 0.1.36     | 2023-06-27 | [27752](https://github.com/airbytehq/airbyte/pull/27752) | Partially revert version 0.1.32; Use exponential backoff                                                                                                                                                                                                                                                                                                                                                                           |
-| 0.1.35     | 2023-06-12 | [27252](https://github.com/airbytehq/airbyte/pull/27252) | Add should_retry False for 402 error                                                                                                                                                                                                                                                                                                                                                                                               |
-| 0.1.34     | 2023-05-15 | [21837](https://github.com/airbytehq/airbyte/pull/21837) | Add "insert_id" field to "export" stream schema                                                                                                                                                                                                                                                                                                                                                                                    |
-| 0.1.33     | 2023-04-25 | [25543](https://github.com/airbytehq/airbyte/pull/25543) | Set should_retry for 104 error in stream export                                                                                                                                                                                                                                                                                                                                                                                    |
-| 0.1.32     | 2023-04-11 | [25056](https://github.com/airbytehq/airbyte/pull/25056) | Set HttpAvailabilityStrategy, add exponential backoff, streams export and annotations add undeclared fields                                                                                                                                                                                                                                                                                                                        |
-| 0.1.31     | 2023-02-13 | [22936](https://github.com/airbytehq/airbyte/pull/22936) | Specified date formatting in specification                                                                                                                                                                                                                                                                                                                                                                                         |
-| 0.1.30     | 2023-01-27 | [22017](https://github.com/airbytehq/airbyte/pull/22017) | Set `AvailabilityStrategy` for streams explicitly to `None`                                                                                                                                                                                                                                                                                                                                                                        |
-| 0.1.29     | 2022-11-02 | [18846](https://github.com/airbytehq/airbyte/pull/18846) | For "export" stream make line parsing more robust                                                                                                                                                                                                                                                                                                                                                                                  |
-| 0.1.28     | 2022-10-06 | [17699](https://github.com/airbytehq/airbyte/pull/17699) | Fix discover step issue cursor field None                                                                                                                                                                                                                                                                                                                                                                                          |
-| 0.1.27     | 2022-09-29 | [17415](https://github.com/airbytehq/airbyte/pull/17415) | Disable stream "cohort_members" on discover if not access                                                                                                                                                                                                                                                                                                                                                                          |
-| 0.1.26     | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream states                                                                                                                                                                                                                                                                                                                                                                                                       |
-| 0.1.25     | 2022-09-27 | [17145](https://github.com/airbytehq/airbyte/pull/17145) | Disable streams "export", "engage" on discover if not access                                                                                                                                                                                                                                                                                                                                                                       |
-| 0.1.24     | 2022-09-26 | [16915](https://github.com/airbytehq/airbyte/pull/16915) | Added Service Accounts support                                                                                                                                                                                                                                                                                                                                                                                                     |
-| 0.1.23     | 2022-09-18 | [16843](https://github.com/airbytehq/airbyte/pull/16843) | Add stream=True for `export` stream                                                                                                                                                                                                                                                                                                                                                                                                |
-| 0.1.22     | 2022-09-15 | [16770](https://github.com/airbytehq/airbyte/pull/16770) | Use "Retry-After" header for backoff                                                                                                                                                                                                                                                                                                                                                                                               |
-| 0.1.21     | 2022-09-11 | [16191](https://github.com/airbytehq/airbyte/pull/16191) | Improved connector's input configuration validation                                                                                                                                                                                                                                                                                                                                                                                |
-| 0.1.20     | 2022-08-22 | [15091](https://github.com/airbytehq/airbyte/pull/15091) | Improve `export` stream cursor support                                                                                                                                                                                                                                                                                                                                                                                             |
-| 0.1.19     | 2022-08-18 | [15739](https://github.com/airbytehq/airbyte/pull/15739) | Update `titile` and `description` for `Project Secret` field                                                                                                                                                                                                                                                                                                                                                                       |
-| 0.1.18     | 2022-07-21 | [14924](https://github.com/airbytehq/airbyte/pull/14924) | Remove `additionalProperties` field from schemas and specs                                                                                                                                                                                                                                                                                                                                                                         |
-| 0.1.17     | 2022-06-01 | [13372](https://github.com/airbytehq/airbyte/pull/13372) | Acceptance tests fix, fixing some bugs for beta release                                                                                                                                                                                                                                                                                                                                                                            |
-| 0.1.16     | 2022-05-30 | [12801](https://github.com/airbytehq/airbyte/pull/12801) | Add end_date parameter                                                                                                                                                                                                                                                                                                                                                                                                             |
-| 0.1.15     | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy                                                                                                                                                                                                                                                                                                                                                                                                    |
-| 0.1.14     | 2022-05-02 | [11501](https://github.com/airbytehq/airbyte/pull/11501) | Improve incremental sync method to streams                                                                                                                                                                                                                                                                                                                                                                                         |
-| 0.1.13     | 2022-04-27 | [12335](https://github.com/airbytehq/airbyte/pull/12335) | Adding fixtures to mock time.sleep for connectors that explicitly sleep                                                                                                                                                                                                                                                                                                                                                            |
-| 0.1.12     | 2022-03-31 | [11633](https://github.com/airbytehq/airbyte/pull/11633) | Increase unit test coverage                                                                                                                                                                                                                                                                                                                                                                                                        |
-| 0.1.11     | 2022-04-04 | [11318](https://github.com/airbytehq/airbyte/pull/11318) | Change Response Reading                                                                                                                                                                                                                                                                                                                                                                                                            |
-| 0.1.10     | 2022-03-31 | [11227](https://github.com/airbytehq/airbyte/pull/11227) | Fix cohort id always null in the cohort_members stream                                                                                                                                                                                                                                                                                                                                                                             |
-| 0.1.9      | 2021-12-07 | [8578](https://github.com/airbytehq/airbyte/pull/8578)   | Updated titles and descriptions                                                                                                                                                                                                                                                                                                                                                                                                    |
-| 0.1.7      | 2021-12-01 | [8381](https://github.com/airbytehq/airbyte/pull/8381)   | Increased performance for `discovery` stage during connector setup                                                                                                                                                                                                                                                                                                                                                                 |
+| 3.6.0-rc.4 | 2025-07-17 | [63351](https://github.com/airbytehq/airbyte/pull/63351) | Reduce default number of concurrent workers |
+| 3.6.0-rc.3 | 2025-07-09 | [62845](https://github.com/airbytehq/airbyte/pull/62845) | Add back python implementation of export stream |
+| 3.6.0-rc.2 | 2025-04-17 | [58116](https://github.com/airbytehq/airbyte/pull/58116) | Update backoff strategy |
+| 3.6.0-rc.1 | 2025-04-14 | [55189](https://github.com/airbytehq/airbyte/pull/55189) | Update airbyte-cdk, set up concurrency |
+| 3.5.4 | 2025-04-12 | [57893](https://github.com/airbytehq/airbyte/pull/57893) | Update dependencies |
+| 3.5.3 | 2025-04-05 | [57101](https://github.com/airbytehq/airbyte/pull/57101) | Update dependencies |
+| 3.5.2 | 2025-03-29 | [56663](https://github.com/airbytehq/airbyte/pull/56663) | Update dependencies |
+| 3.5.1 | 2025-03-22 | [55429](https://github.com/airbytehq/airbyte/pull/55429) | Update dependencies |
+| 3.5.0 | 2025-03-10 | [55673](https://github.com/airbytehq/airbyte/pull/55673) | Add Export Lookback Window |
+| 3.4.21 | 2025-03-06 | [55224](https://github.com/airbytehq/airbyte/pull/55224) | Migrate streams to latest endpoint |
+| 3.4.20 | 2025-03-01 | [54769](https://github.com/airbytehq/airbyte/pull/54769) | Update dependencies |
+| 3.4.19 | 2025-02-22 | [54319](https://github.com/airbytehq/airbyte/pull/54319) | Update dependencies |
+| 3.4.18 | 2025-02-15 | [53852](https://github.com/airbytehq/airbyte/pull/53852) | Update dependencies |
+| 3.4.17 | 2025-02-01 | [52787](https://github.com/airbytehq/airbyte/pull/52787) | Update dependencies |
+| 3.4.16 | 2025-01-25 | [52261](https://github.com/airbytehq/airbyte/pull/52261) | Update dependencies |
+| 3.4.15 | 2025-01-11 | [51216](https://github.com/airbytehq/airbyte/pull/51216) | Update dependencies |
+| 3.4.14 | 2025-01-04 | [50891](https://github.com/airbytehq/airbyte/pull/50891) | Update dependencies |
+| 3.4.13 | 2024-12-28 | [50596](https://github.com/airbytehq/airbyte/pull/50596) | Update dependencies |
+| 3.4.12 | 2024-12-21 | [50095](https://github.com/airbytehq/airbyte/pull/50095) | Update dependencies |
+| 3.4.11 | 2024-12-14 | [49249](https://github.com/airbytehq/airbyte/pull/49249) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
+| 3.4.10 | 2024-12-12 | [48948](https://github.com/airbytehq/airbyte/pull/48948) | Update dependencies |
+| 3.4.9 | 2024-11-04 | [47098](https://github.com/airbytehq/airbyte/pull/47098) | Update dependencies |
+| 3.4.8 | 2024-10-12 | [46792](https://github.com/airbytehq/airbyte/pull/46792) | Update dependencies |
+| 3.4.7 | 2024-10-05 | [46428](https://github.com/airbytehq/airbyte/pull/46428) | Update dependencies |
+| 3.4.6 | 2024-09-28 | [45747](https://github.com/airbytehq/airbyte/pull/45747) | Update dependencies |
+| 3.4.5 | 2024-09-14 | [45473](https://github.com/airbytehq/airbyte/pull/45473) | Update dependencies |
+| 3.4.4 | 2024-09-07 | [45264](https://github.com/airbytehq/airbyte/pull/45264) | Update dependencies |
+| 3.4.3 | 2024-08-31 | [45059](https://github.com/airbytehq/airbyte/pull/45059) | Update dependencies |
+| 3.4.2 | 2024-08-24 | [44643](https://github.com/airbytehq/airbyte/pull/44643) | Update dependencies |
+| 3.4.1 | 2024-08-17 | [44274](https://github.com/airbytehq/airbyte/pull/44274) | Update dependencies |
+| 3.4.0 | 2024-07-16 | [41969](https://github.com/airbytehq/airbyte/pull/41969) | Update to v4 CDK |
+| 3.3.3 | 2024-08-10 | [43575](https://github.com/airbytehq/airbyte/pull/43575) | Update dependencies |
+| 3.3.2 | 2024-08-03 | [43182](https://github.com/airbytehq/airbyte/pull/43182) | Update dependencies |
+| 3.3.1 | 2024-07-27 | [42391](https://github.com/airbytehq/airbyte/pull/42391) | Update dependencies |
+| 3.3.0 | 2024-07-15 | [41754](https://github.com/airbytehq/airbyte/pull/41754) | Add engage page size to configuration |
+| 3.2.4 | 2024-07-13 | [41754](https://github.com/airbytehq/airbyte/pull/41754) | Update dependencies |
+| 3.2.3 | 2024-07-10 | [41420](https://github.com/airbytehq/airbyte/pull/41420) | Update dependencies |
+| 3.2.2 | 2024-07-09 | [41289](https://github.com/airbytehq/airbyte/pull/41289) | Update dependencies |
+| 3.2.1 | 2024-07-06 | [40806](https://github.com/airbytehq/airbyte/pull/40806) | Update dependencies |
+| 3.2.0 | 2024-06-26 | [40607](https://github.com/airbytehq/airbyte/pull/40607) | Make engage stream really incremental |
+| 3.1.5 | 2024-06-26 | [40549](https://github.com/airbytehq/airbyte/pull/40549) | Migrate off deprecated auth package |
+| 3.1.4 | 2024-06-25 | [40376](https://github.com/airbytehq/airbyte/pull/40376) | Update dependencies |
+| 3.1.3 | 2024-06-22 | [40138](https://github.com/airbytehq/airbyte/pull/40138) | Update dependencies |
+| 3.1.2 | 2024-06-18 | [38710](https://github.com/airbytehq/airbyte/pull/38710) | Update authenticator CDK package |
+| 3.1.1 | 2024-06-04 | [39006](https://github.com/airbytehq/airbyte/pull/39006) | [autopull] Upgrade base image to v1.2.1 |
+| 3.1.0 | 2024-05-30 | [38757](https://github.com/airbytehq/airbyte/pull/38757) | change format for `start_date` and `end_date` from `date` to `date-time` |
+| 3.0.0 | 2024-05-22 | [38066](https://github.com/airbytehq/airbyte/pull/38066) | Changed key to distinct_id, cohort_id and changed state to per-patition format for `CohortMembers` stream; fixed pagination for `Engage` stream; fixed incorrect client-side filtering for semi-incremental streams when data comes not in chronological order; semi-incremental `Cohorts`, `CohortMembers` and `Engage` streams with client-side filtering extract records since user provided or default (1 year old) start_date |
+| 2.3.1 | 2024-05-20 | [38267](https://github.com/airbytehq/airbyte/pull/38267) | Replace AirbyteLogger with logging.Logger |
+| 2.3.0 | 2024-04-12 | [36724](https://github.com/airbytehq/airbyte/pull/36724) | Connector migrated to low-code |
+| 2.2.2 | 2024-04-19 | [36651](https://github.com/airbytehq/airbyte/pull/36651) | Updating to 0.80.0 CDK |
+| 2.2.1 | 2024-04-12 | [36651](https://github.com/airbytehq/airbyte/pull/36651) | Schema descriptions |
+| 2.2.0 | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0` |
+| 2.1.0 | 2024-02-13 | [35203](https://github.com/airbytehq/airbyte/pull/35203) | Update stream Funnels schema with custom_event_id and custom_event fields |
+| 2.0.2 | 2024-02-12 | [35151](https://github.com/airbytehq/airbyte/pull/35151) | Manage dependencies with Poetry |
+| 2.0.1 | 2024-01-11 | [34147](https://github.com/airbytehq/airbyte/pull/34147) | prepare for airbyte-lib |
+| 2.0.0 | 2023-10-30 | [31955](https://github.com/airbytehq/airbyte/pull/31955) | Delete the default primary key for the Export stream |
+| 1.0.1 | 2023-10-19 | [31599](https://github.com/airbytehq/airbyte/pull/31599) | Base image migration: remove Dockerfile and use the python-connector-base image |
+| 1.0.0 | 2023-09-27 | [30025](https://github.com/airbytehq/airbyte/pull/30025) | Fix type of datetime field in engage stream; fix primary key for export stream. |
+| 0.1.41 | 2023-09-26 | [30149](https://github.com/airbytehq/airbyte/pull/30149) | Change config schema; set checkpointing interval; add suggested streams; add casting datetime fields. |
+| 0.1.40 | 2022-09-20 | [30090](https://github.com/airbytehq/airbyte/pull/30090) | Handle 400 error when the credentials become expired |
+| 0.1.39 | 2023-09-15 | [30469](https://github.com/airbytehq/airbyte/pull/30469) | Add default primary key `distinct_id` to `Export` stream |
+| 0.1.38 | 2023-08-31 | [30028](https://github.com/airbytehq/airbyte/pull/30028) | Handle gracefully project timezone mismatch |
+| 0.1.37 | 2023-07-20 | [27932](https://github.com/airbytehq/airbyte/pull/27932) | Fix spec: change start/end date format to `date` |
+| 0.1.36 | 2023-06-27 | [27752](https://github.com/airbytehq/airbyte/pull/27752) | Partially revert version 0.1.32; Use exponential backoff |
+| 0.1.35 | 2023-06-12 | [27252](https://github.com/airbytehq/airbyte/pull/27252) | Add should_retry False for 402 error |
+| 0.1.34 | 2023-05-15 | [21837](https://github.com/airbytehq/airbyte/pull/21837) | Add "insert_id" field to "export" stream schema |
+| 0.1.33 | 2023-04-25 | [25543](https://github.com/airbytehq/airbyte/pull/25543) | Set should_retry for 104 error in stream export |
+| 0.1.32 | 2023-04-11 | [25056](https://github.com/airbytehq/airbyte/pull/25056) | Set HttpAvailabilityStrategy, add exponential backoff, streams export and annotations add undeclared fields |
+| 0.1.31 | 2023-02-13 | [22936](https://github.com/airbytehq/airbyte/pull/22936) | Specified date formatting in specification |
+| 0.1.30 | 2023-01-27 | [22017](https://github.com/airbytehq/airbyte/pull/22017) | Set `AvailabilityStrategy` for streams explicitly to `None` |
+| 0.1.29 | 2022-11-02 | [18846](https://github.com/airbytehq/airbyte/pull/18846) | For "export" stream make line parsing more robust |
+| 0.1.28 | 2022-10-06 | [17699](https://github.com/airbytehq/airbyte/pull/17699) | Fix discover step issue cursor field None |
+| 0.1.27 | 2022-09-29 | [17415](https://github.com/airbytehq/airbyte/pull/17415) | Disable stream "cohort_members" on discover if not access |
+| 0.1.26 | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream states |
+| 0.1.25 | 2022-09-27 | [17145](https://github.com/airbytehq/airbyte/pull/17145) | Disable streams "export", "engage" on discover if not access |
+| 0.1.24 | 2022-09-26 | [16915](https://github.com/airbytehq/airbyte/pull/16915) | Added Service Accounts support |
+| 0.1.23 | 2022-09-18 | [16843](https://github.com/airbytehq/airbyte/pull/16843) | Add stream=True for `export` stream |
+| 0.1.22 | 2022-09-15 | [16770](https://github.com/airbytehq/airbyte/pull/16770) | Use "Retry-After" header for backoff |
+| 0.1.21 | 2022-09-11 | [16191](https://github.com/airbytehq/airbyte/pull/16191) | Improved connector's input configuration validation |
+| 0.1.20 | 2022-08-22 | [15091](https://github.com/airbytehq/airbyte/pull/15091) | Improve `export` stream cursor support |
+| 0.1.19 | 2022-08-18 | [15739](https://github.com/airbytehq/airbyte/pull/15739) | Update `titile` and `description` for `Project Secret` field |
+| 0.1.18 | 2022-07-21 | [14924](https://github.com/airbytehq/airbyte/pull/14924) | Remove `additionalProperties` field from schemas and specs |
+| 0.1.17 | 2022-06-01 | [13372](https://github.com/airbytehq/airbyte/pull/13372) | Acceptance tests fix, fixing some bugs for beta release |
+| 0.1.16 | 2022-05-30 | [12801](https://github.com/airbytehq/airbyte/pull/12801) | Add end_date parameter |
+| 0.1.15 | 2022-05-04 | [12482](https://github.com/airbytehq/airbyte/pull/12482) | Update input configuration copy |
+| 0.1.14 | 2022-05-02 | [11501](https://github.com/airbytehq/airbyte/pull/11501) | Improve incremental sync method to streams |
+| 0.1.13 | 2022-04-27 | [12335](https://github.com/airbytehq/airbyte/pull/12335) | Adding fixtures to mock time.sleep for connectors that explicitly sleep |
+| 0.1.12 | 2022-03-31 | [11633](https://github.com/airbytehq/airbyte/pull/11633) | Increase unit test coverage |
+| 0.1.11 | 2022-04-04 | [11318](https://github.com/airbytehq/airbyte/pull/11318) | Change Response Reading |
+| 0.1.10 | 2022-03-31 | [11227](https://github.com/airbytehq/airbyte/pull/11227) | Fix cohort id always null in the cohort_members stream |
+| 0.1.9 | 2021-12-07 | [8578](https://github.com/airbytehq/airbyte/pull/8578) | Updated titles and descriptions |
+| 0.1.7 | 2021-12-01 | [8381](https://github.com/airbytehq/airbyte/pull/8381) | Increased performance for `discovery` stage during connector setup |
 | 0.1.6      | 2021-11-25 | [8256](https://github.com/airbytehq/airbyte/issues/8256) | Deleted `date_window_size` and fix schemas date type issue                                                                                                                                                                                                                                                                                                                                                                         |
 | 0.1.5      | 2021-11-10 | [7451](https://github.com/airbytehq/airbyte/issues/7451) | Support `start_date` older than 1 year                                                                                                                                                                                                                                                                                                                                                                                             |
 | 0.1.4      | 2021-11-08 | [7499](https://github.com/airbytehq/airbyte/pull/7499)   | Remove base-python dependencies                                                                                                                                                                                                                                                                                                                                                                                                    |
diff --git a/docs/integrations/sources/mode.md b/docs/integrations/sources/mode.md
index 519a0033dcdb..ab6668a92cce 100644
--- a/docs/integrations/sources/mode.md
+++ b/docs/integrations/sources/mode.md
@@ -39,6 +39,7 @@ This Airbyte connector for Mode allows you to seamlessly sync data between Mode
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75755](https://github.com/airbytehq/airbyte/pull/75755) | Update dependencies |
 | 0.0.48 | 2026-03-17 | [75065](https://github.com/airbytehq/airbyte/pull/75065) | Update dependencies |
 | 0.0.47 | 2026-03-03 | [74181](https://github.com/airbytehq/airbyte/pull/74181) | Update dependencies |
 | 0.0.46 | 2026-02-17 | [73556](https://github.com/airbytehq/airbyte/pull/73556) | Update dependencies |
diff --git a/docs/integrations/sources/mongodb-v2-migrations.md b/docs/integrations/sources/mongodb-v2-migrations.md
index f155d193ff52..293bbe33e6f8 100644
--- a/docs/integrations/sources/mongodb-v2-migrations.md
+++ b/docs/integrations/sources/mongodb-v2-migrations.md
@@ -14,9 +14,9 @@ The issue has been identified and resolved.
 
 If you updated your source configuration during the incident window, you may find that your source config is now empty. In this case, simply re-enter your connection details and resume syncing as usual.
 
-If you are using **CDC (Incremental) syncs** and your oplog position was lost during this window, you will need to [refresh your connection](https://docs.airbyte.com/platform/operator-guides/refreshes). If you need assistance with this, please reach out to [Support](https://support.airbyte.com).
+If you are using **CDC (Incremental) syncs** and your oplog position was lost during this window, you will need to [refresh your connection](https://docs.airbyte.com/platform/operator-guides/refreshes). If you needed to run a full refresh to recover your sync, please reach out to our [Support](https://support.airbyte.com).
 
-If you have any questions, don't hesitate to contact our Support team.
+If you have any further questions, don't hesitate to contact us.
 
 ## Upgrading to 2.0.0
 
diff --git a/docs/integrations/sources/newsdata-io.md b/docs/integrations/sources/newsdata-io.md
index 622d1e3cd2bb..a8722e401802 100644
--- a/docs/integrations/sources/newsdata-io.md
+++ b/docs/integrations/sources/newsdata-io.md
@@ -31,6 +31,7 @@ Historical News is only available for premium users of NewsData service.
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75359](https://github.com/airbytehq/airbyte/pull/75359) | Update dependencies |
 | 0.0.46 | 2026-03-10 | [74591](https://github.com/airbytehq/airbyte/pull/74591) | Update dependencies |
 | 0.0.45 | 2026-03-03 | [72594](https://github.com/airbytehq/airbyte/pull/72594) | Update dependencies |
 | 0.0.44 | 2026-01-20 | [71655](https://github.com/airbytehq/airbyte/pull/71655) | Update dependencies |
diff --git a/docs/integrations/sources/nexiopay.md b/docs/integrations/sources/nexiopay.md
index fb9c99a66aa3..737a68d38850 100644
--- a/docs/integrations/sources/nexiopay.md
+++ b/docs/integrations/sources/nexiopay.md
@@ -28,6 +28,7 @@ API Reference: https://docs.nexiopay.com/reference/api-reference
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.34 | 2026-03-31 | [75785](https://github.com/airbytehq/airbyte/pull/75785) | Update dependencies |
 | 0.0.33 | 2026-03-10 | [74619](https://github.com/airbytehq/airbyte/pull/74619) | Update dependencies |
 | 0.0.32 | 2026-02-24 | [73873](https://github.com/airbytehq/airbyte/pull/73873) | Update dependencies |
 | 0.0.31 | 2026-02-17 | [73550](https://github.com/airbytehq/airbyte/pull/73550) | Update dependencies |
diff --git a/docs/integrations/sources/nexus-datasets.md b/docs/integrations/sources/nexus-datasets.md
index 5c0703860639..21f961973ec4 100644
--- a/docs/integrations/sources/nexus-datasets.md
+++ b/docs/integrations/sources/nexus-datasets.md
@@ -1,132 +1,134 @@
-# Nexus Datasets
-Nexus datasets is a solution to sync up with the current nexus data sets API.
-Data can be extracted from the nexus API after providing the required data in the config.
-Data set name should be provided aliong with the other details to sync the data.
-[API Documentation](https://developer.gtnexus.com/)
+# Nexus Datasets Source Connector
+
+Syncs data from the [GT Nexus Data API](https://developer.gtnexus.com/) into Airbyte. The connector authenticates using HMAC signatures and supports both full and incremental sync modes.
+
+---
 
 ## Prerequisites
 
-- Nexus customer organization with Data Mesh rights
-- Export data set created in the customer organization
-- Data API Agent user configured in the customer organization
+Before configuring the connector, ensure the following are in place in your Nexus environment:
 
-## Airbyte OSS and Airbyte Cloud
+- A Nexus customer organization with **Data Mesh** rights
+- An **Export Data Set** created within that organization
+- A **Data API Agent (DAPI) user** configured with the appropriate privileges
 
-- Name of the data set to be synced
-- Data API Agent user name / Cliend access key ID / Secret key for the Data API Agent user
-- Data Key (API Key) for the customer organization
+---
 
-## Setup guide
+## Nexus Setup
 
-### Step 1: Nexus Configuration
+### 1. Create a Customer Organization
 
-#### Step 1.1: Create Nexus Customer Organization
+Create a customer organization in the Nexus platform if one does not already exist.
 
-1. Create customer organization in the nexus platform
+### 2. Configure Data Mesh
 
-#### Step 1.2: Configure Data Mesh in the Customer Organization
+1. Log into the **admin side** of the Nexus application.
+2. Set up the **Data Mesh rule** for the organization.
+3. Create one or more users with **Data Mesh privileges**.
+4. Verify that the user can log into the Nexus platform.
 
-1. Log into the admin side of the nexus application
-2. Set up the Data Mesh rule for the organization
-3. Create users with the Data Mesh previledges
-4. Make sure this user can be logged in to the nexus platfrom
+### 3. Create an Export Data Pipeline
 
-#### Step 1.3: Configure export data pipeline in the Nexus
+1. Log into the Nexus platform as the Data Mesh user created above.
+2. Navigate to **Analytics → Data Mesh Console**.
+3. Click the **Export** tab to view exportable data sets.
+4. Click **Create** and build a new export pipeline using an existing model.
+5. Note the **Model Name** — you will need it during connector configuration.
+6. Schedule the data set to run.
 
-1. Log into the nexus platform using created user in the step 2
-2. Go to **Analytics** » **Data Mesh Console**
-3. Click on **Export** tab to go into the exportable data sets 
-4. Click **Create** to create new export pipeline using the existing models
-5. Schedule the data set to run
+### 4. Collect Configuration Values
 
-#### Step 1.4: Summary
+Before setting up the connector, gather the following from your Nexus environment:
 
-- Base URL for the nexus platform
-- Nexus customer organization with relevant user with rights
-- Export data set
-- Data API Agent user (DAPI user)
-- DAPI user id / access key id / secret key
-- Data key (API key)
+| Value | Description |
+|---|---|
+| Base URL | The base URL of your Nexus platform instance |
+| Dataset Name | The name of the data set to sync |
+| Model Name | The model name associated with the export pipeline |
+| DAPI User ID | The user ID for the Data API Agent user |
+| Access Key ID | The access key ID for the DAPI user |
+| Secret Key | The secret key for the DAPI user |
+| Data Key (API Key) | The API key for the customer organization |
 
-### Step 2: Set up the source connector in Airbyte
+---
 
-#### For Airbyte Cloud:
+## Connector Setup
 
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. In the left navigation bar, click **Sources**. In the top-right corner, click **+ new source**.
-3. On the source setup page, select **Nexus Datasets** from the Source type dropdown and enter a name for this connector.
-4. Add **Base URL**
-5. Add **Dataset Name**
-6. Add **Infor Streaming Mode (default Full)**
-7. Add **User ID**
-8. Add **Access Key ID**
-9. Add **Secret Key**
-10. Add **API Key**
-11. Click `Set up source`
+### Airbyte Cloud
 
-#### For Airbyte OSS:
+1. Log into [Airbyte Cloud](https://cloud.airbyte.com/workspaces).
+2. In the left navigation, click **Sources**, then **+ New source** in the top-right.
+3. Select **Nexus Datasets** from the Source type dropdown and give the connector a name.
+4. Fill in all configuration fields (see [Configuration](#configuration) below).
+5. Click **Set up source**.
 
-1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
-2. In the left navigation bar, click **Sources**. In the top-right corner, click **+ new source**.
-3. On the source setup page, select **Nexus Datasets** from the Source type dropdown and enter a name for this connector.
-4. Add **Base URL**
-5. Add **Dataset Name**
-6. Add **Infor Streaming Mode (default Full)**
-7. Add **User ID**
-8. Add **Access Key ID**
-9. Add **Secret Key**
-10. Add **API Key**
-11. Click `Set up source`.
+### Airbyte OSS
 
-### Configuration
+1. Open your local Airbyte instance.
+2. In the left navigation, click **Sources**, then **+ New source** in the top-right.
+3. Select **Nexus Datasets** from the Source type dropdown and give the connector a name.
+4. Fill in all configuration fields (see [Configuration](#configuration) below).
+5. Click **Set up source**.
 
-| Input | Type | Description | Default Value |
-|-------|------|-------------|---------------|
-| `base_url` | `string` | Base URL. Enter base url for your data set |  |
-| `dataset_name` | `string` | Name of the dataset. Enter dataset name to be synced |  |
-| `infor_streaming_mode` | `string` | Name of the dataset. Enter dataset name to be synced |  |
-| `user_id` | `string` | Data API agent user ID. Enter DAPI agent user id configured in the nexus |  |
-| `access_key_id` | `string` | Access key ID. Enter access key ID for the DAPI agent user |  |
-| `secret_key` | `string` | Secret key. Enter secret key for the DAPI agent user |  |
-| `api_key` | `string` | Data API key. Enter data API key for the organization |  |
+---
 
+## Configuration
 
+| Field | Type | Description | Default |
+|---|---|---|---|
+| `base_url` | string | Base URL of the Nexus platform instance | — |
+| `dataset_name` | string | Name of the data set to sync | — |
+| `dataset_model_name` | string | Model name for the export data pipeline | — |
+| `infor_streaming_mode` | string | Sync mode: `full` or `incremental` | `full` |
+| `user_id` | string | DAPI Agent user ID | — |
+| `access_key_id` | string | Access key ID for the DAPI Agent user | — |
+| `secret_key` | string | Secret key for the DAPI Agent user | — |
+| `api_key` | string | Data API key for the organization | — |
 
-### Supported sync modes
+---
 
-The Nexus Datasets source connector supports the following [sync modes](https://docs.airbyte.com/cloud/core-concepts#connection-sync-modes):
+## Supported Sync Modes
 
-- Full Refresh
-- Incremental
+| Mode | Supported |
+|---|---|
+| Full Refresh | ✅ |
+| Incremental | ✅ |
 
-### Streams
-| Stream Name | Primary Key | Pagination | Supports Full Sync | Supports Incremental |
-|-------------|-------------|------------|---------------------|----------------------|
-| datasets | ❌ | DefaultPaginator | ✅ |  ✅  |
+---
 
-### Custom Components
-NexusCustomAuthenticator is a primary component which handles the HMAC authentication for nexus API. 
+## Streams
 
-HMAC stands for Hash-based Message Authentication Code. In HMAC authentication, every request is independently established using a cryptographic hash function. For each API request, the client computes a hashed "signature" using a secret key and submits it in the Authorization header.
+| Stream | Primary Key | Pagination | Full Refresh | Incremental |
+|---|---|---|---|---|
+| `datasets` | — | DefaultPaginator | ✅ | ✅ |
 
-Please refer https://developer.infornexus.com/api/authentication-choices/hmac for more details to get the data to calculate the HMAC signature.
+---
 
-### Error Codes
-200 : Data set is ready to stream
-202 : Data set is not ready but try again later.
-304 : Data set is not ready, check the source again.
+## Authentication
 
+The connector uses **HMAC (Hash-based Message Authentication Code)** authentication, implemented in the `NexusCustomAuthenticator` component. For each API request, a cryptographic signature is computed using the secret key and submitted in the `Authorization` header — no session tokens or cookies are involved.
 
-## Changelog
+For full details on computing the HMAC signature, refer to the [Infor Nexus HMAC authentication documentation](https://developer.infornexus.com/api/authentication-choices/hmac).
+
+---
 
-<details>
-  <summary>Expand to review</summary>
+## API Response Codes
 
-| Version          | Date              | Pull Request | Subject        |
-|------------------|-------------------|--------------|----------------|
-| 0.1.3 | 2026-02-17 | [73548](https://github.com/airbytehq/airbyte/pull/73548) | Update dependencies |
-| 0.1.2 | 2026-02-10 | [73030](https://github.com/airbytehq/airbyte/pull/73030) | Update dependencies |
-| 0.1.1 | 2026-02-03 | [72789](https://github.com/airbytehq/airbyte/pull/72789) | Add missing registryOverrides to metadata.yaml |
-| 0.1.0 | 2025-09-30 | [69349](https://github.com/airbytehq/airbyte/pull/69349) | Nexus datasets connector first version |
+| Code | Meaning |
+|---|---|
+| `200` | Data set is ready to stream |
+| `202` | Data set is not yet ready — retry later |
+| `304` | Data set is not ready — check the data source |
+| `404` | Not found — verify your configuration values |
+
+---
+
+## Changelog
 
-</details>
+| Version | Date | Pull Request | Notes |
+|---|---|---|---|
+| 0.1.4 | 2026-04-06 | | Dynamic schema discovery |
+| 0.1.3 | 2026-02-17 | [#73548](https://github.com/airbytehq/airbyte/pull/73548) | Update dependencies |
+| 0.1.2 | 2026-02-10 | [#73030](https://github.com/airbytehq/airbyte/pull/73030) | Update dependencies |
+| 0.1.1 | 2026-02-03 | [#72789](https://github.com/airbytehq/airbyte/pull/72789) | Add missing `registryOverrides` to `metadata.yaml` |
+| 0.1.0 | 2025-09-30 | [#69349](https://github.com/airbytehq/airbyte/pull/69349) | Initial release |
diff --git a/docs/integrations/sources/ninjaone-rmm.md b/docs/integrations/sources/ninjaone-rmm.md
index a6711ce45ff7..d1fb6219bcf2 100644
--- a/docs/integrations/sources/ninjaone-rmm.md
+++ b/docs/integrations/sources/ninjaone-rmm.md
@@ -28,6 +28,7 @@ API Reference: https://app.ninjarmm.com/apidocs/?links.active=core
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.33 | 2026-03-31 | [75742](https://github.com/airbytehq/airbyte/pull/75742) | Update dependencies |
 | 0.0.32 | 2026-03-17 | [75066](https://github.com/airbytehq/airbyte/pull/75066) | Update dependencies |
 | 0.0.31 | 2026-03-10 | [74596](https://github.com/airbytehq/airbyte/pull/74596) | Update dependencies |
 | 0.0.30 | 2026-02-24 | [73833](https://github.com/airbytehq/airbyte/pull/73833) | Update dependencies |
diff --git a/docs/integrations/sources/nocrm.md b/docs/integrations/sources/nocrm.md
index 06bf08d352dd..39a7ab8375df 100644
--- a/docs/integrations/sources/nocrm.md
+++ b/docs/integrations/sources/nocrm.md
@@ -33,6 +33,7 @@
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75749](https://github.com/airbytehq/airbyte/pull/75749) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74623](https://github.com/airbytehq/airbyte/pull/74623) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [73578](https://github.com/airbytehq/airbyte/pull/73578) | Update dependencies |
 | 0.0.45 | 2026-02-10 | [73059](https://github.com/airbytehq/airbyte/pull/73059) | Update dependencies |
diff --git a/docs/integrations/sources/notion.md b/docs/integrations/sources/notion.md
index a31b9f6a2dfa..f64c8586f976 100644
--- a/docs/integrations/sources/notion.md
+++ b/docs/integrations/sources/notion.md
@@ -5,6 +5,7 @@ This page contains the setup guide and reference information for the Notion sour
 ## Prerequisites
 
 - Access to a [Notion](https://notion.so/login) workspace
+- You must be a workspace owner to create a Notion integration
 
 ## Setup guide
 
@@ -35,8 +36,8 @@ You must be the owner of the Notion workspace to create a new integration associ
 3. In the navbar, select [**Capabilities**](https://developers.notion.com/reference/capabilities). Check the following capabilities based on your use case:
 
 - [**Read content**](https://developers.notion.com/reference/capabilities#content-capabilities): required for all connections.
-- [**Read comments**](https://developers.notion.com/reference/capabilities#comment-capabilities): required if you wish to sync the `Comments` stream
-- [**Read user information**](https://developers.notion.com/reference/capabilities#user-capabilities) (either with or without emails): required if you wish to sync the `Users` stream
+- [**Read comments**](https://developers.notion.com/reference/capabilities#comment-capabilities): required if you want to sync the Comments stream.
+- [**Read user information**](https://developers.notion.com/reference/capabilities#user-capabilities) (with or without emails): required if you want to sync the Users stream.
 
 ### Step 2: Share pages and acquire authorization credentials
 
@@ -98,19 +99,19 @@ The Notion source connector supports the following [sync modes](https://docs.air
 | Pages        |                ✓                |                   ✓                   |
 | Users        |                ✓                |                                       |
 
-## Supported Streams
+## Supported streams
 
 The Notion source connector supports the following streams:
 
 - [Blocks](https://developers.notion.com/reference/retrieve-a-block): Retrieves content blocks for all synced pages, including recursively nested child blocks up to 30 levels deep. Block types `child_page`, `child_database`, and `ai_block` are excluded.
-- [Comments](https://developers.notion.com/reference/list-comments): Retrieves comments on all synced pages.
-- [Data Sources](https://developers.notion.com/reference/data-source): Retrieves data source objects, which represent the structured tables that contain pages and properties. This stream replaces the former `Databases` stream as of v4.0.0. For details on migrating, see the [Notion migration guide](notion-migrations.md).
+- [Comments](https://developers.notion.com/reference/list-comments): Retrieves comments on all synced pages. Requires the **Read comments** integration capability.
+- [Data Sources](https://developers.notion.com/reference/data-source): Retrieves data source objects. In the Notion API `2025-09-03`, a data source represents a structured table that contains pages and properties — previously called a "database." This stream replaces the former `Databases` stream as of v4.0.0. For details on migrating, see the [Notion migration guide](notion-migrations.md).
 - [Pages](https://developers.notion.com/reference/retrieve-a-page): Retrieves page objects from all shared pages.
-- [Users](https://developers.notion.com/reference/get-users): Retrieves user objects from the workspace.
+- [Users](https://developers.notion.com/reference/get-users): Retrieves user objects from the workspace. Requires the **Read user information** integration capability.
 
 ## Performance considerations
 
-The connector is restricted by Notion [request limits](https://developers.notion.com/reference/request-limits). The Notion connector should not run into Notion API limitations under normal usage. [Create an issue](https://github.com/airbytehq/airbyte/issues) if you encounter any rate limit issues that are not automatically retried successfully.
+The Notion API enforces a rate limit of approximately three requests per second per integration. When the connector receives an HTTP 429 response, it respects the `Retry-After` header and retries the request automatically. Rate-limited requests do not count toward the maximum retry limit, so syncs continue indefinitely until the rate limit clears. For more details, see Notion's [request limits](https://developers.notion.com/reference/request-limits) documentation.
 
 The Blocks stream recursively fetches child blocks up to 30 levels deep. Pages with deeply nested content can generate a large number of API requests, which may slow down syncs for workspaces with complex page structures.
 
@@ -121,6 +122,9 @@ The Blocks stream recursively fetches child blocks up to 30 levels deep. Pages w
 
 | Version     | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:------------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 4.0.5 | 2026-04-01 | [75577](https://github.com/airbytehq/airbyte/pull/75577) | Add `oauth_connector_input_specification` for declarative OAuth |
+| 4.0.4 | 2026-03-31 | [75747](https://github.com/airbytehq/airbyte/pull/75747) | Update dependencies |
+| 4.0.3 | 2026-03-30 | [75603](https://github.com/airbytehq/airbyte/pull/75603) | Fix 429 status code mapping from RETRY to RATE_LIMITED for improved rate limit handling and observability |
 | 4.0.2 | 2026-03-23 | [75290](https://github.com/airbytehq/airbyte/pull/75290) | Update v4.0.0 upgrade deadline to 2026-04-10 |
 | 4.0.1 | 2026-03-10 | [74616](https://github.com/airbytehq/airbyte/pull/74616) | Update dependencies |
 | 4.0.0 | 2026-02-25 | [74017](https://github.com/airbytehq/airbyte/pull/74017) | Migrate to Notion API version 2025-09-03: replace `databases` stream with `data_sources`, update page parent references, and add new schema fields |
diff --git a/docs/integrations/sources/nutshell.md b/docs/integrations/sources/nutshell.md
index 9142e0a5c651..eae4383f1a81 100644
--- a/docs/integrations/sources/nutshell.md
+++ b/docs/integrations/sources/nutshell.md
@@ -47,6 +47,7 @@ Using this connector we can extract data from various streams such as contacts ,
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75361](https://github.com/airbytehq/airbyte/pull/75361) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74615](https://github.com/airbytehq/airbyte/pull/74615) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73581](https://github.com/airbytehq/airbyte/pull/73581) | Update dependencies |
 | 0.0.47 | 2026-02-10 | [73062](https://github.com/airbytehq/airbyte/pull/73062) | Update dependencies |
diff --git a/docs/integrations/sources/nylas.md b/docs/integrations/sources/nylas.md
index 4c8bfd3c219a..7fa823aa24e3 100644
--- a/docs/integrations/sources/nylas.md
+++ b/docs/integrations/sources/nylas.md
@@ -33,6 +33,7 @@ The Nylas platform provides an integration layer that makes it easy to connect a
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.53 | 2026-03-31 | [75739](https://github.com/airbytehq/airbyte/pull/75739) | Update dependencies |
 | 0.0.52 | 2026-03-10 | [74611](https://github.com/airbytehq/airbyte/pull/74611) | Update dependencies |
 | 0.0.51 | 2026-03-03 | [74183](https://github.com/airbytehq/airbyte/pull/74183) | Update dependencies |
 | 0.0.50 | 2026-02-17 | [73547](https://github.com/airbytehq/airbyte/pull/73547) | Update dependencies |
diff --git a/docs/integrations/sources/onepagecrm.md b/docs/integrations/sources/onepagecrm.md
index ac7d7882f414..653f2bd9bc32 100644
--- a/docs/integrations/sources/onepagecrm.md
+++ b/docs/integrations/sources/onepagecrm.md
@@ -40,6 +40,7 @@ Using this stream we can extarct data from various streams such as contacts , de
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75673](https://github.com/airbytehq/airbyte/pull/75673) | Update dependencies |
 | 0.0.49 | 2026-03-24 | [74988](https://github.com/airbytehq/airbyte/pull/74988) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74659](https://github.com/airbytehq/airbyte/pull/74659) | Update dependencies |
 | 0.0.47 | 2026-03-03 | [73570](https://github.com/airbytehq/airbyte/pull/73570) | Update dependencies |
diff --git a/docs/integrations/sources/onesignal.md b/docs/integrations/sources/onesignal.md
index 9aea4e080d98..88e2a020ffe5 100644
--- a/docs/integrations/sources/onesignal.md
+++ b/docs/integrations/sources/onesignal.md
@@ -78,6 +78,7 @@ The connector is restricted by normal OneSignal [rate limits](https://documentat
 
 | Version | Date       | Pull Request                                             | Subject                                      |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------- |
+| 1.2.51 | 2026-03-31 | [75648](https://github.com/airbytehq/airbyte/pull/75648) | Update dependencies |
 | 1.2.50 | 2026-03-24 | [74991](https://github.com/airbytehq/airbyte/pull/74991) | Update dependencies |
 | 1.2.49 | 2026-03-10 | [74661](https://github.com/airbytehq/airbyte/pull/74661) | Update dependencies |
 | 1.2.48 | 2026-02-24 | [73815](https://github.com/airbytehq/airbyte/pull/73815) | Update dependencies |
diff --git a/docs/integrations/sources/openaq.md b/docs/integrations/sources/openaq.md
index e1c5dda64563..85159feb7d3f 100644
--- a/docs/integrations/sources/openaq.md
+++ b/docs/integrations/sources/openaq.md
@@ -38,6 +38,7 @@ Docs : https://docs.openaq.org/using-the-api/quick-start
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75652](https://github.com/airbytehq/airbyte/pull/75652) | Update dependencies |
 | 0.0.50 | 2026-03-17 | [74983](https://github.com/airbytehq/airbyte/pull/74983) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74664](https://github.com/airbytehq/airbyte/pull/74664) | Update dependencies |
 | 0.0.48 | 2026-03-03 | [74221](https://github.com/airbytehq/airbyte/pull/74221) | Update dependencies |
diff --git a/docs/integrations/sources/opinion-stage.md b/docs/integrations/sources/opinion-stage.md
index 7185f9172770..d44a66b804be 100644
--- a/docs/integrations/sources/opinion-stage.md
+++ b/docs/integrations/sources/opinion-stage.md
@@ -21,6 +21,7 @@ The Airbyte connector for [OpinionStage](https://opinionstage.com) enables seaml
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75649](https://github.com/airbytehq/airbyte/pull/75649) | Update dependencies |
 | 0.0.48 | 2026-03-17 | [74959](https://github.com/airbytehq/airbyte/pull/74959) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74655](https://github.com/airbytehq/airbyte/pull/74655) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73812](https://github.com/airbytehq/airbyte/pull/73812) | Update dependencies |
diff --git a/docs/integrations/sources/pabbly-subscriptions-billing.md b/docs/integrations/sources/pabbly-subscriptions-billing.md
index 7e0babb20faa..b3080ca54d41 100644
--- a/docs/integrations/sources/pabbly-subscriptions-billing.md
+++ b/docs/integrations/sources/pabbly-subscriptions-billing.md
@@ -32,6 +32,7 @@ Airbyte connector for [Pabbly Subscriptions Billing](https://www.pabbly.com/subs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75675](https://github.com/airbytehq/airbyte/pull/75675) | Update dependencies |
 | 0.0.46 | 2026-03-24 | [75327](https://github.com/airbytehq/airbyte/pull/75327) | Update dependencies |
 | 0.0.45 | 2026-03-10 | [74649](https://github.com/airbytehq/airbyte/pull/74649) | Update dependencies |
 | 0.0.44 | 2026-02-24 | [73814](https://github.com/airbytehq/airbyte/pull/73814) | Update dependencies |
diff --git a/docs/integrations/sources/pardot.md b/docs/integrations/sources/pardot.md
index 005fcc8a58ff..e28c38cfa271 100644
--- a/docs/integrations/sources/pardot.md
+++ b/docs/integrations/sources/pardot.md
@@ -94,6 +94,7 @@ If there are more endpoints you'd like Airbyte to support, please [create an iss
 
 | Version | Date       | Pull Request                                             | Subject               |
 | :------ | :--------- | :------------------------------------------------------- | :-------------------- |
+| 1.0.40 | 2026-03-31 | [75820](https://github.com/airbytehq/airbyte/pull/75820) | Update dependencies |
 | 1.0.39 | 2026-03-24 | [75021](https://github.com/airbytehq/airbyte/pull/75021) | Update dependencies |
 | 1.0.38 | 2026-03-10 | [74501](https://github.com/airbytehq/airbyte/pull/74501) | Update dependencies |
 | 1.0.37 | 2026-03-03 | [74170](https://github.com/airbytehq/airbyte/pull/74170) | Update dependencies |
diff --git a/docs/integrations/sources/partnerize.md b/docs/integrations/sources/partnerize.md
index 2e64971045e0..4556214e3170 100644
--- a/docs/integrations/sources/partnerize.md
+++ b/docs/integrations/sources/partnerize.md
@@ -29,6 +29,7 @@ Documentation: https://api-docs.partnerize.com/partner/#section/Introduction
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.33 | 2026-03-31 | [75818](https://github.com/airbytehq/airbyte/pull/75818) | Update dependencies |
 | 0.0.32 | 2026-03-10 | [74479](https://github.com/airbytehq/airbyte/pull/74479) | Update dependencies |
 | 0.0.31 | 2026-02-24 | [73835](https://github.com/airbytehq/airbyte/pull/73835) | Update dependencies |
 | 0.0.30 | 2026-02-03 | [72581](https://github.com/airbytehq/airbyte/pull/72581) | Update dependencies |
diff --git a/docs/integrations/sources/paypal-transaction.md b/docs/integrations/sources/paypal-transaction.md
index 449c856e17a6..d79ad59fb40c 100644
--- a/docs/integrations/sources/paypal-transaction.md
+++ b/docs/integrations/sources/paypal-transaction.md
@@ -264,6 +264,7 @@ The below table contains the configuraiton parameters available for this connect
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                      |
 | :------ | :--------- | :------------------------------------------------------- | :--------------------------------------------------------------------------------------------------------------------------- |
+| 2.6.30 | 2026-03-31 | [75850](https://github.com/airbytehq/airbyte/pull/75850) | Update dependencies |
 | 2.6.29 | 2026-03-24 | [75396](https://github.com/airbytehq/airbyte/pull/75396) | Update dependencies |
 | 2.6.28 | 2026-03-10 | [74484](https://github.com/airbytehq/airbyte/pull/74484) | Update dependencies |
 | 2.6.27 | 2026-03-03 | [73875](https://github.com/airbytehq/airbyte/pull/73875) | Update dependencies |
diff --git a/docs/integrations/sources/paystack.md b/docs/integrations/sources/paystack.md
index 5fa6b4efb1dc..00ae3f5a3536 100644
--- a/docs/integrations/sources/paystack.md
+++ b/docs/integrations/sources/paystack.md
@@ -68,6 +68,7 @@ The Paystack connector should not run into Paystack API limitations under normal
 
 | Version | Date       | Pull Request                                             | Subject                                                        |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------- |
+| 1.1.28 | 2026-03-31 | [75842](https://github.com/airbytehq/airbyte/pull/75842) | Update dependencies |
 | 1.1.27 | 2026-03-24 | [75399](https://github.com/airbytehq/airbyte/pull/75399) | Update dependencies |
 | 1.1.26 | 2026-03-10 | [74504](https://github.com/airbytehq/airbyte/pull/74504) | Update dependencies |
 | 1.1.25 | 2026-02-24 | [73876](https://github.com/airbytehq/airbyte/pull/73876) | Update dependencies |
diff --git a/docs/integrations/sources/pendo.md b/docs/integrations/sources/pendo.md
index 664407511f3a..088bbbc13ac0 100644
--- a/docs/integrations/sources/pendo.md
+++ b/docs/integrations/sources/pendo.md
@@ -64,6 +64,7 @@ The Pendo source connector supports the following [sync modes](https://docs.airb
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.2.47 | 2026-03-31 | [75826](https://github.com/airbytehq/airbyte/pull/75826) | Update dependencies |
 | 0.2.46 | 2026-03-24 | [74455](https://github.com/airbytehq/airbyte/pull/74455) | Update dependencies |
 | 0.2.45 | 2026-02-24 | [73847](https://github.com/airbytehq/airbyte/pull/73847) | Update dependencies |
 | 0.2.44 | 2026-02-17 | [73577](https://github.com/airbytehq/airbyte/pull/73577) | Update dependencies |
diff --git a/docs/integrations/sources/pennylane.md b/docs/integrations/sources/pennylane.md
index 4cf648c1bfde..f7de390e498c 100644
--- a/docs/integrations/sources/pennylane.md
+++ b/docs/integrations/sources/pennylane.md
@@ -28,6 +28,7 @@
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.3.30 | 2026-03-31 | [75817](https://github.com/airbytehq/airbyte/pull/75817) | Update dependencies |
 | 0.3.29 | 2026-03-17 | [75030](https://github.com/airbytehq/airbyte/pull/75030) | Update dependencies |
 | 0.3.28 | 2026-03-10 | [74480](https://github.com/airbytehq/airbyte/pull/74480) | Update dependencies |
 | 0.3.27 | 2026-02-24 | [73839](https://github.com/airbytehq/airbyte/pull/73839) | Update dependencies |
diff --git a/docs/integrations/sources/persona.md b/docs/integrations/sources/persona.md
index 09db6738b70d..25d2504ec863 100644
--- a/docs/integrations/sources/persona.md
+++ b/docs/integrations/sources/persona.md
@@ -28,6 +28,7 @@ Airbyte connector for [Persona](https://withpersona.com) that makes it easy to m
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75822](https://github.com/airbytehq/airbyte/pull/75822) | Update dependencies |
 | 0.0.50 | 2026-03-24 | [75402](https://github.com/airbytehq/airbyte/pull/75402) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74481](https://github.com/airbytehq/airbyte/pull/74481) | Update dependencies |
 | 0.0.48 | 2026-03-03 | [74157](https://github.com/airbytehq/airbyte/pull/74157) | Update dependencies |
diff --git a/docs/integrations/sources/picqer.md b/docs/integrations/sources/picqer.md
index c3b45c6951e9..f0cc00971158 100644
--- a/docs/integrations/sources/picqer.md
+++ b/docs/integrations/sources/picqer.md
@@ -42,6 +42,7 @@ Configure the API key as your username and leave password field as blank
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.52 | 2026-03-31 | [75846](https://github.com/airbytehq/airbyte/pull/75846) | Update dependencies |
 | 0.0.51 | 2026-03-17 | [74458](https://github.com/airbytehq/airbyte/pull/74458) | Update dependencies |
 | 0.0.50 | 2026-03-03 | [73199](https://github.com/airbytehq/airbyte/pull/73199) | Update dependencies |
 | 0.0.49 | 2026-02-03 | [72648](https://github.com/airbytehq/airbyte/pull/72648) | Update dependencies |
diff --git a/docs/integrations/sources/pipeliner.md b/docs/integrations/sources/pipeliner.md
index 41698b5166e9..bb9e8e67bdc7 100644
--- a/docs/integrations/sources/pipeliner.md
+++ b/docs/integrations/sources/pipeliner.md
@@ -48,6 +48,7 @@ Using this connector we fetch data from various streams such as contacts, data,
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.46 | 2026-03-31 | [75816](https://github.com/airbytehq/airbyte/pull/75816) | Update dependencies |
 | 0.0.45 | 2026-03-24 | [75404](https://github.com/airbytehq/airbyte/pull/75404) | Update dependencies |
 | 0.0.44 | 2026-03-10 | [74452](https://github.com/airbytehq/airbyte/pull/74452) | Update dependencies |
 | 0.0.43 | 2026-02-24 | [73854](https://github.com/airbytehq/airbyte/pull/73854) | Update dependencies |
diff --git a/docs/integrations/sources/planhat.md b/docs/integrations/sources/planhat.md
index 9d125a7dce26..c32c93560426 100644
--- a/docs/integrations/sources/planhat.md
+++ b/docs/integrations/sources/planhat.md
@@ -54,6 +54,7 @@ This Source is capable of syncing the following core Streams:
 
 | Version | Date       | Pull Request | Subject                                              |
 | ------- | ---------- | ------------ | ---------------------------------------------------- |
+| 0.0.52 | 2026-03-31 | [75844](https://github.com/airbytehq/airbyte/pull/75844) | Update dependencies |
 | 0.0.51 | 2026-03-17 | [75025](https://github.com/airbytehq/airbyte/pull/75025) | Update dependencies |
 | 0.0.50 | 2026-03-03 | [73878](https://github.com/airbytehq/airbyte/pull/73878) | Update dependencies |
 | 0.0.49 | 2026-02-17 | [73195](https://github.com/airbytehq/airbyte/pull/73195) | Update dependencies |
diff --git a/docs/integrations/sources/pokeapi.md b/docs/integrations/sources/pokeapi.md
index df850613e6af..b73983166983 100644
--- a/docs/integrations/sources/pokeapi.md
+++ b/docs/integrations/sources/pokeapi.md
@@ -39,6 +39,7 @@ The PokéAPI uses the same [JSONSchema](https://json-schema.org/understanding-js
 
 | Version | Date       | Pull Request                                             | Subject                                         |
 | :------ | :--------- | :------------------------------------------------------- | :---------------------------------------------- |
+| 0.3.52 | 2026-03-31 | [75872](https://github.com/airbytehq/airbyte/pull/75872) | Update dependencies |
 | 0.3.51 | 2026-03-24 | [75403](https://github.com/airbytehq/airbyte/pull/75403) | Update dependencies |
 | 0.3.50 | 2026-02-24 | [73837](https://github.com/airbytehq/airbyte/pull/73837) | Update dependencies |
 | 0.3.49 | 2026-02-10 | [73196](https://github.com/airbytehq/airbyte/pull/73196) | Update dependencies |
diff --git a/docs/integrations/sources/poplar.md b/docs/integrations/sources/poplar.md
index 9b323b5cb796..6441992fb974 100644
--- a/docs/integrations/sources/poplar.md
+++ b/docs/integrations/sources/poplar.md
@@ -24,6 +24,7 @@ Documentation: https://developers.heypoplar.com/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.35 | 2026-03-31 | [75869](https://github.com/airbytehq/airbyte/pull/75869) | Update dependencies |
 | 0.0.34 | 2026-03-17 | [74932](https://github.com/airbytehq/airbyte/pull/74932) | Update dependencies |
 | 0.0.33 | 2026-03-10 | [74643](https://github.com/airbytehq/airbyte/pull/74643) | Update dependencies |
 | 0.0.32 | 2026-02-24 | [73844](https://github.com/airbytehq/airbyte/pull/73844) | Update dependencies |
diff --git a/docs/integrations/sources/postgres.md b/docs/integrations/sources/postgres.md
index c5040322d2bc..76b39607df0f 100644
--- a/docs/integrations/sources/postgres.md
+++ b/docs/integrations/sources/postgres.md
@@ -355,310 +355,313 @@ According to Postgres [documentation](https://www.postgresql.org/docs/14/datatyp
 <details>
   <summary>Expand to review</summary>
 
-| Version | Date       | Pull Request                                             | Subject                                                                                                                                                                    |
-|---------|------------|----------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
-| 3.7.2   | 2026-03-04 | [74294](https://github.com/airbytehq/airbyte/pull/74294) | Fix CDC bug where a replication slot can be advanced too far, losing needed WAL segments. Remove CVEs.                                                                     |
-| 3.7.1   | 2026-01-27 | [72396](https://github.com/airbytehq/airbyte/pull/72396) | This version causes issues discovering streams for some users. Do not use.                                                                                                 |
-| 3.7.0   | 2025-08-12 | [57511](https://github.com/airbytehq/airbyte/pull/57511) | Add configurations for Azure authentication to Azure Postgres servers.                                                                                                     |
-| 3.6.35  | 2025-06-18 | [61527](https://github.com/airbytehq/airbyte/pull/61527) | Add error handling for connection issues and adopt the latest CDK version.                                                                                                 |
-| 3.6.34  | 2025-05-29 | [60876](https://github.com/airbytehq/airbyte/pull/60876) | Cache CDC initial state once constructed.                                                                                                                                  |
-| 3.6.33  | 2025-05-13 | [60214](https://github.com/airbytehq/airbyte/pull/60214) | Migrate to new Gradle flow.                                                                                                                                                |
-| 3.6.32  | 2025-05-08 | [59722](https://github.com/airbytehq/airbyte/pull/59722) | Consolidate gradle set up.                                                                                                                                                 |
-| 3.6.31  | 2025-04-24 | [58132](https://github.com/airbytehq/airbyte/pull/58132) | Fix vulnerabilities in dependencies.                                                                                                                                       |
-| 3.6.30  | 2025-03-06 | [55234](https://github.com/airbytehq/airbyte/pull/55234) | Update base image version for certified DB source connectors                                                                                                               |
-| 3.6.29  | 2025-02-13 | [53649](https://github.com/airbytehq/airbyte/pull/53649) | Fix issue that column default value did not get converted                                                                                                                  |
-| 3.6.28  | 2024-12-23 | [50870](https://github.com/airbytehq/airbyte/pull/50870) | Use airbyte/java-connector-base:2.0.0                                                                                                                                      |
-| 3.6.27  | 2024-12-23 | [50410](https://github.com/airbytehq/airbyte/pull/50410) | Use a non root base image.                                                                                                                                                 |
-| 3.6.26  | 2024-12-20 | [48495](https://github.com/airbytehq/airbyte/pull/48495) | Increase MAX_FIRST_RECORD_WAIT_TIME and use Debezium 3.0.1                                                                                                                 |
-| 3.6.25  | 2024-12-17 | [49838](https://github.com/airbytehq/airbyte/pull/49838) | Use a base image: airbyte/java-connector-base:1.0.0                                                                                                                        |
-| 3.6.24  | 2024-12-16 | [49469](https://github.com/airbytehq/airbyte/pull/49469) | Simplify CTID_TABLE_BLOCK_SIZE query for Postgres integration                                                                                                              |
-| 3.6.23  | 2024-11-13 | [48482](https://github.com/airbytehq/airbyte/pull/48482) | Convert large integer typed using NUMERIC(X, 0) into a BigInteger.  l                                                                                                      |
-| 3.6.22  | 2024-10-02 | [46900](https://github.com/airbytehq/airbyte/pull/46900) | Fixed a bug where source docs won't render on Airbyte 1.1                                                                                                                  |
-| 3.6.21  | 2024-10-02 | [46322](https://github.com/airbytehq/airbyte/pull/46322) | Support CDC against a read-replica (continuation)                                                                                                                          |
-| 3.6.20  | 2024-10-01 | [46299](https://github.com/airbytehq/airbyte/pull/46299) | Make postgres source compile and use the latest CDK                                                                                                                        |
-| 3.6.19  | 2024-09-17 | [45639](https://github.com/airbytehq/airbyte/pull/45639) | Adopt latest CDK to use the latest apache sshd mina to handle tcpkeepalive requests.                                                                                       |
-| 3.6.18  | 2024-08-28 | [44878](https://github.com/airbytehq/airbyte/pull/44878) | Enable tcpKeepAlive for jdbc connection.                                                                                                                                   |
-| 3.6.17  | 2024-08-27 | [44841](https://github.com/airbytehq/airbyte/pull/44841) | Adopt latest CDK.                                                                                                                                                          |
-| 3.6.16  | 2024-08-15 | [44119](https://github.com/airbytehq/airbyte/pull/44119) | Fix incorrect final state on initial read in CDC mode.                                                                                                                     |
-| 3.6.15  | 2024-08-12 | [43945](https://github.com/airbytehq/airbyte/pull/43945) | Add missing replication slot config error.                                                                                                                                 |
-| 3.6.14  | 2024-08-08 | [43418](https://github.com/airbytehq/airbyte/pull/43418) | Adopt latest CDK.                                                                                                                                                          |
-| 3.6.13  | 2024-07-30 | [42869](https://github.com/airbytehq/airbyte/pull/42869) | Adopt latest CDK.                                                                                                                                                          |
-| 3.6.12  | 2024-07-30 | [42550](https://github.com/airbytehq/airbyte/pull/42550) | Correctly report stream states.                                                                                                                                            |
-| 3.6.11  | 2024-07-29 | [42852](https://github.com/airbytehq/airbyte/pull/42852) | Bump CDK version to latest to use new bug fixes on error translation.                                                                                                      |
-| 3.6.10  | 2024-07-23 | [42417](https://github.com/airbytehq/airbyte/pull/42417) | Handle null error message in ConnectorExceptionHandler.                                                                                                                    |
-| 3.6.9   | 2024-07-23 | [42421](https://github.com/airbytehq/airbyte/pull/42421) | Remove final transient error emitter iterators.                                                                                                                            |
-| 3.6.8   | 2024-07-22 | [41622](https://github.com/airbytehq/airbyte/pull/41622) | Bump CDK version to latest.                                                                                                                                                |
-| 3.6.7   | 2024-07-22 | [42411](https://github.com/airbytehq/airbyte/pull/42411) | Hide the "initial load timeout in hours" field by default in UI                                                                                                            |
-| 3.6.6   | 2024-07-22 | [41622](https://github.com/airbytehq/airbyte/pull/41622) | Fix bug in CDC syncing                                                                                                                                                     |
-| 3.6.5   | 2024-07-22 | [42024](https://github.com/airbytehq/airbyte/pull/42024) | Fix a bug on resuming from a failed attempt.                                                                                                                               |
-| 3.6.4   | 2024-07-17 | [42087](https://github.com/airbytehq/airbyte/pull/42087) | Translate more errors for Postgres source.                                                                                                                                 |
-| 3.6.3   | 2024-07-19 | [42122](https://github.com/airbytehq/airbyte/pull/42122) | Improve wass error message + logging.                                                                                                                                      |
-| 3.6.2   | 2024-07-18 | [42108](https://github.com/airbytehq/airbyte/pull/42108) | Disable incremental sync for view streams in xmin replication mode                                                                                                         |
-| 3.6.1   | 2024-07-05 | [40716](https://github.com/airbytehq/airbyte/pull/40716) | Fix typo in connector specification                                                                                                                                        |
-| 3.6.0   | 2024-07-17 | [40208](https://github.com/airbytehq/airbyte/pull/40208) | Start using the new error Postgres source error handler that comes with a new error translation layer.                                                                     |
-| 3.5.2   | 2024-07-17 | [42068](https://github.com/airbytehq/airbyte/pull/42068) | Add analytics for WASS case occurrence.                                                                                                                                    |
-| 3.5.1   | 2024-07-17 | [42055](https://github.com/airbytehq/airbyte/pull/42055) | Add debezium heartbeat timeout back to shutdown debezium.                                                                                                                  |
-| 3.5.0   | 2024-07-17 | [41651](https://github.com/airbytehq/airbyte/pull/41651) | Implement WASS algo - large initial snapshots shouldn't block CDC.                                                                                                         |
-| 3.4.26  | 2024-07-15 | [41654](https://github.com/airbytehq/airbyte/pull/41654) | Allow null value for array typed columns in CDC.                                                                                                                           |
-| 3.4.25  | 2024-07-12 | [41651](https://github.com/airbytehq/airbyte/pull/41651) | Throw transient error if tables of interest and undergoing full vacuum.                                                                                                    |
-| 3.4.24  | 2024-07-05 | [41067](https://github.com/airbytehq/airbyte/pull/41067) | Fix Postgres sending duplicated streams                                                                                                                                    |
-| 3.4.23  | 2024-07-01 | [40757](https://github.com/airbytehq/airbyte/pull/40757) | Rollback 3.4.22.                                                                                                                                                           |
-| 3.4.21  | 2024-07-01 | [40516](https://github.com/airbytehq/airbyte/pull/40516) | Remove dbz hearbeat.                                                                                                                                                       |
-| 3.4.20  | 2024-06-23 | [40559](https://github.com/airbytehq/airbyte/pull/40559) | Remove strict check for stream states of unknown types                                                                                                                     |
-| 3.4.19  | 2024-06-23 | [40223](https://github.com/airbytehq/airbyte/pull/40223) | Revert the changes introduced in version 3.4.15.                                                                                                                           |
-| 3.4.18  | 2024-06-14 | [39349](https://github.com/airbytehq/airbyte/pull/39349) | Full refresh stream sending internal count metadata.                                                                                                                       |
-| 3.4.17  | 2024-06-13 | [39460](https://github.com/airbytehq/airbyte/pull/39460) | Bump postgres JDBC driver version                                                                                                                                          |
-| 3.4.16  | 2024-05-29 | [39474](https://github.com/airbytehq/airbyte/pull/39474) | Adopt latest CDK.                                                                                                                                                          |
-| 3.4.15  | 2024-05-29 | [38773](https://github.com/airbytehq/airbyte/pull/38773) | Connect with adaptiveFetch=true.                                                                                                                                           |
-| 3.4.14  | 2024-06-08 | [39353](https://github.com/airbytehq/airbyte/pull/39353) | Upgrade Debezium to 2.6.2                                                                                                                                                  |
-| 3.4.13  | 2024-06-04 | [38875](https://github.com/airbytehq/airbyte/pull/38875) | read() throws config exception upon detecting transaction ID wraparound.                                                                                                   |
-| 3.4.12  | 2024-06-04 | [38836](https://github.com/airbytehq/airbyte/pull/38836) | check() throws config error upon detecting transaction ID wraparound.                                                                                                      |
-| 3.4.11  | 2024-06-04 | [38848](https://github.com/airbytehq/airbyte/pull/38848) | Improve UI message and doc on xmin                                                                                                                                         |
-| 3.4.10  | 2024-05-29 | [38584](https://github.com/airbytehq/airbyte/pull/38584) | Set is_resumable flag in discover.                                                                                                                                         |
-| 3.4.9   | 2024-05-29 | [38775](https://github.com/airbytehq/airbyte/pull/38775) | Publish CDK                                                                                                                                                                |
-| 3.4.9   | 2024-05-28 | [38716](https://github.com/airbytehq/airbyte/pull/38716) | Publish CDK                                                                                                                                                                |
-| 3.4.8   | 2024-05-28 | [38716](https://github.com/airbytehq/airbyte/pull/38716) | Stream status for postgres                                                                                                                                                 |
-| 3.4.7   | 2024-05-20 | [38365](https://github.com/airbytehq/airbyte/pull/38365) | Rollback a previously version (3.4.6)                                                                                                                                      |
-| 3.4.5   | 2024-05-16 | [38303](https://github.com/airbytehq/airbyte/pull/38303) | Streams not in the CDC publication still have a cursor and PK.                                                                                                             |
-| 3.4.4   | 2024-05-15 | [38208](https://github.com/airbytehq/airbyte/pull/38208) | disable counts in full refresh stream in state message.                                                                                                                    |
-| 3.4.3   | 2024-05-13 | [38104](https://github.com/airbytehq/airbyte/pull/38104) | Handle transient error messages.                                                                                                                                           |
-| 3.4.2   | 2024-05-10 | [38171](https://github.com/airbytehq/airbyte/pull/38171) | Bug fix on final state setup.                                                                                                                                              |
-| 3.4.1   | 2024-05-10 | [38130](https://github.com/airbytehq/airbyte/pull/38130) | Bug fix on old PG where ctid column not found when stream is a view.                                                                                                       |
-| 3.4.0   | 2024-04-29 | [37112](https://github.com/airbytehq/airbyte/pull/37112) | resumeable full refresh.                                                                                                                                                   |
-| 3.3.33  | 2024-05-07 | [38030](https://github.com/airbytehq/airbyte/pull/38030) | Mark PG hot standby error as transient.                                                                                                                                    |
-| 3.3.32  | 2024-04-30 | [37758](https://github.com/airbytehq/airbyte/pull/37758) | Correct previous release to disable debezium retries                                                                                                                       |
-| 3.3.31  | 2024-04-30 | [37754](https://github.com/airbytehq/airbyte/pull/37754) | Add CDC logs                                                                                                                                                               |
-| 3.3.30  | 2024-04-30 | [37726](https://github.com/airbytehq/airbyte/pull/37726) | Remove debezium retries                                                                                                                                                    |
-| 3.3.29  | 2024-04-23 | [37509](https://github.com/airbytehq/airbyte/pull/37509) | remove excessive logs                                                                                                                                                      |
-| 3.3.28  | 2024-04-23 | [37509](https://github.com/airbytehq/airbyte/pull/37509) | Better error messages on switching between sync modes.                                                                                                                     |
-| 3.3.27  | 2024-04-22 | [37445](https://github.com/airbytehq/airbyte/pull/37445) | Remove legacy bad values handling code.                                                                                                                                    |
-| 3.3.26  | 2024-04-10 | [36982](https://github.com/airbytehq/airbyte/pull/36982) | Populate airbyte_meta.changes for xmin path                                                                                                                                |
-| 3.3.25  | 2024-04-10 | [36981](https://github.com/airbytehq/airbyte/pull/36981) | Track latest CDK                                                                                                                                                           |
-| 3.3.24  | 2024-04-10 | [36865](https://github.com/airbytehq/airbyte/pull/36865) | Track latest CDK                                                                                                                                                           |
-| 3.3.23  | 2024-04-02 | [36759](https://github.com/airbytehq/airbyte/pull/36759) | Track latest CDK                                                                                                                                                           |
-| 3.3.22  | 2024-04-01 | [36739](https://github.com/airbytehq/airbyte/pull/36739) | Fix useLocalCdk flag.                                                                                                                                                      |
-| 3.3.21  | 2024-03-25 | [36584](https://github.com/airbytehq/airbyte/pull/36584) | Adopt Kotlin CDK.                                                                                                                                                          |
-| 3.3.20  | 2024-03-25 | [36432](https://github.com/airbytehq/airbyte/pull/36432) | Failure to serialize values from Postgres DB shouldn't fail sync.                                                                                                          |
-| 3.3.19  | 2024-03-12 | [36333](https://github.com/airbytehq/airbyte/pull/36333) | Use newest CDK - deprecate dbz iterator                                                                                                                                    |
-| 3.3.18  | 2024-03-12 | [35599](https://github.com/airbytehq/airbyte/pull/35599) | Use newest CDK                                                                                                                                                             |
-| 3.3.17  | 2024-03-12 | [35939](https://github.com/airbytehq/airbyte/pull/35939) | Use lsn_commit value instead of lsn_proc for CDC checkpointing logic.                                                                                                      |
-| 3.3.16  | 2024-03-11 | [35904](https://github.com/airbytehq/airbyte/pull/35904) | Adopt Java CDK 0.23.1- debezium retries.                                                                                                                                   |
-| 3.3.15  | 2024-02-29 | [34724](https://github.com/airbytehq/airbyte/pull/34724) | Add record count in state message.                                                                                                                                         |
-| 3.3.14  | 2024-03-06 | [35842](https://github.com/airbytehq/airbyte/pull/35842) | Add logging to understand cases with a large number of records with the same LSN.                                                                                          |
-| 3.3.13  | 2024-02-27 | [35675](https://github.com/airbytehq/airbyte/pull/35675) | Fix invalid cdc error message.                                                                                                                                             |
-| 3.3.12  | 2024-02-22 | [35569](https://github.com/airbytehq/airbyte/pull/35569) | Fix logging bug.                                                                                                                                                           |
-| 3.3.11  | 2024-02-20 | [35304](https://github.com/airbytehq/airbyte/pull/35304) | Add config to throw an error on invalid CDC position and enable it by default.                                                                                             |
-| 3.3.10  | 2024-02-13 | [34751](https://github.com/airbytehq/airbyte/pull/34751) | Emit analytics message for invalid CDC cursor.                                                                                                                             |
-| 3.3.9   | 2024-02-13 | [35224](https://github.com/airbytehq/airbyte/pull/35224) | Adopt CDK 0.20.4                                                                                                                                                           |
-| 3.3.8   | 2024-02-08 | [34751](https://github.com/airbytehq/airbyte/pull/34751) | Adopt CDK 0.19.0                                                                                                                                                           |
-| 3.3.7   | 2024-02-08 | [34781](https://github.com/airbytehq/airbyte/pull/34781) | Add a setting in the setup page to advance the LSN.                                                                                                                        |
-| 3.3.6   | 2024-02-07 | [34892](https://github.com/airbytehq/airbyte/pull/34892) | Adopt CDK v0.16.6                                                                                                                                                          |
-| 3.3.5   | 2024-02-07 | [34948](https://github.com/airbytehq/airbyte/pull/34948) | Adopt CDK v0.16.5                                                                                                                                                          |
-| 3.3.4   | 2024-01-31 | [34723](https://github.com/airbytehq/airbyte/pull/34723) | Adopt CDK v0.16.3                                                                                                                                                          |
-| 3.3.3   | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0                                                                                                                                                          |
-| 3.3.2   | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode.                                                                                                                            |
-| 3.3.1   | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5.                                                                                                                                             |
-| 3.3.0   | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag                                                                                                                                                   |
-| 3.2.27  | 2023-12-18 | [33605](https://github.com/airbytehq/airbyte/pull/33605) | Advance Postgres LSN for PG 14 & below.                                                                                                                                    |
-| 3.2.26  | 2023-12-11 | [32961](https://github.com/airbytehq/airbyte/pull/32961) | Support for better debugging tools.                                                                                                                                        |
-| 3.2.25  | 2023-11-29 | [32961](https://github.com/airbytehq/airbyte/pull/32961) | Bump debezium wait time default to 20 min.                                                                                                                                 |
-| 3.2.24  | 2023-11-28 | [32686](https://github.com/airbytehq/airbyte/pull/32686) | Better logging to understand dbz closing reason attribution.                                                                                                               |
-| 3.2.23  | 2023-11-28 | [32891](https://github.com/airbytehq/airbyte/pull/32891) | Fix CDK dependency in build.                                                                                                                                               |
-| 3.2.22  | 2023-11-22 | [32656](https://github.com/airbytehq/airbyte/pull/32656) | Adopt java CDK version 0.5.0.                                                                                                                                              |
-| 3.2.21  | 2023-11-07 | [31856](https://github.com/airbytehq/airbyte/pull/31856) | handle date/timestamp infinity values properly                                                                                                                             |
-| 3.2.20  | 2023-11-06 | [32193](https://github.com/airbytehq/airbyte/pull/32193) | Adopt java CDK version 0.4.1.                                                                                                                                              |
-| 3.2.19  | 2023-11-03 | [32050](https://github.com/airbytehq/airbyte/pull/32050) | Adopt java CDK version 0.4.0.                                                                                                                                              |
-| 3.2.18  | 2023-11-01 | [29038](https://github.com/airbytehq/airbyte/pull/29038) | Fix typo (s/Airbtye/Airbyte/)                                                                                                                                              |
-| 3.2.17  | 2023-11-01 | [32068](https://github.com/airbytehq/airbyte/pull/32068) | Bump Debezium 2.2.0Final -> 2.4.0Final                                                                                                                                     |
-| 3.2.16  | 2023-10-31 | [31976](https://github.com/airbytehq/airbyte/pull/31976) | Speed up tests involving Debezium                                                                                                                                          |
-| 3.2.15  | 2023-10-30 | [31960](https://github.com/airbytehq/airbyte/pull/31960) | Adopt java CDK version 0.2.0.                                                                                                                                              |
-| 3.2.14  | 2023-10-24 | [31792](https://github.com/airbytehq/airbyte/pull/31792) | Fix error message link on issue with standby                                                                                                                               |
-| 3.2.14  | 2023-10-24 | [31792](https://github.com/airbytehq/airbyte/pull/31792) | fail sync when debezeum fails to shutdown cleanly                                                                                                                          |
-| 3.2.13  | 2023-10-16 | [31029](https://github.com/airbytehq/airbyte/pull/31029) | Enforces encrypted traffic settings when env var DEPLOYMENT_MODE = CLOUD.                                                                                                  |
-| 3.1.13  | 2023-10-13 | [31309](https://github.com/airbytehq/airbyte/pull/31309) | Addressed decimals being incorrectly deserialized into scientific notation.                                                                                                |
-| 3.1.12  | 2023-10-12 | [31328](https://github.com/airbytehq/airbyte/pull/31328) | Improvements to initial load of tables in older versions of postgres.                                                                                                      |
-| 3.1.11  | 2023-10-11 | [31322](https://github.com/airbytehq/airbyte/pull/31322) | Correct previous release                                                                                                                                                   |
-| 3.1.10  | 2023-09-29 | [30806](https://github.com/airbytehq/airbyte/pull/30806) | Cap log line length to 32KB to prevent loss of records.                                                                                                                    |
-| 3.1.9   | 2023-09-25 | [30534](https://github.com/airbytehq/airbyte/pull/30534) | Fix JSONB[] column type handling bug.                                                                                                                                      |
-| 3.1.8   | 2023-09-20 | [30125](https://github.com/airbytehq/airbyte/pull/30125) | Improve initial load performance for older versions of PostgreSQL.                                                                                                         |
-| 3.1.7   | 2023-09-05 | [29672](https://github.com/airbytehq/airbyte/pull/29672) | Handle VACUUM happening during initial sync                                                                                                                                |
-| 3.1.6   | 2023-08-24 | [29821](https://github.com/airbytehq/airbyte/pull/29821) | Set replication_method display_type to radio, update titles and descriptions, and make CDC the default choice                                                              |
-| 3.1.5   | 2023-08-22 | [29534](https://github.com/airbytehq/airbyte/pull/29534) | Support "options" JDBC URL parameter                                                                                                                                       |
-| 3.1.4   | 2023-08-21 | [28687](https://github.com/airbytehq/airbyte/pull/28687) | Under the hood: Add dependency on Java CDK v0.0.2.                                                                                                                         |
-| 3.1.3   | 2023-08-03 | [28708](https://github.com/airbytehq/airbyte/pull/28708) | Enable checkpointing snapshots in CDC connections                                                                                                                          |
-| 3.1.2   | 2023-08-01 | [28954](https://github.com/airbytehq/airbyte/pull/28954) | Fix an issue that prevented use of tables with names containing uppercase letters                                                                                          |
-| 3.1.1   | 2023-07-31 | [28892](https://github.com/airbytehq/airbyte/pull/28892) | Fix an issue that prevented use of cursor columns with names containing uppercase letters                                                                                  |
-| 3.1.0   | 2023-07-25 | [28339](https://github.com/airbytehq/airbyte/pull/28339) | Checkpointing initial load for incremental syncs: enabled for xmin and cursor based only.                                                                                  |
-| 3.0.2   | 2023-07-18 | [28336](https://github.com/airbytehq/airbyte/pull/28336) | Add full-refresh mode back to Xmin syncs.                                                                                                                                  |
-| 3.0.1   | 2023-07-14 | [28345](https://github.com/airbytehq/airbyte/pull/28345) | Increment patch to trigger a rebuild                                                                                                                                       |
-| 3.0.0   | 2023-07-12 | [27442](https://github.com/airbytehq/airbyte/pull/27442) | Set \_ab_cdc_lsn as the source defined cursor for CDC mode to prepare for Destination v2 normalization                                                                     |
-| 2.1.1   | 2023-07-06 | [26723](https://github.com/airbytehq/airbyte/pull/26723) | Add new xmin replication method.                                                                                                                                           |
-| 2.1.0   | 2023-06-26 | [27737](https://github.com/airbytehq/airbyte/pull/27737) | License Update: Elv2                                                                                                                                                       |
-| 2.0.34  | 2023-06-20 | [27212](https://github.com/airbytehq/airbyte/pull/27212) | Fix silent exception swallowing in StreamingJdbcDatabase                                                                                                                   |
-| 2.0.33  | 2023-06-01 | [26873](https://github.com/airbytehq/airbyte/pull/26873) | Add prepareThreshold=0 to JDBC url to mitigate PGBouncer prepared statement [X] already exists.                                                                            |
-| 2.0.32  | 2023-05-31 | [26810](https://github.com/airbytehq/airbyte/pull/26810) | Remove incremental sync estimate from Postgres to increase performance.                                                                                                    |
-| 2.0.31  | 2023-05-25 | [26633](https://github.com/airbytehq/airbyte/pull/26633) | Collect and log information related to full vacuum operation in db                                                                                                         |
-| 2.0.30  | 2023-05-25 | [26473](https://github.com/airbytehq/airbyte/pull/26473) | CDC : Limit queue size                                                                                                                                                     |
-| 2.0.29  | 2023-05-18 | [25898](https://github.com/airbytehq/airbyte/pull/25898) | Translate Numeric values without decimal, e.g: NUMERIC(38,0), as BigInt instead of Double                                                                                  |
-| 2.0.28  | 2023-04-27 | [25401](https://github.com/airbytehq/airbyte/pull/25401) | CDC : Upgrade Debezium to version 2.2.0                                                                                                                                    |
-| 2.0.27  | 2023-04-26 | [24971](https://github.com/airbytehq/airbyte/pull/24971) | Emit stream status updates                                                                                                                                                 |
-| 2.0.26  | 2023-04-26 | [25560](https://github.com/airbytehq/airbyte/pull/25560) | Revert some logging changes                                                                                                                                                |
-| 2.0.25  | 2023-04-24 | [25459](https://github.com/airbytehq/airbyte/pull/25459) | Better logging formatting                                                                                                                                                  |
-| 2.0.24  | 2023-04-19 | [25345](https://github.com/airbytehq/airbyte/pull/25345) | Logging : Log database indexes per stream                                                                                                                                  |
-| 2.0.23  | 2023-04-19 | [24582](https://github.com/airbytehq/airbyte/pull/24582) | CDC : Enable frequent state emission during incremental syncs + refactor for performance improvement                                                                       |
-| 2.0.22  | 2023-04-17 | [25220](https://github.com/airbytehq/airbyte/pull/25220) | Logging changes : Log additional metadata & clean up noisy logs                                                                                                            |
-| 2.0.21  | 2023-04-12 | [25131](https://github.com/airbytehq/airbyte/pull/25131) | Make Client Certificate and Client Key always show                                                                                                                         |
-| 2.0.20  | 2023-04-11 | [24859](https://github.com/airbytehq/airbyte/pull/24859) | Removed SSL toggle and rely on SSL mode dropdown to enable/disable SSL                                                                                                     |
-| 2.0.19  | 2023-04-11 | [24656](https://github.com/airbytehq/airbyte/pull/24656) | CDC minor refactor                                                                                                                                                         |
-| 2.0.18  | 2023-04-06 | [24820](https://github.com/airbytehq/airbyte/pull/24820) | Fix data loss bug during an initial failed non-CDC incremental sync                                                                                                        |
-| 2.0.17  | 2023-04-05 | [24622](https://github.com/airbytehq/airbyte/pull/24622) | Allow streams not in CDC publication to be synced in Full-refresh mode                                                                                                     |
-| 2.0.16  | 2023-04-05 | [24895](https://github.com/airbytehq/airbyte/pull/24895) | Fix spec for cloud                                                                                                                                                         |
-| 2.0.15  | 2023-04-04 | [24833](https://github.com/airbytehq/airbyte/pull/24833) | Fix Debezium retry policy configuration                                                                                                                                    |
-| 2.0.14  | 2023-04-03 | [24609](https://github.com/airbytehq/airbyte/pull/24609) | Disallow the "disable" SSL Modes                                                                                                                                           |
-| 2.0.13  | 2023-03-28 | [24166](https://github.com/airbytehq/airbyte/pull/24166) | Fix InterruptedException bug during Debezium shutdown                                                                                                                      |
-| 2.0.12  | 2023-03-27 | [24373](https://github.com/airbytehq/airbyte/pull/24373) | Add CDC checkpoint state messages                                                                                                                                          |
-| 2.0.11  | 2023-03-23 | [24446](https://github.com/airbytehq/airbyte/pull/24446) | Set default SSL Mode to require in strict-encrypt                                                                                                                          |
-| 2.0.10  | 2023-03-23 | [24417](https://github.com/airbytehq/airbyte/pull/24417) | Add field groups and titles to improve display of connector setup form                                                                                                     |
-| 2.0.9   | 2023-03-22 | [20760](https://github.com/airbytehq/airbyte/pull/20760) | Removed redundant date-time datatypes formatting                                                                                                                           |
-| 2.0.8   | 2023-03-22 | [24255](https://github.com/airbytehq/airbyte/pull/24255) | Add field groups and titles to improve display of connector setup form                                                                                                     |
-| 2.0.7   | 2023-03-21 | [24207](https://github.com/airbytehq/airbyte/pull/24207) | Fix incorrect schema change warning in CDC mode                                                                                                                            |
-| 2.0.6   | 2023-03-21 | [24271](https://github.com/airbytehq/airbyte/pull/24271) | Fix NPE in CDC mode                                                                                                                                                        |
-| 2.0.5   | 2023-03-21 | [21533](https://github.com/airbytehq/airbyte/pull/21533) | Add integration with datadog                                                                                                                                               |
-| 2.0.4   | 2023-03-21 | [24275](https://github.com/airbytehq/airbyte/pull/24275) | Fix error with CDC checkpointing                                                                                                                                           |
-| 2.0.3   | 2023-03-14 | [24000](https://github.com/airbytehq/airbyte/pull/24000) | Removed check method call on read.                                                                                                                                         |
-| 2.0.2   | 2023-03-13 | [21727](https://github.com/airbytehq/airbyte/pull/21727) | Add state checkpointing for CDC sync.                                                                                                                                      |
-| 2.0.0   | 2023-03-06 | [23112](https://github.com/airbytehq/airbyte/pull/23112) | Upgrade Debezium version to 2.1.2                                                                                                                                          |
-| 1.0.51  | 2023-03-02 | [23642](https://github.com/airbytehq/airbyte/pull/23642) | Revert : Support JSONB datatype for Standard sync mode                                                                                                                     |
-| 1.0.50  | 2023-02-27 | [21695](https://github.com/airbytehq/airbyte/pull/21695) | Support JSONB datatype for Standard sync mode                                                                                                                              |
-| 1.0.49  | 2023-02-24 | [23383](https://github.com/airbytehq/airbyte/pull/23383) | Fixed bug with non readable double-quoted values within a database name or column name                                                                                     |
-| 1.0.48  | 2023-02-23 | [22623](https://github.com/airbytehq/airbyte/pull/22623) | Increase max fetch size of JDBC streaming mode                                                                                                                             |
-| 1.0.47  | 2023-02-22 | [23138](https://github.com/airbytehq/airbyte/pull/23138) | Fix previous versions which doesn't verify privileges correctly, preventing CDC syncs to run.                                                                              |
-| 1.0.46  | 2023-02-21 | [23105](https://github.com/airbytehq/airbyte/pull/23105) | Include log levels and location information (class, method and line number) with source connector logs published to Airbyte Platform.                                      |
-| 1.0.45  | 2023-02-09 | [22371](https://github.com/airbytehq/airbyte/pull/22371) | Ensures that user has required privileges for CDC syncs.                                                                                                                   |
-|         | 2023-02-15 | [23028](https://github.com/airbytehq/airbyte/pull/23028) |                                                                                                                                                                            |
-| 1.0.44  | 2023-02-06 | [22221](https://github.com/airbytehq/airbyte/pull/22221) | Exclude new set of system tables when using `pg_stat_statements` extension.                                                                                                |
-| 1.0.43  | 2023-02-06 | [21634](https://github.com/airbytehq/airbyte/pull/21634) | Improve Standard sync performance by caching objects.                                                                                                                      |
-| 1.0.42  | 2023-01-23 | [21523](https://github.com/airbytehq/airbyte/pull/21523) | Check for null in cursor values before replacing.                                                                                                                          |
-| 1.0.41  | 2023-01-25 | [20939](https://github.com/airbytehq/airbyte/pull/20939) | Adjust batch selection memory limits databases.                                                                                                                            |
-| 1.0.40  | 2023-01-24 | [21825](https://github.com/airbytehq/airbyte/pull/21825) | Put back the original change that will cause an incremental sync to error if table contains a NULL value in cursor column.                                                 |
-| 1.0.39  | 2023-01-20 | [21683](https://github.com/airbytehq/airbyte/pull/21683) | Speed up esmtimates for trace messages in non-CDC mode.                                                                                                                    |
-| 1.0.38  | 2023-01-17 | [20346](https://github.com/airbytehq/airbyte/pull/20346) | Consolidate date/time values mapping for JDBC sources                                                                                                                      |
-| 1.0.37  | 2023-01-17 | [20783](https://github.com/airbytehq/airbyte/pull/20783) | Emit estimate trace messages for non-CDC mode.                                                                                                                             |
-| 1.0.36  | 2023-01-11 | [21003](https://github.com/airbytehq/airbyte/pull/21003) | Handle null values for array data types in CDC mode gracefully.                                                                                                            |
-| 1.0.35  | 2023-01-04 | [20469](https://github.com/airbytehq/airbyte/pull/20469) | Introduce feature to make LSN commit behaviour configurable.                                                                                                               |
-| 1.0.34  | 2022-12-13 | [20378](https://github.com/airbytehq/airbyte/pull/20378) | Improve descriptions                                                                                                                                                       |
-| 1.0.33  | 2022-12-12 | [18959](https://github.com/airbytehq/airbyte/pull/18959) | CDC : Don't timeout if snapshot is not complete.                                                                                                                           |
-| 1.0.32  | 2022-12-12 | [20192](https://github.com/airbytehq/airbyte/pull/20192) | Only throw a warning if cursor column contains null values.                                                                                                                |
-| 1.0.31  | 2022-12-02 | [19889](https://github.com/airbytehq/airbyte/pull/19889) | Check before each sync and stop if an incremental sync cursor column contains a null value.                                                                                |
-|         | 2022-12-02 | [19985](https://github.com/airbytehq/airbyte/pull/19985) | Reenable incorrectly-disabled `wal2json` CDC plugin                                                                                                                        |
-| 1.0.30  | 2022-11-29 | [19024](https://github.com/airbytehq/airbyte/pull/19024) | Skip tables from schema where user do not have Usage permission during discovery.                                                                                          |
-| 1.0.29  | 2022-11-29 | [19623](https://github.com/airbytehq/airbyte/pull/19623) | Mark PSQLException related to using replica that is configured as a hot standby server as config error.                                                                    |
-| 1.0.28  | 2022-11-28 | [19514](https://github.com/airbytehq/airbyte/pull/19514) | Adjust batch selection memory limits databases.                                                                                                                            |
-| 1.0.27  | 2022-11-28 | [16990](https://github.com/airbytehq/airbyte/pull/16990) | Handle arrays data types                                                                                                                                                   |
-| 1.0.26  | 2022-11-18 | [19551](https://github.com/airbytehq/airbyte/pull/19551) | Fixes bug with ssl modes                                                                                                                                                   |
-| 1.0.25  | 2022-11-16 | [19004](https://github.com/airbytehq/airbyte/pull/19004) | Use Debezium heartbeats to improve CDC replication of large databases.                                                                                                     |
-| 1.0.24  | 2022-11-07 | [19291](https://github.com/airbytehq/airbyte/pull/19291) | Default timeout is reduced from 1 min to 10sec                                                                                                                             |
-| 1.0.23  | 2022-11-07 | [19025](https://github.com/airbytehq/airbyte/pull/19025) | Stop enforce SSL if ssl mode is disabled                                                                                                                                   |
-| 1.0.22  | 2022-10-31 | [18538](https://github.com/airbytehq/airbyte/pull/18538) | Encode database name                                                                                                                                                       |
-| 1.0.21  | 2022-10-25 | [18256](https://github.com/airbytehq/airbyte/pull/18256) | Disable allow and prefer ssl modes in CDC mode                                                                                                                             |
-| 1.0.20  | 2022-10-25 | [18383](https://github.com/airbytehq/airbyte/pull/18383) | Better SSH error handling + messages                                                                                                                                       |
-| 1.0.19  | 2022-10-21 | [18263](https://github.com/airbytehq/airbyte/pull/18263) | Fixes bug introduced in [15833](https://github.com/airbytehq/airbyte/pull/15833) and adds better error messaging for SSH tunnel in Destinations                            |
-| 1.0.18  | 2022-10-19 | [18087](https://github.com/airbytehq/airbyte/pull/18087) | Better error messaging for configuration errors (SSH configs, choosing an invalid cursor)                                                                                  |
-| 1.0.17  | 2022-10-17 | [18041](https://github.com/airbytehq/airbyte/pull/18041) | Fixes bug introduced 2022-09-12 with SshTunnel, handles iterator exception properly                                                                                        |
-| 1.0.16  | 2022-10-13 | [16238](https://github.com/airbytehq/airbyte/pull/16238) | Update incremental query to avoid data missing when new data is inserted at the same time as a sync starts under non-CDC incremental mode                                  |
-| 1.0.15  | 2022-10-11 | [17782](https://github.com/airbytehq/airbyte/pull/17782) | Handle 24:00:00 value for Time column                                                                                                                                      |
-| 1.0.14  | 2022-10-03 | [17515](https://github.com/airbytehq/airbyte/pull/17515) | Fix an issue preventing connection using client certificate                                                                                                                |
-| 1.0.13  | 2022-10-01 | [17459](https://github.com/airbytehq/airbyte/pull/17459) | Upgrade debezium version to 1.9.6 from 1.9.2                                                                                                                               |
-| 1.0.12  | 2022-09-27 | [17299](https://github.com/airbytehq/airbyte/pull/17299) | Improve error handling for strict-encrypt postgres source                                                                                                                  |
-| 1.0.11  | 2022-09-26 | [17131](https://github.com/airbytehq/airbyte/pull/17131) | Allow nullable columns to be used as cursor                                                                                                                                |
-| 1.0.10  | 2022-09-14 | [15668](https://github.com/airbytehq/airbyte/pull/15668) | Wrap logs in AirbyteLogMessage                                                                                                                                             |
-| 1.0.9   | 2022-09-13 | [16657](https://github.com/airbytehq/airbyte/pull/16657) | Improve CDC record queueing performance                                                                                                                                    |
-| 1.0.8   | 2022-09-08 | [16202](https://github.com/airbytehq/airbyte/pull/16202) | Adds error messaging factory to UI                                                                                                                                         |
-| 1.0.7   | 2022-08-30 | [16114](https://github.com/airbytehq/airbyte/pull/16114) | Prevent traffic going on an unsecured channel in strict-encryption version of source postgres                                                                              |
-| 1.0.6   | 2022-08-30 | [16138](https://github.com/airbytehq/airbyte/pull/16138) | Remove unnecessary logging                                                                                                                                                 |
-| 1.0.5   | 2022-08-25 | [15993](https://github.com/airbytehq/airbyte/pull/15993) | Add support for connection over SSL in CDC mode                                                                                                                            |
-| 1.0.4   | 2022-08-23 | [15877](https://github.com/airbytehq/airbyte/pull/15877) | Fix temporal data type bug which was causing failure in CDC mode                                                                                                           |
-| 1.0.3   | 2022-08-18 | [14356](https://github.com/airbytehq/airbyte/pull/14356) | DB Sources: only show a table can sync incrementally if at least one column can be used as a cursor field                                                                  |
-| 1.0.2   | 2022-08-11 | [15538](https://github.com/airbytehq/airbyte/pull/15538) | Allow additional properties in db stream state                                                                                                                             |
-| 1.0.1   | 2022-08-10 | [15496](https://github.com/airbytehq/airbyte/pull/15496) | Fix state emission in incremental sync                                                                                                                                     |
-|         | 2022-08-10 | [15481](https://github.com/airbytehq/airbyte/pull/15481) | Fix data handling from WAL logs in CDC mode                                                                                                                                |
-| 1.0.0   | 2022-08-05 | [15380](https://github.com/airbytehq/airbyte/pull/15380) | Change connector label to generally_available (requires [upgrading](https://docs.airbyte.com/operator-guides/upgrading-airbyte/) your Airbyte platform to `v0.40.0-alpha`) |
-| 0.4.44  | 2022-08-05 | [15342](https://github.com/airbytehq/airbyte/pull/15342) | Adjust titles and descriptions in spec.json                                                                                                                                |
-| 0.4.43  | 2022-08-03 | [15226](https://github.com/airbytehq/airbyte/pull/15226) | Make connectionTimeoutMs configurable through JDBC url parameters                                                                                                          |
-| 0.4.42  | 2022-08-03 | [15273](https://github.com/airbytehq/airbyte/pull/15273) | Fix a bug in `0.4.36` and correctly parse the CDC initial record waiting time                                                                                              |
-| 0.4.41  | 2022-08-03 | [15077](https://github.com/airbytehq/airbyte/pull/15077) | Sync data from beginning if the LSN is no longer valid in CDC                                                                                                              |
-|         | 2022-08-03 | [14903](https://github.com/airbytehq/airbyte/pull/14903) | Emit state messages more frequently (⛔ this version has a bug; use `1.0.1` instead                                                                                         |
-| 0.4.40  | 2022-08-03 | [15187](https://github.com/airbytehq/airbyte/pull/15187) | Add support for BCE dates/timestamps                                                                                                                                       |
-|         | 2022-08-03 | [14534](https://github.com/airbytehq/airbyte/pull/14534) | Align regular and CDC integration tests and data mappers                                                                                                                   |
-| 0.4.39  | 2022-08-02 | [14801](https://github.com/airbytehq/airbyte/pull/14801) | Fix multiple log bindings                                                                                                                                                  |
-| 0.4.38  | 2022-07-26 | [14362](https://github.com/airbytehq/airbyte/pull/14362) | Integral columns are now discovered as int64 fields.                                                                                                                       |
-| 0.4.37  | 2022-07-22 | [14714](https://github.com/airbytehq/airbyte/pull/14714) | Clarified error message when invalid cursor column selected                                                                                                                |
-| 0.4.36  | 2022-07-21 | [14451](https://github.com/airbytehq/airbyte/pull/14451) | Make initial CDC waiting time configurable (⛔ this version has a bug and will not work; use `0.4.42` instead)                                                              |
-| 0.4.35  | 2022-07-14 | [14574](https://github.com/airbytehq/airbyte/pull/14574) | Removed additionalProperties:false from JDBC source connectors                                                                                                             |
-| 0.4.34  | 2022-07-17 | [13840](https://github.com/airbytehq/airbyte/pull/13840) | Added the ability to connect using different SSL modes and SSL certificates.                                                                                               |
-| 0.4.33  | 2022-07-14 | [14586](https://github.com/airbytehq/airbyte/pull/14586) | Validate source JDBC url parameters                                                                                                                                        |
-| 0.4.32  | 2022-07-07 | [14694](https://github.com/airbytehq/airbyte/pull/14694) | Force to produce LEGACY state if the use stream capable feature flag is set to false                                                                                       |
-| 0.4.31  | 2022-07-07 | [14447](https://github.com/airbytehq/airbyte/pull/14447) | Under CDC mode, retrieve only those tables included in the publications                                                                                                    |
-| 0.4.30  | 2022-06-30 | [14251](https://github.com/airbytehq/airbyte/pull/14251) | Use more simple and comprehensive query to get selectable tables                                                                                                           |
-| 0.4.29  | 2022-06-29 | [14265](https://github.com/airbytehq/airbyte/pull/14265) | Upgrade postgresql JDBC version to 42.3.5                                                                                                                                  |
-| 0.4.28  | 2022-06-23 | [14077](https://github.com/airbytehq/airbyte/pull/14077) | Use the new state management                                                                                                                                               |
-| 0.4.26  | 2022-06-17 | [13864](https://github.com/airbytehq/airbyte/pull/13864) | Updated stacktrace format for any trace message errors                                                                                                                     |
-| 0.4.25  | 2022-06-15 | [13823](https://github.com/airbytehq/airbyte/pull/13823) | Publish adaptive postgres source that enforces ssl on cloud + Debezium version upgrade to 1.9.2 from 1.4.2                                                                 |
-| 0.4.24  | 2022-06-14 | [13549](https://github.com/airbytehq/airbyte/pull/13549) | Fixed truncated precision if the value of microseconds or seconds is 0                                                                                                     |
-| 0.4.23  | 2022-06-13 | [13745](https://github.com/airbytehq/airbyte/pull/13745) | Fixed handling datetime cursors when upgrading from older versions of the connector                                                                                        |
-| 0.4.22  | 2022-06-09 | [13655](https://github.com/airbytehq/airbyte/pull/13655) | Fixed bug with unsupported date-time datatypes during incremental sync                                                                                                     |
-| 0.4.21  | 2022-06-06 | [13435](https://github.com/airbytehq/airbyte/pull/13435) | Adjust JDBC fetch size based on max memory and max row size                                                                                                                |
-| 0.4.20  | 2022-06-02 | [13367](https://github.com/airbytehq/airbyte/pull/13367) | Added convertion hstore to json format                                                                                                                                     |
-| 0.4.19  | 2022-05-25 | [13166](https://github.com/airbytehq/airbyte/pull/13166) | Added timezone awareness and handle BC dates                                                                                                                               |
-| 0.4.18  | 2022-05-25 | [13083](https://github.com/airbytehq/airbyte/pull/13083) | Add support for tsquey type                                                                                                                                                |
-| 0.4.17  | 2022-05-19 | [13016](https://github.com/airbytehq/airbyte/pull/13016) | CDC modify schema to allow null values                                                                                                                                     |
-| 0.4.16  | 2022-05-14 | [12840](https://github.com/airbytehq/airbyte/pull/12840) | Added custom JDBC parameters field                                                                                                                                         |
-| 0.4.15  | 2022-05-13 | [12834](https://github.com/airbytehq/airbyte/pull/12834) | Fix the bug that the connector returns empty catalog for Azure Postgres database                                                                                           |
-| 0.4.14  | 2022-05-08 | [12689](https://github.com/airbytehq/airbyte/pull/12689) | Add table retrieval according to role-based `SELECT` privilege                                                                                                             |
-| 0.4.13  | 2022-05-05 | [10230](https://github.com/airbytehq/airbyte/pull/10230) | Explicitly set null value for field in json                                                                                                                                |
-| 0.4.12  | 2022-04-29 | [12480](https://github.com/airbytehq/airbyte/pull/12480) | Query tables with adaptive fetch size to optimize JDBC memory consumption                                                                                                  |
-| 0.4.11  | 2022-04-11 | [11729](https://github.com/airbytehq/airbyte/pull/11729) | Bump mina-sshd from 2.7.0 to 2.8.0                                                                                                                                         |
-| 0.4.10  | 2022-04-08 | [11798](https://github.com/airbytehq/airbyte/pull/11798) | Fixed roles for fetching materialized view processing                                                                                                                      |
-| 0.4.8   | 2022-02-21 | [10242](https://github.com/airbytehq/airbyte/pull/10242) | Fixed cursor for old connectors that use non-microsecond format. Now connectors work with both formats                                                                     |
-| 0.4.7   | 2022-02-18 | [10242](https://github.com/airbytehq/airbyte/pull/10242) | Updated timestamp transformation with microseconds                                                                                                                         |
-| 0.4.6   | 2022-02-14 | [10256](https://github.com/airbytehq/airbyte/pull/10256) | (unpublished) Add `-XX:+ExitOnOutOfMemoryError` JVM option                                                                                                                 |
-| 0.4.5   | 2022-02-08 | [10173](https://github.com/airbytehq/airbyte/pull/10173) | Improved discovering tables in case if user does not have permissions to any table                                                                                         |
-| 0.4.4   | 2022-01-26 | [9807](https://github.com/airbytehq/airbyte/pull/9807)   | Update connector fields title/description                                                                                                                                  |
-| 0.4.3   | 2022-01-24 | [9554](https://github.com/airbytehq/airbyte/pull/9554)   | Allow handling of java sql date in CDC                                                                                                                                     |
-| 0.4.2   | 2022-01-13 | [9360](https://github.com/airbytehq/airbyte/pull/9360)   | Added schema selection                                                                                                                                                     |
-| 0.4.1   | 2022-01-05 | [9116](https://github.com/airbytehq/airbyte/pull/9116)   | Added materialized views processing                                                                                                                                        |
-| 0.4.0   | 2021-12-13 | [8726](https://github.com/airbytehq/airbyte/pull/8726)   | Support all Postgres types                                                                                                                                                 |
-| 0.3.17  | 2021-12-01 | [8371](https://github.com/airbytehq/airbyte/pull/8371)   | Fixed incorrect handling "\n" in ssh key                                                                                                                                   |
-| 0.3.16  | 2021-11-28 | [7995](https://github.com/airbytehq/airbyte/pull/7995)   | Fixed money type with amount > 1000                                                                                                                                        |
-| 0.3.15  | 2021-11-26 | [8266](https://github.com/airbytehq/airbyte/pull/8266)   | Fixed the case, when Views are not listed during schema discovery                                                                                                          |
-| 0.3.14  | 2021-11-17 | [8010](https://github.com/airbytehq/airbyte/pull/8010)   | Added checking of privileges before table internal discovery                                                                                                               |
-| 0.3.13  | 2021-10-26 | [7339](https://github.com/airbytehq/airbyte/pull/7339)   | Support or improve support for Interval, Money, Date, various geometric data types, inventory_items, and others                                                            |
-| 0.3.12  | 2021-09-30 | [6585](https://github.com/airbytehq/airbyte/pull/6585)   | Improved SSH Tunnel key generation steps                                                                                                                                   |
-| 0.3.11  | 2021-09-02 | [5742](https://github.com/airbytehq/airbyte/pull/5742)   | Add SSH Tunnel support                                                                                                                                                     |
-| 0.3.9   | 2021-08-17 | [5304](https://github.com/airbytehq/airbyte/pull/5304)   | Fix CDC OOM issue                                                                                                                                                          |
-| 0.3.8   | 2021-08-13 | [4699](https://github.com/airbytehq/airbyte/pull/4699)   | Added json config validator                                                                                                                                                |
-| 0.3.4   | 2021-06-09 | [3973](https://github.com/airbytehq/airbyte/pull/3973)   | Add `AIRBYTE_ENTRYPOINT` for Kubernetes support                                                                                                                            |
-| 0.3.3   | 2021-06-08 | [3960](https://github.com/airbytehq/airbyte/pull/3960)   | Add method field in specification parameters                                                                                                                               |
-| 0.3.2   | 2021-05-26 | [3179](https://github.com/airbytehq/airbyte/pull/3179)   | Remove `isCDC` logging                                                                                                                                                     |
-| 0.3.1   | 2021-04-21 | [2878](https://github.com/airbytehq/airbyte/pull/2878)   | Set defined cursor for CDC                                                                                                                                                 |
-| 0.3.0   | 2021-04-21 | [2990](https://github.com/airbytehq/airbyte/pull/2990)   | Support namespaces                                                                                                                                                         |
-| 0.2.7   | 2021-04-16 | [2923](https://github.com/airbytehq/airbyte/pull/2923)   | SSL spec as optional                                                                                                                                                       |
-| 0.2.6   | 2021-04-16 | [2757](https://github.com/airbytehq/airbyte/pull/2757)   | Support SSL connection                                                                                                                                                     |
-| 0.2.5   | 2021-04-12 | [2859](https://github.com/airbytehq/airbyte/pull/2859)   | CDC bugfix                                                                                                                                                                 |
-| 0.2.4   | 2021-04-09 | [2548](https://github.com/airbytehq/airbyte/pull/2548)   | Support CDC                                                                                                                                                                |
-| 0.2.3   | 2021-03-28 | [2600](https://github.com/airbytehq/airbyte/pull/2600)   | Add NCHAR and NVCHAR support to DB and cursor type casting                                                                                                                 |
-| 0.2.2   | 2021-03-26 | [2460](https://github.com/airbytehq/airbyte/pull/2460)   | Destination supports destination sync mode                                                                                                                                 |
-| 0.2.1   | 2021-03-18 | [2488](https://github.com/airbytehq/airbyte/pull/2488)   | Sources support primary keys                                                                                                                                               |
-| 0.2.0   | 2021-03-09 | [2238](https://github.com/airbytehq/airbyte/pull/2238)   | Protocol allows future/unknown properties                                                                                                                                  |
-| 0.1.13  | 2021-02-02 | [1887](https://github.com/airbytehq/airbyte/pull/1887)   | Migrate AbstractJdbcSource to use iterators                                                                                                                                |
-| 0.1.12  | 2021-01-25 | [1746](https://github.com/airbytehq/airbyte/pull/1746)   | Fix NPE in State Decorator                                                                                                                                                 |
-| 0.1.11  | 2021-01-25 | [1765](https://github.com/airbytehq/airbyte/pull/1765)   | Add field titles to specification                                                                                                                                          |
-| 0.1.10  | 2021-01-19 | [1724](https://github.com/airbytehq/airbyte/pull/1724)   | Fix JdbcSource handling of tables with same names in different schemas                                                                                                     |
-| 0.1.9   | 2021-01-14 | [1655](https://github.com/airbytehq/airbyte/pull/1655)   | Fix JdbcSource OOM                                                                                                                                                         |
-| 0.1.8   | 2021-01-13 | [1588](https://github.com/airbytehq/airbyte/pull/1588)   | Handle invalid numeric values in JDBC source                                                                                                                               |
-| 0.1.7   | 2021-01-08 | [1307](https://github.com/airbytehq/airbyte/pull/1307)   | Migrate Postgres and MySql to use new JdbcSource                                                                                                                           |
-| 0.1.6   | 2020-12-09 | [1172](https://github.com/airbytehq/airbyte/pull/1172)   | Support incremental sync                                                                                                                                                   |
-| 0.1.5   | 2020-11-30 | [1038](https://github.com/airbytehq/airbyte/pull/1038)   | Change JDBC sources to discover more than standard schemas                                                                                                                 |
-| 0.1.4   | 2020-11-30 | [1046](https://github.com/airbytehq/airbyte/pull/1046)   | Add connectors using an index YAML file                                                                                                                                    |
+| Version    | Date       | Pull Request                                        | Subject                                                                                                                                                                    |
+|------------|------------|-----------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 3.8.0-rc.3 | 2026-04-02 | [76055](https://github.com/airbytehq/airbyte/pull/76055) | Use CDK 1.1.1                                                                                                                                                              |
+| 3.8.0-rc.2 | 2026-04-01 | [75957](https://github.com/airbytehq/airbyte/pull/75957) | Fix non-CDC connections failing due to unconditional CDC bean initialization                                                                                               |
+| 3.8.0-rc.1 | 2026-03-31 | [75637](https://github.com/airbytehq/airbyte/pull/75637) | Initial release candidate for rewritten connector on the bulk CDK                                                                                                          |
+| 3.7.2      | 2026-03-04 | [74294](https://github.com/airbytehq/airbyte/pull/74294) | Fix CDC bug where a replication slot can be advanced too far, losing needed WAL segments. Remove CVEs.                                                                     |
+| 3.7.1      | 2026-01-27 | [72396](https://github.com/airbytehq/airbyte/pull/72396) | This version causes issues discovering streams for some users. Do not use.                                                                                                 |
+| 3.7.0      | 2025-08-12 | [57511](https://github.com/airbytehq/airbyte/pull/57511) | Add configurations for Azure authentication to Azure Postgres servers.                                                                                                     |
+| 3.6.35     | 2025-06-18 | [61527](https://github.com/airbytehq/airbyte/pull/61527) | Add error handling for connection issues and adopt the latest CDK version.                                                                                                 |
+| 3.6.34     | 2025-05-29 | [60876](https://github.com/airbytehq/airbyte/pull/60876) | Cache CDC initial state once constructed.                                                                                                                                  |
+| 3.6.33     | 2025-05-13 | [60214](https://github.com/airbytehq/airbyte/pull/60214) | Migrate to new Gradle flow.                                                                                                                                                |
+| 3.6.32     | 2025-05-08 | [59722](https://github.com/airbytehq/airbyte/pull/59722) | Consolidate gradle set up.                                                                                                                                                 |
+| 3.6.31     | 2025-04-24 | [58132](https://github.com/airbytehq/airbyte/pull/58132) | Fix vulnerabilities in dependencies.                                                                                                                                       |
+| 3.6.30     | 2025-03-06 | [55234](https://github.com/airbytehq/airbyte/pull/55234) | Update base image version for certified DB source connectors                                                                                                               |
+| 3.6.29     | 2025-02-13 | [53649](https://github.com/airbytehq/airbyte/pull/53649) | Fix issue that column default value did not get converted                                                                                                                  |
+| 3.6.28     | 2024-12-23 | [50870](https://github.com/airbytehq/airbyte/pull/50870) | Use airbyte/java-connector-base:2.0.0                                                                                                                                      |
+| 3.6.27     | 2024-12-23 | [50410](https://github.com/airbytehq/airbyte/pull/50410) | Use a non root base image.                                                                                                                                                 |
+| 3.6.26     | 2024-12-20 | [48495](https://github.com/airbytehq/airbyte/pull/48495) | Increase MAX_FIRST_RECORD_WAIT_TIME and use Debezium 3.0.1                                                                                                                 |
+| 3.6.25     | 2024-12-17 | [49838](https://github.com/airbytehq/airbyte/pull/49838) | Use a base image: airbyte/java-connector-base:1.0.0                                                                                                                        |
+| 3.6.24     | 2024-12-16 | [49469](https://github.com/airbytehq/airbyte/pull/49469) | Simplify CTID_TABLE_BLOCK_SIZE query for Postgres integration                                                                                                              |
+| 3.6.23     | 2024-11-13 | [48482](https://github.com/airbytehq/airbyte/pull/48482) | Convert large integer typed using NUMERIC(X, 0) into a BigInteger.  l                                                                                                      |
+| 3.6.22     | 2024-10-02 | [46900](https://github.com/airbytehq/airbyte/pull/46900) | Fixed a bug where source docs won't render on Airbyte 1.1                                                                                                                  |
+| 3.6.21     | 2024-10-02 | [46322](https://github.com/airbytehq/airbyte/pull/46322) | Support CDC against a read-replica (continuation)                                                                                                                          |
+| 3.6.20     | 2024-10-01 | [46299](https://github.com/airbytehq/airbyte/pull/46299) | Make postgres source compile and use the latest CDK                                                                                                                        |
+| 3.6.19     | 2024-09-17 | [45639](https://github.com/airbytehq/airbyte/pull/45639) | Adopt latest CDK to use the latest apache sshd mina to handle tcpkeepalive requests.                                                                                       |
+| 3.6.18     | 2024-08-28 | [44878](https://github.com/airbytehq/airbyte/pull/44878) | Enable tcpKeepAlive for jdbc connection.                                                                                                                                   |
+| 3.6.17     | 2024-08-27 | [44841](https://github.com/airbytehq/airbyte/pull/44841) | Adopt latest CDK.                                                                                                                                                          |
+| 3.6.16     | 2024-08-15 | [44119](https://github.com/airbytehq/airbyte/pull/44119) | Fix incorrect final state on initial read in CDC mode.                                                                                                                     |
+| 3.6.15     | 2024-08-12 | [43945](https://github.com/airbytehq/airbyte/pull/43945) | Add missing replication slot config error.                                                                                                                                 |
+| 3.6.14     | 2024-08-08 | [43418](https://github.com/airbytehq/airbyte/pull/43418) | Adopt latest CDK.                                                                                                                                                          |
+| 3.6.13     | 2024-07-30 | [42869](https://github.com/airbytehq/airbyte/pull/42869) | Adopt latest CDK.                                                                                                                                                          |
+| 3.6.12     | 2024-07-30 | [42550](https://github.com/airbytehq/airbyte/pull/42550) | Correctly report stream states.                                                                                                                                            |
+| 3.6.11     | 2024-07-29 | [42852](https://github.com/airbytehq/airbyte/pull/42852) | Bump CDK version to latest to use new bug fixes on error translation.                                                                                                      |
+| 3.6.10     | 2024-07-23 | [42417](https://github.com/airbytehq/airbyte/pull/42417) | Handle null error message in ConnectorExceptionHandler.                                                                                                                    |
+| 3.6.9      | 2024-07-23 | [42421](https://github.com/airbytehq/airbyte/pull/42421) | Remove final transient error emitter iterators.                                                                                                                            |
+| 3.6.8      | 2024-07-22 | [41622](https://github.com/airbytehq/airbyte/pull/41622) | Bump CDK version to latest.                                                                                                                                                |
+| 3.6.7      | 2024-07-22 | [42411](https://github.com/airbytehq/airbyte/pull/42411) | Hide the "initial load timeout in hours" field by default in UI                                                                                                            |
+| 3.6.6      | 2024-07-22 | [41622](https://github.com/airbytehq/airbyte/pull/41622) | Fix bug in CDC syncing                                                                                                                                                     |
+| 3.6.5      | 2024-07-22 | [42024](https://github.com/airbytehq/airbyte/pull/42024) | Fix a bug on resuming from a failed attempt.                                                                                                                               |
+| 3.6.4      | 2024-07-17 | [42087](https://github.com/airbytehq/airbyte/pull/42087) | Translate more errors for Postgres source.                                                                                                                                 |
+| 3.6.3      | 2024-07-19 | [42122](https://github.com/airbytehq/airbyte/pull/42122) | Improve wass error message + logging.                                                                                                                                      |
+| 3.6.2      | 2024-07-18 | [42108](https://github.com/airbytehq/airbyte/pull/42108) | Disable incremental sync for view streams in xmin replication mode                                                                                                         |
+| 3.6.1      | 2024-07-05 | [40716](https://github.com/airbytehq/airbyte/pull/40716) | Fix typo in connector specification                                                                                                                                        |
+| 3.6.0      | 2024-07-17 | [40208](https://github.com/airbytehq/airbyte/pull/40208) | Start using the new error Postgres source error handler that comes with a new error translation layer.                                                                     |
+| 3.5.2      | 2024-07-17 | [42068](https://github.com/airbytehq/airbyte/pull/42068) | Add analytics for WASS case occurrence.                                                                                                                                    |
+| 3.5.1      | 2024-07-17 | [42055](https://github.com/airbytehq/airbyte/pull/42055) | Add debezium heartbeat timeout back to shutdown debezium.                                                                                                                  |
+| 3.5.0      | 2024-07-17 | [41651](https://github.com/airbytehq/airbyte/pull/41651) | Implement WASS algo - large initial snapshots shouldn't block CDC.                                                                                                         |
+| 3.4.26     | 2024-07-15 | [41654](https://github.com/airbytehq/airbyte/pull/41654) | Allow null value for array typed columns in CDC.                                                                                                                           |
+| 3.4.25     | 2024-07-12 | [41651](https://github.com/airbytehq/airbyte/pull/41651) | Throw transient error if tables of interest and undergoing full vacuum.                                                                                                    |
+| 3.4.24     | 2024-07-05 | [41067](https://github.com/airbytehq/airbyte/pull/41067) | Fix Postgres sending duplicated streams                                                                                                                                    |
+| 3.4.23     | 2024-07-01 | [40757](https://github.com/airbytehq/airbyte/pull/40757) | Rollback 3.4.22.                                                                                                                                                           |
+| 3.4.21     | 2024-07-01 | [40516](https://github.com/airbytehq/airbyte/pull/40516) | Remove dbz hearbeat.                                                                                                                                                       |
+| 3.4.20     | 2024-06-23 | [40559](https://github.com/airbytehq/airbyte/pull/40559) | Remove strict check for stream states of unknown types                                                                                                                     |
+| 3.4.19     | 2024-06-23 | [40223](https://github.com/airbytehq/airbyte/pull/40223) | Revert the changes introduced in version 3.4.15.                                                                                                                           |
+| 3.4.18     | 2024-06-14 | [39349](https://github.com/airbytehq/airbyte/pull/39349) | Full refresh stream sending internal count metadata.                                                                                                                       |
+| 3.4.17     | 2024-06-13 | [39460](https://github.com/airbytehq/airbyte/pull/39460) | Bump postgres JDBC driver version                                                                                                                                          |
+| 3.4.16     | 2024-05-29 | [39474](https://github.com/airbytehq/airbyte/pull/39474) | Adopt latest CDK.                                                                                                                                                          |
+| 3.4.15     | 2024-05-29 | [38773](https://github.com/airbytehq/airbyte/pull/38773) | Connect with adaptiveFetch=true.                                                                                                                                           |
+| 3.4.14     | 2024-06-08 | [39353](https://github.com/airbytehq/airbyte/pull/39353) | Upgrade Debezium to 2.6.2                                                                                                                                                  |
+| 3.4.13     | 2024-06-04 | [38875](https://github.com/airbytehq/airbyte/pull/38875) | read() throws config exception upon detecting transaction ID wraparound.                                                                                                   |
+| 3.4.12     | 2024-06-04 | [38836](https://github.com/airbytehq/airbyte/pull/38836) | check() throws config error upon detecting transaction ID wraparound.                                                                                                      |
+| 3.4.11     | 2024-06-04 | [38848](https://github.com/airbytehq/airbyte/pull/38848) | Improve UI message and doc on xmin                                                                                                                                         |
+| 3.4.10     | 2024-05-29 | [38584](https://github.com/airbytehq/airbyte/pull/38584) | Set is_resumable flag in discover.                                                                                                                                         |
+| 3.4.9      | 2024-05-29 | [38775](https://github.com/airbytehq/airbyte/pull/38775) | Publish CDK                                                                                                                                                                |
+| 3.4.9      | 2024-05-28 | [38716](https://github.com/airbytehq/airbyte/pull/38716) | Publish CDK                                                                                                                                                                |
+| 3.4.8      | 2024-05-28 | [38716](https://github.com/airbytehq/airbyte/pull/38716) | Stream status for postgres                                                                                                                                                 |
+| 3.4.7      | 2024-05-20 | [38365](https://github.com/airbytehq/airbyte/pull/38365) | Rollback a previously version (3.4.6)                                                                                                                                      |
+| 3.4.5      | 2024-05-16 | [38303](https://github.com/airbytehq/airbyte/pull/38303) | Streams not in the CDC publication still have a cursor and PK.                                                                                                             |
+| 3.4.4      | 2024-05-15 | [38208](https://github.com/airbytehq/airbyte/pull/38208) | disable counts in full refresh stream in state message.                                                                                                                    |
+| 3.4.3      | 2024-05-13 | [38104](https://github.com/airbytehq/airbyte/pull/38104) | Handle transient error messages.                                                                                                                                           |
+| 3.4.2      | 2024-05-10 | [38171](https://github.com/airbytehq/airbyte/pull/38171) | Bug fix on final state setup.                                                                                                                                              |
+| 3.4.1      | 2024-05-10 | [38130](https://github.com/airbytehq/airbyte/pull/38130) | Bug fix on old PG where ctid column not found when stream is a view.                                                                                                       |
+| 3.4.0      | 2024-04-29 | [37112](https://github.com/airbytehq/airbyte/pull/37112) | resumeable full refresh.                                                                                                                                                   |
+| 3.3.33     | 2024-05-07 | [38030](https://github.com/airbytehq/airbyte/pull/38030) | Mark PG hot standby error as transient.                                                                                                                                    |
+| 3.3.32     | 2024-04-30 | [37758](https://github.com/airbytehq/airbyte/pull/37758) | Correct previous release to disable debezium retries                                                                                                                       |
+| 3.3.31     | 2024-04-30 | [37754](https://github.com/airbytehq/airbyte/pull/37754) | Add CDC logs                                                                                                                                                               |
+| 3.3.30     | 2024-04-30 | [37726](https://github.com/airbytehq/airbyte/pull/37726) | Remove debezium retries                                                                                                                                                    |
+| 3.3.29     | 2024-04-23 | [37509](https://github.com/airbytehq/airbyte/pull/37509) | remove excessive logs                                                                                                                                                      |
+| 3.3.28     | 2024-04-23 | [37509](https://github.com/airbytehq/airbyte/pull/37509) | Better error messages on switching between sync modes.                                                                                                                     |
+| 3.3.27     | 2024-04-22 | [37445](https://github.com/airbytehq/airbyte/pull/37445) | Remove legacy bad values handling code.                                                                                                                                    |
+| 3.3.26     | 2024-04-10 | [36982](https://github.com/airbytehq/airbyte/pull/36982) | Populate airbyte_meta.changes for xmin path                                                                                                                                |
+| 3.3.25     | 2024-04-10 | [36981](https://github.com/airbytehq/airbyte/pull/36981) | Track latest CDK                                                                                                                                                           |
+| 3.3.24     | 2024-04-10 | [36865](https://github.com/airbytehq/airbyte/pull/36865) | Track latest CDK                                                                                                                                                           |
+| 3.3.23     | 2024-04-02 | [36759](https://github.com/airbytehq/airbyte/pull/36759) | Track latest CDK                                                                                                                                                           |
+| 3.3.22     | 2024-04-01 | [36739](https://github.com/airbytehq/airbyte/pull/36739) | Fix useLocalCdk flag.                                                                                                                                                      |
+| 3.3.21     | 2024-03-25 | [36584](https://github.com/airbytehq/airbyte/pull/36584) | Adopt Kotlin CDK.                                                                                                                                                          |
+| 3.3.20     | 2024-03-25 | [36432](https://github.com/airbytehq/airbyte/pull/36432) | Failure to serialize values from Postgres DB shouldn't fail sync.                                                                                                          |
+| 3.3.19     | 2024-03-12 | [36333](https://github.com/airbytehq/airbyte/pull/36333) | Use newest CDK - deprecate dbz iterator                                                                                                                                    |
+| 3.3.18     | 2024-03-12 | [35599](https://github.com/airbytehq/airbyte/pull/35599) | Use newest CDK                                                                                                                                                             |
+| 3.3.17     | 2024-03-12 | [35939](https://github.com/airbytehq/airbyte/pull/35939) | Use lsn_commit value instead of lsn_proc for CDC checkpointing logic.                                                                                                      |
+| 3.3.16     | 2024-03-11 | [35904](https://github.com/airbytehq/airbyte/pull/35904) | Adopt Java CDK 0.23.1- debezium retries.                                                                                                                                   |
+| 3.3.15     | 2024-02-29 | [34724](https://github.com/airbytehq/airbyte/pull/34724) | Add record count in state message.                                                                                                                                         |
+| 3.3.14     | 2024-03-06 | [35842](https://github.com/airbytehq/airbyte/pull/35842) | Add logging to understand cases with a large number of records with the same LSN.                                                                                          |
+| 3.3.13     | 2024-02-27 | [35675](https://github.com/airbytehq/airbyte/pull/35675) | Fix invalid cdc error message.                                                                                                                                             |
+| 3.3.12     | 2024-02-22 | [35569](https://github.com/airbytehq/airbyte/pull/35569) | Fix logging bug.                                                                                                                                                           |
+| 3.3.11     | 2024-02-20 | [35304](https://github.com/airbytehq/airbyte/pull/35304) | Add config to throw an error on invalid CDC position and enable it by default.                                                                                             |
+| 3.3.10     | 2024-02-13 | [34751](https://github.com/airbytehq/airbyte/pull/34751) | Emit analytics message for invalid CDC cursor.                                                                                                                             |
+| 3.3.9      | 2024-02-13 | [35224](https://github.com/airbytehq/airbyte/pull/35224) | Adopt CDK 0.20.4                                                                                                                                                           |
+| 3.3.8      | 2024-02-08 | [34751](https://github.com/airbytehq/airbyte/pull/34751) | Adopt CDK 0.19.0                                                                                                                                                           |
+| 3.3.7      | 2024-02-08 | [34781](https://github.com/airbytehq/airbyte/pull/34781) | Add a setting in the setup page to advance the LSN.                                                                                                                        |
+| 3.3.6      | 2024-02-07 | [34892](https://github.com/airbytehq/airbyte/pull/34892) | Adopt CDK v0.16.6                                                                                                                                                          |
+| 3.3.5      | 2024-02-07 | [34948](https://github.com/airbytehq/airbyte/pull/34948) | Adopt CDK v0.16.5                                                                                                                                                          |
+| 3.3.4      | 2024-01-31 | [34723](https://github.com/airbytehq/airbyte/pull/34723) | Adopt CDK v0.16.3                                                                                                                                                          |
+| 3.3.3      | 2024-01-26 | [34573](https://github.com/airbytehq/airbyte/pull/34573) | Adopt CDK v0.16.0                                                                                                                                                          |
+| 3.3.2      | 2024-01-24 | [34465](https://github.com/airbytehq/airbyte/pull/34465) | Check xmin only if user selects xmin sync mode.                                                                                                                            |
+| 3.3.1      | 2024-01-10 | [34119](https://github.com/airbytehq/airbyte/pull/34119) | Adopt java CDK version 0.11.5.                                                                                                                                             |
+| 3.3.0      | 2023-12-19 | [33437](https://github.com/airbytehq/airbyte/pull/33437) | Remove LEGACY state flag                                                                                                                                                   |
+| 3.2.27     | 2023-12-18 | [33605](https://github.com/airbytehq/airbyte/pull/33605) | Advance Postgres LSN for PG 14 & below.                                                                                                                                    |
+| 3.2.26     | 2023-12-11 | [32961](https://github.com/airbytehq/airbyte/pull/32961) | Support for better debugging tools.                                                                                                                                        |
+| 3.2.25     | 2023-11-29 | [32961](https://github.com/airbytehq/airbyte/pull/32961) | Bump debezium wait time default to 20 min.                                                                                                                                 |
+| 3.2.24     | 2023-11-28 | [32686](https://github.com/airbytehq/airbyte/pull/32686) | Better logging to understand dbz closing reason attribution.                                                                                                               |
+| 3.2.23     | 2023-11-28 | [32891](https://github.com/airbytehq/airbyte/pull/32891) | Fix CDK dependency in build.                                                                                                                                               |
+| 3.2.22     | 2023-11-22 | [32656](https://github.com/airbytehq/airbyte/pull/32656) | Adopt java CDK version 0.5.0.                                                                                                                                              |
+| 3.2.21     | 2023-11-07 | [31856](https://github.com/airbytehq/airbyte/pull/31856) | handle date/timestamp infinity values properly                                                                                                                             |
+| 3.2.20     | 2023-11-06 | [32193](https://github.com/airbytehq/airbyte/pull/32193) | Adopt java CDK version 0.4.1.                                                                                                                                              |
+| 3.2.19     | 2023-11-03 | [32050](https://github.com/airbytehq/airbyte/pull/32050) | Adopt java CDK version 0.4.0.                                                                                                                                              |
+| 3.2.18     | 2023-11-01 | [29038](https://github.com/airbytehq/airbyte/pull/29038) | Fix typo (s/Airbtye/Airbyte/)                                                                                                                                              |
+| 3.2.17     | 2023-11-01 | [32068](https://github.com/airbytehq/airbyte/pull/32068) | Bump Debezium 2.2.0Final -> 2.4.0Final                                                                                                                                     |
+| 3.2.16     | 2023-10-31 | [31976](https://github.com/airbytehq/airbyte/pull/31976) | Speed up tests involving Debezium                                                                                                                                          |
+| 3.2.15     | 2023-10-30 | [31960](https://github.com/airbytehq/airbyte/pull/31960) | Adopt java CDK version 0.2.0.                                                                                                                                              |
+| 3.2.14     | 2023-10-24 | [31792](https://github.com/airbytehq/airbyte/pull/31792) | fail sync when debezeum fails to shutdown cleanly                                                                                                                          |
+| 3.2.14     | 2023-10-24 | [31792](https://github.com/airbytehq/airbyte/pull/31792) | Fix error message link on issue with standby                                                                                                                               |
+| 3.2.13     | 2023-10-16 | [31029](https://github.com/airbytehq/airbyte/pull/31029) | Enforces encrypted traffic settings when env var DEPLOYMENT_MODE = CLOUD.                                                                                                  |
+| 3.1.13     | 2023-10-13 | [31309](https://github.com/airbytehq/airbyte/pull/31309) | Addressed decimals being incorrectly deserialized into scientific notation.                                                                                                |
+| 3.1.12     | 2023-10-12 | [31328](https://github.com/airbytehq/airbyte/pull/31328) | Improvements to initial load of tables in older versions of postgres.                                                                                                      |
+| 3.1.11     | 2023-10-11 | [31322](https://github.com/airbytehq/airbyte/pull/31322) | Correct previous release                                                                                                                                                   |
+| 3.1.10     | 2023-09-29 | [30806](https://github.com/airbytehq/airbyte/pull/30806) | Cap log line length to 32KB to prevent loss of records.                                                                                                                    |
+| 3.1.9      | 2023-09-25 | [30534](https://github.com/airbytehq/airbyte/pull/30534) | Fix JSONB[] column type handling bug.                                                                                                                                      |
+| 3.1.8      | 2023-09-20 | [30125](https://github.com/airbytehq/airbyte/pull/30125) | Improve initial load performance for older versions of PostgreSQL.                                                                                                         |
+| 3.1.7      | 2023-09-05 | [29672](https://github.com/airbytehq/airbyte/pull/29672) | Handle VACUUM happening during initial sync                                                                                                                                |
+| 3.1.6      | 2023-08-24 | [29821](https://github.com/airbytehq/airbyte/pull/29821) | Set replication_method display_type to radio, update titles and descriptions, and make CDC the default choice                                                              |
+| 3.1.5      | 2023-08-22 | [29534](https://github.com/airbytehq/airbyte/pull/29534) | Support "options" JDBC URL parameter                                                                                                                                       |
+| 3.1.4      | 2023-08-21 | [28687](https://github.com/airbytehq/airbyte/pull/28687) | Under the hood: Add dependency on Java CDK v0.0.2.                                                                                                                         |
+| 3.1.3      | 2023-08-03 | [28708](https://github.com/airbytehq/airbyte/pull/28708) | Enable checkpointing snapshots in CDC connections                                                                                                                          |
+| 3.1.2      | 2023-08-01 | [28954](https://github.com/airbytehq/airbyte/pull/28954) | Fix an issue that prevented use of tables with names containing uppercase letters                                                                                          |
+| 3.1.1      | 2023-07-31 | [28892](https://github.com/airbytehq/airbyte/pull/28892) | Fix an issue that prevented use of cursor columns with names containing uppercase letters                                                                                  |
+| 3.1.0      | 2023-07-25 | [28339](https://github.com/airbytehq/airbyte/pull/28339) | Checkpointing initial load for incremental syncs: enabled for xmin and cursor based only.                                                                                  |
+| 3.0.2      | 2023-07-18 | [28336](https://github.com/airbytehq/airbyte/pull/28336) | Add full-refresh mode back to Xmin syncs.                                                                                                                                  |
+| 3.0.1      | 2023-07-14 | [28345](https://github.com/airbytehq/airbyte/pull/28345) | Increment patch to trigger a rebuild                                                                                                                                       |
+| 3.0.0      | 2023-07-12 | [27442](https://github.com/airbytehq/airbyte/pull/27442) | Set \_ab_cdc_lsn as the source defined cursor for CDC mode to prepare for Destination v2 normalization                                                                     |
+| 2.1.1      | 2023-07-06 | [26723](https://github.com/airbytehq/airbyte/pull/26723) | Add new xmin replication method.                                                                                                                                           |
+| 2.1.0      | 2023-06-26 | [27737](https://github.com/airbytehq/airbyte/pull/27737) | License Update: Elv2                                                                                                                                                       |
+| 2.0.34     | 2023-06-20 | [27212](https://github.com/airbytehq/airbyte/pull/27212) | Fix silent exception swallowing in StreamingJdbcDatabase                                                                                                                   |
+| 2.0.33     | 2023-06-01 | [26873](https://github.com/airbytehq/airbyte/pull/26873) | Add prepareThreshold=0 to JDBC url to mitigate PGBouncer prepared statement [X] already exists.                                                                            |
+| 2.0.32     | 2023-05-31 | [26810](https://github.com/airbytehq/airbyte/pull/26810) | Remove incremental sync estimate from Postgres to increase performance.                                                                                                    |
+| 2.0.31     | 2023-05-25 | [26633](https://github.com/airbytehq/airbyte/pull/26633) | Collect and log information related to full vacuum operation in db                                                                                                         |
+| 2.0.30     | 2023-05-25 | [26473](https://github.com/airbytehq/airbyte/pull/26473) | CDC : Limit queue size                                                                                                                                                     |
+| 2.0.29     | 2023-05-18 | [25898](https://github.com/airbytehq/airbyte/pull/25898) | Translate Numeric values without decimal, e.g: NUMERIC(38,0), as BigInt instead of Double                                                                                  |
+| 2.0.28     | 2023-04-27 | [25401](https://github.com/airbytehq/airbyte/pull/25401) | CDC : Upgrade Debezium to version 2.2.0                                                                                                                                    |
+| 2.0.27     | 2023-04-26 | [24971](https://github.com/airbytehq/airbyte/pull/24971) | Emit stream status updates                                                                                                                                                 |
+| 2.0.26     | 2023-04-26 | [25560](https://github.com/airbytehq/airbyte/pull/25560) | Revert some logging changes                                                                                                                                                |
+| 2.0.25     | 2023-04-24 | [25459](https://github.com/airbytehq/airbyte/pull/25459) | Better logging formatting                                                                                                                                                  |
+| 2.0.24     | 2023-04-19 | [25345](https://github.com/airbytehq/airbyte/pull/25345) | Logging : Log database indexes per stream                                                                                                                                  |
+| 2.0.23     | 2023-04-19 | [24582](https://github.com/airbytehq/airbyte/pull/24582) | CDC : Enable frequent state emission during incremental syncs + refactor for performance improvement                                                                       |
+| 2.0.22     | 2023-04-17 | [25220](https://github.com/airbytehq/airbyte/pull/25220) | Logging changes : Log additional metadata & clean up noisy logs                                                                                                            |
+| 2.0.21     | 2023-04-12 | [25131](https://github.com/airbytehq/airbyte/pull/25131) | Make Client Certificate and Client Key always show                                                                                                                         |
+| 2.0.20     | 2023-04-11 | [24859](https://github.com/airbytehq/airbyte/pull/24859) | Removed SSL toggle and rely on SSL mode dropdown to enable/disable SSL                                                                                                     |
+| 2.0.19     | 2023-04-11 | [24656](https://github.com/airbytehq/airbyte/pull/24656) | CDC minor refactor                                                                                                                                                         |
+| 2.0.18     | 2023-04-06 | [24820](https://github.com/airbytehq/airbyte/pull/24820) | Fix data loss bug during an initial failed non-CDC incremental sync                                                                                                        |
+| 2.0.17     | 2023-04-05 | [24622](https://github.com/airbytehq/airbyte/pull/24622) | Allow streams not in CDC publication to be synced in Full-refresh mode                                                                                                     |
+| 2.0.16     | 2023-04-05 | [24895](https://github.com/airbytehq/airbyte/pull/24895) | Fix spec for cloud                                                                                                                                                         |
+| 2.0.15     | 2023-04-04 | [24833](https://github.com/airbytehq/airbyte/pull/24833) | Fix Debezium retry policy configuration                                                                                                                                    |
+| 2.0.14     | 2023-04-03 | [24609](https://github.com/airbytehq/airbyte/pull/24609) | Disallow the "disable" SSL Modes                                                                                                                                           |
+| 2.0.13     | 2023-03-28 | [24166](https://github.com/airbytehq/airbyte/pull/24166) | Fix InterruptedException bug during Debezium shutdown                                                                                                                      |
+| 2.0.12     | 2023-03-27 | [24373](https://github.com/airbytehq/airbyte/pull/24373) | Add CDC checkpoint state messages                                                                                                                                          |
+| 2.0.11     | 2023-03-23 | [24446](https://github.com/airbytehq/airbyte/pull/24446) | Set default SSL Mode to require in strict-encrypt                                                                                                                          |
+| 2.0.10     | 2023-03-23 | [24417](https://github.com/airbytehq/airbyte/pull/24417) | Add field groups and titles to improve display of connector setup form                                                                                                     |
+| 2.0.9      | 2023-03-22 | [20760](https://github.com/airbytehq/airbyte/pull/20760) | Removed redundant date-time datatypes formatting                                                                                                                           |
+| 2.0.8      | 2023-03-22 | [24255](https://github.com/airbytehq/airbyte/pull/24255) | Add field groups and titles to improve display of connector setup form                                                                                                     |
+| 2.0.7      | 2023-03-21 | [24207](https://github.com/airbytehq/airbyte/pull/24207) | Fix incorrect schema change warning in CDC mode                                                                                                                            |
+| 2.0.6      | 2023-03-21 | [24271](https://github.com/airbytehq/airbyte/pull/24271) | Fix NPE in CDC mode                                                                                                                                                        |
+| 2.0.5      | 2023-03-21 | [21533](https://github.com/airbytehq/airbyte/pull/21533) | Add integration with datadog                                                                                                                                               |
+| 2.0.4      | 2023-03-21 | [24275](https://github.com/airbytehq/airbyte/pull/24275) | Fix error with CDC checkpointing                                                                                                                                           |
+| 2.0.3      | 2023-03-14 | [24000](https://github.com/airbytehq/airbyte/pull/24000) | Removed check method call on read.                                                                                                                                         |
+| 2.0.2      | 2023-03-13 | [21727](https://github.com/airbytehq/airbyte/pull/21727) | Add state checkpointing for CDC sync.                                                                                                                                      |
+| 2.0.0      | 2023-03-06 | [23112](https://github.com/airbytehq/airbyte/pull/23112) | Upgrade Debezium version to 2.1.2                                                                                                                                          |
+| 1.0.51     | 2023-03-02 | [23642](https://github.com/airbytehq/airbyte/pull/23642) | Revert : Support JSONB datatype for Standard sync mode                                                                                                                     |
+| 1.0.50     | 2023-02-27 | [21695](https://github.com/airbytehq/airbyte/pull/21695) | Support JSONB datatype for Standard sync mode                                                                                                                              |
+| 1.0.49     | 2023-02-24 | [23383](https://github.com/airbytehq/airbyte/pull/23383) | Fixed bug with non readable double-quoted values within a database name or column name                                                                                     |
+| 1.0.48     | 2023-02-23 | [22623](https://github.com/airbytehq/airbyte/pull/22623) | Increase max fetch size of JDBC streaming mode                                                                                                                             |
+| 1.0.47     | 2023-02-22 | [23138](https://github.com/airbytehq/airbyte/pull/23138) | Fix previous versions which doesn't verify privileges correctly, preventing CDC syncs to run.                                                                              |
+| 1.0.46     | 2023-02-21 | [23105](https://github.com/airbytehq/airbyte/pull/23105) | Include log levels and location information (class, method and line number) with source connector logs published to Airbyte Platform.                                      |
+| 1.0.45     | 2023-02-09 | [22371](https://github.com/airbytehq/airbyte/pull/22371) | Ensures that user has required privileges for CDC syncs.                                                                                                                   |
+|            | 2023-02-15 | [23028](https://github.com/airbytehq/airbyte/pull/23028) |                                                                                                                                                                            |
+| 1.0.44     | 2023-02-06 | [22221](https://github.com/airbytehq/airbyte/pull/22221) | Exclude new set of system tables when using `pg_stat_statements` extension.                                                                                                |
+| 1.0.43     | 2023-02-06 | [21634](https://github.com/airbytehq/airbyte/pull/21634) | Improve Standard sync performance by caching objects.                                                                                                                      |
+| 1.0.42     | 2023-01-23 | [21523](https://github.com/airbytehq/airbyte/pull/21523) | Check for null in cursor values before replacing.                                                                                                                          |
+| 1.0.41     | 2023-01-25 | [20939](https://github.com/airbytehq/airbyte/pull/20939) | Adjust batch selection memory limits databases.                                                                                                                            |
+| 1.0.40     | 2023-01-24 | [21825](https://github.com/airbytehq/airbyte/pull/21825) | Put back the original change that will cause an incremental sync to error if table contains a NULL value in cursor column.                                                 |
+| 1.0.39     | 2023-01-20 | [21683](https://github.com/airbytehq/airbyte/pull/21683) | Speed up esmtimates for trace messages in non-CDC mode.                                                                                                                    |
+| 1.0.38     | 2023-01-17 | [20346](https://github.com/airbytehq/airbyte/pull/20346) | Consolidate date/time values mapping for JDBC sources                                                                                                                      |
+| 1.0.37     | 2023-01-17 | [20783](https://github.com/airbytehq/airbyte/pull/20783) | Emit estimate trace messages for non-CDC mode.                                                                                                                             |
+| 1.0.36     | 2023-01-11 | [21003](https://github.com/airbytehq/airbyte/pull/21003) | Handle null values for array data types in CDC mode gracefully.                                                                                                            |
+| 1.0.35     | 2023-01-04 | [20469](https://github.com/airbytehq/airbyte/pull/20469) | Introduce feature to make LSN commit behaviour configurable.                                                                                                               |
+| 1.0.34     | 2022-12-13 | [20378](https://github.com/airbytehq/airbyte/pull/20378) | Improve descriptions                                                                                                                                                       |
+| 1.0.33     | 2022-12-12 | [18959](https://github.com/airbytehq/airbyte/pull/18959) | CDC : Don't timeout if snapshot is not complete.                                                                                                                           |
+| 1.0.32     | 2022-12-12 | [20192](https://github.com/airbytehq/airbyte/pull/20192) | Only throw a warning if cursor column contains null values.                                                                                                                |
+| 1.0.31     | 2022-12-02 | [19889](https://github.com/airbytehq/airbyte/pull/19889) | Check before each sync and stop if an incremental sync cursor column contains a null value.                                                                                |
+|            | 2022-12-02 | [19985](https://github.com/airbytehq/airbyte/pull/19985) | Reenable incorrectly-disabled `wal2json` CDC plugin                                                                                                                        |
+| 1.0.30     | 2022-11-29 | [19024](https://github.com/airbytehq/airbyte/pull/19024) | Skip tables from schema where user do not have Usage permission during discovery.                                                                                          |
+| 1.0.29     | 2022-11-29 | [19623](https://github.com/airbytehq/airbyte/pull/19623) | Mark PSQLException related to using replica that is configured as a hot standby server as config error.                                                                    |
+| 1.0.28     | 2022-11-28 | [19514](https://github.com/airbytehq/airbyte/pull/19514) | Adjust batch selection memory limits databases.                                                                                                                            |
+| 1.0.27     | 2022-11-28 | [16990](https://github.com/airbytehq/airbyte/pull/16990) | Handle arrays data types                                                                                                                                                   |
+| 1.0.26     | 2022-11-18 | [19551](https://github.com/airbytehq/airbyte/pull/19551) | Fixes bug with ssl modes                                                                                                                                                   |
+| 1.0.25     | 2022-11-16 | [19004](https://github.com/airbytehq/airbyte/pull/19004) | Use Debezium heartbeats to improve CDC replication of large databases.                                                                                                     |
+| 1.0.24     | 2022-11-07 | [19291](https://github.com/airbytehq/airbyte/pull/19291) | Default timeout is reduced from 1 min to 10sec                                                                                                                             |
+| 1.0.23     | 2022-11-07 | [19025](https://github.com/airbytehq/airbyte/pull/19025) | Stop enforce SSL if ssl mode is disabled                                                                                                                                   |
+| 1.0.22     | 2022-10-31 | [18538](https://github.com/airbytehq/airbyte/pull/18538) | Encode database name                                                                                                                                                       |
+| 1.0.21     | 2022-10-25 | [18256](https://github.com/airbytehq/airbyte/pull/18256) | Disable allow and prefer ssl modes in CDC mode                                                                                                                             |
+| 1.0.20     | 2022-10-25 | [18383](https://github.com/airbytehq/airbyte/pull/18383) | Better SSH error handling + messages                                                                                                                                       |
+| 1.0.19     | 2022-10-21 | [18263](https://github.com/airbytehq/airbyte/pull/18263) | Fixes bug introduced in [15833](https://github.com/airbytehq/airbyte/pull/15833) and adds better error messaging for SSH tunnel in Destinations                            |
+| 1.0.18     | 2022-10-19 | [18087](https://github.com/airbytehq/airbyte/pull/18087) | Better error messaging for configuration errors (SSH configs, choosing an invalid cursor)                                                                                  |
+| 1.0.17     | 2022-10-17 | [18041](https://github.com/airbytehq/airbyte/pull/18041) | Fixes bug introduced 2022-09-12 with SshTunnel, handles iterator exception properly                                                                                        |
+| 1.0.16     | 2022-10-13 | [16238](https://github.com/airbytehq/airbyte/pull/16238) | Update incremental query to avoid data missing when new data is inserted at the same time as a sync starts under non-CDC incremental mode                                  |
+| 1.0.15     | 2022-10-11 | [17782](https://github.com/airbytehq/airbyte/pull/17782) | Handle 24:00:00 value for Time column                                                                                                                                      |
+| 1.0.14     | 2022-10-03 | [17515](https://github.com/airbytehq/airbyte/pull/17515) | Fix an issue preventing connection using client certificate                                                                                                                |
+| 1.0.13     | 2022-10-01 | [17459](https://github.com/airbytehq/airbyte/pull/17459) | Upgrade debezium version to 1.9.6 from 1.9.2                                                                                                                               |
+| 1.0.12     | 2022-09-27 | [17299](https://github.com/airbytehq/airbyte/pull/17299) | Improve error handling for strict-encrypt postgres source                                                                                                                  |
+| 1.0.11     | 2022-09-26 | [17131](https://github.com/airbytehq/airbyte/pull/17131) | Allow nullable columns to be used as cursor                                                                                                                                |
+| 1.0.10     | 2022-09-14 | [15668](https://github.com/airbytehq/airbyte/pull/15668) | Wrap logs in AirbyteLogMessage                                                                                                                                             |
+| 1.0.9      | 2022-09-13 | [16657](https://github.com/airbytehq/airbyte/pull/16657) | Improve CDC record queueing performance                                                                                                                                    |
+| 1.0.8      | 2022-09-08 | [16202](https://github.com/airbytehq/airbyte/pull/16202) | Adds error messaging factory to UI                                                                                                                                         |
+| 1.0.7      | 2022-08-30 | [16114](https://github.com/airbytehq/airbyte/pull/16114) | Prevent traffic going on an unsecured channel in strict-encryption version of source postgres                                                                              |
+| 1.0.6      | 2022-08-30 | [16138](https://github.com/airbytehq/airbyte/pull/16138) | Remove unnecessary logging                                                                                                                                                 |
+| 1.0.5      | 2022-08-25 | [15993](https://github.com/airbytehq/airbyte/pull/15993) | Add support for connection over SSL in CDC mode                                                                                                                            |
+| 1.0.4      | 2022-08-23 | [15877](https://github.com/airbytehq/airbyte/pull/15877) | Fix temporal data type bug which was causing failure in CDC mode                                                                                                           |
+| 1.0.3      | 2022-08-18 | [14356](https://github.com/airbytehq/airbyte/pull/14356) | DB Sources: only show a table can sync incrementally if at least one column can be used as a cursor field                                                                  |
+| 1.0.2      | 2022-08-11 | [15538](https://github.com/airbytehq/airbyte/pull/15538) | Allow additional properties in db stream state                                                                                                                             |
+| 1.0.1      | 2022-08-10 | [15496](https://github.com/airbytehq/airbyte/pull/15496) | Fix state emission in incremental sync                                                                                                                                     |
+|            | 2022-08-10 | [15481](https://github.com/airbytehq/airbyte/pull/15481) | Fix data handling from WAL logs in CDC mode                                                                                                                                |
+| 1.0.0      | 2022-08-05 | [15380](https://github.com/airbytehq/airbyte/pull/15380) | Change connector label to generally_available (requires [upgrading](https://docs.airbyte.com/operator-guides/upgrading-airbyte/) your Airbyte platform to `v0.40.0-alpha`) |
+| 0.4.44     | 2022-08-05 | [15342](https://github.com/airbytehq/airbyte/pull/15342) | Adjust titles and descriptions in spec.json                                                                                                                                |
+| 0.4.43     | 2022-08-03 | [15226](https://github.com/airbytehq/airbyte/pull/15226) | Make connectionTimeoutMs configurable through JDBC url parameters                                                                                                          |
+| 0.4.42     | 2022-08-03 | [15273](https://github.com/airbytehq/airbyte/pull/15273) | Fix a bug in `0.4.36` and correctly parse the CDC initial record waiting time                                                                                              |
+| 0.4.41     | 2022-08-03 | [15077](https://github.com/airbytehq/airbyte/pull/15077) | Sync data from beginning if the LSN is no longer valid in CDC                                                                                                              |
+|            | 2022-08-03 | [14903](https://github.com/airbytehq/airbyte/pull/14903) | Emit state messages more frequently (⛔ this version has a bug; use `1.0.1` instead                                                                                         |
+| 0.4.40     | 2022-08-03 | [15187](https://github.com/airbytehq/airbyte/pull/15187) | Add support for BCE dates/timestamps                                                                                                                                       |
+|            | 2022-08-03 | [14534](https://github.com/airbytehq/airbyte/pull/14534) | Align regular and CDC integration tests and data mappers                                                                                                                   |
+| 0.4.39     | 2022-08-02 | [14801](https://github.com/airbytehq/airbyte/pull/14801) | Fix multiple log bindings                                                                                                                                                  |
+| 0.4.38     | 2022-07-26 | [14362](https://github.com/airbytehq/airbyte/pull/14362) | Integral columns are now discovered as int64 fields.                                                                                                                       |
+| 0.4.37     | 2022-07-22 | [14714](https://github.com/airbytehq/airbyte/pull/14714) | Clarified error message when invalid cursor column selected                                                                                                                |
+| 0.4.36     | 2022-07-21 | [14451](https://github.com/airbytehq/airbyte/pull/14451) | Make initial CDC waiting time configurable (⛔ this version has a bug and will not work; use `0.4.42` instead)                                                              |
+| 0.4.35     | 2022-07-14 | [14574](https://github.com/airbytehq/airbyte/pull/14574) | Removed additionalProperties:false from JDBC source connectors                                                                                                             |
+| 0.4.34     | 2022-07-17 | [13840](https://github.com/airbytehq/airbyte/pull/13840) | Added the ability to connect using different SSL modes and SSL certificates.                                                                                               |
+| 0.4.33     | 2022-07-14 | [14586](https://github.com/airbytehq/airbyte/pull/14586) | Validate source JDBC url parameters                                                                                                                                        |
+| 0.4.32     | 2022-07-07 | [14694](https://github.com/airbytehq/airbyte/pull/14694) | Force to produce LEGACY state if the use stream capable feature flag is set to false                                                                                       |
+| 0.4.31     | 2022-07-07 | [14447](https://github.com/airbytehq/airbyte/pull/14447) | Under CDC mode, retrieve only those tables included in the publications                                                                                                    |
+| 0.4.30     | 2022-06-30 | [14251](https://github.com/airbytehq/airbyte/pull/14251) | Use more simple and comprehensive query to get selectable tables                                                                                                           |
+| 0.4.29     | 2022-06-29 | [14265](https://github.com/airbytehq/airbyte/pull/14265) | Upgrade postgresql JDBC version to 42.3.5                                                                                                                                  |
+| 0.4.28     | 2022-06-23 | [14077](https://github.com/airbytehq/airbyte/pull/14077) | Use the new state management                                                                                                                                               |
+| 0.4.26     | 2022-06-17 | [13864](https://github.com/airbytehq/airbyte/pull/13864) | Updated stacktrace format for any trace message errors                                                                                                                     |
+| 0.4.25     | 2022-06-15 | [13823](https://github.com/airbytehq/airbyte/pull/13823) | Publish adaptive postgres source that enforces ssl on cloud + Debezium version upgrade to 1.9.2 from 1.4.2                                                                 |
+| 0.4.24     | 2022-06-14 | [13549](https://github.com/airbytehq/airbyte/pull/13549) | Fixed truncated precision if the value of microseconds or seconds is 0                                                                                                     |
+| 0.4.23     | 2022-06-13 | [13745](https://github.com/airbytehq/airbyte/pull/13745) | Fixed handling datetime cursors when upgrading from older versions of the connector                                                                                        |
+| 0.4.22     | 2022-06-09 | [13655](https://github.com/airbytehq/airbyte/pull/13655) | Fixed bug with unsupported date-time datatypes during incremental sync                                                                                                     |
+| 0.4.21     | 2022-06-06 | [13435](https://github.com/airbytehq/airbyte/pull/13435) | Adjust JDBC fetch size based on max memory and max row size                                                                                                                |
+| 0.4.20     | 2022-06-02 | [13367](https://github.com/airbytehq/airbyte/pull/13367) | Added convertion hstore to json format                                                                                                                                     |
+| 0.4.19     | 2022-05-25 | [13166](https://github.com/airbytehq/airbyte/pull/13166) | Added timezone awareness and handle BC dates                                                                                                                               |
+| 0.4.18     | 2022-05-25 | [13083](https://github.com/airbytehq/airbyte/pull/13083) | Add support for tsquey type                                                                                                                                                |
+| 0.4.17     | 2022-05-19 | [13016](https://github.com/airbytehq/airbyte/pull/13016) | CDC modify schema to allow null values                                                                                                                                     |
+| 0.4.16     | 2022-05-14 | [12840](https://github.com/airbytehq/airbyte/pull/12840) | Added custom JDBC parameters field                                                                                                                                         |
+| 0.4.15     | 2022-05-13 | [12834](https://github.com/airbytehq/airbyte/pull/12834) | Fix the bug that the connector returns empty catalog for Azure Postgres database                                                                                           |
+| 0.4.14     | 2022-05-08 | [12689](https://github.com/airbytehq/airbyte/pull/12689) | Add table retrieval according to role-based `SELECT` privilege                                                                                                             |
+| 0.4.13     | 2022-05-05 | [10230](https://github.com/airbytehq/airbyte/pull/10230) | Explicitly set null value for field in json                                                                                                                                |
+| 0.4.12     | 2022-04-29 | [12480](https://github.com/airbytehq/airbyte/pull/12480) | Query tables with adaptive fetch size to optimize JDBC memory consumption                                                                                                  |
+| 0.4.11     | 2022-04-11 | [11729](https://github.com/airbytehq/airbyte/pull/11729) | Bump mina-sshd from 2.7.0 to 2.8.0                                                                                                                                         |
+| 0.4.10     | 2022-04-08 | [11798](https://github.com/airbytehq/airbyte/pull/11798) | Fixed roles for fetching materialized view processing                                                                                                                      |
+| 0.4.8      | 2022-02-21 | [10242](https://github.com/airbytehq/airbyte/pull/10242) | Fixed cursor for old connectors that use non-microsecond format. Now connectors work with both formats                                                                     |
+| 0.4.7      | 2022-02-18 | [10242](https://github.com/airbytehq/airbyte/pull/10242) | Updated timestamp transformation with microseconds                                                                                                                         |
+| 0.4.6      | 2022-02-14 | [10256](https://github.com/airbytehq/airbyte/pull/10256) | (unpublished) Add `-XX:+ExitOnOutOfMemoryError` JVM option                                                                                                                 |
+| 0.4.5      | 2022-02-08 | [10173](https://github.com/airbytehq/airbyte/pull/10173) | Improved discovering tables in case if user does not have permissions to any table                                                                                         |
+| 0.4.4      | 2022-01-26 | [9807](https://github.com/airbytehq/airbyte/pull/9807) | Update connector fields title/description                                                                                                                                  |
+| 0.4.3      | 2022-01-24 | [9554](https://github.com/airbytehq/airbyte/pull/9554) | Allow handling of java sql date in CDC                                                                                                                                     |
+| 0.4.2      | 2022-01-13 | [9360](https://github.com/airbytehq/airbyte/pull/9360) | Added schema selection                                                                                                                                                     |
+| 0.4.1      | 2022-01-05 | [9116](https://github.com/airbytehq/airbyte/pull/9116) | Added materialized views processing                                                                                                                                        |
+| 0.4.0      | 2021-12-13 | [8726](https://github.com/airbytehq/airbyte/pull/8726) | Support all Postgres types                                                                                                                                                 |
+| 0.3.17     | 2021-12-01 | [8371](https://github.com/airbytehq/airbyte/pull/8371) | Fixed incorrect handling "\n" in ssh key                                                                                                                                   |
+| 0.3.16     | 2021-11-28 | [7995](https://github.com/airbytehq/airbyte/pull/7995) | Fixed money type with amount > 1000                                                                                                                                        |
+| 0.3.15     | 2021-11-26 | [8266](https://github.com/airbytehq/airbyte/pull/8266) | Fixed the case, when Views are not listed during schema discovery                                                                                                          |
+| 0.3.14     | 2021-11-17 | [8010](https://github.com/airbytehq/airbyte/pull/8010) | Added checking of privileges before table internal discovery                                                                                                               |
+| 0.3.13     | 2021-10-26 | [7339](https://github.com/airbytehq/airbyte/pull/7339) | Support or improve support for Interval, Money, Date, various geometric data types, inventory_items, and others                                                            |
+| 0.3.12     | 2021-09-30 | [6585](https://github.com/airbytehq/airbyte/pull/6585) | Improved SSH Tunnel key generation steps                                                                                                                                   |
+| 0.3.11     | 2021-09-02 | [5742](https://github.com/airbytehq/airbyte/pull/5742) | Add SSH Tunnel support                                                                                                                                                     |
+| 0.3.9      | 2021-08-17 | [5304](https://github.com/airbytehq/airbyte/pull/5304) | Fix CDC OOM issue                                                                                                                                                          |
+| 0.3.8      | 2021-08-13 | [4699](https://github.com/airbytehq/airbyte/pull/4699) | Added json config validator                                                                                                                                                |
+| 0.3.4      | 2021-06-09 | [3973](https://github.com/airbytehq/airbyte/pull/3973) | Add `AIRBYTE_ENTRYPOINT` for Kubernetes support                                                                                                                            |
+| 0.3.3      | 2021-06-08 | [3960](https://github.com/airbytehq/airbyte/pull/3960) | Add method field in specification parameters                                                                                                                               |
+| 0.3.2      | 2021-05-26 | [3179](https://github.com/airbytehq/airbyte/pull/3179) | Remove `isCDC` logging                                                                                                                                                     |
+| 0.3.1      | 2021-04-21 | [2878](https://github.com/airbytehq/airbyte/pull/2878) | Set defined cursor for CDC                                                                                                                                                 |
+| 0.3.0      | 2021-04-21 | [2990](https://github.com/airbytehq/airbyte/pull/2990) | Support namespaces                                                                                                                                                         |
+| 0.2.7      | 2021-04-16 | [2923](https://github.com/airbytehq/airbyte/pull/2923) | SSL spec as optional                                                                                                                                                       |
+| 0.2.6      | 2021-04-16 | [2757](https://github.com/airbytehq/airbyte/pull/2757) | Support SSL connection                                                                                                                                                     |
+| 0.2.5      | 2021-04-12 | [2859](https://github.com/airbytehq/airbyte/pull/2859) | CDC bugfix                                                                                                                                                                 |
+| 0.2.4      | 2021-04-09 | [2548](https://github.com/airbytehq/airbyte/pull/2548) | Support CDC                                                                                                                                                                |
+| 0.2.3      | 2021-03-28 | [2600](https://github.com/airbytehq/airbyte/pull/2600) | Add NCHAR and NVCHAR support to DB and cursor type casting                                                                                                                 |
+| 0.2.2      | 2021-03-26 | [2460](https://github.com/airbytehq/airbyte/pull/2460) | Destination supports destination sync mode                                                                                                                                 |
+| 0.2.1      | 2021-03-18 | [2488](https://github.com/airbytehq/airbyte/pull/2488) | Sources support primary keys                                                                                                                                               |
+| 0.2.0      | 2021-03-09 | [2238](https://github.com/airbytehq/airbyte/pull/2238) | Protocol allows future/unknown properties                                                                                                                                  |
+| 0.1.13     | 2021-02-02 | [1887](https://github.com/airbytehq/airbyte/pull/1887) | Migrate AbstractJdbcSource to use iterators                                                                                                                                |
+| 0.1.12     | 2021-01-25 | [1746](https://github.com/airbytehq/airbyte/pull/1746) | Fix NPE in State Decorator                                                                                                                                                 |
+| 0.1.11     | 2021-01-25 | [1765](https://github.com/airbytehq/airbyte/pull/1765) | Add field titles to specification                                                                                                                                          |
+| 0.1.10     | 2021-01-19 | [1724](https://github.com/airbytehq/airbyte/pull/1724) | Fix JdbcSource handling of tables with same names in different schemas                                                                                                     |
+| 0.1.9      | 2021-01-14 | [1655](https://github.com/airbytehq/airbyte/pull/1655) | Fix JdbcSource OOM                                                                                                                                                         |
+| 0.1.8      | 2021-01-13 | [1588](https://github.com/airbytehq/airbyte/pull/1588) | Handle invalid numeric values in JDBC source                                                                                                                               |
+| 0.1.7      | 2021-01-08 | [1307](https://github.com/airbytehq/airbyte/pull/1307) | Migrate Postgres and MySql to use new JdbcSource                                                                                                                           |
+| 0.1.6      | 2020-12-09 | [1172](https://github.com/airbytehq/airbyte/pull/1172) | Support incremental sync                                                                                                                                                   |
+| 0.1.5      | 2020-11-30 | [1038](https://github.com/airbytehq/airbyte/pull/1038) | Change JDBC sources to discover more than standard schemas                                                                                                                 |
+| 0.1.4      | 2020-11-30 | [1046](https://github.com/airbytehq/airbyte/pull/1046) | Add connectors using an index YAML file                                                                                                                                    |
 
 </details>
diff --git a/docs/integrations/sources/pretix.md b/docs/integrations/sources/pretix.md
index 68d3bcefc3c0..56cbf094b5d6 100644
--- a/docs/integrations/sources/pretix.md
+++ b/docs/integrations/sources/pretix.md
@@ -41,6 +41,7 @@
 
 | Version | Date              | Pull Request | Subject        |
 |---------|-------------------|--------------|----------------|
+| 0.0.52 | 2026-03-31 | [75843](https://github.com/airbytehq/airbyte/pull/75843) | Update dependencies |
 | 0.0.51 | 2026-03-17 | [74925](https://github.com/airbytehq/airbyte/pull/74925) | Update dependencies |
 | 0.0.50 | 2026-03-10 | [74618](https://github.com/airbytehq/airbyte/pull/74618) | Update dependencies |
 | 0.0.49 | 2026-03-03 | [74210](https://github.com/airbytehq/airbyte/pull/74210) | Update dependencies |
diff --git a/docs/integrations/sources/productboard.md b/docs/integrations/sources/productboard.md
index fdf8d15ab240..7d284a71356f 100644
--- a/docs/integrations/sources/productboard.md
+++ b/docs/integrations/sources/productboard.md
@@ -36,6 +36,7 @@ A manifest only source for Productboard. https://www.productboard.com/
 
 | Version | Date       | Pull Request                                             | Subject                                                                                   |
 |---------|------------|----------------------------------------------------------|-------------------------------------------------------------------------------------------|
+| 0.0.54 | 2026-03-31 | [75867](https://github.com/airbytehq/airbyte/pull/75867) | Update dependencies |
 | 0.0.53 | 2026-03-17 | [74930](https://github.com/airbytehq/airbyte/pull/74930) | Update dependencies |
 | 0.0.52 | 2026-03-10 | [74617](https://github.com/airbytehq/airbyte/pull/74617) | Update dependencies |
 | 0.0.51 | 2026-03-03 | [74218](https://github.com/airbytehq/airbyte/pull/74218) | Update dependencies |
diff --git a/docs/integrations/sources/productive.md b/docs/integrations/sources/productive.md
index 0f1d41528f5d..29aeed9515c7 100644
--- a/docs/integrations/sources/productive.md
+++ b/docs/integrations/sources/productive.md
@@ -83,6 +83,7 @@ Visit `https://app.productive.io/ORG_ID-UUID/settings/api-integrations` for gett
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | -- | ---------------- |
+| 0.0.46 | 2026-03-31 | [75873](https://github.com/airbytehq/airbyte/pull/75873) | Update dependencies |
 | 0.0.45 | 2026-03-24 | [75375](https://github.com/airbytehq/airbyte/pull/75375) | Update dependencies |
 | 0.0.44 | 2026-03-10 | [74624](https://github.com/airbytehq/airbyte/pull/74624) | Update dependencies |
 | 0.0.43 | 2026-02-24 | [73855](https://github.com/airbytehq/airbyte/pull/73855) | Update dependencies |
diff --git a/docs/integrations/sources/pylon.md b/docs/integrations/sources/pylon.md
index a7e2d50bfc5a..13fa07643a3d 100644
--- a/docs/integrations/sources/pylon.md
+++ b/docs/integrations/sources/pylon.md
@@ -73,6 +73,7 @@ The Pylon API enforces per-endpoint rate limits. The Issues endpoint allows 10 r
 
 | Version | Date       | Pull Request                                             | Subject                        |
 | :------ | :--------- | :------------------------------------------------------- | :----------------------------- |
+| 0.0.5 | 2026-03-31 | [75855](https://github.com/airbytehq/airbyte/pull/75855) | Update dependencies |
 | 0.0.4 | 2026-03-17 | [74921](https://github.com/airbytehq/airbyte/pull/74921) | Update dependencies |
 | 0.0.3 | 2026-02-24 | [73850](https://github.com/airbytehq/airbyte/pull/73850) | Update dependencies |
 | 0.0.2 | 2026-02-20 | [73693](https://github.com/airbytehq/airbyte/pull/73693) | Make start_date optional, default to 1 month ago |
diff --git a/docs/integrations/sources/pypi.md b/docs/integrations/sources/pypi.md
index d2b8c7fe4526..654a7e007c15 100644
--- a/docs/integrations/sources/pypi.md
+++ b/docs/integrations/sources/pypi.md
@@ -31,6 +31,7 @@ Try not to make a lot of requests (thousands) in a short amount of time (minutes
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.2.49 | 2026-03-31 | [75848](https://github.com/airbytehq/airbyte/pull/75848) | Update dependencies |
 | 0.2.48 | 2026-03-17 | [74913](https://github.com/airbytehq/airbyte/pull/74913) | Update dependencies |
 | 0.2.47 | 2026-03-10 | [74641](https://github.com/airbytehq/airbyte/pull/74641) | Update dependencies |
 | 0.2.46 | 2026-03-03 | [74211](https://github.com/airbytehq/airbyte/pull/74211) | Update dependencies |
diff --git a/docs/integrations/sources/qualaroo.md b/docs/integrations/sources/qualaroo.md
index 6c0bc2ee7e6f..93dbe85ff992 100644
--- a/docs/integrations/sources/qualaroo.md
+++ b/docs/integrations/sources/qualaroo.md
@@ -46,6 +46,7 @@ Please read [How to get your APIs Token and Key](https://help.qualaroo.com/hc/en
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                  |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------------------------------- |
+| 0.4.43 | 2026-03-31 | [75845](https://github.com/airbytehq/airbyte/pull/75845) | Update dependencies |
 | 0.4.42 | 2026-03-17 | [74954](https://github.com/airbytehq/airbyte/pull/74954) | Update dependencies |
 | 0.4.41 | 2026-03-10 | [74645](https://github.com/airbytehq/airbyte/pull/74645) | Update dependencies |
 | 0.4.40 | 2026-02-24 | [73842](https://github.com/airbytehq/airbyte/pull/73842) | Update dependencies |
diff --git a/docs/integrations/sources/reddit.md b/docs/integrations/sources/reddit.md
index af73df15e4a6..a7cca86828df 100644
--- a/docs/integrations/sources/reddit.md
+++ b/docs/integrations/sources/reddit.md
@@ -65,6 +65,7 @@ Hit send to receive `api_key` in the response under `access_token`
 
 | Version          | Date       |Pull Request | Subject        |
 |------------------|------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75878](https://github.com/airbytehq/airbyte/pull/75878) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74911](https://github.com/airbytehq/airbyte/pull/74911) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73532](https://github.com/airbytehq/airbyte/pull/73532) | Update dependencies |
 | 0.0.45 | 2026-02-03 | [72651](https://github.com/airbytehq/airbyte/pull/72651) | Update dependencies |
diff --git a/docs/integrations/sources/referralhero.md b/docs/integrations/sources/referralhero.md
index 4d5f927a8225..cce4e578e442 100644
--- a/docs/integrations/sources/referralhero.md
+++ b/docs/integrations/sources/referralhero.md
@@ -30,6 +30,7 @@ Please follow the instructions in the following [referralhero](https://support.r
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.39 | 2026-03-31 | [75851](https://github.com/airbytehq/airbyte/pull/75851) | Update dependencies |
 | 0.0.38 | 2026-03-17 | [74928](https://github.com/airbytehq/airbyte/pull/74928) | Update dependencies |
 | 0.0.37 | 2026-03-10 | [74614](https://github.com/airbytehq/airbyte/pull/74614) | Update dependencies |
 | 0.0.36 | 2026-03-03 | [73885](https://github.com/airbytehq/airbyte/pull/73885) | Update dependencies |
diff --git a/docs/integrations/sources/repairshopr.md b/docs/integrations/sources/repairshopr.md
index 2e54d033815e..cc8f6b59f001 100644
--- a/docs/integrations/sources/repairshopr.md
+++ b/docs/integrations/sources/repairshopr.md
@@ -35,6 +35,7 @@ With this connector we can extract data from various streams such as customers ,
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.45 | 2026-03-31 | [75824](https://github.com/airbytehq/airbyte/pull/75824) | Update dependencies |
 | 0.0.44 | 2026-03-24 | [75334](https://github.com/airbytehq/airbyte/pull/75334) | Update dependencies |
 | 0.0.43 | 2026-03-10 | [74678](https://github.com/airbytehq/airbyte/pull/74678) | Update dependencies |
 | 0.0.42 | 2026-02-24 | [73744](https://github.com/airbytehq/airbyte/pull/73744) | Update dependencies |
diff --git a/docs/integrations/sources/retailexpress-by-maropost.md b/docs/integrations/sources/retailexpress-by-maropost.md
index 7efa9f585cf7..0e1f6fd3b53b 100644
--- a/docs/integrations/sources/retailexpress-by-maropost.md
+++ b/docs/integrations/sources/retailexpress-by-maropost.md
@@ -108,6 +108,7 @@ It is unclear what populates this API and the sandbox environment does not provi
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.39 | 2026-03-31 | [75854](https://github.com/airbytehq/airbyte/pull/75854) | Update dependencies |
 | 0.0.38 | 2026-03-24 | [74972](https://github.com/airbytehq/airbyte/pull/74972) | Update dependencies |
 | 0.0.37 | 2026-03-10 | [74697](https://github.com/airbytehq/airbyte/pull/74697) | Update dependencies |
 | 0.0.36 | 2026-03-03 | [74234](https://github.com/airbytehq/airbyte/pull/74234) | Update dependencies |
diff --git a/docs/integrations/sources/revenuecat.md b/docs/integrations/sources/revenuecat.md
index bb590e567df6..767409caeba1 100644
--- a/docs/integrations/sources/revenuecat.md
+++ b/docs/integrations/sources/revenuecat.md
@@ -49,6 +49,7 @@ To get started;
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.1.33 | 2026-03-31 | [75827](https://github.com/airbytehq/airbyte/pull/75827) | Update dependencies |
 | 0.1.32 | 2026-03-24 | [75351](https://github.com/airbytehq/airbyte/pull/75351) | Update dependencies |
 | 0.1.31 | 2026-03-10 | [74699](https://github.com/airbytehq/airbyte/pull/74699) | Update dependencies |
 | 0.1.30 | 2026-02-24 | [73745](https://github.com/airbytehq/airbyte/pull/73745) | Update dependencies |
diff --git a/docs/integrations/sources/revolut-merchant.md b/docs/integrations/sources/revolut-merchant.md
index 491cdaa322c5..1f400ad1f328 100644
--- a/docs/integrations/sources/revolut-merchant.md
+++ b/docs/integrations/sources/revolut-merchant.md
@@ -34,6 +34,7 @@ You can find more about the API here https://developer.revolut.com/docs/merchant
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75821](https://github.com/airbytehq/airbyte/pull/75821) | Update dependencies |
 | 0.0.46 | 2026-03-17 | [74960](https://github.com/airbytehq/airbyte/pull/74960) | Update dependencies |
 | 0.0.45 | 2026-03-10 | [74689](https://github.com/airbytehq/airbyte/pull/74689) | Update dependencies |
 | 0.0.44 | 2026-02-24 | [73771](https://github.com/airbytehq/airbyte/pull/73771) | Update dependencies |
diff --git a/docs/integrations/sources/rocketlane.md b/docs/integrations/sources/rocketlane.md
index 8a23a39d0e3f..ea6632dcaa97 100644
--- a/docs/integrations/sources/rocketlane.md
+++ b/docs/integrations/sources/rocketlane.md
@@ -27,6 +27,7 @@ Rocketlane connector  enables seamless data integration by syncing project, task
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75823](https://github.com/airbytehq/airbyte/pull/75823) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75342](https://github.com/airbytehq/airbyte/pull/75342) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74694](https://github.com/airbytehq/airbyte/pull/74694) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73479](https://github.com/airbytehq/airbyte/pull/73479) | Update dependencies |
diff --git a/docs/integrations/sources/rollbar.md b/docs/integrations/sources/rollbar.md
index 17ec91d7d5f1..df9516abee50 100644
--- a/docs/integrations/sources/rollbar.md
+++ b/docs/integrations/sources/rollbar.md
@@ -36,6 +36,7 @@ Follow [this guide](https://docs.rollbar.com/reference/getting-started-1#authent
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.46 | 2026-03-31 | [75348](https://github.com/airbytehq/airbyte/pull/75348) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73181](https://github.com/airbytehq/airbyte/pull/73181) | Update dependencies |
 | 0.0.44 | 2026-02-03 | [72569](https://github.com/airbytehq/airbyte/pull/72569) | Update dependencies |
 | 0.0.43 | 2026-01-20 | [72151](https://github.com/airbytehq/airbyte/pull/72151) | Update dependencies |
diff --git a/docs/integrations/sources/rootly.md b/docs/integrations/sources/rootly.md
index ef607a5c91f3..63c63958eefe 100644
--- a/docs/integrations/sources/rootly.md
+++ b/docs/integrations/sources/rootly.md
@@ -52,6 +52,7 @@ Documentation: https://rootly.com/api#/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75852](https://github.com/airbytehq/airbyte/pull/75852) | Update dependencies |
 | 0.0.50 | 2026-03-17 | [74970](https://github.com/airbytehq/airbyte/pull/74970) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74690](https://github.com/airbytehq/airbyte/pull/74690) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73742](https://github.com/airbytehq/airbyte/pull/73742) | Update dependencies |
diff --git a/docs/integrations/sources/ruddr.md b/docs/integrations/sources/ruddr.md
index f2b7478c6e25..e0f817c47e8c 100644
--- a/docs/integrations/sources/ruddr.md
+++ b/docs/integrations/sources/ruddr.md
@@ -31,6 +31,7 @@ Ruddr connector enables seamless data synchronization from Ruddr to various data
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.44 | 2026-03-31 | [75847](https://github.com/airbytehq/airbyte/pull/75847) | Update dependencies |
 | 0.0.43 | 2026-03-24 | [75341](https://github.com/airbytehq/airbyte/pull/75341) | Update dependencies |
 | 0.0.42 | 2026-03-10 | [74700](https://github.com/airbytehq/airbyte/pull/74700) | Update dependencies |
 | 0.0.41 | 2026-02-24 | [73772](https://github.com/airbytehq/airbyte/pull/73772) | Update dependencies |
diff --git a/docs/integrations/sources/safetyculture.md b/docs/integrations/sources/safetyculture.md
index 37ad7ec38c14..eabd2c0a7fba 100644
--- a/docs/integrations/sources/safetyculture.md
+++ b/docs/integrations/sources/safetyculture.md
@@ -54,6 +54,7 @@ The source connector supports the following [sync modes](https://docs.airbyte.co
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.55 | 2026-03-31 | [75825](https://github.com/airbytehq/airbyte/pull/75825) | Update dependencies |
 | 0.0.54 | 2026-03-24 | [75340](https://github.com/airbytehq/airbyte/pull/75340) | Update dependencies |
 | 0.0.53 | 2026-03-10 | [74677](https://github.com/airbytehq/airbyte/pull/74677) | Update dependencies |
 | 0.0.52 | 2026-02-24 | [73770](https://github.com/airbytehq/airbyte/pull/73770) | Update dependencies |
diff --git a/docs/integrations/sources/sage-hr.md b/docs/integrations/sources/sage-hr.md
index 21beb6ec0b3b..29913cab280e 100644
--- a/docs/integrations/sources/sage-hr.md
+++ b/docs/integrations/sources/sage-hr.md
@@ -31,6 +31,7 @@ The Sage HR Airbyte Connector enables seamless data integration, allowing you to
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.52 | 2026-03-31 | [74967](https://github.com/airbytehq/airbyte/pull/74967) | Update dependencies |
 | 0.0.51 | 2026-03-10 | [74676](https://github.com/airbytehq/airbyte/pull/74676) | Update dependencies |
 | 0.0.50 | 2026-02-24 | [73484](https://github.com/airbytehq/airbyte/pull/73484) | Update dependencies |
 | 0.0.49 | 2026-02-10 | [73182](https://github.com/airbytehq/airbyte/pull/73182) | Update dependencies |
diff --git a/docs/integrations/sources/salesflare.md b/docs/integrations/sources/salesflare.md
index 322f1c16f4da..d82e45c3d6bb 100644
--- a/docs/integrations/sources/salesflare.md
+++ b/docs/integrations/sources/salesflare.md
@@ -31,6 +31,7 @@ Docs : https://api.salesflare.com/docs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.45 | 2026-03-31 | [75840](https://github.com/airbytehq/airbyte/pull/75840) | Update dependencies |
 | 0.0.44 | 2026-03-24 | [75335](https://github.com/airbytehq/airbyte/pull/75335) | Update dependencies |
 | 0.0.43 | 2026-03-10 | [74675](https://github.com/airbytehq/airbyte/pull/74675) | Update dependencies |
 | 0.0.42 | 2026-02-24 | [73179](https://github.com/airbytehq/airbyte/pull/73179) | Update dependencies |
diff --git a/docs/integrations/sources/salesforce.md b/docs/integrations/sources/salesforce.md
index 3182f4da1994..35735e45ab99 100644
--- a/docs/integrations/sources/salesforce.md
+++ b/docs/integrations/sources/salesforce.md
@@ -274,6 +274,8 @@ The lookback window uses the ISO 8601 duration format. The format is `PT<number>
 
 | Version     | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:------------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 2.7.20 | 2026-03-18 | [75201](https://github.com/airbytehq/airbyte/pull/75201) | Fix Bulk API INVALID_SESSION_ID by replacing static token provider with auto-refreshing SalesforceTokenProvider |
+| 2.7.19 | 2026-03-30 | [75579](https://github.com/airbytehq/airbyte/pull/75579) | Add `oauth_connector_input_specification` for declarative OAuth with sandbox/production URL switching |
 | 2.7.18 | 2026-02-25 | [73501](https://github.com/airbytehq/airbyte/pull/73501) | fix(source-salesforce): skip time-based slicing for full_refresh syncs (AI-Triage PR) |
 | 2.7.17 | 2026-02-10 | [73235](https://github.com/airbytehq/airbyte/pull/73235) | Make lookback window configurable to address Salesforce API eventual consistency |
 | 2.7.16 | 2025-10-29 | [69078](https://github.com/airbytehq/airbyte/pull/69078) | Promoting release candidate 2.7.16-rc.1 to a main version. |
diff --git a/docs/integrations/sources/sap-fieldglass.md b/docs/integrations/sources/sap-fieldglass.md
index 68af473706b0..bfd6ecae8729 100644
--- a/docs/integrations/sources/sap-fieldglass.md
+++ b/docs/integrations/sources/sap-fieldglass.md
@@ -25,6 +25,7 @@ This page contains the setup guide and reference information for the SAP Fieldgl
 
 | Version | Date       | Pull Request                                    | Subject                                     |
 | :------ | :--------- | :---------------------------------------------- |:--------------------------------------------|
+| 0.2.37 | 2026-03-31 | [75819](https://github.com/airbytehq/airbyte/pull/75819) | Update dependencies |
 | 0.2.36 | 2026-03-24 | [75336](https://github.com/airbytehq/airbyte/pull/75336) | Update dependencies |
 | 0.2.35 | 2026-03-10 | [74695](https://github.com/airbytehq/airbyte/pull/74695) | Update dependencies |
 | 0.2.34 | 2026-02-24 | [73492](https://github.com/airbytehq/airbyte/pull/73492) | Update dependencies |
diff --git a/docs/integrations/sources/savvycal.md b/docs/integrations/sources/savvycal.md
index 7c849e69f15c..144487971635 100644
--- a/docs/integrations/sources/savvycal.md
+++ b/docs/integrations/sources/savvycal.md
@@ -21,6 +21,7 @@ Sync your scheduled meetings and scheduling links from SavvyCal!
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.51 | 2026-03-31 | [75860](https://github.com/airbytehq/airbyte/pull/75860) | Update dependencies |
 | 0.0.50 | 2026-03-24 | [75343](https://github.com/airbytehq/airbyte/pull/75343) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74692](https://github.com/airbytehq/airbyte/pull/74692) | Update dependencies |
 | 0.0.48 | 2026-03-03 | [74229](https://github.com/airbytehq/airbyte/pull/74229) | Update dependencies |
diff --git a/docs/integrations/sources/scryfall.md b/docs/integrations/sources/scryfall.md
index cb78a7a3beec..5af49f8aa1b5 100644
--- a/docs/integrations/sources/scryfall.md
+++ b/docs/integrations/sources/scryfall.md
@@ -20,6 +20,7 @@ For Magic The Gathering fans. Here is a simple data source for all the cards and
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.48 | 2026-03-31 | [75857](https://github.com/airbytehq/airbyte/pull/75857) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74963](https://github.com/airbytehq/airbyte/pull/74963) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73747](https://github.com/airbytehq/airbyte/pull/73747) | Update dependencies |
 | 0.0.45 | 2026-02-03 | [72553](https://github.com/airbytehq/airbyte/pull/72553) | Update dependencies |
diff --git a/docs/integrations/sources/segment.md b/docs/integrations/sources/segment.md
index e39f353716d5..8256532265c9 100644
--- a/docs/integrations/sources/segment.md
+++ b/docs/integrations/sources/segment.md
@@ -34,6 +34,7 @@ Connector that pulls from Segment&#39;s Public API.
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75791](https://github.com/airbytehq/airbyte/pull/75791) | Update dependencies |
 | 0.0.46 | 2026-03-17 | [74599](https://github.com/airbytehq/airbyte/pull/74599) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73759](https://github.com/airbytehq/airbyte/pull/73759) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73464](https://github.com/airbytehq/airbyte/pull/73464) | Update dependencies |
diff --git a/docs/integrations/sources/sendinblue.md b/docs/integrations/sources/sendinblue.md
index 7216ed5c4a00..1efb1c346a11 100644
--- a/docs/integrations/sources/sendinblue.md
+++ b/docs/integrations/sources/sendinblue.md
@@ -34,6 +34,7 @@ Sendinblue APIs are under rate limits for the number of API calls allowed per AP
 
 | Version | Date       | Pull Request                                              | Subject                                                       |
 | :------ | :--------- | :-------------------------------------------------------- | :------------------------------------------------------------ |
+| 0.2.26 | 2026-03-31 | [75798](https://github.com/airbytehq/airbyte/pull/75798) | Update dependencies |
 | 0.2.25 | 2026-03-24 | [75120](https://github.com/airbytehq/airbyte/pull/75120) | Update dependencies |
 | 0.2.24 | 2026-02-24 | [73936](https://github.com/airbytehq/airbyte/pull/73936) | Update dependencies |
 | 0.2.23 | 2026-02-17 | [73463](https://github.com/airbytehq/airbyte/pull/73463) | Update dependencies |
diff --git a/docs/integrations/sources/sentry.md b/docs/integrations/sources/sentry.md
index be42ac887bca..bcd43cde927a 100644
--- a/docs/integrations/sources/sentry.md
+++ b/docs/integrations/sources/sentry.md
@@ -65,6 +65,7 @@ Please be aware: this also means that any change older than 90 days will not be
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:--------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 0.9.19 | 2026-03-31 | [75797](https://github.com/airbytehq/airbyte/pull/75797) | Update dependencies |
 | 0.9.18 | 2026-03-24 | [75330](https://github.com/airbytehq/airbyte/pull/75330) | Update dependencies |
 | 0.9.17 | 2026-03-10 | [74601](https://github.com/airbytehq/airbyte/pull/74601) | Update dependencies |
 | 0.9.16 | 2026-03-03 | [73562](https://github.com/airbytehq/airbyte/pull/73562) | Update dependencies |
diff --git a/docs/integrations/sources/sftp-bulk.md b/docs/integrations/sources/sftp-bulk.md
index 813cea4f890e..0459187cfdf8 100644
--- a/docs/integrations/sources/sftp-bulk.md
+++ b/docs/integrations/sources/sftp-bulk.md
@@ -61,7 +61,7 @@ For more information on SSH key pair authentication, please refer to the
 
 ### Set up the SFTP Bulk connector in Airbyte
 
-### For Airbyte Cloud
+### For Airbyte Cloud:
 
 1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
 2. Click Sources and then click + New source.
@@ -70,7 +70,7 @@ For more information on SSH key pair authentication, please refer to the
 5. Choose a [delivery method](../../platform/using-airbyte/delivery-methods) for your data.
 6. Enter the **Host Address**.
 7. Enter your **Username**
-8. Enter your authentication credentials for the SFTP server (**Password** or **Private Key**). If using Private Key authentication, see the SSH Key Authentication Setup section below for detailed instructions.
+8. Enter your authentication credentials for the SFTP server (**Password** or **Private Key**). If using Private Key authentication, see the [SSH Key Authentication Setup](#ssh-key-authentication-setup) section below for detailed instructions.
 9. In the section titled `The list of streams to sync`, enter a **Stream Name**. This is the name of the stream that is created in your destination. Add additional streams by clicking **Add**.
 10. For each stream, select in the dropdown menu the **File Type** you wish to sync. Depending on the format chosen, you'll see a set of options specific to the file type. You can read more about specifics to each file type below.
 11. (Optional) Provide a **Start Date** using the provided datepicker, or by entering the date in the format `YYYY-MM-DDTHH:mm:ss.SSSSSSZ`. Incremental syncs will only sync files modified/added after this date.
@@ -92,6 +92,13 @@ For more information on SSH key pair authentication, please refer to the
 
 14. Click **Set up source** to complete setup. A test runs to verify the configuration.
 
+### For Airbyte Open Source:
+
+1. Navigate to the Airbyte Open Source dashboard.
+2. Click Sources and then click + New source.
+3. On the Set up the source page, select SFTP Bulk from the Source type dropdown.
+4. Enter a name for the SFTP Bulk connector.
+
 #### SSH Key Authentication Setup
 
 If your SFTP server uses SSH key-based authentication, you'll need to provide your private key file (`.pem` or similar format) during setup. Follow these steps to create and upload it correctly:
@@ -121,13 +128,6 @@ Once uploaded, Airbyte uses this file to authenticate securely with your SFTP se
 The file must be in PEM format, a plain text file containing your private key between the BEGIN and END lines. Do not paste the key directly into the field; Airbyte requires a file upload.
 :::
 
-### For Airbyte Open Source
-
-1. Navigate to the Airbyte Open Source dashboard.
-2. Click Sources and then click + New source.
-3. On the Set up the source page, select SFTP Bulk from the Source type dropdown.
-4. Enter a name for the SFTP Bulk connector.
-
 ## Delivery Method
 
 <FieldAnchor field="delivery_method.delivery_type">
@@ -184,9 +184,10 @@ For more information about delivery methods and their limitations, see the [Deli
 
 | Version | Date       | Pull Request                                             | Subject                                                     |
 |:--------|:-----------|:---------------------------------------------------------|:------------------------------------------------------------|
+| 1.9.1 | 2026-04-01 | [75967](https://github.com/airbytehq/airbyte/pull/75967) | Support non-RSA private key types (Ed25519, ECDSA, DSS) for SSH authentication |
 | 1.9.0 | 2026-01-08 | [71225](https://github.com/airbytehq/airbyte/pull/71225) | Promoting release candidate 1.9.0-rc.2 to a main version. |
-| 1.9.0-rc.2 | 2026-01-05 | [71038](https://github.com/airbytehq/airbyte/pull/71038) | Fix directory could match globs logic                    |
-| 1.9.0-rc.1 | 2025-12-09 | [69167](https://github.com/airbytehq/airbyte/pull/69167) | Fix OOM on check, update airbyte-cdk version                                                                                                                           |
+| 1.9.0-rc.2 | 2026-01-05 | [71038](https://github.com/airbytehq/airbyte/pull/71038) | Fix directory could match globs logic |
+| 1.9.0-rc.1 | 2025-12-09 | [69167](https://github.com/airbytehq/airbyte/pull/69167) | Fix OOM on check, update airbyte-cdk version |
 | 1.8.9      | 2025-11-24 | | Increase `maxSecondsBetweenMessages` to 3 hours                                                                                                                          |
 | 1.8.8      | 2025-11-10 | [69257](https://github.com/airbytehq/airbyte/pull/69257) | Update error message when file exceeds size limit                                                                                                                      |
 | 1.8.6 | 2025-10-14 | [67923](https://github.com/airbytehq/airbyte/pull/67923) | Update dependencies |
diff --git a/docs/integrations/sources/shutterstock.md b/docs/integrations/sources/shutterstock.md
index f58a6b2aa693..7ce40c0ca49d 100644
--- a/docs/integrations/sources/shutterstock.md
+++ b/docs/integrations/sources/shutterstock.md
@@ -34,6 +34,7 @@ API Reference: https://api-reference.shutterstock.com/#overview
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.33 | 2026-03-31 | [75792](https://github.com/airbytehq/airbyte/pull/75792) | Update dependencies |
 | 0.0.32 | 2026-03-17 | [75110](https://github.com/airbytehq/airbyte/pull/75110) | Update dependencies |
 | 0.0.31 | 2026-03-03 | [73969](https://github.com/airbytehq/airbyte/pull/73969) | Update dependencies |
 | 0.0.30 | 2026-02-17 | [73535](https://github.com/airbytehq/airbyte/pull/73535) | Update dependencies |
diff --git a/docs/integrations/sources/signnow.md b/docs/integrations/sources/signnow.md
index 8db8100b08e6..974edd6fc169 100644
--- a/docs/integrations/sources/signnow.md
+++ b/docs/integrations/sources/signnow.md
@@ -34,6 +34,7 @@ API Reference: https://docs.signnow.com/docs/signnow/welcome
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.35 | 2026-03-31 | [75787](https://github.com/airbytehq/airbyte/pull/75787) | Update dependencies |
 | 0.0.34 | 2026-03-24 | [75119](https://github.com/airbytehq/airbyte/pull/75119) | Update dependencies |
 | 0.0.33 | 2026-02-24 | [73938](https://github.com/airbytehq/airbyte/pull/73938) | Update dependencies |
 | 0.0.32 | 2026-02-17 | [73561](https://github.com/airbytehq/airbyte/pull/73561) | Update dependencies |
diff --git a/docs/integrations/sources/simfin.md b/docs/integrations/sources/simfin.md
index 38065a88eb04..a6114a11ad5d 100644
--- a/docs/integrations/sources/simfin.md
+++ b/docs/integrations/sources/simfin.md
@@ -28,6 +28,7 @@ Docs https://simfin.readme.io/reference/getting-started-1
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75784](https://github.com/airbytehq/airbyte/pull/75784) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [75113](https://github.com/airbytehq/airbyte/pull/75113) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [73977](https://github.com/airbytehq/airbyte/pull/73977) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73553](https://github.com/airbytehq/airbyte/pull/73553) | Update dependencies |
diff --git a/docs/integrations/sources/slack.md b/docs/integrations/sources/slack.md
index da804e347c00..734f78838eec 100644
--- a/docs/integrations/sources/slack.md
+++ b/docs/integrations/sources/slack.md
@@ -85,7 +85,10 @@ If you are using an API key to authenticate to Slack, a refresh token is not req
 <FieldAnchor field="include_private_channels">
 9. (Optional) **Include_private_channels** Toggle on to sync data from private channels. You will need to manually add the bot to private channels even if `join_channels` is toggled on.
 </FieldAnchor>
-10. Click **Set up source**. You must add the App created in Step 1 to the channels with the data that you want to sync.
+<FieldAnchor field="threads_ignore_no_replies">
+10. (Optional) **Ignore messages with no replies in threads stream** Toggle on to skip messages with no replies (`reply_count=0`) in the Threads stream. This reduces unnecessary `conversations.replies` API calls and can significantly speed up syncs for workspaces with many messages. Disabled by default to make the Threads stream contain unthreaded messages in its records.
+</FieldAnchor>
+11. Click **Set up source**. You must add the App created in Step 1 to the channels with the data that you want to sync.
 <!-- /env:cloud -->
 
 <!-- env:oss -->
@@ -101,7 +104,8 @@ If you are using an API key to authenticate to Slack, a refresh token is not req
 7. **Threads Lookback window (Days)**. This corresponds to the number of days in the past from which you want to sync data.
 8. (Optional) **Channel filter** the list of channel names (without leading '#' char) that limits the channels from which you'd like to sync. If no channels are specified, Airbyte will replicate data from all channels.
 9. (Optional) **Include_private_channels** Toggle on to sync data from private channels. You will need to manually add the bot to private channels even if `join_channels` is toggled on.
-10. Click **Set up source**. You must add the App created in Step 1 to the channels with the data that you want to sync.
+10. (Optional) **Ignore messages with no replies in threads stream** Toggle on to skip messages with no replies (`reply_count=0`) in the Threads stream. This reduces unnecessary `conversations.replies` API calls and can significantly speed up syncs for workspaces with many messages. Disabled by default to make the Threads stream contain unthreaded messages in its records.
+11. Click **Set up source**. You must add the App created in Step 1 to the channels with the data that you want to sync.
 <!-- /env:oss -->
 
 <HideInUI>
@@ -170,6 +174,12 @@ These two streams are effectively limited to **one request per minute**. Conside
 
 - Check out common troubleshooting issues for the Slack source connector on our Airbyte Forum [here](https://github.com/airbytehq/airbyte/discussions).
 
+#### Threads stream performance
+
+If your Threads stream syncs are slow, consider enabling the **Ignore messages with no replies in threads stream** (`threads_ignore_no_replies`) option. By default, the Threads stream calls the `conversations.replies` API for every message, including those with no replies. In many workspaces, the majority of messages have no replies, so these API calls are wasted and consume rate-limit budget.
+
+- **Set to `true`** when you want to optimize sync performance and only need thread replies for messages that actually have threaded conversations. This can reduce API calls by up to 89% depending on your workspace.
+- **Keep as `false` (default)** when you need the Threads stream to include records for all messages, including unthreaded ones. This preserves the current behavior where every message appears in the Threads stream output.
 
 </details>
 
@@ -183,6 +193,9 @@ These two streams are effectively limited to **one request per minute**. Conside
 
 | Version    | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:-----------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 3.1.16 | 2026-04-02 | [76052](https://github.com/airbytehq/airbyte/pull/76052) | Skip joining archived channels that are rejected by the Slack API |
+| 3.1.15 | 2026-03-31 | [75905](https://github.com/airbytehq/airbyte/pull/75905) | Add configurable option to skip conversations.replies API calls for messages with no replies, reducing unnecessary API usage |
+| 3.1.14 | 2026-03-27 | [75197](https://github.com/airbytehq/airbyte/pull/75197) | Add declarative OAuth with `oauth_connector_input_specification` and granular scopes |
 | 3.1.13 | 2026-03-24 | [75329](https://github.com/airbytehq/airbyte/pull/75329) | Update dependencies |
 | 3.1.12 | 2026-03-10 | [74598](https://github.com/airbytehq/airbyte/pull/74598) | Update dependencies |
 | 3.1.11 | 2026-02-24 | [73948](https://github.com/airbytehq/airbyte/pull/73948) | Update dependencies |
@@ -197,72 +210,72 @@ These two streams are effectively limited to **one request per minute**. Conside
 | 3.1.2 | 2025-09-30 | [66566](https://github.com/airbytehq/airbyte/pull/66566) | Update to CDK v7 |
 | 3.1.1 | 2025-09-24 | [66640](https://github.com/airbytehq/airbyte/pull/66640) | Update dependencies |
 | 3.1.0 | 2025-09-18 | [66501](https://github.com/airbytehq/airbyte/pull/66501) | Promoting release candidate 3.1.0-rc.1 to a main version. |
-| 3.1.0-rc.1 | 2025-09-10 | [64160](https://github.com/airbytehq/airbyte/pull/64160) | Migrate to manifest-only.                                                                                                                                              |
-| 3.0.0      | 2025-09-10 | [65937](https://github.com/airbytehq/airbyte/pull/65937) | Add migration guide for missing state issue                                                                                                                            |
-| 2.2.0      | 2025-09-10 | [66155](https://github.com/airbytehq/airbyte/pull/66155) | Promoting release candidate 2.2.0-rc.7 to a main version.                                                                                                              |
-| 2.2.0-rc.7 | 2025-08-21 | [65132](https://github.com/airbytehq/airbyte/pull/65132) | Update API budget to depend on auth method (rate limits apply only with OAuth).                                                                                        |
-| 2.2.0-rc.6 | 2025-08-14 | [64553](https://github.com/airbytehq/airbyte/pull/64553) | Add API budget for Threads and Channel Messages streams.                                                                                                               |
-| 2.2.0-rc.5 | 2025-08-06 | [64530](https://github.com/airbytehq/airbyte/pull/64530) | Set use_cache = true for Channels and Channel Messages streams.                                                                                                        |
-| 2.2.0-rc.4 | 2025-08-04 | [64486](https://github.com/airbytehq/airbyte/pull/64486) | Add backoff strategy for Channels stream.                                                                                                                              |
-| 2.2.0-rc.3 | 2025-07-29 | [64107](https://github.com/airbytehq/airbyte/pull/64107) | Add custom partition router.                                                                                                                                           |
-| 2.2.0-rc.2 | 2025-07-23 | [63732](https://github.com/airbytehq/airbyte/pull/63732) | Enable progressive rollout.                                                                                                                                            |
-| 2.2.0-rc.1 | 2025-07-23 | [63278](https://github.com/airbytehq/airbyte/pull/63278) | Migrate Threads stream to manifest.                                                                                                                                    |
-| 2.1.0      | 2025-07-11 | [62930](https://github.com/airbytehq/airbyte/pull/62930) | Promoting release candidate 2.1.0-rc.1 to a main version.                                                                                                              |
-| 2.1.0-rc.1 | 2025-07-07 | [62110](https://github.com/airbytehq/airbyte/pull/62110) | Bump cdk v6                                                                                                                                                            |
-| 2.0.2      | 2025-07-05 | [62709](https://github.com/airbytehq/airbyte/pull/62709) | Update dependencies                                                                                                                                                    |
-| 2.0.1      | 2025-06-28 | [51965](https://github.com/airbytehq/airbyte/pull/51965) | Update dependencies                                                                                                                                                    |
-| 2.0.0      | 2025-06-25 | [62055](https://github.com/airbytehq/airbyte/pull/62055) | Add breaking change notification for migrating to the new Slack Marketplace application to retain higher rate limits.                                                  |
-| 1.3.2      | 2025-01-11 | [43812](https://github.com/airbytehq/airbyte/pull/43812) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
-| 1.3.1      | 2024-07-24 | [42485](https://github.com/airbytehq/airbyte/pull/42485) | Fix MRO error for `IncrementalMessageStream`                                                                                                                           |
-| 1.3.0      | 2024-07-17 | [41994](https://github.com/airbytehq/airbyte/pull/41994) | Migrate to CDK v3.5.1                                                                                                                                                  |
-| 1.2.0      | 2024-07-16 | [41970](https://github.com/airbytehq/airbyte/pull/41970) | Migrate to CDK v2.4.0                                                                                                                                                  |
-| 1.1.13     | 2024-07-13 | [41863](https://github.com/airbytehq/airbyte/pull/41863) | Update dependencies                                                                                                                                                    |
-| 1.1.12     | 2024-07-10 | [41485](https://github.com/airbytehq/airbyte/pull/41485) | Update dependencies                                                                                                                                                    |
-| 1.1.11     | 2024-07-09 | [41231](https://github.com/airbytehq/airbyte/pull/41231) | Update dependencies                                                                                                                                                    |
-| 1.1.10     | 2024-07-06 | [40839](https://github.com/airbytehq/airbyte/pull/40839) | Update dependencies                                                                                                                                                    |
-| 1.1.9      | 2024-06-25 | [40347](https://github.com/airbytehq/airbyte/pull/40347) | Update dependencies                                                                                                                                                    |
-| 1.1.8      | 2024-06-22 | [40166](https://github.com/airbytehq/airbyte/pull/40166) | Update dependencies                                                                                                                                                    |
-| 1.1.7      | 2025-06-14 | [39343](https://github.com/airbytehq/airbyte/pull/39343) | Update state handling for `threads` Python stream                                                                                                                      |
-| 1.1.6      | 2024-06-12 | [39416](https://github.com/airbytehq/airbyte/pull/39416) | Respect `include_private_channels` option in `threads` stream                                                                                                          |
-| 1.1.5      | 2024-06-10 | [39132](https://github.com/airbytehq/airbyte/pull/39132) | Convert string state to float for `threads` stream                                                                                                                     |
-| 1.1.4      | 2024-06-06 | [39271](https://github.com/airbytehq/airbyte/pull/39271) | [autopull] Upgrade base image to v1.2.2                                                                                                                                |
-| 1.1.3      | 2024-06-05 | [39121](https://github.com/airbytehq/airbyte/pull/39121) | Change cursor format for `channel_messages` stream to `%s_as_float`                                                                                                    |
-| 1.1.2      | 2024-05-23 | [38619](https://github.com/airbytehq/airbyte/pull/38619) | Fix cursor granularity for the `channel_messages` stream                                                                                                               |
-| 1.1.1      | 2024-05-02 | [36661](https://github.com/airbytehq/airbyte/pull/36661) | Schema descriptions                                                                                                                                                    |
-| 1.1.0      | 2024-04-18 | [37332](https://github.com/airbytehq/airbyte/pull/37332) | Add the capability to sync from private channels                                                                                                                       |
-| 1.0.0      | 2024-04-02 | [35477](https://github.com/airbytehq/airbyte/pull/35477) | Migration to low-code CDK                                                                                                                                              |
-| 0.4.1      | 2024-03-27 | [36579](https://github.com/airbytehq/airbyte/pull/36579) | Upgrade airbyte-cdk version to emit record counts as floats                                                                                                            |
-| 0.4.0      | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0`                                                                                                                                        |
-| 0.3.9      | 2024-02-12 | [35157](https://github.com/airbytehq/airbyte/pull/35157) | Manage dependencies with Poetry                                                                                                                                        |
-| 0.3.8      | 2024-02-09 | [35131](https://github.com/airbytehq/airbyte/pull/35131) | Fixed the issue when `schema discovery` fails with `502` due to the platform timeout                                                                                   |
-| 0.3.7      | 2024-01-10 | [1234](https://github.com/airbytehq/airbyte/pull/1234)   | Prepare for airbyte-lib                                                                                                                                                |
-| 0.3.6      | 2023-11-21 | [32707](https://github.com/airbytehq/airbyte/pull/32707) | Threads: do not use client-side record filtering                                                                                                                       |
-| 0.3.5      | 2023-10-19 | [31599](https://github.com/airbytehq/airbyte/pull/31599) | Base image migration: remove Dockerfile and use the python-connector-base image                                                                                        |
-| 0.3.4      | 2023-10-06 | [31134](https://github.com/airbytehq/airbyte/pull/31134) | Update CDK and remove non iterable return from records                                                                                                                 |
-| 0.3.3      | 2023-09-28 | [30580](https://github.com/airbytehq/airbyte/pull/30580) | Add `bot_id` field to threads schema                                                                                                                                   |
-| 0.3.2      | 2023-09-20 | [30613](https://github.com/airbytehq/airbyte/pull/30613) | Set default value for channel_filters during discover                                                                                                                  |
-| 0.3.1      | 2023-09-19 | [30570](https://github.com/airbytehq/airbyte/pull/30570) | Use default availability strategy                                                                                                                                      |
-| 0.3.0      | 2023-09-18 | [30521](https://github.com/airbytehq/airbyte/pull/30521) | Add unexpected fields to streams `channel_messages`, `channels`, `threads`, `users`                                                                                    |
-| 0.2.0      | 2023-05-24 | [26497](https://github.com/airbytehq/airbyte/pull/26497) | Fixed `lookback window` value limitations                                                                                                                              |
-| 0.1.26     | 2023-05-17 | [26186](https://github.com/airbytehq/airbyte/pull/26186) | Limited the `lookback window` range for input configuration                                                                                                            |
-| 0.1.25     | 2023-03-20 | [22889](https://github.com/airbytehq/airbyte/pull/22889) | Specified date formatting in specification                                                                                                                             |
-| 0.1.24     | 2023-03-20 | [24126](https://github.com/airbytehq/airbyte/pull/24126) | Increase page size to 1000                                                                                                                                             |
-| 0.1.23     | 2023-02-21 | [21907](https://github.com/airbytehq/airbyte/pull/21907) | Do not join channels that not gonna be synced                                                                                                                          |
-| 0.1.22     | 2023-01-27 | [22022](https://github.com/airbytehq/airbyte/pull/22022) | Set `AvailabilityStrategy` for streams explicitly to `None`                                                                                                            |
-| 0.1.21     | 2023-01-12 | [21321](https://github.com/airbytehq/airbyte/pull/21321) | Retry Timeout error                                                                                                                                                    |
-| 0.1.20     | 2022-12-21 | [20767](https://github.com/airbytehq/airbyte/pull/20767) | Update schema                                                                                                                                                          |
-| 0.1.19     | 2022-12-01 | [19970](https://github.com/airbytehq/airbyte/pull/19970) | Remove OAuth2.0 broken `refresh_token` support                                                                                                                         |
-| 0.1.18     | 2022-09-28 | [17315](https://github.com/airbytehq/airbyte/pull/17315) | Always install latest version of Airbyte CDK                                                                                                                           |
-| 0.1.17     | 2022-08-28 | [16085](https://github.com/airbytehq/airbyte/pull/16085) | Increase unit test coverage                                                                                                                                            |
-| 0.1.16     | 2022-08-28 | [16050](https://github.com/airbytehq/airbyte/pull/16050) | Fix SATs                                                                                                                                                               |
-| 0.1.15     | 2022-03-31 | [11613](https://github.com/airbytehq/airbyte/pull/11613) | Add 'channel_filter' config and improve performance                                                                                                                    |
-| 0.1.14     | 2022-01-26 | [9575](https://github.com/airbytehq/airbyte/pull/9575)   | Correct schema                                                                                                                                                         |
-| 0.1.13     | 2021-11-08 | [7499](https://github.com/airbytehq/airbyte/pull/7499)   | Remove base-python dependencies                                                                                                                                        |
-| 0.1.12     | 2021-10-07 | [6570](https://github.com/airbytehq/airbyte/pull/6570)   | Implement OAuth support with OAuth authenticator                                                                                                                       |
-| 0.1.11     | 2021-08-27 | [5830](https://github.com/airbytehq/airbyte/pull/5830)   | Fix sync operations hang forever issue                                                                                                                                 |
-| 0.1.10     | 2021-08-27 | [5697](https://github.com/airbytehq/airbyte/pull/5697)   | Fix max retries issue                                                                                                                                                  |
-| 0.1.9      | 2021-07-20 | [4860](https://github.com/airbytehq/airbyte/pull/4860)   | Fix reading threads issue                                                                                                                                              |
-| 0.1.8      | 2021-07-14 | [4683](https://github.com/airbytehq/airbyte/pull/4683)   | Add float_ts primary key                                                                                                                                               |
-| 0.1.7      | 2021-06-25 | [3978](https://github.com/airbytehq/airbyte/pull/3978)   | Release Slack CDK Connector                                                                                                                                            |
+| 3.1.0-rc.1 | 2025-09-10 | [64160](https://github.com/airbytehq/airbyte/pull/64160) | Migrate to manifest-only. |
+| 3.0.0 | 2025-09-10 | [65937](https://github.com/airbytehq/airbyte/pull/65937) | Add migration guide for missing state issue |
+| 2.2.0 | 2025-09-10 | [66155](https://github.com/airbytehq/airbyte/pull/66155) | Promoting release candidate 2.2.0-rc.7 to a main version. |
+| 2.2.0-rc.7 | 2025-08-21 | [65132](https://github.com/airbytehq/airbyte/pull/65132) | Update API budget to depend on auth method (rate limits apply only with OAuth). |
+| 2.2.0-rc.6 | 2025-08-14 | [64553](https://github.com/airbytehq/airbyte/pull/64553) | Add API budget for Threads and Channel Messages streams. |
+| 2.2.0-rc.5 | 2025-08-06 | [64530](https://github.com/airbytehq/airbyte/pull/64530) | Set use_cache = true for Channels and Channel Messages streams. |
+| 2.2.0-rc.4 | 2025-08-04 | [64486](https://github.com/airbytehq/airbyte/pull/64486) | Add backoff strategy for Channels stream. |
+| 2.2.0-rc.3 | 2025-07-29 | [64107](https://github.com/airbytehq/airbyte/pull/64107) | Add custom partition router. |
+| 2.2.0-rc.2 | 2025-07-23 | [63732](https://github.com/airbytehq/airbyte/pull/63732) | Enable progressive rollout. |
+| 2.2.0-rc.1 | 2025-07-23 | [63278](https://github.com/airbytehq/airbyte/pull/63278) | Migrate Threads stream to manifest. |
+| 2.1.0 | 2025-07-11 | [62930](https://github.com/airbytehq/airbyte/pull/62930) | Promoting release candidate 2.1.0-rc.1 to a main version. |
+| 2.1.0-rc.1 | 2025-07-07 | [62110](https://github.com/airbytehq/airbyte/pull/62110) | Bump cdk v6 |
+| 2.0.2 | 2025-07-05 | [62709](https://github.com/airbytehq/airbyte/pull/62709) | Update dependencies |
+| 2.0.1 | 2025-06-28 | [51965](https://github.com/airbytehq/airbyte/pull/51965) | Update dependencies |
+| 2.0.0 | 2025-06-25 | [62055](https://github.com/airbytehq/airbyte/pull/62055) | Add breaking change notification for migrating to the new Slack Marketplace application to retain higher rate limits. |
+| 1.3.2 | 2025-01-11 | [43812](https://github.com/airbytehq/airbyte/pull/43812) | Starting with this version, the Docker image is now rootless. Please note that this and future versions will not be compatible with Airbyte versions earlier than 0.64 |
+| 1.3.1 | 2024-07-24 | [42485](https://github.com/airbytehq/airbyte/pull/42485) | Fix MRO error for `IncrementalMessageStream` |
+| 1.3.0 | 2024-07-17 | [41994](https://github.com/airbytehq/airbyte/pull/41994) | Migrate to CDK v3.5.1 |
+| 1.2.0 | 2024-07-16 | [41970](https://github.com/airbytehq/airbyte/pull/41970) | Migrate to CDK v2.4.0 |
+| 1.1.13 | 2024-07-13 | [41863](https://github.com/airbytehq/airbyte/pull/41863) | Update dependencies |
+| 1.1.12 | 2024-07-10 | [41485](https://github.com/airbytehq/airbyte/pull/41485) | Update dependencies |
+| 1.1.11 | 2024-07-09 | [41231](https://github.com/airbytehq/airbyte/pull/41231) | Update dependencies |
+| 1.1.10 | 2024-07-06 | [40839](https://github.com/airbytehq/airbyte/pull/40839) | Update dependencies |
+| 1.1.9 | 2024-06-25 | [40347](https://github.com/airbytehq/airbyte/pull/40347) | Update dependencies |
+| 1.1.8 | 2024-06-22 | [40166](https://github.com/airbytehq/airbyte/pull/40166) | Update dependencies |
+| 1.1.7 | 2025-06-14 | [39343](https://github.com/airbytehq/airbyte/pull/39343) | Update state handling for `threads` Python stream |
+| 1.1.6 | 2024-06-12 | [39416](https://github.com/airbytehq/airbyte/pull/39416) | Respect `include_private_channels` option in `threads` stream |
+| 1.1.5 | 2024-06-10 | [39132](https://github.com/airbytehq/airbyte/pull/39132) | Convert string state to float for `threads` stream |
+| 1.1.4 | 2024-06-06 | [39271](https://github.com/airbytehq/airbyte/pull/39271) | [autopull] Upgrade base image to v1.2.2 |
+| 1.1.3 | 2024-06-05 | [39121](https://github.com/airbytehq/airbyte/pull/39121) | Change cursor format for `channel_messages` stream to `%s_as_float` |
+| 1.1.2 | 2024-05-23 | [38619](https://github.com/airbytehq/airbyte/pull/38619) | Fix cursor granularity for the `channel_messages` stream |
+| 1.1.1 | 2024-05-02 | [36661](https://github.com/airbytehq/airbyte/pull/36661) | Schema descriptions |
+| 1.1.0 | 2024-04-18 | [37332](https://github.com/airbytehq/airbyte/pull/37332) | Add the capability to sync from private channels |
+| 1.0.0 | 2024-04-02 | [35477](https://github.com/airbytehq/airbyte/pull/35477) | Migration to low-code CDK |
+| 0.4.1 | 2024-03-27 | [36579](https://github.com/airbytehq/airbyte/pull/36579) | Upgrade airbyte-cdk version to emit record counts as floats |
+| 0.4.0 | 2024-03-19 | [36267](https://github.com/airbytehq/airbyte/pull/36267) | Pin airbyte-cdk version to `^0` |
+| 0.3.9 | 2024-02-12 | [35157](https://github.com/airbytehq/airbyte/pull/35157) | Manage dependencies with Poetry |
+| 0.3.8 | 2024-02-09 | [35131](https://github.com/airbytehq/airbyte/pull/35131) | Fixed the issue when `schema discovery` fails with `502` due to the platform timeout |
+| 0.3.7 | 2024-01-10 | [1234](https://github.com/airbytehq/airbyte/pull/1234) | Prepare for airbyte-lib |
+| 0.3.6 | 2023-11-21 | [32707](https://github.com/airbytehq/airbyte/pull/32707) | Threads: do not use client-side record filtering |
+| 0.3.5 | 2023-10-19 | [31599](https://github.com/airbytehq/airbyte/pull/31599) | Base image migration: remove Dockerfile and use the python-connector-base image |
+| 0.3.4 | 2023-10-06 | [31134](https://github.com/airbytehq/airbyte/pull/31134) | Update CDK and remove non iterable return from records |
+| 0.3.3 | 2023-09-28 | [30580](https://github.com/airbytehq/airbyte/pull/30580) | Add `bot_id` field to threads schema |
+| 0.3.2 | 2023-09-20 | [30613](https://github.com/airbytehq/airbyte/pull/30613) | Set default value for channel_filters during discover |
+| 0.3.1 | 2023-09-19 | [30570](https://github.com/airbytehq/airbyte/pull/30570) | Use default availability strategy |
+| 0.3.0 | 2023-09-18 | [30521](https://github.com/airbytehq/airbyte/pull/30521) | Add unexpected fields to streams `channel_messages`, `channels`, `threads`, `users` |
+| 0.2.0 | 2023-05-24 | [26497](https://github.com/airbytehq/airbyte/pull/26497) | Fixed `lookback window` value limitations |
+| 0.1.26 | 2023-05-17 | [26186](https://github.com/airbytehq/airbyte/pull/26186) | Limited the `lookback window` range for input configuration |
+| 0.1.25 | 2023-03-20 | [22889](https://github.com/airbytehq/airbyte/pull/22889) | Specified date formatting in specification |
+| 0.1.24 | 2023-03-20 | [24126](https://github.com/airbytehq/airbyte/pull/24126) | Increase page size to 1000 |
+| 0.1.23 | 2023-02-21 | [21907](https://github.com/airbytehq/airbyte/pull/21907) | Do not join channels that not gonna be synced |
+| 0.1.22 | 2023-01-27 | [22022](https://github.com/airbytehq/airbyte/pull/22022) | Set `AvailabilityStrategy` for streams explicitly to `None` |
+| 0.1.21 | 2023-01-12 | [21321](https://github.com/airbytehq/airbyte/pull/21321) | Retry Timeout error |
+| 0.1.20 | 2022-12-21 | [20767](https://github.com/airbytehq/airbyte/pull/20767) | Update schema |
+| 0.1.19 | 2022-12-01 | [19970](https://github.com/airbytehq/airbyte/pull/19970) | Remove OAuth2.0 broken `refresh_token` support |
+| 0.1.18 | 2022-09-28 | [17315](https://github.com/airbytehq/airbyte/pull/17315) | Always install latest version of Airbyte CDK |
+| 0.1.17 | 2022-08-28 | [16085](https://github.com/airbytehq/airbyte/pull/16085) | Increase unit test coverage |
+| 0.1.16 | 2022-08-28 | [16050](https://github.com/airbytehq/airbyte/pull/16050) | Fix SATs |
+| 0.1.15 | 2022-03-31 | [11613](https://github.com/airbytehq/airbyte/pull/11613) | Add 'channel_filter' config and improve performance |
+| 0.1.14 | 2022-01-26 | [9575](https://github.com/airbytehq/airbyte/pull/9575) | Correct schema |
+| 0.1.13 | 2021-11-08 | [7499](https://github.com/airbytehq/airbyte/pull/7499) | Remove base-python dependencies |
+| 0.1.12 | 2021-10-07 | [6570](https://github.com/airbytehq/airbyte/pull/6570) | Implement OAuth support with OAuth authenticator |
+| 0.1.11 | 2021-08-27 | [5830](https://github.com/airbytehq/airbyte/pull/5830) | Fix sync operations hang forever issue |
+| 0.1.10 | 2021-08-27 | [5697](https://github.com/airbytehq/airbyte/pull/5697) | Fix max retries issue |
+| 0.1.9 | 2021-07-20 | [4860](https://github.com/airbytehq/airbyte/pull/4860) | Fix reading threads issue |
+| 0.1.8 | 2021-07-14 | [4683](https://github.com/airbytehq/airbyte/pull/4683) | Add float_ts primary key |
+| 0.1.7 | 2021-06-25 | [3978](https://github.com/airbytehq/airbyte/pull/3978) | Release Slack CDK Connector |
 
 </details>
diff --git a/docs/integrations/sources/smartengage.md b/docs/integrations/sources/smartengage.md
index 0af4babf3aed..40b10009b110 100644
--- a/docs/integrations/sources/smartengage.md
+++ b/docs/integrations/sources/smartengage.md
@@ -31,6 +31,7 @@ This source can sync data from the [SmartEngage API](https://smartengage.com/doc
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.2.35 | 2026-03-31 | [75789](https://github.com/airbytehq/airbyte/pull/75789) | Update dependencies |
 | 0.2.34 | 2026-03-17 | [75117](https://github.com/airbytehq/airbyte/pull/75117) | Update dependencies |
 | 0.2.33 | 2026-03-03 | [67440](https://github.com/airbytehq/airbyte/pull/67440) | Update dependencies |
 | 0.2.32 | 2025-09-30 | [66915](https://github.com/airbytehq/airbyte/pull/66915) | Update dependencies |
diff --git a/docs/integrations/sources/smartreach.md b/docs/integrations/sources/smartreach.md
index ca30fb750d40..c48b09d7c8b0 100644
--- a/docs/integrations/sources/smartreach.md
+++ b/docs/integrations/sources/smartreach.md
@@ -23,6 +23,7 @@ Docs : https://smartreach.io/api_docs#smartreach-api
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.43 | 2026-03-31 | [75865](https://github.com/airbytehq/airbyte/pull/75865) | Update dependencies |
 | 0.0.42 | 2026-03-17 | [75108](https://github.com/airbytehq/airbyte/pull/75108) | Update dependencies |
 | 0.0.41 | 2026-02-24 | [73937](https://github.com/airbytehq/airbyte/pull/73937) | Update dependencies |
 | 0.0.40 | 2026-02-17 | [73201](https://github.com/airbytehq/airbyte/pull/73201) | Update dependencies |
diff --git a/docs/integrations/sources/solarwinds-service-desk.md b/docs/integrations/sources/solarwinds-service-desk.md
index 1598cf95afdd..69d85c0806da 100644
--- a/docs/integrations/sources/solarwinds-service-desk.md
+++ b/docs/integrations/sources/solarwinds-service-desk.md
@@ -45,6 +45,7 @@ Documentation: https://apidoc.samanage.com/#section/General-Concepts
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75868](https://github.com/airbytehq/airbyte/pull/75868) | Update dependencies |
 | 0.0.50 | 2026-03-24 | [75381](https://github.com/airbytehq/airbyte/pull/75381) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74580](https://github.com/airbytehq/airbyte/pull/74580) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73953](https://github.com/airbytehq/airbyte/pull/73953) | Update dependencies |
diff --git a/docs/integrations/sources/sparkpost.md b/docs/integrations/sources/sparkpost.md
index 7f3c8c82d180..370c7771925a 100644
--- a/docs/integrations/sources/sparkpost.md
+++ b/docs/integrations/sources/sparkpost.md
@@ -27,6 +27,7 @@ The SparkPost connector for Airbyte enables seamless integration with SparkPost
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75887](https://github.com/airbytehq/airbyte/pull/75887) | Update dependencies |
 | 0.0.46 | 2026-03-24 | [75385](https://github.com/airbytehq/airbyte/pull/75385) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73974](https://github.com/airbytehq/airbyte/pull/73974) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73441](https://github.com/airbytehq/airbyte/pull/73441) | Update dependencies |
diff --git a/docs/integrations/sources/spotify-ads.md b/docs/integrations/sources/spotify-ads.md
index aa05e0ed0cb7..c680e8e6d0f5 100644
--- a/docs/integrations/sources/spotify-ads.md
+++ b/docs/integrations/sources/spotify-ads.md
@@ -47,6 +47,7 @@ Valid Spotify Ad Account ID
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.27 | 2026-03-31 | [75886](https://github.com/airbytehq/airbyte/pull/75886) | Update dependencies |
 | 0.0.26 | 2026-03-17 | [75087](https://github.com/airbytehq/airbyte/pull/75087) | Update dependencies |
 | 0.0.25 | 2026-03-10 | [74571](https://github.com/airbytehq/airbyte/pull/74571) | Update dependencies |
 | 0.0.24 | 2026-02-24 | [73983](https://github.com/airbytehq/airbyte/pull/73983) | Update dependencies |
diff --git a/docs/integrations/sources/statsig.md b/docs/integrations/sources/statsig.md
index 3e28cd258c6a..782b2f7ff581 100644
--- a/docs/integrations/sources/statsig.md
+++ b/docs/integrations/sources/statsig.md
@@ -43,6 +43,7 @@ See the [API docs](https://docs.statsig.com/http-api) for steps to generate the
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.47 | 2026-03-31 | [75884](https://github.com/airbytehq/airbyte/pull/75884) | Update dependencies |
 | 0.0.46 | 2026-03-17 | [74613](https://github.com/airbytehq/airbyte/pull/74613) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73959](https://github.com/airbytehq/airbyte/pull/73959) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73130](https://github.com/airbytehq/airbyte/pull/73130) | Update dependencies |
diff --git a/docs/integrations/sources/stigg.md b/docs/integrations/sources/stigg.md
index 9fe8648032ac..d825b5af4e2d 100644
--- a/docs/integrations/sources/stigg.md
+++ b/docs/integrations/sources/stigg.md
@@ -47,6 +47,7 @@ The Stigg source connector supports the following sync modes:
 
 | Version | Date       | Pull Request                                                 | Subject         |
 | :------ | :--------- | :----------------------------------------------------------- | :-------------- |
+| 0.0.7 | 2026-03-31 | [75870](https://github.com/airbytehq/airbyte/pull/75870) | Update dependencies |
 | 0.0.6 | 2026-03-24 | [75392](https://github.com/airbytehq/airbyte/pull/75392) | Update dependencies |
 | 0.0.5 | 2026-02-24 | [73946](https://github.com/airbytehq/airbyte/pull/73946) | Update dependencies |
 | 0.0.4 | 2026-02-17 | [72773](https://github.com/airbytehq/airbyte/pull/72773) | Update dependencies |
diff --git a/docs/integrations/sources/stockdata.md b/docs/integrations/sources/stockdata.md
index 677cd2ddd512..1873cf248db2 100644
--- a/docs/integrations/sources/stockdata.md
+++ b/docs/integrations/sources/stockdata.md
@@ -28,6 +28,7 @@ With this connector we can extract data from EOD , Intraday and news feeds strea
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75871](https://github.com/airbytehq/airbyte/pull/75871) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75086](https://github.com/airbytehq/airbyte/pull/75086) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73942](https://github.com/airbytehq/airbyte/pull/73942) | Update dependencies |
 | 0.0.46 | 2026-02-17 | [73440](https://github.com/airbytehq/airbyte/pull/73440) | Update dependencies |
diff --git a/docs/integrations/sources/strava.md b/docs/integrations/sources/strava.md
index f3590cda8658..4de040e29bbb 100644
--- a/docs/integrations/sources/strava.md
+++ b/docs/integrations/sources/strava.md
@@ -127,6 +127,7 @@ More information about Strava rate limits and adjustments to those limits can be
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.3.45 | 2026-03-31 | [75863](https://github.com/airbytehq/airbyte/pull/75863) | Update dependencies |
 | 0.3.44 | 2026-03-17 | [75088](https://github.com/airbytehq/airbyte/pull/75088) | Update dependencies |
 | 0.3.43 | 2026-03-10 | [74577](https://github.com/airbytehq/airbyte/pull/74577) | Update dependencies |
 | 0.3.42 | 2026-03-03 | [73975](https://github.com/airbytehq/airbyte/pull/73975) | Update dependencies |
diff --git a/docs/integrations/sources/stripe.md b/docs/integrations/sources/stripe.md
index 43131fd304a4..5bf8649b2cc6 100644
--- a/docs/integrations/sources/stripe.md
+++ b/docs/integrations/sources/stripe.md
@@ -313,6 +313,7 @@ Each record is marked with `is_deleted` flag when the appropriate event happens
 
 | Version     | Date       | Pull Request                                                 | Subject                                                                                                                                                                                                                       |
 |:------------|:-----------|:-------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 5.15.23 | 2026-03-31 | [75864](https://github.com/airbytehq/airbyte/pull/75864) | Update dependencies |
 | 5.15.22 | 2026-03-12 | [74770](https://github.com/airbytehq/airbyte/pull/74770) | Upgrade CDK to 7.13.0 |
 | 5.15.21 | 2026-03-06 | [74342](https://github.com/airbytehq/airbyte/pull/74342) | Promoting release candidate 5.15.21-rc.5 to a main version. |
 | 5.15.21-rc.5 | 2026-03-06 | [74337](https://github.com/airbytehq/airbyte/pull/74337) | Make API data retention validation optional per stream via new `api_retention_streams` config field, upgrade CDK to 7.8.1.post54 |
diff --git a/docs/integrations/sources/taboola.md b/docs/integrations/sources/taboola.md
index 5f3c3dc11e16..e98f0746b589 100644
--- a/docs/integrations/sources/taboola.md
+++ b/docs/integrations/sources/taboola.md
@@ -33,6 +33,7 @@ You can learn more about the API here https://developers.taboola.com/backstage-a
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.45 | 2026-03-31 | [75745](https://github.com/airbytehq/airbyte/pull/75745) | Update dependencies |
 | 0.0.44 | 2026-03-17 | [75085](https://github.com/airbytehq/airbyte/pull/75085) | Update dependencies |
 | 0.0.43 | 2026-03-10 | [74589](https://github.com/airbytehq/airbyte/pull/74589) | Update dependencies |
 | 0.0.42 | 2026-03-03 | [74223](https://github.com/airbytehq/airbyte/pull/74223) | Update dependencies |
diff --git a/docs/integrations/sources/tavus.md b/docs/integrations/sources/tavus.md
index 8e4dfb252efb..1b5ae2f44106 100644
--- a/docs/integrations/sources/tavus.md
+++ b/docs/integrations/sources/tavus.md
@@ -25,6 +25,7 @@ API Reference: https://docs.tavus.io/api-reference/phoenix-replica-model/get-rep
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.31 | 2026-03-31 | [75780](https://github.com/airbytehq/airbyte/pull/75780) | Update dependencies |
 | 0.0.30 | 2026-03-17 | [75041](https://github.com/airbytehq/airbyte/pull/75041) | Update dependencies |
 | 0.0.29 | 2026-03-10 | [74581](https://github.com/airbytehq/airbyte/pull/74581) | Update dependencies |
 | 0.0.28 | 2026-02-24 | [73834](https://github.com/airbytehq/airbyte/pull/73834) | Update dependencies |
diff --git a/docs/integrations/sources/tempo.md b/docs/integrations/sources/tempo.md
index 088e61becbf6..1d61db580294 100644
--- a/docs/integrations/sources/tempo.md
+++ b/docs/integrations/sources/tempo.md
@@ -49,6 +49,7 @@ If there are more endpoints you'd like Airbyte to support, please [create an iss
 
 | Version | Date       | Pull Request                                             | Subject                                                   |
 | :------ | :--------- | :------------------------------------------------------- | :-------------------------------------------------------- |
+| 0.4.46 | 2026-03-31 | [75748](https://github.com/airbytehq/airbyte/pull/75748) | Update dependencies |
 | 0.4.45 | 2026-03-17 | [74548](https://github.com/airbytehq/airbyte/pull/74548) | Update dependencies |
 | 0.4.44 | 2026-02-24 | [73838](https://github.com/airbytehq/airbyte/pull/73838) | Update dependencies |
 | 0.4.43 | 2026-02-17 | [72769](https://github.com/airbytehq/airbyte/pull/72769) | Update dependencies |
diff --git a/docs/integrations/sources/testrail.md b/docs/integrations/sources/testrail.md
index 81cfa05d27a4..0dd9f335b569 100644
--- a/docs/integrations/sources/testrail.md
+++ b/docs/integrations/sources/testrail.md
@@ -45,6 +45,7 @@ Visit `https://support.testrail.com/hc/en-us/articles/7077196481428-Attachments`
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | -- | ---------------- |
+| 0.0.49 | 2026-03-31 | [75743](https://github.com/airbytehq/airbyte/pull/75743) | Update dependencies |
 | 0.0.48 | 2026-03-17 | [75064](https://github.com/airbytehq/airbyte/pull/75064) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74585](https://github.com/airbytehq/airbyte/pull/74585) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73880](https://github.com/airbytehq/airbyte/pull/73880) | Update dependencies |
diff --git a/docs/integrations/sources/thinkific-courses.md b/docs/integrations/sources/thinkific-courses.md
index dc7020757706..f1090a477fed 100644
--- a/docs/integrations/sources/thinkific-courses.md
+++ b/docs/integrations/sources/thinkific-courses.md
@@ -24,6 +24,7 @@ This connector retrives basic data information from courses.
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.37 | 2026-03-31 | [75746](https://github.com/airbytehq/airbyte/pull/75746) | Update dependencies |
 | 0.0.36 | 2026-03-24 | [74546](https://github.com/airbytehq/airbyte/pull/74546) | Update dependencies |
 | 0.0.35 | 2026-02-24 | [73851](https://github.com/airbytehq/airbyte/pull/73851) | Update dependencies |
 | 0.0.34 | 2026-02-17 | [73515](https://github.com/airbytehq/airbyte/pull/73515) | Update dependencies |
diff --git a/docs/integrations/sources/tiktok-marketing.md b/docs/integrations/sources/tiktok-marketing.md
index 5efe04b5bd59..8e24ce130868 100644
--- a/docs/integrations/sources/tiktok-marketing.md
+++ b/docs/integrations/sources/tiktok-marketing.md
@@ -155,6 +155,7 @@ For information on breaking changes and migration steps, see the [TikTok Marketi
 
 | Version    | Date       | Pull Request                                              | Subject                                                                                                                                                                |
 |:-----------|:-----------|:----------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 5.0.5 | 2026-03-31 | [75063](https://github.com/airbytehq/airbyte/pull/75063) | Update dependencies |
 | 5.0.4 | 2026-03-23 | [74376](https://github.com/airbytehq/airbyte/pull/74376) | Handle TikTok API error 60001 (service maintenance) as retryable instead of fatal; ignore error 40002 (resource not accessible or does not exist) |
 | 5.0.3 | 2026-03-12 | [74762](https://github.com/airbytehq/airbyte/pull/74762) | Promoting release candidate 5.0.3-rc.1 to a main version. |
 | 5.0.3-rc.1 | 2026-03-05 | [74085](https://github.com/airbytehq/airbyte/pull/74085) | Add missing video engagement metrics to audience report streams |
diff --git a/docs/integrations/sources/tremendous.md b/docs/integrations/sources/tremendous.md
index 28bdbb5fe4e6..204f60f64e95 100644
--- a/docs/integrations/sources/tremendous.md
+++ b/docs/integrations/sources/tremendous.md
@@ -29,6 +29,7 @@ Tremendous connector  enables seamless integration with Tremendous API. This con
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75741](https://github.com/airbytehq/airbyte/pull/75741) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [74547](https://github.com/airbytehq/airbyte/pull/74547) | Update dependencies |
 | 0.0.48 | 2026-03-03 | [73879](https://github.com/airbytehq/airbyte/pull/73879) | Update dependencies |
 | 0.0.47 | 2026-02-17 | [73533](https://github.com/airbytehq/airbyte/pull/73533) | Update dependencies |
diff --git a/docs/integrations/sources/twelve-data.md b/docs/integrations/sources/twelve-data.md
index e94fbdb48473..dec338f56c94 100644
--- a/docs/integrations/sources/twelve-data.md
+++ b/docs/integrations/sources/twelve-data.md
@@ -44,6 +44,7 @@ Docs : https://twelvedata.com/docs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75697](https://github.com/airbytehq/airbyte/pull/75697) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [75049](https://github.com/airbytehq/airbyte/pull/75049) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73887](https://github.com/airbytehq/airbyte/pull/73887) | Update dependencies |
 | 0.0.47 | 2026-02-17 | [73525](https://github.com/airbytehq/airbyte/pull/73525) | Update dependencies |
diff --git a/docs/integrations/sources/typeform.md b/docs/integrations/sources/typeform.md
index 3ca4e313f8e3..498da6465c75 100644
--- a/docs/integrations/sources/typeform.md
+++ b/docs/integrations/sources/typeform.md
@@ -1,23 +1,15 @@
 # Typeform
 
-This page guides you through the process of setting up the Typeform source connector.
+This page contains the setup guide and reference information for the [Typeform](https://www.typeform.com/) source connector.
 
 ## Prerequisites
 
-- [Typeform Account](https://www.typeform.com/)
-- Form IDs (Optional) - If you want to sync data for specific forms, you'll need to have the IDs of those forms. If you want to sync data for all forms in your account you don't need any IDs. Form IDs can be found in the URLs to the forms in Typeform Admin Panel (for example, for URL `https://admin.typeform.com/form/12345/` a `12345` part would your Form ID)
-  <!-- env:cloud -->
-
-  **For Airbyte Cloud:**
-
-- OAuth
+- A [Typeform](https://www.typeform.com/) account
+<!-- env:cloud -->
+- For Airbyte Cloud: OAuth authentication
 <!-- /env:cloud -->
-
 <!-- env:oss -->
-
-**For Airbyte Open Source:**
-
-- Personal Access Token (see [personal access token](https://www.typeform.com/developers/get-started/personal-access-token/))
+- For Airbyte Open Source: A Typeform [personal access token](https://www.typeform.com/developers/get-started/personal-access-token/) with the following read scopes: `forms:read`, `responses:read`, `webhooks:read`, `workspaces:read`, `images:read`, and `themes:read`
 <!-- /env:oss -->
 
 ## Setup guide
@@ -27,21 +19,24 @@ This page guides you through the process of setting up the Typeform source conne
 <!-- env:oss -->
 
 **For Airbyte Open Source:**
-To get the API token for your application, follow these [steps](https://developer.typeform.com/get-started/personal-access-token/):
 
-1. Log in to your account at Typeform.
-2. In the upper-right corner, in the drop-down menu next to your profile photo, click **My Account**.
+To generate a personal access token for your Typeform account:
+
+1. Log in to your [Typeform](https://www.typeform.com/) account.
+2. In the upper-left corner, in the drop-down menu next to your username, click **Account**.
 3. In the left menu, click **Personal tokens**.
 4. Click **Generate a new token**.
 5. In the **Token name** field, type a name for the token to help you identify it.
-6. Choose the scopes you need (API actions this token can perform). See [OAuth 2.0 scopes](https://www.typeform.com/developers/get-started/scopes/) for more details.
+6. Select the following scopes: `forms:read`, `responses:read`, `webhooks:read`, `workspaces:read`, `images:read`, and `themes:read`. See [OAuth scopes](https://www.typeform.com/developers/get-started/scopes/) for details.
 7. Click **Generate token**.
+
 <!-- /env:oss -->
 
 <!-- env:cloud -->
 
 **For Airbyte Cloud:**
-This step is not needed in Airbyte Cloud. Skip to the next step.
+
+Skip this step. Airbyte Cloud uses OAuth to authenticate with Typeform.
 
 <!-- /env:cloud -->
 
@@ -54,11 +49,11 @@ This step is not needed in Airbyte Cloud. Skip to the next step.
 1. [Log into your Airbyte Cloud](https://cloud.airbyte.com/workspaces) account.
 2. In the left navigation bar, click **Sources**. In the top-right corner, click **+ New Source**.
 3. On the source setup page, select **Typeform** from the Source type dropdown and enter a name for this connector.
-4. Click `Authenticate your Typeform account` by selecting Oauth or Personal Access Token for Authentication.
-5. Log in and Authorize to the Typeform account.
-6. **Start date (Optional)** - The date from which to start fetching Responses stream data, in the format `YYYY-MM-DDT00:00:00Z`. If not set, the Responses stream fetches data from one year ago.
-7. **Form IDs (Optional)** - List of Form IDs to sync. If not specified, all forms in your account are synced.
-8. Click **Set up source**.
+4. Click **Authenticate your Typeform account** and complete the OAuth flow.
+5. **Start date** (Optional) - The date from which you want to replicate data for the Responses stream, in the format `YYYY-MM-DDT00:00:00Z`. If not set, the connector fetches response data from one year before the current date.
+6. **Form IDs** (Optional) - IDs of specific forms to sync. If not specified, the connector syncs all forms in your account. You can find form IDs in your form URLs on the **Share** panel. For example, in the URL `https://mysite.typeform.com/to/u6nXL7`, the form ID is `u6nXL7`.
+7. Click **Set up source**.
+
 <!-- /env:cloud -->
 
 <!-- env:oss -->
@@ -67,15 +62,18 @@ This step is not needed in Airbyte Cloud. Skip to the next step.
 
 1. Go to your local Airbyte instance.
 2. In the left navigation bar, click **Sources**. In the top-right corner, click **+ New Source**.
-3. On the Set up the source page, enter a name for the connector and select **Typeform** from the Source type dropdown.
-4. Enter your **API Token** and optionally set a **Start Date**.
-5. Click **Set up source**.
+3. On the source setup page, enter a name for the connector and select **Typeform** from the Source type dropdown.
+4. Enter your personal access token in the **API Token** field.
+5. **Start date** (Optional) - The date from which you want to replicate data for the Responses stream, in the format `YYYY-MM-DDT00:00:00Z`. If not set, the connector fetches response data from one year before the current date.
+6. **Form IDs** (Optional) - IDs of specific forms to sync. If not specified, the connector syncs all forms in your account. You can find form IDs in your form URLs on the **Share** panel. For example, in the URL `https://mysite.typeform.com/to/u6nXL7`, the form ID is `u6nXL7`.
+7. Click **Set up source**.
+
 <!-- /env:oss -->
 
 ## Supported streams and sync modes
 
 | Stream     | Key         | Incremental | API Link                                                                    |
-| :--------- | ----------- | :---------- | --------------------------------------------------------------------------- |
+| :--------- | :---------- | :---------- | :-------------------------------------------------------------------------- |
 | Forms      | id          | No          | https://developer.typeform.com/create/reference/retrieve-form/              |
 | Responses  | response_id | Yes         | https://developer.typeform.com/responses/reference/retrieve-responses       |
 | Webhooks   | id          | No          | https://developer.typeform.com/webhooks/reference/retrieve-webhooks/        |
@@ -83,16 +81,23 @@ This step is not needed in Airbyte Cloud. Skip to the next step.
 | Images     | id          | No          | https://developer.typeform.com/create/reference/retrieve-images-collection/ |
 | Themes     | id          | No          | https://developer.typeform.com/create/reference/retrieve-themes/            |
 
+## Limitations
+
+This connector uses the Typeform US API endpoint (`api.typeform.com`). If your Typeform account stores responses in the [EU Data Center](https://www.typeform.com/developers/get-started/responses-data-center/), the Responses stream returns empty results. The Forms, Webhooks, Workspaces, Images, and Themes streams work regardless of data center region.
+
 ## Performance considerations
 
-Typeform API page size limit per source:
+The Typeform API enforces a rate limit of 2 requests per second per account. The connector respects this limit automatically. For more information, see the [Typeform API rate limits documentation](https://developer.typeform.com/get-started/#rate-limits).
 
-- Forms - 200
-- Responses - 1000
+Page size limits per stream:
 
-The connector performs an additional API call to fetch all form IDs in your account using the [retrieve forms endpoint](https://developer.typeform.com/create/reference/retrieve-forms/).
+- Forms: 200
+- Responses: 1000
+- Workspaces: 200
+- Images: 200
+- Themes: 200
 
-API rate limits \(2 requests per second\): [https://developer.typeform.com/get-started/\#rate-limits](https://developer.typeform.com/get-started/#rate-limits)
+The Forms, Responses, and Webhooks streams make separate API calls for each form in your account. The connector first fetches the list of form IDs using the [retrieve forms endpoint](https://developer.typeform.com/create/reference/retrieve-forms/), then queries each form individually. If you have many forms, consider using the **Form IDs** configuration option to limit the sync to only the forms you need.
 
 ## Changelog
 
@@ -101,6 +106,9 @@ API rate limits \(2 requests per second\): [https://developer.typeform.com/get-s
 
 | Version | Date       | Pull Request                                             | Subject                                                                                         |
 |:--------|:-----------|:---------------------------------------------------------|:------------------------------------------------------------------------------------------------|
+| 1.4.7 | 2026-04-02 | [76030](https://github.com/airbytehq/airbyte/pull/76030) | Promoted release candidate to GA |
+| 1.4.7-rc.2 | 2026-03-31 | [75898](https://github.com/airbytehq/airbyte/pull/75898) | Update CDK to 7.15.0 |
+| 1.4.7-rc.1 | 2026-03-26 | [75506](https://github.com/airbytehq/airbyte/pull/75506) | Upgrade CDK version to 7.13.0 |
 | 1.4.6 | 2026-03-03 | [61473](https://github.com/airbytehq/airbyte/pull/61473) | Update dependencies |
 | 1.4.5 | 2026-01-22 | [72261](https://github.com/airbytehq/airbyte/pull/72261) | Update CDK version from 7.0.1 to 7.6.5 |
 | 1.4.4 | 2025-10-22 | [68591](https://github.com/airbytehq/airbyte/pull/68591) | Add `suggestedStreams` |
diff --git a/docs/integrations/sources/ubidots.md b/docs/integrations/sources/ubidots.md
index c9e81fe2c347..38196afb99c3 100644
--- a/docs/integrations/sources/ubidots.md
+++ b/docs/integrations/sources/ubidots.md
@@ -24,6 +24,7 @@ The Ubidots Connector facilitates easy integration with the Ubidots IoT platform
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75698](https://github.com/airbytehq/airbyte/pull/75698) | Update dependencies |
 | 0.0.48 | 2026-03-17 | [74510](https://github.com/airbytehq/airbyte/pull/74510) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73915](https://github.com/airbytehq/airbyte/pull/73915) | Update dependencies |
 | 0.0.46 | 2026-02-10 | [73004](https://github.com/airbytehq/airbyte/pull/73004) | Update dependencies |
diff --git a/docs/integrations/sources/uptick.md b/docs/integrations/sources/uptick.md
index 8d51baf98923..1957962d5b4f 100644
--- a/docs/integrations/sources/uptick.md
+++ b/docs/integrations/sources/uptick.md
@@ -101,30 +101,30 @@ The Uptick connector syncs data from the following streams, organized by functio
 | Stream Name | Primary Key | Pagination | Supports Full Sync | Supports Incremental |
 |-------------|-------------|------------|---------------------|----------------------|
 | `tasks` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `taskcategories` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `clients` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `clientgroups` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `properties` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `invoices` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `projects` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `servicequotes` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `defectquotes` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `suppliers` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `purchaseorders` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `purchaseorderlineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
+| `taskcategories` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `clients` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `clientgroups` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `properties` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `invoices` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `projects` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `servicequotes` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `defectquotes` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `suppliers` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `purchaseorders` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `purchaseorderlineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
 | `assets` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `routines` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `billingcards` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `purchaseorderbills` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `purchaseorderbilllineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `purchaseorderdockets` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `invoicelineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `users` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `servicegroups` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `costcentres` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `accreditationtypes` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `accreditations` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `branches` | `id` | `DefaultPaginator` | ✅ | ✅ |
+| `routines` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `billingcards` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `purchaseorderbills` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `purchaseorderbilllineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `purchaseorderdockets` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `invoicelineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `users` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `servicegroups` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `costcentres` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `accreditationtypes` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `accreditations` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `branches` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
 | `creditnotes` | `id` | `DefaultPaginator` | ✅ | ✅ |
 | `creditnotelineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
 | `remarks` | `id` | `DefaultPaginator` | ✅ | ✅ |
@@ -132,20 +132,20 @@ The Uptick connector syncs data from the following streams, organized by functio
 | `assettypevariants` | `id` | `DefaultPaginator` | ✅ | ✅ |
 | `products` | `id` | `DefaultPaginator` | ✅ | ✅ |
 | `rounds` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `tasksessions` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `contractors` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `appointments` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `billingcontracts` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `billingcontractlineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `defectquotelineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `servicequotefixedlineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `servicequotedoandchargelineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `servicequoteproductlineitems` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `remarkevents` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `routineservices` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `routineservicelevels` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `routineservicetypes` | `id` | `DefaultPaginator` | ✅ | ✅ |
-| `routineserviceleveltypes` | `id` | `DefaultPaginator` | ✅ | ✅ |
+| `tasksessions` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `contractors` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `appointments` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `billingcontracts` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `billingcontractlineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `defectquotelineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `servicequotefixedlineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `servicequotedoandchargelineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `servicequoteproductlineitems` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `remarkevents` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `routineservices` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `routineservicelevels` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `routineservicetypes` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
+| `routineserviceleveltypes` | `id` | `DefaultPaginator` | ✅ | ❌ (no soft delete) |
 | `servicetasks` | `id` | `DefaultPaginator` | ✅ | ✅ |
 | `subtasks` | `id` | `DefaultPaginator` | ✅ | ✅ |
 | `task_profitability` | `task_id` | `DefaultPaginator` | ✅ | ✅ |
@@ -157,6 +157,7 @@ The Uptick connector syncs data from the following streams, organized by functio
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.5.7 | 2026-03-31 | [75703](https://github.com/airbytehq/airbyte/pull/75703) | Update dependencies |
 | 0.5.6 | 2026-03-17 | [75044](https://github.com/airbytehq/airbyte/pull/75044) | Update dependencies |
 | 0.5.5 | 2026-03-10 | [74493](https://github.com/airbytehq/airbyte/pull/74493) | Update dependencies |
 | 0.5.4 | 2026-02-24 | [73926](https://github.com/airbytehq/airbyte/pull/73926) | Update dependencies |
diff --git a/docs/integrations/sources/vantage.md b/docs/integrations/sources/vantage.md
index 4b4ffb29f13c..f739eab097eb 100644
--- a/docs/integrations/sources/vantage.md
+++ b/docs/integrations/sources/vantage.md
@@ -35,6 +35,7 @@ Vantage APIs are under rate limits for the number of API calls allowed per API k
 
 | Version | Date       | Pull Request                                              | Subject                                   |
 | :------ | :--------- | :-------------------------------------------------------- | :---------------------------------------- |
+| 0.2.46 | 2026-03-31 | [75718](https://github.com/airbytehq/airbyte/pull/75718) | Update dependencies |
 | 0.2.45 | 2026-03-17 | [75040](https://github.com/airbytehq/airbyte/pull/75040) | Update dependencies |
 | 0.2.44 | 2026-02-24 | [73918](https://github.com/airbytehq/airbyte/pull/73918) | Update dependencies |
 | 0.2.43 | 2026-02-17 | [73428](https://github.com/airbytehq/airbyte/pull/73428) | Update dependencies |
diff --git a/docs/integrations/sources/veeqo.md b/docs/integrations/sources/veeqo.md
index d2e397af96ec..7d70d475a8c7 100644
--- a/docs/integrations/sources/veeqo.md
+++ b/docs/integrations/sources/veeqo.md
@@ -30,6 +30,7 @@ Veeqo Airbyte connector for Veeqo enables seamless data integration between Veeq
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75711](https://github.com/airbytehq/airbyte/pull/75711) | Update dependencies |
 | 0.0.48 | 2026-03-17 | [75057](https://github.com/airbytehq/airbyte/pull/75057) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74495](https://github.com/airbytehq/airbyte/pull/74495) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [72083](https://github.com/airbytehq/airbyte/pull/72083) | Update dependencies |
diff --git a/docs/integrations/sources/vercel.md b/docs/integrations/sources/vercel.md
index c5e9e3714e06..078256df685b 100644
--- a/docs/integrations/sources/vercel.md
+++ b/docs/integrations/sources/vercel.md
@@ -28,6 +28,7 @@
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75702](https://github.com/airbytehq/airbyte/pull/75702) | Update dependencies |
 | 0.0.49 | 2026-03-24 | [75322](https://github.com/airbytehq/airbyte/pull/75322) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74486](https://github.com/airbytehq/airbyte/pull/74486) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73902](https://github.com/airbytehq/airbyte/pull/73902) | Update dependencies |
diff --git a/docs/integrations/sources/visma-economic.md b/docs/integrations/sources/visma-economic.md
index fe28dcd82b8a..22cc9d5ef047 100644
--- a/docs/integrations/sources/visma-economic.md
+++ b/docs/integrations/sources/visma-economic.md
@@ -56,6 +56,7 @@ For more information, see the [e-conomic REST API documentation](https://restdoc
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.3.54 | 2026-03-31 | [75738](https://github.com/airbytehq/airbyte/pull/75738) | Update dependencies |
 | 0.3.53 | 2026-03-17 | [75124](https://github.com/airbytehq/airbyte/pull/75124) | Increase check_connection memory from 2Gi to 4Gi to prevent OOM |
 | 0.3.52 | 2026-03-17 | [75055](https://github.com/airbytehq/airbyte/pull/75055) | Update dependencies |
 | 0.3.51 | 2026-03-10 | [74513](https://github.com/airbytehq/airbyte/pull/74513) | Update dependencies |
diff --git a/docs/integrations/sources/vwo.md b/docs/integrations/sources/vwo.md
index bed164726c2a..32f960db6068 100644
--- a/docs/integrations/sources/vwo.md
+++ b/docs/integrations/sources/vwo.md
@@ -34,6 +34,7 @@ Visit `https://developers.vwo.com/reference/introduction-1` for API documentatio
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.48 | 2026-03-31 | [75708](https://github.com/airbytehq/airbyte/pull/75708) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [74509](https://github.com/airbytehq/airbyte/pull/74509) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [72677](https://github.com/airbytehq/airbyte/pull/72677) | Update dependencies |
 | 0.0.45 | 2026-01-20 | [72049](https://github.com/airbytehq/airbyte/pull/72049) | Update dependencies |
diff --git a/docs/integrations/sources/watchmode.md b/docs/integrations/sources/watchmode.md
index f71436aad06c..a13213c6e9e5 100644
--- a/docs/integrations/sources/watchmode.md
+++ b/docs/integrations/sources/watchmode.md
@@ -29,6 +29,7 @@ API Reference: https://api.watchmode.com/docs
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.33 | 2026-03-31 | [75731](https://github.com/airbytehq/airbyte/pull/75731) | Update dependencies |
 | 0.0.32 | 2026-03-17 | [75050](https://github.com/airbytehq/airbyte/pull/75050) | Update dependencies |
 | 0.0.31 | 2026-03-10 | [74508](https://github.com/airbytehq/airbyte/pull/74508) | Update dependencies |
 | 0.0.30 | 2026-02-24 | [73921](https://github.com/airbytehq/airbyte/pull/73921) | Update dependencies |
diff --git a/docs/integrations/sources/web-scrapper.md b/docs/integrations/sources/web-scrapper.md
index 1aaad5173b5e..2857ea5a3ea2 100644
--- a/docs/integrations/sources/web-scrapper.md
+++ b/docs/integrations/sources/web-scrapper.md
@@ -23,6 +23,7 @@
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75733](https://github.com/airbytehq/airbyte/pull/75733) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75060](https://github.com/airbytehq/airbyte/pull/75060) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74489](https://github.com/airbytehq/airbyte/pull/74489) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73445](https://github.com/airbytehq/airbyte/pull/73445) | Update dependencies |
diff --git a/docs/integrations/sources/when-i-work.md b/docs/integrations/sources/when-i-work.md
index 3605bc29f019..e58811a9caf1 100644
--- a/docs/integrations/sources/when-i-work.md
+++ b/docs/integrations/sources/when-i-work.md
@@ -38,6 +38,7 @@ You have to give your login email and password used with `when-i-work` account f
 
 | Version | Date | Pull Request | Subject |
 | ------------------ | ------------ | --- | ---------------- |
+| 0.0.50 | 2026-03-31 | [75722](https://github.com/airbytehq/airbyte/pull/75722) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [75058](https://github.com/airbytehq/airbyte/pull/75058) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74492](https://github.com/airbytehq/airbyte/pull/74492) | Update dependencies |
 | 0.0.47 | 2026-03-03 | [74207](https://github.com/airbytehq/airbyte/pull/74207) | Update dependencies |
diff --git a/docs/integrations/sources/woocommerce.md b/docs/integrations/sources/woocommerce.md
index c9698052197c..026db987a3a5 100644
--- a/docs/integrations/sources/woocommerce.md
+++ b/docs/integrations/sources/woocommerce.md
@@ -122,6 +122,7 @@ maximum number of seconds between API calls.
 
 | Version | Date       | Pull Request                                             | Subject                                                                |
 |:--------| :--------- |:---------------------------------------------------------|:-----------------------------------------------------------------------|
+| 0.5.34 | 2026-03-31 | [75853](https://github.com/airbytehq/airbyte/pull/75853) | Update dependencies |
 | 0.5.33 | 2026-03-24 | [75380](https://github.com/airbytehq/airbyte/pull/75380) | Update dependencies |
 | 0.5.32 | 2026-03-10 | [74674](https://github.com/airbytehq/airbyte/pull/74674) | Update dependencies |
 | 0.5.31 | 2026-02-24 | [73889](https://github.com/airbytehq/airbyte/pull/73889) | Update dependencies |
diff --git a/docs/integrations/sources/wordpress.md b/docs/integrations/sources/wordpress.md
index a7e83e91a634..4bde70073e7f 100644
--- a/docs/integrations/sources/wordpress.md
+++ b/docs/integrations/sources/wordpress.md
@@ -38,6 +38,7 @@ The WordPress connector enables seamless data synchronization between your WordP
 
 | Version | Date       | Pull Request | Subject                                                                               |
 | ------- | ---------- | ------------ | ------------------------------------------------------------------------------------- |
+| 0.0.48 | 2026-03-31 | [75861](https://github.com/airbytehq/airbyte/pull/75861) | Update dependencies |
 | 0.0.47 | 2026-03-24 | [74691](https://github.com/airbytehq/airbyte/pull/74691) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [74149](https://github.com/airbytehq/airbyte/pull/74149) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73511](https://github.com/airbytehq/airbyte/pull/73511) | Update dependencies |
diff --git a/docs/integrations/sources/workflowmax.md b/docs/integrations/sources/workflowmax.md
index 9d4e49e306f7..1352bba3dc97 100644
--- a/docs/integrations/sources/workflowmax.md
+++ b/docs/integrations/sources/workflowmax.md
@@ -60,6 +60,7 @@ Then authorize your source with the required information.
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75862](https://github.com/airbytehq/airbyte/pull/75862) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [75093](https://github.com/airbytehq/airbyte/pull/75093) | Update dependencies |
 | 0.0.46 | 2026-03-03 | [73913](https://github.com/airbytehq/airbyte/pull/73913) | Update dependencies |
 | 0.0.45 | 2026-02-17 | [73530](https://github.com/airbytehq/airbyte/pull/73530) | Update dependencies |
diff --git a/docs/integrations/sources/wrike.md b/docs/integrations/sources/wrike.md
index b6b8606319e3..1c11babf9207 100644
--- a/docs/integrations/sources/wrike.md
+++ b/docs/integrations/sources/wrike.md
@@ -50,6 +50,7 @@ The Wrike connector should not run into Wrike API limitations under normal usage
 
 | Version | Date       | Pull Request                                             | Subject                                                                |
 | :------ | :--------- | :------------------------------------------------------- |:-----------------------------------------------------------------------|
+| 0.3.52 | 2026-03-31 | [75876](https://github.com/airbytehq/airbyte/pull/75876) | Update dependencies |
 | 0.3.51 | 2026-03-24 | [75377](https://github.com/airbytehq/airbyte/pull/75377) | Update dependencies |
 | 0.3.50 | 2026-03-10 | [74667](https://github.com/airbytehq/airbyte/pull/74667) | Update dependencies |
 | 0.3.49 | 2026-02-24 | [73538](https://github.com/airbytehq/airbyte/pull/73538) | Update dependencies |
diff --git a/docs/integrations/sources/wufoo.md b/docs/integrations/sources/wufoo.md
index 8f655200b738..458760556ec5 100644
--- a/docs/integrations/sources/wufoo.md
+++ b/docs/integrations/sources/wufoo.md
@@ -28,6 +28,7 @@ The Airbyte connector for [Wufoo](https://www.wufoo.com/) enables seamless data
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75859](https://github.com/airbytehq/airbyte/pull/75859) | Update dependencies |
 | 0.0.49 | 2026-03-24 | [75373](https://github.com/airbytehq/airbyte/pull/75373) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74669](https://github.com/airbytehq/airbyte/pull/74669) | Update dependencies |
 | 0.0.47 | 2026-03-03 | [74158](https://github.com/airbytehq/airbyte/pull/74158) | Update dependencies |
diff --git a/docs/integrations/sources/you-need-a-budget-ynab.md b/docs/integrations/sources/you-need-a-budget-ynab.md
index 7202433eafea..83358f7f33e9 100644
--- a/docs/integrations/sources/you-need-a-budget-ynab.md
+++ b/docs/integrations/sources/you-need-a-budget-ynab.md
@@ -24,6 +24,7 @@ Replicates the budgets, accounts, categories, payees, transactions, and category
 
 | Version | Date | Pull Request | Subject |
 |---------|------|--------------|---------|
+| 0.0.52 | 2026-03-31 | [75874](https://github.com/airbytehq/airbyte/pull/75874) | Update dependencies |
 | 0.0.51 | 2026-03-17 | [75089](https://github.com/airbytehq/airbyte/pull/75089) | Update dependencies |
 | 0.0.50 | 2026-03-10 | [74668](https://github.com/airbytehq/airbyte/pull/74668) | Update dependencies |
 | 0.0.49 | 2026-02-24 | [73537](https://github.com/airbytehq/airbyte/pull/73537) | Update dependencies |
diff --git a/docs/integrations/sources/younium.md b/docs/integrations/sources/younium.md
index 7c02011c605b..a153cb743a86 100644
--- a/docs/integrations/sources/younium.md
+++ b/docs/integrations/sources/younium.md
@@ -46,6 +46,7 @@ The Younium source connector supports the following [sync modes](https://docs.ai
 
 | Version | Date       | Pull Request                                             | Subject                                                    |
 | :------ | :--------- | :------------------------------------------------------- | :--------------------------------------------------------- |
+| 0.4.45 | 2026-03-31 | [75849](https://github.com/airbytehq/airbyte/pull/75849) | Update dependencies |
 | 0.4.44 | 2026-03-17 | [75095](https://github.com/airbytehq/airbyte/pull/75095) | Update dependencies |
 | 0.4.43 | 2026-03-10 | [74672](https://github.com/airbytehq/airbyte/pull/74672) | Update dependencies |
 | 0.4.42 | 2026-03-03 | [73912](https://github.com/airbytehq/airbyte/pull/73912) | Update dependencies |
diff --git a/docs/integrations/sources/zapsign.md b/docs/integrations/sources/zapsign.md
index 3ebb2e7cbb98..c36cb6747806 100644
--- a/docs/integrations/sources/zapsign.md
+++ b/docs/integrations/sources/zapsign.md
@@ -24,6 +24,7 @@ API Reference: https://docs.zapsign.com.br/
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.34 | 2026-03-31 | [75877](https://github.com/airbytehq/airbyte/pull/75877) | Update dependencies |
 | 0.0.33 | 2026-03-24 | [75376](https://github.com/airbytehq/airbyte/pull/75376) | Update dependencies |
 | 0.0.32 | 2026-02-24 | [73892](https://github.com/airbytehq/airbyte/pull/73892) | Update dependencies |
 | 0.0.31 | 2026-02-10 | [73154](https://github.com/airbytehq/airbyte/pull/73154) | Update dependencies |
diff --git a/docs/integrations/sources/zendesk-chat.md b/docs/integrations/sources/zendesk-chat.md
index 22d3fb36e8e8..6134684a0393 100644
--- a/docs/integrations/sources/zendesk-chat.md
+++ b/docs/integrations/sources/zendesk-chat.md
@@ -84,6 +84,8 @@ The Zendesk Chat API enforces a rate limit of [200 requests per minute](https://
 
 | Version | Date       | Pull Request                                             | Subject                                                                                                                                                                |
 |:--------|:-----------|:---------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+| 1.3.9 | 2026-03-31 | [75942](https://github.com/airbytehq/airbyte/pull/75942) | Bump SDM base image for memory monitor (CDK PR #962) |
+| 1.3.8 | 2026-03-31 | [75858](https://github.com/airbytehq/airbyte/pull/75858) | Update dependencies |
 | 1.3.7 | 2026-03-17 | [74324](https://github.com/airbytehq/airbyte/pull/74324) | Migrate to scopes object array format |
 | 1.3.6 | 2026-03-17 | [75116](https://github.com/airbytehq/airbyte/pull/75116) | Update dependencies |
 | 1.3.5 | 2026-03-10 | [74671](https://github.com/airbytehq/airbyte/pull/74671) | Update dependencies |
diff --git a/docs/integrations/sources/zendesk-sunshine.md b/docs/integrations/sources/zendesk-sunshine.md
index 6365a5c2b2f5..ed53466b5f7b 100644
--- a/docs/integrations/sources/zendesk-sunshine.md
+++ b/docs/integrations/sources/zendesk-sunshine.md
@@ -76,6 +76,7 @@ To generate a legacy access token, follow Zendesk's [OAuth documentation](https:
 
 | Version | Date       | Pull Request                                             | Subject                                                                         |
 | :------ | :--------- | :------------------------------------------------------- | :------------------------------------------------------------------------------ |
+| 0.4.5 | 2026-03-31 | [75875](https://github.com/airbytehq/airbyte/pull/75875) | Update dependencies |
 | 0.4.4 | 2026-03-17 | [74393](https://github.com/airbytehq/airbyte/pull/74393) | Migrate to scopes object array format |
 | 0.4.3 | 2026-03-17 | [75115](https://github.com/airbytehq/airbyte/pull/75115) | Update dependencies |
 | 0.4.2 | 2026-02-24 | [73539](https://github.com/airbytehq/airbyte/pull/73539) | Update dependencies |
diff --git a/docs/integrations/sources/zendesk-talk.md b/docs/integrations/sources/zendesk-talk.md
index 56cf5d97f684..2f438997371d 100644
--- a/docs/integrations/sources/zendesk-talk.md
+++ b/docs/integrations/sources/zendesk-talk.md
@@ -79,6 +79,7 @@ The Zendesk connector should not run into Zendesk API limitations under normal u
 
 | Version | Date       | Pull Request                                             | Subject                                                                     |
 |:--------|:-----------|:---------------------------------------------------------|:----------------------------------------------------------------------------|
+| 2.0.9 | 2026-03-31 | [75808](https://github.com/airbytehq/airbyte/pull/75808) | Update dependencies |
 | 2.0.8 | 2026-03-11 | [74395](https://github.com/airbytehq/airbyte/pull/74395) | Migrate to scopes object array format |
 | 2.0.7 | 2026-03-10 | [74446](https://github.com/airbytehq/airbyte/pull/74446) | Update dependencies |
 | 2.0.6 | 2026-02-24 | [73990](https://github.com/airbytehq/airbyte/pull/73990) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-analytics-metadata-api.md b/docs/integrations/sources/zoho-analytics-metadata-api.md
index 684ce43e73d0..353a20508524 100644
--- a/docs/integrations/sources/zoho-analytics-metadata-api.md
+++ b/docs/integrations/sources/zoho-analytics-metadata-api.md
@@ -30,6 +30,7 @@ Zoho Analytics Metadata api connector enables seamless data syncing from Zoho An
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75831](https://github.com/airbytehq/airbyte/pull/75831) | Update dependencies |
 | 0.0.49 | 2026-03-24 | [74461](https://github.com/airbytehq/airbyte/pull/74461) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73989](https://github.com/airbytehq/airbyte/pull/73989) | Update dependencies |
 | 0.0.47 | 2026-02-17 | [73591](https://github.com/airbytehq/airbyte/pull/73591) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-bigin.md b/docs/integrations/sources/zoho-bigin.md
index b9cdaeee8589..22c0dfe39815 100644
--- a/docs/integrations/sources/zoho-bigin.md
+++ b/docs/integrations/sources/zoho-bigin.md
@@ -32,6 +32,7 @@
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75799](https://github.com/airbytehq/airbyte/pull/75799) | Update dependencies |
 | 0.0.50 | 2026-03-24 | [75369](https://github.com/airbytehq/airbyte/pull/75369) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74424](https://github.com/airbytehq/airbyte/pull/74424) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73982](https://github.com/airbytehq/airbyte/pull/73982) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-billing.md b/docs/integrations/sources/zoho-billing.md
index f2cedaba3872..9d5657ce4f60 100644
--- a/docs/integrations/sources/zoho-billing.md
+++ b/docs/integrations/sources/zoho-billing.md
@@ -35,6 +35,7 @@ Docs : https://www.zoho.com/billing/api/v1/introduction/#overview
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.47 | 2026-03-31 | [75833](https://github.com/airbytehq/airbyte/pull/75833) | Update dependencies |
 | 0.0.46 | 2026-03-24 | [74466](https://github.com/airbytehq/airbyte/pull/74466) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73987](https://github.com/airbytehq/airbyte/pull/73987) | Update dependencies |
 | 0.0.44 | 2026-02-17 | [73590](https://github.com/airbytehq/airbyte/pull/73590) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-books.md b/docs/integrations/sources/zoho-books.md
index 7b892ef717d4..d948c60dc3a0 100644
--- a/docs/integrations/sources/zoho-books.md
+++ b/docs/integrations/sources/zoho-books.md
@@ -38,6 +38,7 @@ The Zoho Books connector  enables seamless integration of financial data, automa
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.52 | 2026-03-31 | [75814](https://github.com/airbytehq/airbyte/pull/75814) | Update dependencies |
 | 0.0.51 | 2026-03-17 | [75042](https://github.com/airbytehq/airbyte/pull/75042) | Update dependencies |
 | 0.0.50 | 2026-03-10 | [74434](https://github.com/airbytehq/airbyte/pull/74434) | Update dependencies |
 | 0.0.49 | 2026-02-24 | [73979](https://github.com/airbytehq/airbyte/pull/73979) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-campaign.md b/docs/integrations/sources/zoho-campaign.md
index f5e0b29b34c8..57a66d93c496 100644
--- a/docs/integrations/sources/zoho-campaign.md
+++ b/docs/integrations/sources/zoho-campaign.md
@@ -32,6 +32,7 @@ The Zoho Campaigns connector enables seamless integration of mailing lists, camp
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.50 | 2026-03-31 | [75811](https://github.com/airbytehq/airbyte/pull/75811) | Update dependencies |
 | 0.0.49 | 2026-03-17 | [75048](https://github.com/airbytehq/airbyte/pull/75048) | Update dependencies |
 | 0.0.48 | 2026-03-10 | [74427](https://github.com/airbytehq/airbyte/pull/74427) | Update dependencies |
 | 0.0.47 | 2026-02-24 | [73992](https://github.com/airbytehq/airbyte/pull/73992) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-desk.md b/docs/integrations/sources/zoho-desk.md
index d4d953f6ff72..0282f2154b7e 100644
--- a/docs/integrations/sources/zoho-desk.md
+++ b/docs/integrations/sources/zoho-desk.md
@@ -57,6 +57,7 @@ This directory contains the manifest-only connector for source-zoho-desk
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.48 | 2026-03-31 | [75836](https://github.com/airbytehq/airbyte/pull/75836) | Update dependencies |
 | 0.0.47 | 2026-03-17 | [75045](https://github.com/airbytehq/airbyte/pull/75045) | Update dependencies |
 | 0.0.46 | 2026-03-10 | [74438](https://github.com/airbytehq/airbyte/pull/74438) | Update dependencies |
 | 0.0.45 | 2026-02-24 | [73988](https://github.com/airbytehq/airbyte/pull/73988) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-expense.md b/docs/integrations/sources/zoho-expense.md
index 7c2c2de03d49..0b09c6f78fad 100644
--- a/docs/integrations/sources/zoho-expense.md
+++ b/docs/integrations/sources/zoho-expense.md
@@ -31,6 +31,7 @@ Zoho Expense connector enables seamless data synchronization between Zoho Expens
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75835](https://github.com/airbytehq/airbyte/pull/75835) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75367](https://github.com/airbytehq/airbyte/pull/75367) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74464](https://github.com/airbytehq/airbyte/pull/74464) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73995](https://github.com/airbytehq/airbyte/pull/73995) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-inventory.md b/docs/integrations/sources/zoho-inventory.md
index 1520a75c79c7..3422427a0e96 100644
--- a/docs/integrations/sources/zoho-inventory.md
+++ b/docs/integrations/sources/zoho-inventory.md
@@ -35,6 +35,7 @@ The Zoho Inventory connector  enables seamless data synchronization between Zoho
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.51 | 2026-03-31 | [75804](https://github.com/airbytehq/airbyte/pull/75804) | Update dependencies |
 | 0.0.50 | 2026-03-17 | [75051](https://github.com/airbytehq/airbyte/pull/75051) | Update dependencies |
 | 0.0.49 | 2026-03-10 | [74443](https://github.com/airbytehq/airbyte/pull/74443) | Update dependencies |
 | 0.0.48 | 2026-02-24 | [73985](https://github.com/airbytehq/airbyte/pull/73985) | Update dependencies |
diff --git a/docs/integrations/sources/zoho-invoice.md b/docs/integrations/sources/zoho-invoice.md
index f320cbc7b652..fda94baeb0e8 100644
--- a/docs/integrations/sources/zoho-invoice.md
+++ b/docs/integrations/sources/zoho-invoice.md
@@ -33,6 +33,7 @@ Docs : https://www.zoho.com/invoice/api/v3/introduction/#overview
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.46 | 2026-03-31 | [75815](https://github.com/airbytehq/airbyte/pull/75815) | Update dependencies |
 | 0.0.45 | 2026-03-17 | [74465](https://github.com/airbytehq/airbyte/pull/74465) | Update dependencies |
 | 0.0.44 | 2026-02-24 | [73993](https://github.com/airbytehq/airbyte/pull/73993) | Update dependencies |
 | 0.0.43 | 2026-02-17 | [73583](https://github.com/airbytehq/airbyte/pull/73583) | Update dependencies |
diff --git a/docs/integrations/sources/zonka-feedback.md b/docs/integrations/sources/zonka-feedback.md
index e6384323ced7..b6c3b39fbfc8 100644
--- a/docs/integrations/sources/zonka-feedback.md
+++ b/docs/integrations/sources/zonka-feedback.md
@@ -32,6 +32,7 @@ For more information about the API visit https://apidocs.zonkafeedback.com/#intr
 
 | Version          | Date              | Pull Request | Subject        |
 |------------------|-------------------|--------------|----------------|
+| 0.0.49 | 2026-03-31 | [75812](https://github.com/airbytehq/airbyte/pull/75812) | Update dependencies |
 | 0.0.48 | 2026-03-24 | [75053](https://github.com/airbytehq/airbyte/pull/75053) | Update dependencies |
 | 0.0.47 | 2026-03-10 | [74430](https://github.com/airbytehq/airbyte/pull/74430) | Update dependencies |
 | 0.0.46 | 2026-02-24 | [73994](https://github.com/airbytehq/airbyte/pull/73994) | Update dependencies |
diff --git a/docs/integrations/sources/zoom.md b/docs/integrations/sources/zoom.md
index 3b96d7465695..81be71640dfa 100644
--- a/docs/integrations/sources/zoom.md
+++ b/docs/integrations/sources/zoom.md
@@ -71,6 +71,7 @@ JWT Tokens are deprecated, only Server-to-Server works now. [link to Zoom](https
 
 | Version | Date       | Pull Request                                             | Subject                                              |
 | :------ | :--------- | :------------------------------------------------------- | :--------------------------------------------------- |
+| 1.2.47 | 2026-03-31 | [75837](https://github.com/airbytehq/airbyte/pull/75837) | Update dependencies |
 | 1.2.46 | 2026-03-24 | [75052](https://github.com/airbytehq/airbyte/pull/75052) | Update dependencies |
 | 1.2.45 | 2026-03-10 | [74448](https://github.com/airbytehq/airbyte/pull/74448) | Update dependencies |
 | 1.2.44 | 2026-02-24 | [73991](https://github.com/airbytehq/airbyte/pull/73991) | Update dependencies |
diff --git a/docs/platform/access-management/sso-providers/azure-entra-id.md b/docs/platform/access-management/sso-providers/azure-entra-id.md
index f7381a0483b0..9213b77d5317 100644
--- a/docs/platform/access-management/sso-providers/azure-entra-id.md
+++ b/docs/platform/access-management/sso-providers/azure-entra-id.md
@@ -3,9 +3,6 @@ sidebar_label: Entra ID
 products: cloud, oss-enterprise
 ---
 
-import Tabs from "@theme/Tabs";
-import TabItem from "@theme/TabItem";
-
 # Set up single sign on using Entra ID
 
 This guide shows you how to set up Microsoft Entra ID (formerly Azure ActiveDirectory) and Airbyte so your users can log into Airbyte using your organization's identity provider (IdP) and OpenID Connect (OIDC).
@@ -197,11 +194,6 @@ To set up single sign on for Airbyte Self-Managed Enterprise, complete the follo
 - [Update Airbyte's values.yaml file](#sme-update-values)
 - [Redeploy Airbyte](#sme-deploy)
 
-:::note
-You can only use generic OIDC after you migrate to Helm chart V2.
-<!-- [Helm chart V2](../../enterprise-setup/chart-v2-enterprise). -->
-:::
-
 ### Create application {#sme-entra-id-app}
 
 To start, you create a new Entra ID application for Airbyte.
@@ -317,8 +309,8 @@ You collect these values from Microsoft in the locations shown below.
 In your command-line tool, deploy Airbyte using your updated values file.
 
 ```bash
-helm upgrade airbyte-enterprise airbyte-v2/airbyte \
-  --namespace airbyte-v2 \       # Target Kubernetes namespace
+helm upgrade airbyte-enterprise airbyte/airbyte \
+  --namespace airbyte \           # Target Kubernetes namespace
   --values ./values.yaml \       # Custom configuration values
   --version 2.x.x                # Helm chart version to use
 ```
diff --git a/docs/platform/access-management/sso-providers/okta.md b/docs/platform/access-management/sso-providers/okta.md
index f6f07a94022d..a46b06424f76 100644
--- a/docs/platform/access-management/sso-providers/okta.md
+++ b/docs/platform/access-management/sso-providers/okta.md
@@ -3,9 +3,6 @@ sidebar_label: Okta
 products: oss-enterprise, cloud
 ---
 
-import Tabs from "@theme/Tabs";
-import TabItem from "@theme/TabItem";
-
 # Set up single sign on using Okta
 
 This guide shows you how to set up Okta and Airbyte so your users can log into Airbyte using your organization's identity provider (IdP).
@@ -203,10 +200,10 @@ Create the application with the following parameters:
 
 Once your Okta app is set up, you're ready to deploy Airbyte with SSO. Take note of the following configuration values, as you will need them to configure Airbyte to use your new Okta SSO app integration:
 
-* Okta domain ([How to find your Okta domain](https://developer.okta.com/docs/guides/find-your-domain/main/))
-* App Integration Name
-* Client ID
-* Client Secret
+- Okta domain ([How to find your Okta domain](https://developer.okta.com/docs/guides/find-your-domain/main/))
+- App Integration Name
+- Client ID
+- Client Secret
 
 (Optional) To allow users to access Airbyte directly from their Okta dashboard, configure IdP-Initiated Login. In the **General** tab of your Airbyte application, scroll to **Login initiated by** and configure the following settings:
 
@@ -229,11 +226,6 @@ To set up single sign using generic OIDC for Airbyte Self-Managed Enterprise, co
 - [Update Airbyte's values.yaml file](#sme-values)
 - [Redeploy Airbyte](#sme-deploy)
 
-:::note
-You can only use generic OIDC after you migrate to Helm chart V2.
-<!-- [Helm chart V2](../../enterprise-setup/chart-v2-enterprise). -->
-:::
-
 ### Create an Okta app for Airbyte {#sme-create-okta-app}
 
 Follow these steps to set up an Okta app integration for Airbyte. If you need more help setting up an app integration, see [Okta's documentation](https://help.okta.com/en-us/content/topics/apps/apps_app_integration_wizard_oidc.htm).
@@ -370,6 +362,6 @@ helm upgrade -i \
 --namespace airbyte \
 --values ./values.yaml \
 airbyte \
-airbyte-v2/airbyte \
+airbyte/airbyte \
 --version 2.x.x
 ```
diff --git a/docs/platform/cloud/managing-airbyte-cloud/manage-credits.md b/docs/platform/cloud/managing-airbyte-cloud/manage-credits.md
index cf4ebc0ba314..eafddeec8711 100644
--- a/docs/platform/cloud/managing-airbyte-cloud/manage-credits.md
+++ b/docs/platform/cloud/managing-airbyte-cloud/manage-credits.md
@@ -23,6 +23,20 @@ For APIs and custom sources, most syncs happen incrementally, so the row amount
 
 For Databases and File sources, Airbyte measures the data volume observed by the Airbyte Platform during the sync to determine data volumes. When the data is in transit, it is serialized to Airbyte Protocol format records. This is likely to be a larger representation of your data than you would see if you were to query your database directly, and varies depending on how your database stores and compresses data.
 
+## What happens when you run out of credits
+
+:::note
+All pricing is in USD.
+:::
+
+**If you run out of credits, Airbyte Cloud continues your syncs as it normally would and bills you in-arrears**. Airbyte does not stop in-progress syncs and does not pause scheduled ones. You're billed monthly for any additional credit usage, regardless of sync status.
+
+If you pass $2,000 (USD) in credit usage during a billing period, Airbyte automatically charges your saved payment method and issues an invoice.
+
+## Purchase credits
+
+If you want to pre-purchase credits, [contact Sales](https://airbyte.com/company/talk-to-sales).
+
 ## Start a trial
 
 To begin a trial of Airbyte Cloud, head to [cloud.airbyte.com/signup](https://cloud.airbyte.com/signup). Your trial begins after your first successful sync. Trials last 30 days or when you use 400 trial credits, whichever occurs first.
@@ -110,7 +124,3 @@ To enroll in or modify your existing billing notifications:
 2. Submit the form with the thresholds you want to use for alerts.
 
 To unenroll, [email the Billing team](mailto:billing@airbyte.io) with your request.
-
-## Purchasing credits
-
-Airbyte Cloud uses in-arrears billing, so you're invoiced monthly. If you want to pre-purchase credits, [contact Sales](https://airbyte.com/company/talk-to-sales).
diff --git a/docs/platform/connector-development/cdk-python/migration-to-base-image.md b/docs/platform/connector-development/cdk-python/migration-to-base-image.md
index 1dee889b2af0..889f1399874c 100644
--- a/docs/platform/connector-development/cdk-python/migration-to-base-image.md
+++ b/docs/platform/connector-development/cdk-python/migration-to-base-image.md
@@ -7,7 +7,7 @@ N.B: This guide currently only applies to Python CDK connectors.
 
 ## Prerequisite
 
-[Install the airbyte-ci tool](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md#L1)
+Ensure you have the [Airbyte CDK](https://pypi.org/project/airbyte-cdk/) installed.
 
 ## Definition of a successful migration
 
@@ -36,7 +36,7 @@ In other word, using the image digest (sha256), we have the guarantee that a bui
 
 ### What if my connector needs specific system dependencies?
 
-Declaring the base image in the metadata.yaml file makes the Dockerfile obselete and the connector will be built using our internal build process declared [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/build_image/steps/python_connectors.py#L55).
+Declaring the base image in the metadata.yaml file makes the Dockerfile obsolete and the connector will be built using our internal build process.
 If your connector has specific system dependencies, or has to set environment variables, we have a pre/post build hook framework for that.
 
 You can customize our build process by adding a `build_customization.py` module to your connector.
@@ -63,16 +63,6 @@ async def post_connector_install(connector_container: Container) -> Container:
     return await connector_container.with_env_variable("MY_POST_BUILD_ENV_VAR", "my_post_build_env_var_value")
 ```
 
-### Listing migrated / non migrated connectors:
+### Listing migrated / non migrated connectors
 
-To list all migrated certified connectors you can ran:
-
-```bash
-airbyte-ci connectors --support-level=certified --metadata-query="data.connectorBuildOptions.baseImage is not None" list
-```
-
-To list all non migrated certified connectors you can ran:
-
-```bash
-airbyte-ci connectors --metadata-query="data.supportLevel == 'certified' and 'connectorBuildOptions' not in data.keys()" list
-```
+You can check connector metadata files to see which connectors have migrated to the base image by looking for the `data.connectorBuildOptions.baseImage` key in their `metadata.yaml` files.
diff --git a/docs/platform/connector-development/connector-builder-ui/custom-components.md b/docs/platform/connector-development/connector-builder-ui/custom-components.md
index a9daaed23aec..405a4faa9a46 100644
--- a/docs/platform/connector-development/connector-builder-ui/custom-components.md
+++ b/docs/platform/connector-development/connector-builder-ui/custom-components.md
@@ -2,9 +2,6 @@
 products: oss-community, oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Custom components for the Connector Builder
 
 Use Custom Components to extend the Connector Builder with your own Python implementations when Airbyte's built-in components don't meet your specific needs.
@@ -59,22 +56,6 @@ If you deploy Airbyte with abctl, follow the steps below to update your values a
 
 1. Edit your existing `values.yaml` file or create a new override file with this configuration:
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
-      ```yaml title="values.yaml"
-      workload-launcher:
-        extraEnv:
-          - name: AIRBYTE_ENABLE_UNSAFE_CODE
-            value: "true"
-      connector-builder-server:
-        extraEnv:
-          - name: AIRBYTE_ENABLE_UNSAFE_CODE
-            value: "true"
-      ```
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
     ```yaml title="values.yaml"
     workloadLauncher:
       extraEnv:
@@ -86,10 +67,6 @@ If you deploy Airbyte with abctl, follow the steps below to update your values a
           value: "true"
     ```
 
-    </TabItem>
-    </Tabs>
-
-
 2. Use this file during deployment with the abctl command:
 
    ```bash
@@ -102,22 +79,6 @@ If you're deploying Airbyte using public Helm charts without abctl, follow the s
 
 1. Edit your existing `values.yaml` file or create a new override file with this configuration:
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
-      ```yaml title="values.yaml"
-      workload-launcher:
-        extraEnv:
-          - name: AIRBYTE_ENABLE_UNSAFE_CODE
-            value: "true"
-      connector-builder-server:
-        extraEnv:
-          - name: AIRBYTE_ENABLE_UNSAFE_CODE
-            value: "true"
-      ```
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
     ```yaml title="values.yaml"
     workloadLauncher:
       extraEnv:
@@ -129,34 +90,15 @@ If you're deploying Airbyte using public Helm charts without abctl, follow the s
           value: "true"
     ```
 
-    </TabItem>
-    </Tabs>
-
 2. Apply the configuration during Helm installation or upgrade:
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
     ```bash
-    helm upgrade airbyte airbyte-v2/airbyte \
-      --namespace airbyte \       # Target Kubernetes namespace
-      --values ./values.yaml \    # Custom configuration values
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
-    ```bash
-    helm upgrade airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
+    helm upgrade airbyte airbyte/airbyte \
+      --namespace airbyte \           # Target Kubernetes namespace
       --values ./values.yaml \       # Custom configuration values
       --version 2.x.x                # Helm chart version to use
     ```
 
-    </TabItem>
-    </Tabs>
-
-
 :::caution
 Monitor your deployment for any security or performance issues. Remember that this feature allows execution of arbitrary code in your Airbyte environment.
 :::
diff --git a/docs/platform/connector-development/connector-metadata-file.md b/docs/platform/connector-development/connector-metadata-file.md
index 78841c13fee5..c1afea85bb57 100644
--- a/docs/platform/connector-development/connector-metadata-file.md
+++ b/docs/platform/connector-development/connector-metadata-file.md
@@ -221,9 +221,9 @@ To enable a test suite, add the suite name to the `connectorTestSuitesOptions` l
             alias: airbyte-connector-testing-secret-store
 ```
 
-#####  Default paths and conventions
- 
-The [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) tool will automatically locate specific test types based on established conventions and will automatically store secret files (when needed) in the established secrets directory - which should be already excluded from accidental git commits.
+##### Default paths and conventions
+
+The CI pipeline will automatically locate specific test types based on established conventions and will automatically store secret files (when needed) in the established secrets directory - which should be already excluded from accidental git commits.
 
 **Python connectors**
 Tests are discovered by Pytest and are expected to be located in:
@@ -232,7 +232,7 @@ Tests are discovered by Pytest and are expected to be located in:
 
 **Java connectors**
 No specific directory is determined. Which test will run is determined by the Gradle configuration of the connector.
-`airbyt-ci` runs the `test` Gradle task for the `unitTests` suite and the `integrationTest` Gradle task for the `integrationTests` suite.
+CI runs the `test` Gradle task for the `unitTests` suite and the `integrationTest` Gradle task for the `integrationTests` suite.
 
 **Acceptance tests**
 
diff --git a/docs/platform/connector-development/local-connector-development.md b/docs/platform/connector-development/local-connector-development.md
index 9bc64bd8e99c..865eb83be010 100644
--- a/docs/platform/connector-development/local-connector-development.md
+++ b/docs/platform/connector-development/local-connector-development.md
@@ -17,7 +17,6 @@ When developing connectors locally, you'll want to ensure the following tools ar
 1. [`docker`](#docker) - Used when building and running connector container images.
 1. [`gradle`](#gradle) - Required when working with Java and Kotlin connectors.
 1. [Airbyte CDKs](#airbyte-connector-development-kits-cdks) - The Airbyte Connector Development Kit (CDK) tools, including the [`airbyte-cdk` CLI](#the-airbyte-cdk-cli).
-1. [`airbyte-ci` (deprecated)](#airbyte-ci-deprecated) - Used for a large number of tasks such as building and publishing.
 
 ### Poe the Poet
 
@@ -95,14 +94,6 @@ uv tool install --upgrade 'airbyte-cdk[dev]'
 
 For a list of available commands in the `airbyte-cdk` CLI, run `airbyte-cdk --help`.
 
-### airbyte-ci (deprecated)
-
-Airbyte CI `(airbyte-ci`) is a Dagger-based tool for accomplishing specific tasks. See `airbyte-ci --help` for a list of commands you can run.
-
-:::warning
-The Airbyte CI tool is now deprecated and will be phased out shortly. Most airbyte-ci commands have a simpler equivalent in Poe, which you can discover using `poe --help`.
-:::
-
 ## Common Development Tasks
 
 ### Installing Connector Dependencies
@@ -193,7 +184,6 @@ Maintainers can execute any of the following connector admin commands upon reque
 - `/bump-version` - Run the bump version command, which advances the connector version(s) and adds a changelog entry for any modified connector(s).
 - `/format-fix` - Fixes any formatting issues.
 - `/run-connector-tests` - Run the connector tests for any modified connectors.
-- `/run-cat-tests` - Run the legacy connector acceptance tests (CAT) for any modified connectors. This is helpful if the connector has poor test coverage overall.
 - `/build-connector-images` - Builds and publishes a pre-release docker image for the modified connector(s).
 - `/poe` - Run a Poe task.
 
diff --git a/docs/platform/connector-development/submit-new-connector.md b/docs/platform/connector-development/submit-new-connector.md
index 730af84f8802..c60e7715c3c2 100644
--- a/docs/platform/connector-development/submit-new-connector.md
+++ b/docs/platform/connector-development/submit-new-connector.md
@@ -45,7 +45,7 @@ This will enable our team to make sure your contribution does not overlap with e
 
 ### Open a pull request
 
-1. Make sure your connector passes `airbyte-ci connectors test` tests. [Here's a guide on how to run them](../connector-development/testing-connectors/README.md).
+1. Make sure your connector passes the test suite. [Here's a guide on how to run them](../connector-development/testing-connectors/README.md).
 2. Make sure you include the README, documentation, and an icon for your connector. Without them, one of the CI checks will fail.
 3. Follow the [pull request convention](/community/contributing-to-airbyte/resources/pull-requests-handbook#pull-request-title-convention)
 4. Wait for a review from a community maintainer or our team. We generally look for the following criteria:
diff --git a/docs/platform/connector-development/testing-connectors/README.md b/docs/platform/connector-development/testing-connectors/README.md
index bc24e79b3fd8..c79e71bbba6d 100644
--- a/docs/platform/connector-development/testing-connectors/README.md
+++ b/docs/platform/connector-development/testing-connectors/README.md
@@ -8,22 +8,15 @@ Multiple tests suites compose the Airbyte connector testing pyramid
 - Unit Tests: Connector-specific tests written by the connector developer which don’t require access to the source/destination.
 - Integration Tests: Connector-specific tests written by the connector developer which _may_ require access to the source/destination.
 - [Connector Acceptance Tests](https://docs.airbyte.com/connector-development/testing-connectors/connector-acceptance-tests-reference/): Connector-agnostic tests that verify that a connector adheres to the [Airbyte protocol](https://docs.airbyte.com/understanding-airbyte/airbyte-protocol). Credentials to a source/destination sandbox account are **required**.
-- [Regression Tests](https://github.com/airbytehq/airbyte/tree/master/airbyte-ci/connectors/live-tests): Connector-agnostic tests that verify that the behavior of a connector hasn’t changed unexpectedly between connector versions. A sandbox cloud connection is required. Currently only available for API source connectors.
+- Regression Tests (deprecated): Connector-agnostic tests that verified the behavior of a connector between versions. Previously available for API source connectors.
 
 
 ## 🤖 CI
 
-If you want to run the global test suite, exactly like what is run in CI, you should install [`airbyte-ci` CLI](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) and use the following command:
-
-```bash
-airbyte-ci connectors --name=<connector_name> test
-```
-
 CI will run all the tests that are available for a connector. This can include all of the tests listed above, if we have the appropriate credentials. At a minimum, it will include the Connector QA checks and any tests that exist in a connector's `unit_tests` and `integration_tests` directories.
 To run Connector Acceptance tests locally, you must provide connector configuration as a `config.json` file in a `.secrets` folder in the connector code directory.
-Regression tests may only be run locally with authorization to our cloud resources.
 
-Our CI infrastructure runs the connector tests with [`airbyte-ci` CLI](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md). Connectors tests are automatically and remotely triggered on your branch according to the changes made in your branch.
+Connector tests are automatically and remotely triggered on your branch according to the changes made in your branch.
 **Passing tests are required to merge a connector pull request.**
 
 ## Connector specific tests
diff --git a/docs/platform/connector-development/testing-connectors/connector-acceptance-tests-reference.md b/docs/platform/connector-development/testing-connectors/connector-acceptance-tests-reference.md
index ddc992d60b77..5c25f2bea97d 100644
--- a/docs/platform/connector-development/testing-connectors/connector-acceptance-tests-reference.md
+++ b/docs/platform/connector-development/testing-connectors/connector-acceptance-tests-reference.md
@@ -32,19 +32,17 @@ _Note: Not all types of tests work for all connectors, only configure the ones t
 
 Build your connector image if needed.
 
-**Option A (Preferred): Building the docker image with `airbyte-ci`**
+**Option A (Preferred): Building the docker image with the Airbyte CDK**
 
 This is the preferred method for building and testing connectors.
 
-If you want to open source your connector we encourage you to use our [`airbyte-ci`](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md) tool to build your connector.
-It will not use a Dockerfile but will build the connector image from our [base image](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/base_images/README.md) and use our internal build logic to build an image from your Python connector code.
+The build process will not use a Dockerfile but will build the connector image from our base image and use our internal build logic to build an image from your Python connector code.
 
-Running `airbyte-ci connectors --name source-<source-name> build` will build your connector image.
-Once the command is done, you will find your connector image in your local docker host: `airbyte/source-<source-name>:dev`.
+Once the build is done, you will find your connector image in your local docker host: `airbyte/source-<source-name>:dev`.
 
 **Option B: Building the docker image with a Dockerfile**
 
-If you don't want to rely on `airbyte-ci` to build your connector, you can build the docker image using your own Dockerfile. This method is not preferred, and is not supported for certified connectors.
+You can also build the docker image using your own Dockerfile. This method is not preferred, and is not supported for certified connectors.
 
 Create a `Dockerfile` in the root of your connector directory. The `Dockerfile` should look something like this:
 
@@ -70,30 +68,11 @@ docker build . -t airbyte/source-example-python:dev
 
 And test via one of the two following Options
 
-### Option 1 (Preferred): Run against the Airbyte CI test suite
+### Running acceptance tests
 
-Learn how to use and install [`airbyte-ci` here](https://github.com/airbytehq/airbyte/blob/master/airbyte-ci/connectors/pipelines/README.md). Once installed, `airbyte-ci connectors test` command will run unit, integration, and acceptance tests against your connector. Pass `--name <your_connector_name>` to test just one connector.
+Connector acceptance tests are run automatically in CI when you open a pull request. The CI pipeline will run unit, integration, and acceptance tests against your connector.
 
-```bash
-airbyte-ci connectors --name=<name-of-your-connector></name-of-your-connector> test
-```
-
-### Option 2 (Debugging): Run against the acceptance tests on your branch
-
-This will run the acceptance test suite directly with pytest. Allowing you to set breakpoints and debug your connector locally.
-
-The only pre-requisite is that you have [Poetry](https://python-poetry.org/docs/#installation) installed.
-
-Afterwards you do the following from the root of the `airbyte` repo:
-
-```bash
-cd airbyte-integrations/bases/connector-acceptance-test/
-poetry install
-poetry run pytest -p connector_acceptance_test.plugin --acceptance-test-config=../../connectors/<your-connector> --pdb
-```
-
-See other useful pytest options [here](https://docs.pytest.org/en/stable/usage.html)
-See a more comprehensive guide in our README [here](https://github.com/airbytehq/airbyte/blob/master/airbyte-integrations/bases/connector-acceptance-test/README.md)
+See useful pytest options [here](https://docs.pytest.org/en/stable/usage.html).
 
 ## Dynamically managing inputs & resources used in standard tests
 
diff --git a/docs/platform/deploying-airbyte/chart-v2-community.mdx b/docs/platform/deploying-airbyte/chart-v2-community.mdx
index 57dd60a98694..03c6b722b98c 100644
--- a/docs/platform/deploying-airbyte/chart-v2-community.mdx
+++ b/docs/platform/deploying-airbyte/chart-v2-community.mdx
@@ -9,21 +9,19 @@ import HelmSyntaxConversion from '@site/static/_helm-chart-2-syntax-changes.md';
 
 # Upgrade to Helm chart V2 (Core)
 
-Airbyte has upgraded its Helm chart to a new version called "V2." Using Helm chart V2 is currently optional. At some future date the V2 Helm chart will become the standard, so we advise that you upgrade your existing deployment to use the new chart before the transition. If you're a new Airbyte user, you can skip the upgrade altogether and start with the new chart.
+As of Airbyte v2.1.0, Helm chart V1 is no longer supported. Helm chart V2 is now the only supported chart. If you haven't already upgraded, you must migrate to Helm chart V2 to continue receiving updates. If you're a new Airbyte user, you can skip this guide and start directly with the current chart — see [Deploying Airbyte](../deploying-airbyte/deploying-airbyte.md).
 
 :::important Enterprise customers
 Follow the [Self-Managed Enterprise guide](../enterprise-setup/chart-v2-enterprise) instead.
 :::
 
-## Why you should upgrade
+## Why you must upgrade
 
-Upgrading to the new Helm chart now has the following benefits.
+Helm chart V1 is no longer supported as of Airbyte v2.1.0. You must upgrade to Helm chart V2 to continue receiving Airbyte updates. In addition to being required, the new chart has the following benefits:
 
-1. By upgrading in advance, you can schedule this upgrade for a convenient time. Avoid blocking yourself from upgrading Airbyte to a future version when the new chart is mandatory and you're busy.
+1. The new Helm chart is more aligned with Helm's best practices for chart design.
 
-2. The new Helm chart is more aligned with Helm's best practices for chart design.
-
-3. The new Helm chart has broader and more detailed options to customize your deployment. In most cases, it's no longer necessary to specify environment variables in your `values.yaml` file because the chart offers a more detailed interface for customization. If you do need to use environment variables, you can use fewer of them.
+2. The new Helm chart has broader and more detailed options to customize your deployment. In most cases, it's no longer necessary to specify environment variables in your `values.yaml` file because the chart offers a more detailed interface for customization. If you do need to use environment variables, you can use fewer of them.
 
 ## Which versions can upgrade to Helm chart V2
 
@@ -33,9 +31,9 @@ The following versions of Airbyte can use Helm chart V2:
 
 - Airbyte version 1.6.0 and later, if installed and managed with abctl version 0.30.0 or later (abctl uses Helm chart V2 by default starting with version 0.30.0)
 
-The following versions of Airbyte _can't_ use Helm chart V2:
+The following versions of Airbyte _can't_ use Helm chart V2 directly:
 
-- Airbyte versions before 1.6.0
+- Airbyte versions before 1.6.0 — you must first upgrade to at least 1.6.0 on Helm chart V1 before migrating to V2
 
 - Airbyte installed and managed with abctl versions before 0.30.0
 
diff --git a/docs/platform/deploying-airbyte/deploying-airbyte.md b/docs/platform/deploying-airbyte/deploying-airbyte.md
index d2e1a41fd152..2cd7fd23d954 100644
--- a/docs/platform/deploying-airbyte/deploying-airbyte.md
+++ b/docs/platform/deploying-airbyte/deploying-airbyte.md
@@ -2,9 +2,6 @@
 products: oss-community
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Deploying Airbyte
 
 The Airbyte platform is a sophisticated data integration platform that enables you to handle large amounts of data movement.
@@ -20,11 +17,10 @@ If you're a Self-Managed Enterprise customer, skip this guide. Instead, follow t
 Airbyte is built to be deployed into a Kubernetes cluster.
 You can use a Cloud Provider, such as, AWS, GCP, Azure, or onto a single node, such as an EC2 VM, or even locally on your computer.
 
-We highly recommend deploying Airbyte using Helm and the documented Helm chart values. 
+We highly recommend deploying Airbyte using Helm and the documented Helm chart values.
 
 Helm is a Kubernetes package manager for automating deployment and management of complex applications with microservices on Kubernetes.  Refer to our [Helm Chart Usage Guide](https://airbytehq.github.io/helm-charts/) for more information about how to get started.
 
-
 The [Infrastructure](infrastructure/aws) section describes the Airbyte's recommended cloud infrastructure to set up for each supported platform. Keep in mind that these guides are meant to assist you, but you are not required to follow them. Airbyte is designed to be as flexible as possible in order to fit into your existing infrastructure.
 
 ## Installation Guide
@@ -39,11 +35,8 @@ The deployment will use a Helm chart which is a package for Kubernetes applicati
 
 Add a remote helm repo:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
 ```bash
-helm repo add airbyte https://airbytehq.github.io/helm-charts
+helm repo add airbyte https://airbytehq.github.io/charts
 helm repo update
 ```
 
@@ -53,82 +46,27 @@ To browse all charts uploaded to the repository, run `helm search repo airbyte`.
 
 An example of the chart output:
 
-```text
-NAME                               	CHART VERSION	APP VERSION	DESCRIPTION                                       
-airbyte/airbyte                    	1.8.0        	1.8.0      	Helm chart to deploy airbyte                      
-airbyte/airbyte-api-server         	0.293.4      	0.63.8     	Helm chart to deploy airbyte-api-server           
-airbyte/airbyte-bootloader         	1.8.0        	1.8.0      	Helm chart to deploy airbyte-bootloader           
-airbyte/airbyte-cron               	0.40.37      	0.40.17    	Helm chart to deploy airbyte-cron                 
-airbyte/airbyte-data-plane         	1.6.0        	1.6.0      	A Helm chart for installing an Airbyte Data Plane.
-airbyte/airbyte-keycloak           	0.1.2        	0.1.0      	A Helm chart for Kubernetes                       
-airbyte/airbyte-workload-api-server	0.49.18      	0.50.33    	Helm chart to deploy airbyte-api-server           
-airbyte/connector-builder-server   	1.8.0        	1.8.0      	Helm chart to deploy airbyte-connector-builder-...
-airbyte/connector-rollout-worker   	1.8.0        	1.8.0      	Helm chart to deploy airbyte-connector-rollout-...
-airbyte/cron                       	1.8.0        	1.8.0      	Helm chart to deploy airbyte-cron                 
-airbyte/keycloak                   	1.8.0        	1.8.0      	Helm chart to deploy airbyte-keycloak             
-airbyte/keycloak-setup             	1.8.0        	1.8.0      	Helm chart to deploy airbyte-keycloak-setup       
-airbyte/metrics                    	1.8.0        	1.8.0      	Helm chart to deploy airbyte-metrics              
-airbyte/pod-sweeper                	1.5.1        	1.5.1      	Helm chart to deploy airbyte-pod-sweeper          
-airbyte/server                     	1.8.0        	1.8.0      	Helm chart to deploy airbyte-server               
-airbyte/temporal                   	1.8.0        	1.8.0      	Helm chart to deploy airbyte-temporal             
-airbyte/temporal-ui                	1.8.0        	1.8.0      	Helm chart to deploy airbyte-temporal-ui                      
-airbyte/worker                     	1.8.0        	1.8.0      	Helm chart to deploy airbyte-worker               
-airbyte/workload-api               	0.50.3       	0.50.35    	Helm chart to deploy the workload-api service     
-airbyte/workload-api-server        	1.8.0        	1.8.0      	Helm chart to deploy the workload-api service     
-airbyte/workload-launcher          	1.8.0        	1.8.0      	Helm chart to deploy airbyte-workload-launcher     
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
-```bash
-helm repo add airbyte-v2 https://airbytehq.github.io/charts
-helm repo update
-```
-
-In this example, `airbyte-v2` is the name of the repository that is indexed locally.
-
-To browse all charts uploaded to the repository, run `helm search repo airbyte-v2`.
-
-An example of the chart output:
-
 ```text
 NAME              	CHART VERSION	APP VERSION	DESCRIPTION                 
-airbyte-v2/airbyte	2.0.7        	1.8.0      	Helm chart to deploy airbyte 
+airbyte/airbyte	2.0.7        	1.8.0      	Helm chart to deploy airbyte 
 ```
 
-</TabItem>
-</Tabs>
-
 ### 2. Create a Namespace for Airbyte
 
-While it's not strictly necessary to isolate the Airbyte installation into its own namespace, it's good practice and recommended as a part of the installation. This documentation assumes that you chose the name `airbyte` or `airbyte-v2` for the namespace, but you may choose a different name if required.
+While it's not strictly necessary to isolate the Airbyte installation into its own namespace, it's good practice and recommended as a part of the installation. This documentation assumes that you chose the name `airbyte` for the namespace, but you may choose a different name if required.
 
 To create a namespace run the following:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
 ```bash
 kubectl create namespace airbyte
 ```
 
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
-```bash
-kubectl create namespace airbyte-v2
-```
-
-</TabItem>
-</Tabs>
-
 ### 3. Create a values.yaml override file
 
-To configure your installation of Airbyte, you will need to override specific parts of the Helm Chart. To do this you should create a new file called `values.yaml` somewhere that is accessible during the installation process. 
+To configure your installation of Airbyte, you will need to override specific parts of the Helm Chart. To do this you should create a new file called `values.yaml` somewhere that is accessible during the installation process.
 The documentation has been created to "build up" a values.yaml, so there is no need to copy the whole of the Chart values.yaml. You only need to provide the specific overrides.
 
-Each [Integration](#integrations) will provide a section of the specific values that you should override and provide examples of what the values should look like. An example `values.yaml` file may look like the following: 
+Each [Integration](#integrations) will provide a section of the specific values that you should override and provide examples of what the values should look like. An example `values.yaml` file may look like the following:
 
 ```yaml title="values.yaml"
 global:
@@ -144,8 +82,9 @@ Each of these integrations will require you to create a secret upfront. For inst
 Each of these integrations can be configured to suit your specific needs and is described in the [Integration](#integrations) section. Each of these integrations has its own section where you'll find an explanation for why it's useful to configure the integration. There, you'll also find details about how to configure the integration.
 
 Before you can configure this stuff in a cloud provider, you need to set up your policies:
-* [AWS Policies](./infrastructure/aws.md#policies)
-* [GCP Policies](./infrastructure/gcp.md#policies)
+
+- [AWS Policies](./infrastructure/aws.md#policies)
+- [GCP Policies](./infrastructure/gcp.md#policies)
 
 After your policies are set up, here's a list of customizations.
 
@@ -159,71 +98,53 @@ After your policies are set up, here's a list of customizations.
 After you have applied your Secret values to the Cluster and you have filled out a values.yaml file appropriately for your specific configuration, you can begin a Helm Install. To do this, make sure that you have the [Helm Client](https://helm.sh/docs/intro/install/) installed and on your path.
 Then you can run:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```bash
-helm install airbyte airbyte/airbyte \
-  --namespace airbyte \   # Target Kubernetes namespace
-  --values ./values.yaml  # Custom configuration values
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 1. Identify the Helm chart version that corresponds to the platform version you want to run. Most Helm chart versions are designed to work with one Airbyte version, and they don't necessarily have the same version number.
 
     ```bash
-    helm search repo airbyte-v2 --versions
+    helm search repo airbyte --versions
     ```
 
     You should see something like this:
 
     ```text
     NAME                            CHART VERSION   APP VERSION     DESCRIPTION
-    airbyte-v2/airbyte              2.0.18          2.0.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.17          1.8.5           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.16          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.15          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.14          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.13          1.8.3           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.12          1.8.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.11          1.8.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.10          1.8.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.9           1.8.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.8           1.8.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.7           1.7.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.6           1.7.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.5           1.7.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.4           1.6.3           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.3           1.6.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.2           1.6.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.1           1.6.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.0           1.6.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte-data-plane   2.0.0           2.0.0           A Helm chart for installing an Airbyte Data Plane.
+    airbyte/airbyte              2.0.18          2.0.0           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.17          1.8.5           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.16          1.8.4           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.15          1.8.4           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.14          1.8.4           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.13          1.8.3           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.12          1.8.2           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.11          1.8.2           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.10          1.8.1           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.9           1.8.0           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.8           1.8.0           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.7           1.7.1           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.6           1.7.1           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.5           1.7.0           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.4           1.6.3           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.3           1.6.2           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.2           1.6.2           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.1           1.6.1           Helm chart to deploy airbyte
+    airbyte/airbyte              2.0.0           1.6.0           Helm chart to deploy airbyte
+    airbyte/airbyte-data-plane   2.0.0           2.0.0           A Helm chart for installing an Airbyte Data Plane.
     ```
 
-2. Install Airbyte into your Helm chart V2 namespace. In this example, you install Airbyte version 2.0.
+2. Install Airbyte into your namespace. In this example, you install Airbyte version 2.0.
 
     ```bash
-    helm install airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
-      --values ./values.yaml \       # Custom configuration values
-      --version 2.0.18               # Helm chart version to use
+    helm install airbyte airbyte/airbyte \
+      --namespace airbyte \            # Target Kubernetes namespace
+      --values ./values.yaml \         # Custom configuration values
+      --version 2.0.18                 # Helm chart version to use
     ```
 
-</TabItem>
-</Tabs>
-
 After the installation has completed, you can configure your [Ingress](./integrations/ingress) by following the directions for your specific Ingress provider.
 
 ### 6. Set up port forward for UI access
 
 Helm install spits out instructions for how to set up the port forward. Go ahead and run that command. It should look something like this:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
 ```bash
 Get the application URL by running these commands:
 
@@ -231,23 +152,10 @@ echo "Visit http://127.0.0.1:8080 to use your application"
 kubectl -n airbyte port-forward deployment/airbyte-server 8080:8001
 ```
 
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
-```bash
-Get the application URL by running these commands:
-
-echo "Visit http://127.0.0.1:8080 to use your application"
-kubectl -n airbyte-v2 port-forward deployment/airbyte-server 8080:8001
-```
-
-</TabItem>
-</Tabs>
-
 You can now access the UI in your browser at: http://127.0.0.1:8080.
 
 If you'd like to set up a more permanent ingress checkout our ingress customization. For a deployment to a local machine we recommend using [nginx](./integrations/ingress.md) as an easy-to-setup option.
 
 :::note
-As part of maintaining your Airbyte instance, you'll need to do periodic upgrades. See our documentation on [when and how to upgrade Airbyte](../operator-guides/upgrading-airbyte.md) for details. 
+As part of maintaining your Airbyte instance, you'll need to do periodic upgrades. See our documentation on [when and how to upgrade Airbyte](../operator-guides/upgrading-airbyte.md) for details.
 :::
diff --git a/docs/platform/deploying-airbyte/integrations/authentication.md b/docs/platform/deploying-airbyte/integrations/authentication.md
index c876db5e1630..dd09afb55fe5 100644
--- a/docs/platform/deploying-airbyte/integrations/authentication.md
+++ b/docs/platform/deploying-airbyte/integrations/authentication.md
@@ -2,9 +2,6 @@
 products: oss-community, oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Authentication
 
 Airbyte comes with built in authentication based on the email provided at setup and a generated password. If you need to
@@ -13,6 +10,7 @@ view your password and you are running Airbyte through `abctl` you can run the f
 ```shell
 abctl local credentials
 ```
+
 Which should output something similar to:
 
 ```shell
@@ -23,7 +21,7 @@ Which should output something similar to:
 }
 ```
 
-If you have deployed to your own Kubernetes cluster using Helm, then you can view your credentials by running the 
+If you have deployed to your own Kubernetes cluster using Helm, then you can view your credentials by running the
 following:
 
 ```shell
@@ -56,8 +54,8 @@ echo 'cmhvQkhCODlMRmh1REdXMWt3REpHZTJMaUd3N3c2MjU=' | base64 -d
 
 ## Turning Off Authentication
 
-There may be times when your wish to turn off authentication, for instance if you have already configured a proxy that 
-authenticates users with your organization's SSO. In these cases you can turn off Airbyte's authentication by adding the 
+There may be times when your wish to turn off authentication, for instance if you have already configured a proxy that
+authenticates users with your organization's SSO. In these cases you can turn off Airbyte's authentication by adding the
 following to your values.yaml file:
 
 ```yaml
@@ -74,7 +72,7 @@ abctl local install --values ./values.yaml
 
 ## Setting a Password via Secrets
 
-You can also control the default password by supplying your own values as a Kubernetes secret. Start by creating a file 
+You can also control the default password by supplying your own values as a Kubernetes secret. Start by creating a file
 called `secret.yaml` and add the following Kubernetes Secret into that file:
 
 ```yaml
@@ -108,19 +106,8 @@ You may need to restart the airbyte-server pod for the changes to take effect.
 ## Cookie Security Settings
 
 ### Disabling Secure Cookies
-For users running Airbyte on a non-localhost domain without HTTPS, secure cookies cannot be set. To disable secure cookies, update your `values.yaml` file with the following snippet:
-
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml
-global:
-  auth:
-    cookieSecureSetting: "false"
-```
 
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
+For users running Airbyte on a non-localhost domain without HTTPS, secure cookies cannot be set. To disable secure cookies, update your `values.yaml` file with the following snippet:
 
 ```yaml
 global:
@@ -129,26 +116,11 @@ global:
       cookieSecureSetting: "false"
 ```
 
-</TabItem>
-</Tabs>
-
-
 This setting should only be used if HTTPS is not available, as it reduces security by allowing cookies to be transmitted over non-secure connections.
 
 ### Modifying Cookie SameSite Setting
-By default, Airbyte uses a `cookieSameSiteSetting` of `"Strict"`. If you need to allow cookies to be sent in a cross-site context, you can change this setting to `"None"`. Update your `values.yaml` file with the following:
-
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
 
-```yaml
-global:
-  auth:
-    cookieSameSiteSetting: "None"
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
+By default, Airbyte uses a `cookieSameSiteSetting` of `"Strict"`. If you need to allow cookies to be sent in a cross-site context, you can change this setting to `"None"`. Update your `values.yaml` file with the following:
 
 ```yaml
 global:
@@ -157,11 +129,6 @@ global:
       cookieSameSiteSetting: "None"
 ```
 
-</TabItem>
-</Tabs>
-
-
-
 Note: Setting `cookieSameSiteSetting` to `"None"` may be necessary for certain integrations but should be used cautiously as it can make your application more susceptible to CSRF attacks. Make sure other security measures are in place if you configure this setting.
 
 These changes will take effect the next time you deploy Airbyte using your updated `values.yaml` file.
diff --git a/docs/platform/deploying-airbyte/integrations/database.md b/docs/platform/deploying-airbyte/integrations/database.md
index 326be12799e0..eef427c54707 100644
--- a/docs/platform/deploying-airbyte/integrations/database.md
+++ b/docs/platform/deploying-airbyte/integrations/database.md
@@ -2,9 +2,6 @@
 products: oss-community, oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # External Database
 
 For production deployments, we recommend using a dedicated database instance for better reliability, and backups (such as AWS RDS or GCP Cloud SQL) instead of the default internal Postgres database (`airbyte/db`) that Airbyte spins up within the Kubernetes cluster.
@@ -29,39 +26,6 @@ stringData:
 
 Add external database details to your `values.yaml` file. This disables the default internal Postgres database (`airbyte/db`), and configures your external Postgres database. You can override all of the values below by setting them in the airbyte-config-secrets or set them directly in the `values.yaml` file. **The database password is a special case in that it must be set in the [airbyte-config-secrets](#secrets).**
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-postgresql:
-  enabled: false
-
-global:
-  database:
-    type: external
-
-    # -- Secret name where database credentials are stored
-    secretName: "" # e.g. "airbyte-config-secrets"
-
-    # -- The database host
-    host: ""
-
-    # -- The database port
-    port: ""
-
-    # -- The database name
-    database: ""
-
-    # -- The key within `secretName` where database user is stored
-    userSecretKey: "" # e.g. "database-user"
-
-    # -- The key within `secretName` where password is stored
-    passwordSecretKey: "" # e.g."database-password"
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 postgresql:
   enabled: false
@@ -88,6 +52,3 @@ global:
     # -- The key within `secretName` where password is stored
     passwordSecretKey: "" # e.g."database-password"
 ```
-
-</TabItem>
-</Tabs>
diff --git a/docs/platform/deploying-airbyte/integrations/ingress.md b/docs/platform/deploying-airbyte/integrations/ingress.md
index e2628f265817..5d5cdd717a0f 100644
--- a/docs/platform/deploying-airbyte/integrations/ingress.md
+++ b/docs/platform/deploying-airbyte/integrations/ingress.md
@@ -38,9 +38,7 @@ Set appropriate backend timeout values for the Airbyte server ingress. Timeout v
 ## Option 1: Use Airbyte's Helm chart
 
 :::note
-**Helm V2 users:** Follow the configuration examples below.
-
-**Helm V1 users:** Ingress is available but uses a different configuration format. See the [values.yaml reference](/platform/deploying-airbyte/values) for the V1 ingress configuration structure.
+Follow the configuration examples below.
 :::
 
 You can configure ingress directly in your `values.yaml` file. Airbyte will automatically create and manage the ingress resource for you.
@@ -93,7 +91,7 @@ If you previously created a manual ingress resource and want to switch to using
 3. Upgrade your Helm deployment:
 
    ```bash
-   helm upgrade airbyte airbyte-v2/airbyte \
+   helm upgrade airbyte airbyte/airbyte \
      --namespace <namespace> \
      --values ./values.yaml
    ```
@@ -116,7 +114,7 @@ If you previously used the Helm chart ingress configuration and want to switch t
 2. Upgrade your Helm deployment to remove the ingress resource:
 
    ```bash
-   helm upgrade airbyte airbyte-v2/airbyte \
+   helm upgrade airbyte airbyte/airbyte \
      --namespace <namespace> \
      --values ./values.yaml
    ```
diff --git a/docs/platform/deploying-airbyte/integrations/secrets.md b/docs/platform/deploying-airbyte/integrations/secrets.md
index 13ae61bda3af..383156848134 100644
--- a/docs/platform/deploying-airbyte/integrations/secrets.md
+++ b/docs/platform/deploying-airbyte/integrations/secrets.md
@@ -85,28 +85,6 @@ Modifing the configuration of connector secret storage will cause all <i>existin
 
 If authenticating with credentials, ensure you've already created a Kubernetes secret containing both your AWS Secrets Manager access key ID, and secret access key. By default, secrets are expected in the `airbyte-config-secrets` Kubernetes secret, under the `aws-secret-manager-access-key-id` and `aws-secret-manager-secret-access-key` keys. Steps to configure these are in the above [prerequisites](#secrets).
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  secretsManager:
-    type: awsSecretManager
-    secretName: "airbyte-config-secrets" # Name of your Kubernetes secret.
-    awsSecretManager:
-      region: <aws-region>
-      authenticationType: credentials ## Use "credentials" or "instanceProfile"
-      tags: ## Optional - You may add tags to new secrets created by Airbyte.
-        - key: ## e.g. team
-          value: ## e.g. deployments
-        - key: business-unit
-          value: engineering
-      kms: ## Optional - ARN for KMS Decryption.
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
@@ -123,11 +101,6 @@ global:
       kms: ## Optional - ARN for KMS Decryption.
 ```
 
-</TabItem>
-</Tabs>
-
-
-
 Set `authenticationType` to `instanceProfile` if the compute infrastructure running Airbyte has pre-existing permissions (e.g. IAM role) to read and write from AWS Secrets Manager.
 
 To decrypt secrets in the secret manager with AWS KMS, configure the `kms` field, and ensure your Kubernetes cluster has pre-existing permissions to read and decrypt secrets.
@@ -137,23 +110,6 @@ To decrypt secrets in the secret manager with AWS KMS, configure the `kms` field
 
 Ensure you've already created a Kubernetes secret containing the credentials blob for the service account to be assumed by the cluster. By default, secrets are expected in the `airbyte-config-secrets` Kubernetes secret, under a `gcp.json` file. Steps to configure these are in the above [prerequisites](#secrets). For simplicity, we recommend provisioning a single service account with access to both GCS and GSM.
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  secretsManager:
-    type: googleSecretManager
-    secretName: "airbyte-config-secrets" # Name of your Kubernetes secret.
-    googleSecretManager:
-      projectId: <project-id>
-      region: "" ## Optional - e.g. us-central1
-      credentialsSecretKey: gcp.json
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
@@ -165,34 +121,10 @@ global:
       credentialsSecretKey: gcp.json
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 
 <TabItem label="Azure Key Vault" value="Azure">
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  secretsManager:
-    type: azureKeyVault
-    secretsManagerSecretName: "airbyte-config-secrets" # Name of your Kubernetes secret.
-    azureKeyVault:
-      vaultUrl: ## https://my-vault.vault.azure.net/
-      tenantId: ## 3fc863e9-4740-4871-bdd4-456903a04d4e
-      tags: ## Optional - You may add tags to new secrets created by Airbyte.
-        - key: ## e.g. team
-          value: ## e.g. deployments
-        - key: business-unit
-          value: engineering
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
@@ -212,20 +144,9 @@ global:
           value: engineering
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 <TabItem label="HashiCorp Vault" value="Vault">
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
@@ -238,9 +159,6 @@ global:
       authTokenSecretKey: ""
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 
 </Tabs>
diff --git a/docs/platform/deploying-airbyte/integrations/storage.md b/docs/platform/deploying-airbyte/integrations/storage.md
index df3b2f4578f7..cd854e90dbe3 100644
--- a/docs/platform/deploying-airbyte/integrations/storage.md
+++ b/docs/platform/deploying-airbyte/integrations/storage.md
@@ -54,6 +54,7 @@ stringData:
     "client_x509_cert_url": "https://www.googleapis.com/robot/v1/metadata/x509/cloud-proj.iam.gserviceaccount.com"
   }
 ```
+
 </TabItem>
 
 <TabItem value="Azure Blob" label="Azure" default>
@@ -73,7 +74,6 @@ stringData:
 
 </TabItem>
 
-
 </Tabs>
 
 ## Values
@@ -83,26 +83,6 @@ stringData:
 
 Ensure you've already created a Kubernetes secret containing both your S3 access key ID, and secret access key. By default, secrets are expected in the `airbyte-config-secrets` Kubernetes secret, under the `s3-access-key-id` and `s3-secret-access-key` keys. Steps to configure these are in the above [prerequisites](#secrets).
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    type: "S3"
-    secretName: airbyte-config-secrets # Name of your Kubernetes secret.
-    bucket: # S3 bucket names that you've created. We recommend storing the following all in one bucket.
-      log: airbyte-bucket
-      state: airbyte-bucket
-      workloadOutput: airbyte-bucket
-    s3:
-      region: "" # e.g. us-east-1
-      authenticationType: credentials # Use "credentials" or "instanceProfile"
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   storage:
@@ -119,9 +99,6 @@ global:
       secretAccessKey: "" # If using credentials
 ```
 
-</TabItem>
-</Tabs>
-
 Set `authenticationType` to `instanceProfile` if the compute infrastructure running Airbyte has pre-existing permissions (e.g. IAM role) to read and write from the appropriate buckets.
 
 </TabItem>
@@ -129,26 +106,6 @@ Set `authenticationType` to `instanceProfile` if the compute infrastructure runn
 
 Ensure you've already created a Kubernetes secret containing the credentials blob for the service account to be assumed by the cluster. By default, secrets are expected in the `airbyte-config-secrets` Kubernetes secret, under a `gcp.json` key. Steps to configure these are in the above [prerequisites](#secrets).
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    type: "GCS"
-    secretName: airbyte-config-secrets
-    bucket: # GCS bucket names that you've created. We recommend storing the following all in one bucket.
-      log: airbyte-bucket
-      state: airbyte-bucket
-      workloadOutput: airbyte-bucket
-    gcs:
-      projectId: <project-id>
-      credentialsPath: /secrets/gcs-log-creds/gcp.json
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   storage:
@@ -163,34 +120,12 @@ global:
       credentialsJsonPath: /secrets/gcs-log-creds/gcp.json
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 
 <TabItem value="Azure Blob" label="Azure" default>
 
 Ensure you've already created a Kubernetes Secret containing the connection string to be used by the cluster. Steps to configure the secret are in the above [prerequisites](#secrets). In the Helm chart, set the secret name and the key of the connection string. Set the three destination containers within the storage account under the `bucket` map.
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    type: "Azure"
-    secretName: airbyte-config-secrets # Name of your Kubernetes secret.
-    bucket: # Name Containers that you've created. We recommend storing the following all in one Container.
-      log: airbyte-container
-      state: airbyte-container
-      workloadOutput: airbyte-container
-    azure:
-      connectionStringSecretKey: azure-blob-store-connection-string # key of your Kubernetes secret
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   storage:
@@ -204,9 +139,6 @@ global:
       connectionStringSecretKey: azure-blob-store-connection-string # key of your Kubernetes secret
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 
 </Tabs>
diff --git a/docs/platform/deploying-airbyte/values.md b/docs/platform/deploying-airbyte/values.md
index 8ec310de7592..bbc706669866 100644
--- a/docs/platform/deploying-airbyte/values.md
+++ b/docs/platform/deploying-airbyte/values.md
@@ -1,2308 +1,7 @@
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Values.yaml reference
 
-This is the complete reference for Airbyte's values.yaml file. Use the one that corresponds to the version of the Helm chart you're implementing. 
-<!-- More information: [For Community](chart-v2-community), [For Enterprise](../enterprise-setup/chart-v2-enterprise). -->
-
-<Tabs>
-  <TabItem value="helm-1" label="Helm chart V1" default>
-
-```yaml
-# Global params that are overwritten with umbrella chart
-global:
-  # -- Service Account name override
-  serviceAccountName: &service-account-name "airbyte-admin"
-  # -- Edition; "community" or "enterprise"
-  edition: "community"
-
-  enterprise:
-    # -- Secret name where an Airbyte license key is stored
-    secretName: "airbyte-config-secrets"
-    # -- The key within `licenseKeySecretName` where the Airbyte license key is stored
-    licenseKeySecretKey: "license-key"
-
-  # -- The URL where Airbyte will be reached; This should match your Ingress host
-  airbyteUrl: ""
-
-  # Docker image config that will apply to all images.
-  image:
-    # Docker registry to pull platform images from, e.g. http://my-registry:8000/
-    registry: ""
-    # Image tag to use for airbyte images. 
-    # Does not include non-airbyte images such as temporal, minio, etc.
-    tag: ""
-
-  # Docker image pull secret
-  imagePullSecrets: []
-
-  # -- Auth configuration
-  auth:
-    # -- Whether auth is enabled
-    enabled: false
-    # -- Admin user configuration
-    instanceAdmin:
-      # -- Secret name where the instanceAdmin configuration is stored
-      secretName: "airbyte-config-secrets"
-      # -- The first name of the initial user
-      firstName: ""
-      # -- The last name of the initial user
-      lastName:  ""
-      # -- The key within `emailSecretName` where the initial user's email is stored
-      emailSecretKey: "instance-admin-email"
-      # -- The key within `passwordSecretName` where the initial user's password is stored
-      passwordSecretKey: "instance-admin-password"
-    
-    # -- SSO Identify Provider configuration; (requires Enterprise)
-    #identityProvider:
-    #  # -- Secret name where the OIDC configuration is stored
-    #  secretName: "airbyte-config-secrets"
-    #  # -- The identity provider type (e.g. oidc)
-    #  type: ""
-    #  # -- OIDC configuration (required if `auth.identityProvider.type` is "oidc")
-    #  oidc:
-    #    # -- OIDC application domain
-    #    domain: ""
-    #    # -- OIDC application name
-    #    appName: ""
-    #    # -- OIDC application display name (sets the name to present to the user on the login form, defaults to appName if not set)  
-    #    displayName: ""
-    #    # -- The key within `clientIdSecretName` where the OIDC client id is stored
-    #    clientIdSecretKey: "client-id"
-    #    # -- The key within `clientSecretSecretName` where the OIDC client secret is stored
-    #    clientSecretSecretKey: "client-secret"
-
-  # -- Environment variables
-  env_vars: {}
-
-  # -- Database configuration
-  database:
-    type: "internal" # "external"
-
-    # -- Secret name where database credentials are stored
-    secretName: "" # e.g. "airbyte-config-secrets"
-
-    # -- The database host
-    host: ""
-
-    # -- The database port
-    port: ""
-
-    # -- The database name
-    database: ""
-
-    # -- The database user
-    user: ""
-    # -- The key within `secretName` where the user is stored
-    #userSecretKey: "" # e.g. "database-user"
-
-    # -- The database password
-    password: ""
-    # -- The key within `secretName` where the password is stored
-    #passwordSecretKey: "" # e.g."database-password"
-
-
-
-  storage:
-    # -- The storage backend type. Supports s3, gcs, azure, minio (default)
-    type: minio # default storage used
-    # -- Secret name where storage provider credentials are stored
-    #storageSecretName: "airbyte-config-secrets"
-
-    # S3
-    #bucket: ## S3 bucket names that you've created. We recommend storing the following all in one bucket.
-    #  log: airbyte-bucket
-    #  state: airbyte-bucket
-    #  workloadOutput: airbyte-bucket
-    #s3:
-    #  region: "" ## e.g. us-east-1
-    #  authenticationType: credentials ## Use "credentials" or "instanceProfile"
-
-    # GCS
-    #bucket: ## GCS bucket names that you've created. We recommend storing the following all in one bucket.
-    #  log: airbyte-bucket
-    #  state: airbyte-bucket
-    #  workloadOutput: airbyte-bucket
-    #gcs:
-    #  projectId: <project-id>
-    #  credentialsJson: /secrets/gcs-log-creds/gcp.json
-
-    # Azure
-    #bucket: ## Azure Blob Storage container names that you've created. We recommend storing the following all in one bucket.
-    #  log: airbyte-bucket
-    #  state: airbyte-bucket
-    #  workloadOutput: airbyte-bucket
-    #azure:
-    #  # one of the following: connectionString, connectionStringSecretKey
-    #  connectionString: <azure storage connection string>
-    #  connectionStringSecretKey: <secret coordinate containing an existing connection-string secret>
-
-  metrics:
-    enabled: "false"
-    step: ""
-    otlp:
-      enabled: "false"
-      # -- The open-telemetry-collector endpoint that metrics will be sent to
-      collectorEndpoint: ""
-    statsd:
-      enabled: "false"
-      flavor: ""
-      host: ""
-      port: ""
-
-  # Jobs resource requests and limits, see http://kubernetes.io/docs/user-guide/compute-resources/
-  # We usually recommend not to specify default resources and to leave this as a conscious
-  # choice for the user. This also increases chances charts run on environments with little
-  # resources, such as Minikube.
-  jobs:
-    resources:
-      ## Example:
-      ## requests:
-      ##    memory: 256Mi
-      ##    cpu: 250m
-      # -- Job resource requests
-      requests: {}
-      ## Example:
-      ## limits:
-      ##    cpu: 200m
-      ##    memory: 1Gi
-      # -- Job resource limits
-      limits: {}
-
-    local:
-      volume:
-        enabled: false
-
-    kube:
-      ## JOB_KUBE_ANNOTATIONS
-      # pod annotations of the sync job and the default pod annotations fallback for others jobs
-      # -- key/value annotations applied to kube jobs
-      annotations: {}
-
-      ## JOB_KUBE_LABELS
-      ## pod labels of the sync job and the default pod labels fallback for others jobs
-      # -- key/value labels applied to kube jobs
-      labels: {}
-
-      ## JOB_KUBE_NODE_SELECTORS
-      ## pod node selector of the sync job and the default pod node selector fallback for others jobs
-      # -- Node labels for pod assignment
-      nodeSelector: {}
-
-      ## JOB_KUBE_TOLERATIONS
-      # -- Node tolerations for pod assignment
-      #  Any boolean values should be quoted to ensure the value is passed through as a string.
-      tolerations: []
-
-      ## JOB_KUBE_MAIN_CONTAINER_IMAGE_PULL_SECRET
-      # -- image pull secret to use for job pod
-      main_container_image_pull_secret: ""
-
-## @section Common Parameters
-
-# -- String to partially override airbyte.fullname template with a string (will prepend the release name)
-nameOverride: ""
-# -- String to fully override airbyte.fullname template with a string
-fullnameOverride: ""
-
-# Pods Service Account, see https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/
-serviceAccount:
-  # -- Specifies whether a ServiceAccount should be created
-  create: true
-  # -- Annotations for service account. Evaluated as a template. Only used if `create` is `true`.
-  annotations: {}
-  # -- Name of the service account to use. If not set and create is true, a name is generated using the fullname template.
-  name: *service-account-name
-
-# -- Sets the AIRBYTE_VERSION environment variable. Defaults to Chart.AppVersion.
-## If changing the image tags below, you should probably also update this.
-version: ""
-
-## @section Ingress Parameters
-
-# -- Top-level ingress configuration for the entire Airbyte deployment.
-# This allows you to create a single ingress resource that routes to multiple services
-# based on paths, independent of individual component ingress settings.
-ingress:
-  # -- Set to true to enable top-level ingress record generation
-  enabled: false
-  # -- Specifies ingressClassName for clusters >= 1.18+
-  className: ""
-
-  annotations: {}
-    # nginx.ingress.kubernetes.io/ssl-redirect: "false"
-  # -- Custom ingress TLS configuration
-  tls: []
-    # - hosts:
-    #   - airbyte.example.com
-    #   secretName: airbyte-tls
-  # -- Ingress rules configuration
-  rules:
-    # -- Hostname for the ingress rule
-    - host: ""
-      # -- List of paths for this host
-      paths:
-        # note: the /auth path should only be set if you are using keycloak for auth
-        # - path: /auth
-        #   pathType: Prefix
-        #   service:
-        #     name: "{{ .Release.Name }}-airbyte-keycloak-svc"
-        #     port: 8180
-        # - path: /api/v1/connector_builder/
-        #   pathType: Prefix
-        #   service:
-        #     name: "{{ .Release.Name }}-connector-builder-server-svc"
-        #     port: 80
-        # - path: /
-        #   pathType: Prefix
-        #   service:
-        #     name: "{{ .Release.Name }}-airbyte-server-svc"
-        #     port: 8001
-
-
-## @section Webapp Parameters
-
-webapp:
-  enabled: true
-  # -- Number of webapp replicas
-  replicaCount: 1
-
-  ##  webapp.image.repository
-  ##  webapp.image.pullPolicy
-  ##  webapp.image.tag The airbyte webapp image tag. Defaults to the chart's AppVersion
-  image:
-    # -- The repository to use for the airbyte webapp image
-    repository: airbyte/webapp
-    # -- The pull policy to use for the airbyte webapp image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the webapp pods
-  podAnnotations: {}
-
-  # -- webapp.podLabels [object] Add extra labels to the webapp pods
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    runAsUser: 1000
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  ## Configure extra options for the webapp containers' liveness and readiness probes,
-  ## see https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-probes/#configure-probes
-  livenessProbe:
-    # -- Enable livenessProbe on the webapp
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the webapp
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  service:
-    # -- The service type to use for the webapp service
-    type: ClusterIP
-    # -- The service port to expose the webapp on
-    port: 80
-    # -- Annotations for the webapp service resource
-    annotations: {}
-
-  ## Web app resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the Web container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the Web container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for webapp pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for webapp pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  ## Configure the ingress resource that allows you to access the Airbyte installation.
-  ## ref: http://kubernetes.io/docs/user-guide/ingress/
-  ingress:
-    # -- Set to true to enable ingress record generation
-    enabled: false
-    # -- Specifies ingressClassName for clusters >= 1.18+
-    className: ""
-    # -- Ingress annotations done as key:value pairs
-    annotations: {}
-    # kubernetes.io/ingress.class: nginx
-    # kubernetes.io/tls-acme: "true"
-    # -- The list of hostnames to be covered with this ingress record.
-    hosts: []
-    # - host: chart-example.local
-    #   paths:
-    #   - path: /
-    #     pathType: ImplementationSpecific
-    # -- Custom ingress TLS configuration
-    tls: []
-    # - secretName: chart-example-tls
-    #   hosts:
-    #   - chart-example.local
-
-  api:
-    # -- The webapp API url
-    url: /api/v1/
-
-  fullstory:
-    # -- Whether to enable fullstory
-    enabled: false
-
-  ## Examples (when using `webapp.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: var-run
-  ##     mountPath: /var/run/
-  ##   - name: var-cache-nginx
-  ##     mountPath: /var/cache/nginx
-  ##   - mountPath: /etc/nginx/conf.d
-  ##     name: nginx-conf-d
-  ##
-  # -- Additional volumeMounts for webapp containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `webapp.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: var-run
-  ##     emptyDir: {}
-  ##   - name: var-cache-nginx
-  ##     emptyDir: {}
-  ##   - name: nginx-conf-d
-  ##     emptyDir: {}
-  # -- Additional volumes for webapp pods
-  extraVolumes: []
-
-  ## Example:
-  # extraContainers:
-  #   - name: otel_collector
-  #     image: somerepo/someimage:sometag
-  #     args: [
-  #         "--important-args"
-  #     ]
-  #     ports:
-  #       - containerPort: 443
-  #     volumeMounts:
-  #       - name: volumeMountCool
-  #         mountPath: /some/path
-  #         readOnly: true
-  # -- Additional container for server pods
-  extraContainers: []
-
-  ## Example:
-  # extraInitContainers:
-  #   - name: sleepy
-  #     image: alpine
-  #     command: ['sleep', '60']
-  # -- Additional init containers for server pods
-  extraInitContainers: []
-
-  ## Example: (With default env vars and values taken from generated config map)
-  # extraEnv:
-  #   - name: POSTGRES_USER
-  #     valueFrom:
-  #       secretKeyRef:
-  #         name: airbyte-secrets
-  #         key: DATABASE_USER
-  #   - name: POSTGRES_PWD
-  #     valueFrom:
-  #       secretKeyRef:
-  #         name: airbyte-secrets
-  #         key: DATABASE_PASSWORD
-  #   - name: DYNAMIC_CONFIG_FILE_PATH
-  #     value: "config/dynamicconfig/development.yaml"
-  #   - name: DB
-  #     value: "postgresql"
-  #   - name: DB_PORT
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: DATABASE_PORT
-  #   - name: POSTGRES_SEEDS
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: DATABASE_HOST
-  # -- Supply extra env variables to main container using full notation
-  extraEnv: []
-  ## Example:
-  ## secrets:
-  ##   DATABASE_PASSWORD: strong-password
-  ##   DATABASE_USER: my-db-user
-  # -- Supply additional secrets to container
-  secrets: {}
-
-  ## Example:
-  ## env_vars:
-  ##   DATABASE_HOST: airbyte-db
-  ##   DATABASE_PORT: 5432
-  # -- Supply extra env variables to main container using simplified notation
-  env_vars: {}
-
-## @section Server parameters
-
-server:
-  enabled: true
-  # -- Number of server replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte server image.
-    repository: airbyte/server
-    # -- the pull policy to use for the airbyte server image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the server pods
-  podAnnotations: {}
-
-  # -- Add extra labels to the server pods
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  ## Configure extra options for the server containers' liveness and readiness probes
-  ## ref: https://kubernetes.io/docs/tasks/configure-pod-container/configure-liveness-readiness-probes/#configure-probes
-  livenessProbe:
-    # -- Enable livenessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## server resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the server container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the server container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for server pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for server pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  log:
-    # -- The log level to log at
-    level: "INFO"
-
-  ## Examples (when using `server.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for server containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `server.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for server pods
-  extraVolumes: []
-
-  ## Example:
-  # extraContainers:
-  #   - name: otel_collector
-  #     image: somerepo/someimage:sometag
-  #     args: [
-  #         "--important-args"
-  #     ]
-  #     ports:
-  #       - containerPort: 443
-  #     volumeMounts:
-  #       - name: volumeMountCool
-  #         mountPath: /some/path
-  #         readOnly: true
-  # -- Additional container for server pods
-  extraContainers: []
-
-  ## Example:
-  # extraInitContainers:
-  #   - name: sleepy
-  #     image: alpine
-  #     command: ['sleep', '60']
-  # -- Additional init containers for server pods
-  extraInitContainers: []
-
-  ## Example: (With default env vars and values taken from generated config map)
-  # extraEnv:
-  #   - name: AIRBYTE_VERSION
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: AIRBYTE_VERSION
-  #   - name: API_URL
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: API_URL
-  #   - name: TRACKING_STRATEGY
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: TRACKING_STRATEGY
-  #   - name: FULLSTORY
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: FULLSTORY
-  #   - name: INTERNAL_API_HOST
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: INTERNAL_API_HOST
-  ##
-  # -- Supply extra env variables to main container using full notation
-  extraEnv: []
-  ## Example:
-  ## secrets:
-  ##   DATABASE_PASSWORD: strong-password
-  ##   DATABASE_USER: my-db-user
-  # -- Supply additional secrets to container
-  secrets: {}
-  ## Example:
-  ## env_vars:
-  ##   DATABASE_HOST: airbyte-db
-  ##   DATABASE_PORT: 5432
-  # -- Supply extra env variables to main container using simplified notation
-  env_vars: {}
-
-## @section Worker Parameters
-
-worker:
-  enabled: true
-  # -- Number of worker replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte worker image.
-    repository: airbyte/worker
-    # -- the pull policy to use for the airbyte worker image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the worker pods
-  podAnnotations: {}
-
-  # -- Add extra labels to the worker pods
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the worker
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the worker
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## worker resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    #! -- The resources limits for the worker container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the worker container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for worker pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for worker pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  log:
-    #! -- The log level to log at.
-    level: "INFO"
-
-  ## Example:
-  ##
-  ## extraEnv:
-  ## - name: JOB_KUBE_TOLERATIONS
-  ##   value: "key=airbyte-server,operator=Equals,value=true,effect=NoSchedule"
-  # -- Additional env vars for worker pods
-  extraEnv: []
-
-  ## Examples (when using `worker.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for worker containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `worker.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for worker pods
-  extraVolumes: []
-  # -- Additional container for worker pods
-  extraContainers: []
-
-  hpa:
-    enabled: false
-
-  debug:
-    enabled: false
-
-  ## current no exist documentations
-  activityMaxAttempt: ""
-  activityInitialDelayBetweenAttemptsSeconds: ""
-  activityMaxDelayBetweenAttemptsSeconds: ""
-  maxNotifyWorkers: 5
-
-## @section Workload Launcher Parameters
-
-workload-launcher:
-  enabled: true
-  # -- Number of workload launcher replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte workload launcher image.
-    repository: airbyte/workload-launcher
-    # -- The pull policy to use for the airbyte workload launcher image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the workload launcher pods
-  podAnnotations: {}
-
-  # -- Add extra labels to the workload launcher pods
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the workload launcher
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the workload launcher
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## workload launcher resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the workload launcher container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the workload launcher container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for workload launcher pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # Affinity and anti-affinity for workload launcher pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  log:
-    # -- The log level to log at
-    level: "INFO"
-
-  ## Example:
-  ##
-  ## extraEnv:
-  ## - name: JOB_KUBE_TOLERATIONS
-  ##   value: "key=airbyte-server,operator=Equals,value=true,effect=NoSchedule"
-  # -- Additional env vars for workload launcher pods
-  extraEnv: []
-
-  ## Examples (when using `workload launcher.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for workload launcher containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `workload-launcher.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for workload launcher pods
-  extraVolumes: []
-
-  extraContainers: []
-
-  hpa:
-    enabled: false
-
-  debug:
-    enabled: false
-
-  containerOrchestrator:
-    # -- Enable or disable Orchestrator
-    enabled: true
-    # -- Orchestrator image
-    # This is a template string that will be passed to the "tpl" helper.
-    image: "airbyte/container-orchestrator:{{ default .Chart.AppVersion .Values.global.image.tag }}"
-
-  connectorSidecar:
-    # -- Connector Sidecar image
-    # This is a template string that will be passed to the "tpl" helper.
-    image: "airbyte/connector-sidecar:{{ default .Chart.AppVersion .Values.global.image.tag }}"
-
-  workloadInit:
-    # -- Workload init image
-    # This is a template string that will be passed to the "tpl" helper.
-    image: "airbyte/workload-init-container:{{ default .Chart.AppVersion .Values.global.image.tag }}"
-
-  connectorProfiler:
-    # -- Workload init image
-    # This is a template string that will be passed to the "tpl" helper.
-    image: "airbyte/async-profiler:{{ default .Chart.AppVersion .Values.global.image.tag }}"
-
-  ## current no exist documentations
-  activityMaxAttempt: ""
-  activityInitialDelayBetweenAttemptsSeconds: ""
-  activityMaxDelayBetweenAttemptsSeconds: ""
-
-  maxNotifyWorkers: 5
-
-## @section Rollout Worker Parameters
-
-connector-rollout-worker:
-  enabled: false
-  # -- Number of connector rollout worker replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte connector rollout worker image.
-    repository: airbyte/connector-rollout-worker
-    # -- The pull policy to use for the airbyte connector rollout worker image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the connector rollout worker pods
-  podAnnotations: {}
-
-  # -- Add extra labels to the connector rollout worker pods
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the connector rollout worker
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the connector rollout worker
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## connector rollout worker resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the connector rollout worker container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the connector rollout worker container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for connector rollout worker pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # Affinity and anti-affinity for connector rollout worker pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  log:
-    # -- The log level to log at
-    level: "INFO"
-
-  ## Example:
-  ##
-  ## extraEnv:
-  ## - name: JOB_KUBE_TOLERATIONS
-  ##   value: "key=airbyte-server,operator=Equals,value=true,effect=NoSchedule"
-  # -- Additional env vars for connector rollout worker pods
-  extraEnv: []
-
-  ## Examples (when using `connector rollout worker.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for connector rollout worker containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `connector-rollout-worker.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for connector rollout worker pods
-  extraVolumes: []
-
-  extraContainers: []
-
-  hpa:
-    enabled: false
-
-  debug:
-    enabled: false
-
-  containerOrchestrator:
-    # -- Enable or disable Orchestrator
-    enabled: true
-    # -- Orchestrator image
-    image: ""
-
-  ## current no exist documentations
-  activityMaxAttempt: ""
-  activityInitialDelayBetweenAttemptsSeconds: ""
-  activityMaxDelayBetweenAttemptsSeconds: ""
-
-  maxNotifyWorkers: 5
-
-## @section Metrics parameters
-metrics:
-  enabled: false
-
-  # -- Number of metrics-reporter replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte metrics-reporter image.
-    repository: airbyte/metrics-reporter
-    # -- The pull policy to use for the airbyte metrics-reporter image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the metrics-reporter pod
-  podAnnotations: {}
-
-  # -- Add extra labels to the metrics-reporter pod
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  ## metrics-reporter app resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the metrics-reporter container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the metrics-reporter container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for metrics-reporter pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for metrics-reporter pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  ## Example:
-  ##
-  ## extraEnv:
-  ## - name: SAMPLE_ENV_VAR
-  ##   value: "key=sample-value"
-  # -- Additional env vars for metrics-reporter pods
-  extraEnv: []
-
-  ## Examples (when using `metrics.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for metrics-reporter containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `metrics.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for metrics-reporter pods
-  extraVolumes: []
-
-  extraContainers: []
-
-  secrets: {}
-
-  env_vars: {}
-
-## @section Bootloader Parameters
-
-airbyte-bootloader:
-  enabled: true
-  image:
-    # -- The repository to use for the airbyte bootloader image.
-    repository: airbyte/bootloader
-    # -- The pull policy to use for the airbyte bootloader image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the bootloader pod
-  podAnnotations: {}
-
-  # -- Add extra labels to the bootloader pod
-  podLabels: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for worker pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  ## Bootloader resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the airbyte bootloader image
-    requests: {}
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the airbyte bootloader image
-    limits: {}
-
-  # -- Affinity and anti-affinity for bootloader pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  ## Example: (With default env vars and values taken from generated config map)
-  ## extraEnv:
-  ##   - name: AIRBYTE_VERSION
-  ##     valueFrom:
-  ##       configMapKeyRef:
-  ##         name: airbyte-env
-  ##         key: AIRBYTE_VERSION
-  ##   - name: DATABASE_HOST
-  ##     valueFrom:
-  ##       configMapKeyRef:
-  ##         name: airbyte-env
-  ##         key: DATABASE_HOST
-  ##   - name: DATABASE_PORT
-  ##     valueFrom:
-  ##       configMapKeyRef:
-  ##         name: airbyte-env
-  ##         key: DATABASE_PORT
-  ##   - name: DATABASE_PASSWORD
-  ##     valueFrom:
-  ##       secretKeyRef:
-  ##         name: airbyte-secrets
-  ##         key: DATABASE_PASSWORD
-  ##   - name: DATABASE_URL
-  ##     valueFrom:
-  ##       configMapKeyRef:
-  ##         name: airbyte-env
-  ##         key: DATABASE_URL
-  ##   - name: DATABASE_USER
-  ##     valueFrom:
-  ##       secretKeyRef:
-  ##         name: airbyte-secrets
-  ##         key: DATABASE_USER
-  # -- Supply extra env variables to main container using full notation
-  extraEnv: []
-  ## Example:
-  ## secrets:
-  ##   DATABASE_PASSWORD: strong-password
-  ##   DATABASE_USER: my-db-user
-  # -- Supply additional secrets to container
-  secrets: {}
-
-  ## Example:
-  ## env_vars:
-  ##   DATABASE_HOST: airbyte-db
-  ##   DATABASE_PORT: 5432
-  # -- Supply extra env variables to main container using simplified notation
-  env_vars: {}
-  ## Example:
-  # extraContainers:
-  #   - name: otel_collector
-  #     image: somerepo/someimage:sometag
-  #     args: [
-  #         "--important-args"
-  #     ]
-  #     ports:
-  #       - containerPort: 443
-  #     volumeMounts:
-  #       - name: volumeMountCool
-  #         mountPath: /some/path
-  #         readOnly: true
-  # -- Additional container for server pod(s)
-  extraContainers: []
-
-  ## Example:
-  # extraInitContainers:
-  #   - name: sleepy
-  #     image: alpine
-  #     command: ['sleep', '60']
-  # -- Additional init containers for server pods
-  extraInitContainers: []
-
-  ## Examples (when using `containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for server containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for server pods
-  extraVolumes: []
-
-## @section Temporal parameters
-## TODO: Move to consuming temporal from a dedicated helm chart
-
-temporal:
-  enabled: true
-  # -- The number of temporal replicas to deploy
-  replicaCount: 1
-
-  image:
-    # -- The temporal image repository to use
-    repository: temporalio/auto-setup
-    # -- The pull policy for the temporal image
-    pullPolicy: IfNotPresent
-    # -- The temporal image tag to use
-    tag: "1.27.2"
-
-  service:
-    # -- The Kubernetes Service Type
-    type: ClusterIP
-    # -- The temporal port and exposed kubernetes port
-    port: 7233
-
-  # -- Add extra annotations to the temporal pod
-  podAnnotations: {}
-
-  # -- Add extra labels to the temporal pod
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(temporal)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(temporal)
-    runAsUser: 1000
-    # gid=1000(temporal)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  ## Examples (when using `temporal.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraInitContainers:
-  ##   - name: config-loader
-  ##     image: temporalio/auto-setup:1.27.2
-  ##     command:
-  ##       - /bin/sh
-  ##       - -c
-  ##       - >-
-  ##         find /etc/temporal/config/ -maxdepth 1 -mindepth 1 -exec cp -ar {} /config/ \;
-  ##     volumeMounts:
-  ##       - name: config
-  ##         mountPath: /config
-  # -- Additional InitContainers to initialize the pod
-  extraInitContainers: []
-
-  livenessProbe:
-    # -- Enable livenessProbe on the temporal
-    enabled: false
-
-  readinessProbe:
-    # -- Enable readinessProbe on the temporal
-    enabled: false
-
-  # -- Node labels for temporal pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for temporal pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for temporal pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  ## Example:
-  ##
-  ## extraEnv:
-  ## - name: SAMPLE_ENV_VAR
-  ##   value: "key=sample-value"
-  # -- Additional env vars for temporal pod(s).
-  extraEnv: []
-
-  ## Examples (when using `temporal.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  ##   - name: config
-  ##     mountPath: /etc/temporal/config
-  # -- Additional volumeMounts for temporal containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `temporal.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  ##  - name: config
-  ##    emptyDir: {}
-  # -- Additional volumes for temporal pods
-  extraVolumes: []
-
-  ## Temporal resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for temporal pods
-    requests: {}
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for temporal pods
-    limits: {}
-
-  extraContainers: []
-
-## @section Temporal parameters
-## TODO: Move to consuming temporal from a dedicated helm chart
-
-temporal-ui:
-  enabled: false
-  # -- The number of temporal-ui replicas to deploy
-  replicaCount: 1
-
-  image:
-    # -- The temporal-ui image repository to use
-    repository: temporalio/ui
-    # -- The pull policy for the temporal-ui image
-    pullPolicy: IfNotPresent
-    tag: "2.30.1"
-
-  service:
-    # -- The Kubernetes Service Type
-    type: ClusterIP
-    # -- The temporal-ui port and exposed kubernetes port
-    port: 8088
-
-  # -- Add extra annotations to the temporal-ui pod
-  podAnnotations: {}
-
-  # -- Add extra labels to the temporal-ui pod
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(temporal-ui)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false
-    runAsNonRoot: false
-    # uid=1000(temporal-ui)
-    runAsUser: 0
-    # gid=1000(temporal-ui)
-    runAsGroup: 0
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  ## Examples (when using `temporal.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraInitContainers:
-  ##   - name: config-loader
-  ##     image: temporalio/ui:2.30.1
-  ##     command:
-  ##       - /bin/sh
-  ##       - -c
-  ##       - >-
-  ##         find /etc/temporal/config/ -maxdepth 1 -mindepth 1 -exec cp -ar {} /config/ \;
-  ##     volumeMounts:
-  ##       - name: config
-  ##         mountPath: /config
-  # -- Additional InitContainers to initialize the pod
-  extraInitContainers: []
-
-  livenessProbe:
-    # -- Enable livenessProbe on the temporal-ui
-    enabled: false
-
-  readinessProbe:
-    # -- Enable readinessProbe on the temporal-ui
-    enabled: false
-
-  # -- Node labels for temporal-ui pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for temporal-ui pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for temporal-ui pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  ## Example:
-  ##
-  ## extraEnv:
-  ## - name: SAMPLE_ENV_VAR
-  ##   value: "key=sample-value"
-  # -- Additional env vars for temporal-ui pod(s).
-  extraEnv: []
-
-  ## Examples (when using `temporal.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  ##   - name: config
-  ##     mountPath: /etc/temporal/config
-  # -- Additional volumeMounts for temporal containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `temporal.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  ##  - name: config
-  ##    emptyDir: {}
-  # -- Additional volumes for temporal-ui pods
-  extraVolumes: []
-
-  ## Temporal UI resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for temporal-ui pods
-    requests: {}
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for temporal-ui pods
-    limits: {}
-
-  extraContainers: []
-
-## @section Airbyte Database parameters
-
-# PostgreSQL chart configuration, see https://github.com/bitnami/charts/blob/master/bitnami/postgresql/values.yaml
-postgresql:
-  # -- Switch to enable or disable the PostgreSQL helm chart
-  enabled: true
-
-  ## image.repository Repository for airbyte-db statefulset
-  image:
-    repository: airbyte/db
-  # -- Airbyte Postgresql username
-  postgresqlUsername: airbyte
-  # -- Airbyte Postgresql password
-  postgresqlPassword: airbyte
-  # -- Airbyte Postgresql database
-  postgresqlDatabase: db-airbyte
-  # fullnameOverride: *db-hostname
-  ## This secret is used in case of postgresql.enabled=true and we would like to specify password for newly created postgresql instance
-  # -- Name of an existing secret containing the PostgreSQL password ('postgresql-password' key)
-  existingSecret: ""
-  podSecurityContext:
-    # gid=70(postgres)
-    fsGroup: 70
-  containerSecurityContext:
-    # -- Ensures the container will run with a non-root user
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=70(postgres)
-    runAsUser: 70
-    # gid=70(postgres)
-    runAsGroup: 70
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  commonAnnotations:
-    # -- It will determine when the hook should be rendered
-    helm.sh/hook: pre-install
-    # -- The order in which the hooks are executed. If weight is lower, it has higher priority
-    helm.sh/hook-weight: "-1"
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for postgresql pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for postgresql pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-minio:
-  image:
-    # -- Minio image used by Minio helm chart
-    repository: minio/minio
-    # -- Minio tag image
-    tag: RELEASE.2023-11-20T22-40-07Z
-
-  storage:
-    volumeClaimValue: 500Mi
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  ##
-  nodeSelector: {}
-
-  # -- Tolerations for minio pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  ##
-  tolerations: []
-
-  # -- Affinity and anti-affinity for minio pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  resources:
-     requests:
-       memory: 1Gi
-       cpu: 250m
-     limits:
-       cpu: 300m
-       memory: 2Gi
-## @section cron parameters
-cron:
-  enabled: true
-  # -- Number of cron replicas
-  replicaCount: 1
-  image:
-    # -- The repository to use for the airbyte cron image.
-    repository: airbyte/cron
-    # -- The pull policy to use for the airbyte cron image
-    pullPolicy: IfNotPresent
-
-  # -- Add extra annotations to the cron pods
-  podAnnotations: {}
-
-  # -- Add extra labels to the cron pods
-  podLabels: {}
-
-  # -- Security context for the container
-  podSecurityContext:
-    # uid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the cron
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the cron
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 1
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## cron resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the cron container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the cron container
-    requests: {}
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for cron pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for cron pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  log:
-    # -- The log level to log at.
-    level: "INFO"
-
-  ## Examples (when using `cron.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumeMounts:
-  ##   - name: tmpdir
-  ##     mountPath: /tmp
-  # -- Additional volumeMounts for cron containers
-  extraVolumeMounts: []
-
-  ## Examples (when using `cron.containerSecurityContext.readOnlyRootFilesystem=true`):
-  ## extraVolumes:
-  ##   - name: tmpdir
-  ##     emptyDir: {}
-  # -- Additional volumes for cron pods
-  extraVolumes: []
-
-  ## Example:
-  # extraContainers:
-  #   - name: otel_collector
-  #     image: somerepo/someimage:sometag
-  #     args: [
-  #         "--important-args"
-  #     ]
-  #     ports:
-  #       - containerPort: 443
-  #     volumeMounts:
-  #       - name: volumeMountCool
-  #         mountPath: /some/path
-  #         readOnly: true
-  # -- Additional container for cron pods
-  extraContainers: []
-
-  ## Example:
-  # extraInitContainers:
-  #   - name: sleepy
-  #     image: alpine
-  #     command: ['sleep', '60']
-  # -- Additional init containers for cron pods
-  extraInitContainers: []
-
-  ## Example: (With default env vars and values taken from generated config map)
-  # extraEnv:
-  #   - name: AIRBYTE_VERSION
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: AIRBYTE_VERSION
-  #   - name: API_URL
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: API_URL
-  #   - name: TRACKING_STRATEGY
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: TRACKING_STRATEGY
-  #   - name: FULLSTORY
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: FULLSTORY
-  #   - name: INTERNAL_API_HOST
-  #     valueFrom:
-  #       configMapKeyRef:
-  #         name: airbyte-env
-  #         key: INTERNAL_API_HOST
-  # -- Supply extra env variables to main container using full notation
-  extraEnv: []
-  ## Example:
-  ## secrets:
-  ##   DATABASE_PASSWORD: strong-password
-  ##   DATABASE_USER: my-db-user
-  # -- Supply additional secrets to container
-  secrets: {}
-  ## Example:
-  ## env_vars:
-  ##   DATABASE_HOST: airbyte-db
-  ##   DATABASE_PORT: 5432
-  # -- Supply extra env variables to main container using simplified notation
-  env_vars: {}
-
-connector-builder-server:
-  enabled: true
-  # -- Number of connector-builder-server replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte connector-builder-server image.
-    repository: airbyte/connector-builder-server
-    # -- The pull policy to use for the airbyte connector-builder-server image
-    pullPolicy: IfNotPresent
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## connector-builder-server resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the connector-builder-server container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the connector-builder-server container
-    requests: {}
-
-  log:
-    # -- The log level to log at.
-    level: "INFO"
-
-  env_vars: {}
-  service:
-    port: 80
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for webapp pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for webapp pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-keycloak:
-  enabled: true
-  env_vars: {}
-
-  auth:
-    adminUsername: airbyteAdmin
-    adminPassword: keycloak123
-
-  image:
-    repository: airbyte/keycloak
-    pullPolicy: IfNotPresent
-
-  # -- Security context for the container
-  podSecurityContext:
-    fsGroup: 1000
-
-  initContainers:
-    initDb:
-      image: "postgres:13-alpine"
-
-  initContainerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    runAsUser: 1000
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-    
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    runAsUser: 1000
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for webapp pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for webapp pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-keycloak-setup:
-  enabled: true
-  env_vars: {}
-
-  image:
-    repository: airbyte/keycloak-setup
-    pullPolicy: IfNotPresent
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  initContainerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    runAsUser: 1000
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for webapp pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for webapp pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-workload-api-server:
-  enabled: true
-
-  bearerToken: token
-
-  # -- workload-api-server replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte-workload-api-server image.
-    repository: airbyte/workload-api-server
-    # -- The pull policy to use for the airbyte-workload-api-server image
-    pullPolicy: IfNotPresent
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false 
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## airbyte-workload-api-server resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the airbyte-workload-api-server container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the airbyte-workload-api-server container
-    requests: {}
-
-  log:
-    # -- The log level at which to log
-    level: "INFO"
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for webapp pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for webapp pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  env_vars: {}
-  service:
-    port: 8007
-
-  # Configure the ingress resource that allows you to access the Airbyte Workload API, see http://kubernetes.io/docs/user-guide/ingress/
-  ingress:
-    # -- Set to true to enable ingress record generation
-    enabled: false
-    # -- Specifies ingressClassName for clusters >= 1.18+
-    className: ""
-    # -- Ingress annotations done as key:value pairs
-    annotations: {}
-    # kubernetes.io/ingress.class: nginx
-    # kubernetes.io/tls-acme: "true"
-    # -- The list of hostnames to be covered with this ingress record
-    hosts: []
-    # - host: chart-example.local
-    #   paths:
-    #   - path: /
-    #     pathType: ImplementationSpecific
-    # -- Custom ingress TLS configuration
-    tls: []
-    # - secretName: chart-example-tls
-    #   hosts:
-    #   - chart-example.local
-
-featureflag-server:
-  enabled: false
-
-  # -- workload-api-server replicas
-  replicaCount: 1
-
-  image:
-    # -- The repository to use for the airbyte-workload-api-server image.
-    repository: airbyte/featureflag-server
-    # -- The pull policy to use for the airbyte-workload-api-server image
-    pullPolicy: IfNotPresent
-
-  # -- Security context for the container
-  podSecurityContext:
-    # gid=1000(airbyte)
-    fsGroup: 1000
-
-  containerSecurityContext:
-    allowPrivilegeEscalation: false
-    runAsNonRoot: true
-    # uid=1000(airbyte)
-    runAsUser: 1000
-    # gid=1000(airbyte)
-    runAsGroup: 1000
-    readOnlyRootFilesystem: false
-    capabilities:
-      drop: ["ALL"]
-    seccompProfile:
-      type: RuntimeDefault
-
-  livenessProbe:
-    # -- Enable livenessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for livenessProbe
-    initialDelaySeconds: 30
-    # -- Period seconds for livenessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for livenessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for livenessProbe
-    failureThreshold: 3
-    # -- Success threshold for livenessProbe
-    successThreshold: 1
-
-  readinessProbe:
-    # -- Enable readinessProbe on the server
-    enabled: true
-    # -- Initial delay seconds for readinessProbe
-    initialDelaySeconds: 10
-    # -- Period seconds for readinessProbe
-    periodSeconds: 10
-    # -- Timeout seconds for readinessProbe
-    timeoutSeconds: 10
-    # -- Failure threshold for readinessProbe
-    failureThreshold: 3
-    # -- Success threshold for readinessProbe
-    successThreshold: 1
-
-  ## airbyte-workload-api-server resource requests and limits
-  ## ref: http://kubernetes.io/docs/user-guide/compute-resources/
-  ## We usually recommend not to specify default resources and to leave this as a conscious
-  ## choice for the user. This also increases chances charts run on environments with little
-  ## resources, such as Minikube. If you do want to specify resources, uncomment the following
-  ## lines, adjust them as necessary, and remove the curly braces after 'resources:'.
-  resources:
-    ## Example:
-    ## limits:
-    ##    cpu: 200m
-    ##    memory: 1Gi
-    # -- The resources limits for the airbyte-workload-api-server container
-    limits: {}
-    ## Examples:
-    ## requests:
-    ##    memory: 256Mi
-    ##    cpu: 250m
-    # -- The requested resources for the airbyte-workload-api-server container
-    requests: {}
-
-  log:
-    # -- The log level at which to log
-    level: "INFO"
-
-  # -- Node labels for pod assignment, see https://kubernetes.io/docs/user-guide/node-selection/
-  nodeSelector: {}
-
-  # -- Tolerations for webapp pod assignment, see https://kubernetes.io/docs/concepts/configuration/taint-and-toleration/
-  tolerations: []
-
-  # -- Affinity and anti-affinity for webapp pod assignment, see
-  # https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node/#affinity-and-anti-affinity
-  affinity: {}
-
-  env_vars: {}
-  service:
-    port: 8007
-
-  # Configure the ingress resource that allows you to access the Airbyte Workload API, see http://kubernetes.io/docs/user-guide/ingress/
-  ingress:
-    # -- Set to true to enable ingress record generation
-    enabled: false
-    # -- Specifies ingressClassName for clusters >= 1.18+
-    className: ""
-    # -- Ingress annotations done as key:value pairs
-    annotations: {}
-    # kubernetes.io/ingress.class: nginx
-    # kubernetes.io/tls-acme: "true"
-    # -- The list of hostnames to be covered with this ingress record
-    hosts: []
-    # - host: chart-example.local
-    #   paths:
-    #   - path: /
-    #     pathType: ImplementationSpecific
-    # -- Custom ingress TLS configuration
-    tls: []
-    # - secretName: chart-example-tls
-    #   hosts:
-    #   - chart-example.local
-
-testWebapp:
-  image:
-    repository: airbyte/airbyte-base-java-image
-    tag: 3.3.7
-```
-
-  </TabItem>
-  <TabItem value="helm-2" label="Helm chart V2">
+This is the complete reference for Airbyte's values.yaml file.
 
 ```yaml reference
 https://github.com/airbytehq/airbyte-platform/blob/main/charts/v2/airbyte/values.yaml
 ```
-
-  </TabItem>
-
-</Tabs>
diff --git a/docs/platform/enterprise-setup/audit-logging.md b/docs/platform/enterprise-setup/audit-logging.md
index 974651c06d28..5a7dc46aa216 100644
--- a/docs/platform/enterprise-setup/audit-logging.md
+++ b/docs/platform/enterprise-setup/audit-logging.md
@@ -2,9 +2,6 @@
 products: oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Audit logging
 
 Audit logging gives you visibility into data, environment, user, and permission changes. This data ensures you have records of any unauthorized changes and insider threats, making it easy to continue meeting your compliance obligations while using Airbyte.
@@ -61,19 +58,6 @@ Choose a new blob storage bucket with your chosen cloud provider (for example, A
 
 1. Configure Airbyte to read from and write to that bucket by modifying your values.yaml file.
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
-    ```yaml title="values.yaml"
-    server:
-      env_vars:
-        AUDIT_LOGGING_ENABLED: true
-        STORAGE_BUCKET_AUDIT_LOGGING: your-audit-logging-bucket
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
     ```yaml title="values.yaml"
     server:
       auditLoggingEnabled: true
@@ -83,33 +67,15 @@ Choose a new blob storage bucket with your chosen cloud provider (for example, A
         auditLogging: your-audit-logging-bucket-name-here
     ```
 
-    </TabItem>
-    </Tabs>
-
 2. Redeploy Airbyte.
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
     ```bash
     helm upgrade airbyte airbyte/airbyte \
-      --namespace airbyte \   # Target Kubernetes namespace
-      --values ./values.yaml  # Custom configuration values
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
-    ```bash
-    helm upgrade airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
+      --namespace airbyte \           # Target Kubernetes namespace
       --values ./values.yaml \       # Custom configuration values
       --version 2.x.x                # Helm chart version to use
     ```
 
-    </TabItem>
-    </Tabs>
-
 ### Cloud
 
 Airbyte implements audit logging on all Airbyte Cloud instances. You don't have access to these logs, but the Airbyte team can reference them if you need assistance with a security investigation.
diff --git a/docs/platform/enterprise-setup/chart-v2-enterprise.mdx b/docs/platform/enterprise-setup/chart-v2-enterprise.mdx
index c219f9924023..f9b84a0614ec 100644
--- a/docs/platform/enterprise-setup/chart-v2-enterprise.mdx
+++ b/docs/platform/enterprise-setup/chart-v2-enterprise.mdx
@@ -2,459 +2,6 @@
 products: oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-import EnvironmentVarConversion from '@site/static/_extraenv_to_helm_chart_v2.md';
-import HelmSyntaxConversion from '@site/static/_helm-chart-2-syntax-changes.md';
-
 # Upgrade to Helm chart V2 (Self-Managed Enterprise)
 
-Airbyte has upgraded its Helm chart to a new version called "V2." Upgrading to Helm chart V2 is currently optional. At some future date the V2 Helm chart will become the standard, so we advise that you upgrade your existing deployment to use the new chart before the transition. If you're a new Airbyte customer, you can skip the upgrade altogether and start with the new chart.
-
-:::important Open Source Users
-Follow the [Core guide](../deploying-airbyte/chart-v2-community) instead.
-:::
-
-## Why you should upgrade
-
-Upgrading to the new Helm chart now has the following benefits.
-
-1. By upgrading in advance, you can schedule this upgrade for a convenient time. Avoid blocking yourself from upgrading Airbyte to a future version when the new chart is mandatory and you're busy.
-
-2. The new Helm chart doesn't require [Keycloak](https://www.keycloak.org/). If you don't want to use Keycloak for authentication, or want to use generic OIDC, you must run Helm chart V2.
-
-3. The new Helm chart is more aligned with Helm's best practices for chart design.
-
-4. The new Helm chart has broader and more detailed options to customize your deployment. In most cases, it's no longer necessary to specify environment variables in your `values.yaml` file because the chart offers a more detailed interface for customization. If you do need to use environment variables, you can use fewer of them.
-
-## Which versions can upgrade to Helm chart V2
-
-The following versions of Airbyte can use Helm chart V2:
-
-- Airbyte version 1.6.0 and later, if installed and managed with Helm
-
-- Airbyte version 1.6.0 and later, if installed and managed with abctl version 0.30.0 or later (abctl uses Helm chart V2 by default starting with version 0.30.0)
-
-The following versions of Airbyte can't use Helm chart V2:
-
-- Airbyte versions before 1.6.0
-
-- Airbyte installed and managed with abctl versions before 0.30.0
-
-:::note abctl users
-If you use abctl without custom values files, simply upgrade abctl to version 0.30.0 or later and run `abctl local install` to upgrade your existing installation. If you use custom values files, you may need to update them to use V2 syntax (see the syntax changes section below).
-:::
-
-## Schedule time with Airbyte
-
-:::important "It's dangerous to go alone! Take this."
-Engage your Airbyte Solution Architect for help with this migration. We caution against doing it alone. Airbyte can provide guidance to help you manage uncommon customizations and verify the migration is successful.
-:::
-
-## How to upgrade
-
-In most cases, upgrading is straightforward. To upgrade to Helm chart V2, you complete the following steps.
-
-1. Ensure you have configured Airbyte to use an external database and external bucket storage
-
-2. Prepare to deploy a fresh installation of Airbyte.
-
-3. Create a new `values.yaml` file.
-
-4. Deploy a new version of Airbyte using your new `values.yaml` file and the new Helm chart version.
-
-### Configure an external database and bucket storage
-
-Airbyte's solutions team guides Enterprise customers to configure your own external database and external storage, as explained in the [implementation guide](implementation-guide). Verify that you've set these up, but you almost certainly have.
-
-### Prepare a new namespace for Airbyte
-
-When moving to Helm chart V2, deploy Airbyte with a new namespace and use a fresh values and secrets file. It is possible to do a straight upgrade, but different Airbyte users have different and sometimes complex configurations that could produce unique and unexpected situations during the upgrade. By doing a fresh install, you create a separate environment that's easier to troubleshoot if something in your values or secrets files acts unexpectedly.
-
-```bash
-kubectl create namespace airbyte-v2
-```
-
-### Add and index the repo
-
-Helm chart V2 uses a different repo URL (`/charts`) than V1 did (`/helm-charts`). In your command line tool, add this repo and index it.
-
-```bash
-helm repo add airbyte-v2 https://airbytehq.github.io/charts
-helm repo update
-```
-
-You can browse all charts uploaded to your repository.
-
-```bash
-helm search repo airbyte-v2
-```
-
-### Update your values.yaml file
-
-In most cases, the adjustments to `values.yaml` are small and involve changing keys and moving sections. This section walks you through the main updates you need to make. If you already know what to do, see [Values.yaml reference](../deploying-airbyte/values) for the full V1 and V2 interfaces.
-
-Airbyte recommends approaching this project in this way:
-
-1. Note the customizations in your V1 `values.yaml` file to ensure you don't forget anything.
-
-2. Start with a basic V2 `values.yaml` to verify that it works. Map your V1 settings to V2, transferring one set of configurations at a time.
-
-3. Don't test in production.
-
-Follow the steps below to start generating `values.yaml`.
-
-<details>
-<summary>
-Create a `values.yaml` file and a `global` configuration
-</summary>
-
-Create a new `values.yaml` file on your machine. In that file, create your basic global configuration.
-
-```yaml title="values.yaml"
-global:
-  edition: enterprise
-
-  enterprise:
-    secretName: "" # Secret name where an Airbyte license key is stored
-    licenseKeySecretKey: "" # The key within `licenseKeySecretName` where the Airbyte license key is stored
-
-  airbyteUrl: "" # The URL where Airbyte will be reached; This should match your Ingress host
-```
-
-Optional: [deploy Airbyte](#deploy-airbyte) before you add additional configurations. If there are issues with your deployment, troubleshooting them is easier before you integrate additional services.
-
-</details>
-
-<details>
-<summary>
-Add `auth` and single sign on
-</summary>
-
-You can implement single sign on (SSO) with OIDC or new generic OIDC. For more help, see [Single sign on (SSO)](../access-management/sso).
-
-<Tabs>
-<TabItem value="oidc" label="OIDC">
-
-```yaml title="values.yaml"
-global:
-  auth:
-  
-    # -- Admin user configuration
-    instanceAdmin:
-      firstName: ""
-      lastName:  ""
-      emailSecretKey: "" # The key within `emailSecretName` where the initial user's email is stored
-      passwordSecretKey: "" # The key within `passwordSecretName` where the initial user's password is stored
-
-    # -- SSO Identify Provider configuration; (requires Enterprise)
-    identityProvider:
-        secretName: "" # Secret name where the OIDC configuration is stored
-        type: "oidc"
-        oidc:
-          # -- OIDC application domain
-          domain: ""
-          # -- OIDC application name
-          appName: ""
-          # -- The key within `clientIdSecretName` where the OIDC client id is stored
-          clientIdSecretKey: ""
-          # -- The key within `clientSecretSecretName` where the OIDC client secret is stored
-          clientSecretSecretKey: ""
-```
-
-</TabItem>
-<TabItem value="generic-oidc" label="Generic OIDC">
-
-```yaml title="values.yaml"
-global:
-  auth:
-  
-    # -- Admin user configuration
-    instanceAdmin:
-      firstName: ""
-      lastName:  ""
-      emailSecretKey: "" # The key within `emailSecretName` where the initial user's email is stored
-      passwordSecretKey: "" # The key within `passwordSecretName` where the initial user's password is stored
-
-    # -- SSO Identify Provider configuration; (requires Enterprise)
-    identityProvider:
-        secretName: "" # Secret name where the OIDC configuration is stored
-        type: "generic-oidc"
-        genericOidc:
-          clientId: ""
-          audience: ""
-          extraScopes: ""
-          issuer: ""
-          endpoints:
-            authorizationServerEndpoint: ""
-            jwksEndpoint: ""
-          fields:
-            subject: sub
-            email: email
-            name: name
-            issuer: iss
-```
-
-</TabItem>
-</Tabs>
-
-</details>
-
-<details>
-<summary>
-Add your database
-</summary>
-
-Disable Airbyte's default Postgres database and add your own. The main difference in Helm chart V2 is the `global.database.database` key has changed to `global.database.name`.
-
-```yaml title="values.yaml"
-global: 
-  database:
-    # -- Secret name where database credentials are stored
-    secretName: "" # e.g. "airbyte-config-secrets"
-    # -- The database host
-    host: ""
-    # -- The database port
-    port:
-    # -- The database name - this key used to be "database" in Helm chart 1.0
-    name: ""
-
-    # Use EITHER user or userSecretKey, but not both
-    # -- The database user
-    user: ""
-    # -- The key within `secretName` where the user is stored
-    userSecretKey: "" # e.g. "database-user"
-
-    # Use EITHER password or passwordSecretKey, but not both
-    # -- The database password
-    password: ""
-    # -- The key within `secretName` where the password is stored
-    passwordSecretKey: "" # e.g."database-password"
-
-postgresql:
-  enabled: false
-```
-
-</details>
-
-<details>
-<summary>
-Add external log storage
-</summary>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    secretName: ""
-    type: minio # default storage is minio. Set to s3, gcs, or azure, according to what you use.
-
-    bucket:
-      log: airbyte-bucket
-      state: airbyte-bucket
-      workloadOutput: airbyte-bucket
-      activityPayload: airbyte-bucket
-
-    # Set ONE OF the following storage types, according to your specification above
-
-    # S3
-    s3:
-      region: "" ## e.g. us-east-1
-      authenticationType: credentials ## Use "credentials" or "instanceProfile"
-      accessKeyId: ""
-      secretAccessKey: ""
-
-    # GCS
-    gcs:
-      projectId: <project-id>
-      credentialsJson:  <base64-encoded>
-      credentialsJsonPath: /secrets/gcs-log-creds/gcp.json
-
-    # Azure
-    azure:
-      # one of the following: connectionString, connectionStringSecretKey
-      connectionString: <azure storage connection string>
-      connectionStringSecretKey: <secret coordinate containing an existing connection-string secret>
-```
-
-</details>
-
-<details>
-<summary>
-Add external connector secret management
-</summary>
-
-```yaml
-global:
-  secretsManager:
-    enabled: false
-    type: "" # one of: VAULT, GOOGLE_SECRET_MANAGER, AWS_SECRET_MANAGER, AZURE_KEY_VAULT, TESTING_CONFIG_DB_TABLE
-    secretName: "airbyte-config-secrets"
-
-    # Set ONE OF the following groups of configurations, based on your configuration in global.secretsManager.type.
-
-    awsSecretManager:
-      region: <aws-region>
-      authenticationType: credentials ## Use "credentials" or "instanceProfile"
-      tags: ## Optional - You may add tags to new secrets created by Airbyte.
-      - key: ## e.g. team
-          value: ## e.g. deployments
-        - key: business-unit
-          value: engineering
-      kms: ## Optional - ARN for KMS Decryption.
-
-    # OR
-
-    googleSecretManager:
-      projectId: <project-id>
-      credentialsSecretKey: gcp.json
-
-    # OR
-
-    azureKeyVault:
-      tenantId: ""
-      vaultUrl: ""
-      clientId: ""
-      clientIdSecretKey: ""
-      clientSecret: ""
-      clientSecretSecretKey: ""
-      tags: ""
-
-    # OR
-
-    vault:
-      address: ""
-      prefix: ""
-      authToken: ""
-      authTokenSecretKey: ""
-```
-
-</details>
-
-<details>
-<summary>
-Add audit logging (version 1.7 or later)
-</summary>
-
-If you're using version 1.7 or later, you can enable audit logging. Unlike Helm chart V1, it's no longer necessary to specify environment variables. For more help with audit logging, see [Audit logging](audit-logging).
-
-```yaml title="values.yaml"
-server:
-  auditLogginEnabled: true
-
-storage:
-  bucket:
-    auditLogging: your-audit-logging-bucket-name-here
-```
-
-</details>
-
-<details>
-<summary>
-Update syntax for other customizatons
-</summary>
-
-If you have further customizations in your V1 values.yaml file, move those over to your new values.yaml file, and update key names where appropriate.
-
-- Change hyphenated V1 keys keys to camel case in V2. For example, when copying over `workload-launcher`, change it to `workloadLauncher`.
-
-- Some keys have different names. For example, `orchestrator` is `containerOrchestrator` in V2.
-
-Here is the full list of changes.
-
-<HelmSyntaxConversion/>
-
-</details>
-
-<details>
-<summary>
-Convert `extraEnv` variables
-</summary>
-
-In previous versions of your values.yaml file, you might have specified a number of environment variables through `extraEnv`. Many (but not all) of these variables have a dedicated interface in Helm chart V2. For example, look at the following configuration, which tells `workload-launcher` to run pods in the `jobs` node group.
-
-```yaml title="values.yaml using Helm chart V1"
-workload-launcher:
-  nodeSelector:
-    type: static
-  ## Pods spun up by the workload launcher will run in the 'jobs' node group.
-  extraEnv:
-    - name: JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-    - name: SPEC_JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-    - name: CHECK_JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-    - name: DISCOVER_JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-```
-
-You can specify these values directly without using environment variables, achieving the same effect.
-
-```yaml title="values.yaml using Helm chart V2"
-global:
-  jobs:
-    kube:
-      nodeSelector:
-        type: jobs
-      scheduling:
-        check:
-          nodeSelectors:
-            type: jobs
-        discover:
-          nodeSelectors:
-            type: jobs
-        spec:
-          nodeSelectors:
-            type: jobs
-
-workloadLauncher:
-  nodeSelector:
-    type: static
-```
-
-<EnvironmentVarConversion/>
-
-</details>
-
-### Deploy Airbyte {#deploy-airbyte}
-
-1. Identify the Helm chart version that corresponds to the platform version you want to run. Most Helm chart versions are designed to work with one Airbyte version, and they don't necessarily have the same version number.
-
-    ```bash
-    helm search repo airbyte-v2 --versions
-    ```
-
-    You should see something like this:
-
-    ```text
-    NAME                            CHART VERSION   APP VERSION     DESCRIPTION
-    airbyte-v2/airbyte              2.0.18          2.0.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.17          1.8.5           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.16          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.15          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.14          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.13          1.8.3           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.12          1.8.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.11          1.8.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.10          1.8.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.9           1.8.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.8           1.8.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.7           1.7.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.6           1.7.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.5           1.7.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.4           1.6.3           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.3           1.6.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.2           1.6.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.1           1.6.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.0           1.6.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte-data-plane   2.0.0           2.0.0           A Helm chart for installing an Airbyte Data Plane.
-    ```
-
-2. Install Airbyte into your Helm chart V2 namespace. In this example, you install Airbyte version 2.0.
-
-    ```bash
-    helm install airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
-      --values ./values.yaml \       # Custom configuration values
-      --version 2.0.18               # Helm chart version to use
-    ```
+Do not upgrade to Helm chart V2 or any Airbyte version that requires it. Speak to your Airbyte representative about switching to one of Airbyte's Cloud plans, which always have the latest capabilities and security improvements. Private Link is available if you require it.
diff --git a/docs/platform/enterprise-setup/implementation-guide.md b/docs/platform/enterprise-setup/implementation-guide.md
index 7bf189c4b75d..d987608e24f0 100644
--- a/docs/platform/enterprise-setup/implementation-guide.md
+++ b/docs/platform/enterprise-setup/implementation-guide.md
@@ -12,10 +12,6 @@ Once you [have a license key](https://airbyte.com/company/talk-to-sales), you ca
 
 Airbyte Self-Managed Enterprise must be deployed using Kubernetes. This is to enable Airbyte's best performance and scale. The core Airbyte components (`server`, `workload-launcher`) run as deployments. The `workload-launcher` is responsible for managing connector-related pods (`check`, `discover`, `read`, `write`, `orchestrator`).
 
-:::note
-Airbyte has begun rolling out a new Helm chart called Helm chart V2. The instructions on this page describe both V1 and V2 requirements. Airbyte recommends using Helm chart V2 from the start. The new chart will become mandatory in the future and you can avoid having to upgrade later.
-:::
-
 ## Prerequisites
 
 ### Infrastructure Prerequisites
@@ -75,7 +71,7 @@ We require you to install and configure the following Kubernetes tooling:
 
 We also require you to create a Kubernetes namespace for your Airbyte deployment:
 
-```
+```bash
 kubectl create namespace airbyte
 ```
 
@@ -233,27 +229,8 @@ Follow these instructions to add the Airbyte helm repository:
 
 3. To enable SSO authentication, add instance admin details [SSO auth details](/platform/access-management/sso) to your `values.yaml` file, under `global`. See the [following guide](/platform/access-management/sso#set-up) on how to collect this information for various IDPs, such as Okta and Azure Entra ID.
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
-    ```yaml title="values.yaml"
-    auth:
-      instanceAdmin:
-        firstName: ## First name of admin user.
-        lastName: ## Last name of admin user.
-      identityProvider:
-        type: oidc
-        secretName: airbyte-config-secrets ## Name of your Kubernetes secret.
-        oidc:
-          domain: ## e.g. company.example
-          appName: ## e.g. airbyte
-          display-name: ## e.g. Company SSO - optional, falls back to appName if not provided
-          clientIdSecretKey: client-id
-          clientSecretSecretKey: client-secret
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2 with OIDC' default>
+    <Tabs>
+    <TabItem value='oidc' label='OIDC' default>
 
     ```yaml title="values.yaml"
     global:
@@ -282,7 +259,7 @@ Follow these instructions to add the Airbyte helm repository:
     ```
 
     </TabItem>
-    <TabItem value='helm-2-oidc' label='Helm chart V2 with generic OIDC' default>
+    <TabItem value='generic-oidc' label='Generic OIDC'>
 
     ```yaml title="values.yaml"
     global:
@@ -319,33 +296,16 @@ Follow these instructions to add the Airbyte helm repository:
 
 4. You must configure the public facing URL of your Airbyte instance to your `values.yaml` file, under `global`:
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
     ```yaml title="values.yaml"
     global:
       airbyteUrl: # e.g. https://airbyte.company.example
     ```
 
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
-    ```yaml title="values.yaml"
-    global:
-      airbyteUrl: # e.g. https://airbyte.company.example
-    ```
-
-    </TabItem>
-    </Tabs>
-
 5. Verify the configuration of your `values.yaml` so far. Ensure `license-key`, `instance-admin-email` and `instance-admin-password` are all available via Kubernetes Secrets (configured in [prerequisites](#creating-a-kubernetes-secret)). It should appear as follows:
 
 <details>
 <summary>Sample initial values.yaml file</summary>
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
 ```yaml
 global:
   edition: enterprise
@@ -364,30 +324,6 @@ global:
         clientSecretSecretKey: client-secret
 ```
 
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
-```yaml
-global:
-  edition: enterprise
-  airbyteUrl: # e.g. https://airbyte.company.example
-  auth:
-    instanceAdmin:
-      firstName: ## First name of admin user.
-      lastName: ## Last name of admin user.
-    identityProvider:
-      type: oidc
-      secretName: airbyte-config-secrets ## Name of your Kubernetes secret.
-      oidc:
-        domain: ## e.g. company.example
-        appName: ## e.g. airbyte
-        clientIdSecretKey: client-id
-        clientSecretSecretKey: client-secret
-```
-
-</TabItem>
-</Tabs>
-
 </details>
 
 The following subsections help you customize your deployment to use an external database, log storage, dedicated ingress, and more. To skip this and deploy a minimal, local version of Self-Managed Enterprise, [jump to Step 3](#step-3-deploy-self-managed-enterprise).
@@ -403,44 +339,6 @@ We assume in the following that you've already configured a Postgres instance:
 
 Add external database details to your `values.yaml` file. This disables the default internal Postgres database (`airbyte/db`), and configures the external Postgres database. You can override all of the values below by setting them in the airbyte-config-secrets or set them directly here. You must set the database password in the airbyte-config-secrets. Here is an example configuration:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml
-postgresql:
-  enabled: false
-
-global:
-  database:
-    # -- Secret name where database credentials are stored
-    secretName: "" # e.g. "airbyte-config-secrets"
-
-    # -- The database host
-    host: ""
-    # -- The key within `secretName` where host is stored 
-    #hostSecretKey: "" # e.g. "database-host"
-
-    # -- The database port
-    port: ""
-    # -- The key within `secretName` where port is stored 
-    #portSecretKey: "" # e.g. "database-port" 
-
-    # -- The database name
-    database: ""
-    # -- The key within `secretName` where the database name is stored 
-    #databaseSecretKey: "" # e.g. "database-name" 
-
-    # -- The database user
-    user: "" # -- The key within `secretName` where the user is stored 
-    #userSecretKey: "" # e.g. "database-user"
-
-    # -- The key within `secretName` where password is stored
-    passwordSecretKey: "" # e.g."database-password"
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 postgresql:
   enabled: false
@@ -453,7 +351,7 @@ global:
     host: ""
     # -- The database port
     port:
-    # -- The database name - this key used to be "database" in Helm chart 1.0
+    # -- The database name
     name: ""
 
     # Use EITHER user or userSecretKey, but not both
@@ -469,9 +367,6 @@ global:
     passwordSecretKey: "" # e.g."database-password"
 ```
 
-</TabItem>
-</Tabs>
-
 </details>
 
 #### Configuring External Logging
@@ -488,26 +383,6 @@ Add external log storage details to your `values.yaml` file. This disables the d
 
 Ensure you've already created a Kubernetes secret containing both your S3 access key ID, and secret access key. By default, secrets are expected in the `airbyte-config-secrets` Kubernetes secret, under the `aws-s3-access-key-id` and `aws-s3-secret-access-key` keys. Steps to configure these are in the above [prerequisites](#configure-kubernetes-secrets).
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    type: "S3"
-    storageSecretName: airbyte-config-secrets # Name of your Kubernetes secret.
-    bucket: ## S3 bucket names that you've created. We recommend storing the following all in one bucket.
-      log: airbyte-bucket
-      state: airbyte-bucket
-      workloadOutput: airbyte-bucket
-    s3:
-      region: "" ## e.g. us-east-1
-      authenticationType: credentials ## Use "credentials" or "instanceProfile"
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   storage:
@@ -526,9 +401,6 @@ global:
       secretAccessKey: ""
 ```
 
-</TabItem>
-</Tabs>
-
 Set `authenticationType` to `instanceProfile` if the compute infrastructure running Airbyte has pre-existing permissions (e.g. IAM role) to read and write from the appropriate buckets.
 
 </TabItem>
@@ -536,25 +408,6 @@ Set `authenticationType` to `instanceProfile` if the compute infrastructure runn
 
 Ensure you've already created a Kubernetes secret containing the credentials blob for the service account to be assumed by the cluster. Steps to configure these are in the above [prerequisites](#configure-kubernetes-secrets).
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    type: "GCS"
-    storageSecretName: airbyte-config-secrets
-    bucket: ## GCS bucket names that you've created. We recommend storing the following all in one bucket.
-      log: airbyte-bucket
-      state: airbyte-bucket
-      workloadOutput: airbyte-bucket
-    gcs:
-      projectId: <project-id>
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   storage:
@@ -571,32 +424,10 @@ global:
       credentialsJsonPath: /secrets/gcs-log-creds/gcp.json
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 
 <TabItem value="Azure Blob" label="Azure" default>
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  storage:
-    type: "Azure"
-    storageSecretName: airbyte-config-secrets # Name of your Kubernetes secret.
-    bucket: ## S3 bucket names that you've created. We recommend storing the following all in one bucket.
-      log: airbyte-bucket
-      state: airbyte-bucket
-      workloadOutput: airbyte-bucket
-    azure:
-      connectionStringSecretKey: azure-blob-store-connection-string
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   storage:
@@ -616,9 +447,6 @@ global:
 </TabItem>
 </Tabs>
 
-</TabItem>
-</Tabs>
-
 </details>
 
 #### Configuring External Connector Secret Management
@@ -635,33 +463,12 @@ Airbyte's default behavior is to store encrypted connector secrets on your clust
 
 If authenticating with credentials, ensure you've already created a Kubernetes secret containing both your AWS Secrets Manager access key ID, and secret access key. By default, secrets are expected in the `airbyte-config-secrets` Kubernetes secret, under the `aws-secret-manager-access-key-id` and `aws-secret-manager-secret-access-key` keys. Steps to configure these are in the above [prerequisites](#configure-kubernetes-secrets).
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-secretsManager:
-  type: awsSecretManager
-  awsSecretManager:
-    region: <aws-region>
-    authenticationType: credentials ## Use "credentials" or "instanceProfile"
-    tags: ## Optional - You may add tags to new secrets created by Airbyte.
-      - key: ## e.g. team
-        value: ## e.g. deployments
-      - key: business-unit
-        value: engineering
-    kms: ## Optional - ARN for KMS Decryption.
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
     enabled: false
     type: AWS_SECRET_MANAGER
     secretName: "airbyte-config-secrets"
-    # Set ONE OF the following groups of configurations, based on your configuration in global.secretsManager.type.
     awsSecretManager:
       region: <aws-region>
       authenticationType: credentials ## Use "credentials" or "instanceProfile"
@@ -673,9 +480,6 @@ global:
       kms: ## Optional - ARN for KMS Decryption.
 ```
 
-</TabItem>
-</Tabs>
-
 Set `authenticationType` to `instanceProfile` if the compute infrastructure running Airbyte has pre-existing permissions (e.g. IAM role) to read and write from AWS Secrets Manager.
 
 To decrypt secrets in the secret manager with AWS KMS, configure the `kms` field, and ensure your Kubernetes cluster has pre-existing permissions to read and decrypt secrets.
@@ -685,21 +489,6 @@ To decrypt secrets in the secret manager with AWS KMS, configure the `kms` field
 
 Ensure you've already created a Kubernetes secret containing the credentials blob for the service account to be assumed by the cluster. By default, secrets are expected in the `gcp-cred-secrets` Kubernetes secret, under a `gcp.json` file. Steps to configure these are in the above [prerequisites](#configure-kubernetes-secrets). For simplicity, we recommend provisioning a single service account with access to both GCS and GSM.
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-secretsManager:
-  type: googleSecretManager
-  storageSecretName: gcp-cred-secrets
-  googleSecretManager:
-    projectId: <project-id>
-    credentialsSecretKey: gcp.json
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
@@ -711,33 +500,10 @@ global:
       credentialsSecretKey: gcp.json
 ```
 
-</TabItem>
-</Tabs>
-
 </TabItem>
 
 <TabItem label="Azure Key Vault" value="Azure">
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-global:
-  secretsManager:
-    type: azureKeyVault
-    azureKeyVault:
-      vaultUrl: ## https://my-vault.vault.azure.net/
-      tenantId: ## 3fc863e9-4740-4871-bdd4-456903a04d4e
-      tags: ## Optional - You may add tags to new secrets created by Airbyte.
-        - key: ## e.g. team
-          value: ## e.g. deployments
-        - key: business-unit
-          value: engineering
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   secretsManager:
@@ -757,9 +523,6 @@ global:
 </TabItem>
 </Tabs>
 
-</TabItem>
-</Tabs>
-
 </details>
 
 #### Configuring Ingress
@@ -783,12 +546,6 @@ Set appropriate backend timeout values for the Airbyte server ingress. Timeout v
 <details>
 <summary>Option 1: use Airbyte's Helm chart ingress configuration</summary>
 
-:::note
-**Helm V2 users:** Follow the configuration examples below.
-
-**Helm V1 users:** Ingress is available but uses a different configuration format. See the [values.yaml reference](/platform/deploying-airbyte/values) for the V1 ingress configuration structure.
-:::
-
 You can configure ingress directly in your `values.yaml` file. Airbyte automatically creates and manages the ingress resource for you.
 
 ```yaml
@@ -945,62 +702,21 @@ You may configure ingress using a load balancer or an API Gateway. We do not cur
 
 Install Airbyte Self-Managed Enterprise on helm using the following command:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```bash
-helm install airbyte-enterprise airbyte/airbyte \
-  --namespace airbyte \   # Target Kubernetes namespace
-  --values ./values.yaml  # Custom configuration values
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 1. Identify the Helm chart version that corresponds to the platform version you want to run. Most Helm chart versions are designed to work with one Airbyte version, and they don't necessarily have the same version number.
 
     ```bash
-    helm search repo airbyte-v2 --versions
-    ```
-
-    You should see something like this:
-
-    ```text
-    NAME                            CHART VERSION   APP VERSION     DESCRIPTION
-    airbyte-v2/airbyte              2.0.18          2.0.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.17          1.8.5           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.16          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.15          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.14          1.8.4           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.13          1.8.3           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.12          1.8.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.11          1.8.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.10          1.8.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.9           1.8.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.8           1.8.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.7           1.7.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.6           1.7.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.5           1.7.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.4           1.6.3           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.3           1.6.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.2           1.6.2           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.1           1.6.1           Helm chart to deploy airbyte
-    airbyte-v2/airbyte              2.0.0           1.6.0           Helm chart to deploy airbyte
-    airbyte-v2/airbyte-data-plane   2.0.0           2.0.0           A Helm chart for installing an Airbyte Data Plane.
+    helm search repo airbyte --versions
     ```
 
-2. Install Airbyte into your Helm chart V2 namespace. In this example, you install Airbyte version 2.0.
+2. Install Airbyte Self-Managed Enterprise.
 
     ```bash
-    helm install airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
+    helm install airbyte airbyte/airbyte \
+      --namespace airbyte \           # Target Kubernetes namespace
       --values ./values.yaml \       # Custom configuration values
-      --version 2.0.18               # Helm chart version to use
+      --version 2.x.x                # Helm chart version to use
     ```
 
-</TabItem>
-</Tabs>
-
 To uninstall Self-Managed Enterprise, run `helm uninstall airbyte-enterprise`.
 
 ## Updating Self-Managed Enterprise
@@ -1010,55 +726,25 @@ Upgrade Airbyte Self-Managed Enterprise by:
 1. Running `helm repo update`. This pulls an up-to-date version of our helm charts, which is tied to a version of the Airbyte platform.
 2. Re-installing Airbyte Self-Managed Enterprise:
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
-    ```bash
-    helm upgrade airbyte-enterprise airbyte/airbyte \
-      --namespace airbyte \   # Target Kubernetes namespace
-      --values ./values.yaml  # Custom configuration values
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
     ```bash
-    helm upgrade airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
+    helm upgrade airbyte airbyte/airbyte \
+      --namespace airbyte \           # Target Kubernetes namespace
       --values ./values.yaml \       # Custom configuration values
       --version 2.x.x                # Helm chart version to use
     ```
 
-    </TabItem>
-    </Tabs>
-
 ## Customizing your Deployment
 
 In order to customize your deployment, you need to create an additional `values.yaml` file in your `airbyte` directory, and populate it with configuration override values. A thorough `values.yaml` example including many configurations can be located in [Values.yaml reference](../deploying-airbyte/values) folder of the Airbyte repository.
 
 After specifying your own configuration, run the following command:
 
-<Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
-    ```bash
-    helm upgrade airbyte-enterprise airbyte/airbyte \
-      --namespace airbyte \   # Target Kubernetes namespace
-      --values ./values.yaml  # Custom configuration values
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
-    ```bash
-    helm upgrade airbyte-enterprise airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
-      --values ./values.yaml \       # Custom configuration values
-      --version 2.x.x                # Helm chart version to use
-    ```
-
-    </TabItem>
-    </Tabs>
+```bash
+helm upgrade airbyte airbyte/airbyte \
+  --namespace airbyte \           # Target Kubernetes namespace
+  --values ./values.yaml \       # Custom configuration values
+  --version 2.x.x                # Helm chart version to use
+```
 
 ### Configure a custom image registry
 
@@ -1200,7 +886,7 @@ You may choose to use your own service account instead of the Airbyte default, `
 
 To do this, add the following to your `values.yaml`:
 
-```
+```yaml
 serviceAccount:
   name:
 ```
diff --git a/docs/platform/enterprise-setup/scaling-airbyte.md b/docs/platform/enterprise-setup/scaling-airbyte.md
index 85a44c7cb13e..47f595862566 100644
--- a/docs/platform/enterprise-setup/scaling-airbyte.md
+++ b/docs/platform/enterprise-setup/scaling-airbyte.md
@@ -2,9 +2,6 @@
 products: oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Scaling Airbyte After Installation
 
 Once you've completed the initial installation of Airbyte Self-Managed Enterprise, the next crucial step is scaling your setup as needed to ensure optimal performance and reliability as your data integration needs grow. This guide walks you through best practices and strategies for scaling Airbyte in an enterprise environment.
@@ -13,15 +10,16 @@ Once you've completed the initial installation of Airbyte Self-Managed Enterpris
 
 The primary driver of increased resource usage in Airbyte is the number of concurrent syncs running at any given time. Each concurrent sync requires at least 3 additional connector pods to be running at once (`orchestrator`, `read`, `write`). For example, 10 concurrent syncs require 30 additional pods in your namespace. Connector pods last only for the duration of a sync, and will be appended by the ID of the ongoing job.
 
-If your deployment of Airbyte is intended to run many concurrent syncs at once (e.g. an overnight backfill), you are likely to require an increased number of instances to run all syncs. 
+If your deployment of Airbyte is intended to run many concurrent syncs at once (e.g. an overnight backfill), you are likely to require an increased number of instances to run all syncs.
 
 ### Connector CPU & Memory Settings
 
 Some connectors are memory and CPU intensive, while others are not. Using an infrastructure monitoring tool, we recommend measuring the following at all times:
-* Requested CPU %
-* CPU Usage %
-* Requested Memory %
-* Memory Usage %
+
+- Requested CPU %
+- CPU Usage %
+- Requested Memory %
+- Memory Usage %
 
 If your nodes are under high CPU or Memory usage, we recommend scaling up your Airbyte deployment to a larger number of nodes, or reducing the maximum resource usage by any given connector pod. If high _requested_ CPU or memory usage is blocking new pods from being scheduled, while _used_ CPU or memory is low, you may modify connector pod provisioning defaults in your `values.yaml` file:
 
@@ -45,51 +43,19 @@ If your Airbyte deployment is under-provisioned, you may notice occasional 'stuc
 
 To help rightsize Airbyte deployments and reduce the likelihood of stuck syncs, there are configurable limits to the number of syncs that can be run at once:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-worker:
-  extraEnv: ## We recommend setting both environment variables with a single, shared value.
-    - name: MAX_SYNC_WORKERS
-      value: ## e.g. 5
-    - name: MAX_CHECK_WORKERS
-      value: ## e.g. 5
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 worker:
   maxSyncWorkers: ## e.g. 5
   maxCheckWorkers: ## e.g. 5
 ```
 
-</TabItem>
-</Tabs>
-
 If you intend to run many syncs at the same time, you may also want to increase the number of worker replicas that run in your Airbyte instance:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
 ```yaml title="values.yaml"
 worker:
   replicaCount: ## e.g. 2
 ```
 
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
-```yaml title="values.yaml"
-worker:
-  replicaCount: ## e.g. 2
-```
-
-</TabItem>
-</Tabs>
-
 ## Multiple Node Groups
 
 To reduce the blast radius of an underprovisioned Airbyte deployment, place 'static' workloads (`server`, etc.) on one Kubernetes node group, while placing job-related workloads (connector pods) on a different Kubernetes node group. This ensures that UI or API availability is unlikely to be impacted by the number of concurrent syncs.
@@ -97,60 +63,6 @@ To reduce the blast radius of an underprovisioned Airbyte deployment, place 'sta
 <details>
 <summary>Configure Airbyte Self-Managed Enterprise to run in two node groups</summary>
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-airbyte-bootloader:
-  nodeSelector:
-    type: static
-
-server:
-  nodeSelector:
-    type: static
-
-keycloak:
-  nodeSelector:
-    type: static
-
-keycloak-setup:
-  nodeSelector:
-    type: static
-
-temporal:
-  nodeSelector:
-    type: static
-
-worker:
-  nodeSelector:
-    type: jobs
-
-workload-launcher:
-  nodeSelector:
-    type: static
-  ## Pods spun up by the workload launcher will run in the 'jobs' node group.
-  extraEnv:
-    - name: JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-    - name: SPEC_JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-    - name: CHECK_JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-    - name: DISCOVER_JOB_KUBE_NODE_SELECTORS
-      value: type=jobs
-
-orchestrator:
-  nodeSelector:
-    type: jobs
-  
-workload-api-server:
-  nodeSelector:
-    type: jobs
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 global:
   jobs:
@@ -201,9 +113,6 @@ workloadApiServer:
     type: jobs
 ```
 
-</TabItem>
-</Tabs>
-
 </details>
 
 ## High Availability
@@ -212,9 +121,6 @@ You may wish to implement high availability (HA) to minimize downtime and ensure
 
 We particularly recommend having multiple instances of `worker` and `server` pods:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
 ```yaml title="values.yaml"
 worker:
   replicaCount: 2
@@ -223,20 +129,6 @@ server:
   replicaCount: 2
 ```
 
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
-```yaml title="values.yaml"
-worker:
-  replicaCount: 2
-
-server:
-  replicaCount: 2
-```
-
-</TabItem>
-</Tabs>
-
 Furthermore, you may want to implement a primary-replica setup for the database (e.g., PostgreSQL) used by Airbyte. The primary database handles write operations, while replicas handle read operations, ensuring data availability even if the primary fails.
 
 ## Disaster Recovery (DR) Regions
@@ -251,25 +143,10 @@ For business-critical applications of Airbyte, you may want to configure a Disas
 
 We recommend turning off `DEBUG` logs for any non-testing use of Self-Managed Airbyte. Failing to do while running at-scale syncs may result in the `server` pod being overloaded, preventing most of the deployment for operating as normal.
 
-## Schema Discovery Timeouts 
+## Schema Discovery Timeouts
 
 While configuring a database source connector with hundreds to thousands of tables, each with many columns, the one-time `discover` mechanism - by which we discover the topology of your source - may run for a long time and exceed Airbyte's timeout duration. Should this be the case, you may increase Airbyte's timeout limit as follows:
 
-<Tabs groupId="helm-chart-version">
-<TabItem value='helm-1' label='Helm chart V1' default>
-
-```yaml title="values.yaml"
-server:
-  extraEnv:
-    - name: HTTP_IDLE_TIMEOUT
-      value: 20m
-    - name: READ_TIMEOUT
-      value: 30m
-```
-
-</TabItem>
-<TabItem value='helm-2' label='Helm chart V2' default>
-
 ```yaml title="values.yaml"
 server:
   httpIdleTimeout: 20m
@@ -277,6 +154,3 @@ server:
     - name: READ_TIMEOUT
       value: 30m
 ```
-
-</TabItem>
-</Tabs>
diff --git a/docs/platform/enterprise-setup/upgrading-from-community.md b/docs/platform/enterprise-setup/upgrading-from-community.md
index 3e347f0dfd99..ca11988c3375 100644
--- a/docs/platform/enterprise-setup/upgrading-from-community.md
+++ b/docs/platform/enterprise-setup/upgrading-from-community.md
@@ -2,9 +2,6 @@
 products: oss-enterprise
 ---
 
-import Tabs from '@theme/Tabs';
-import TabItem from '@theme/TabItem';
-
 # Existing Instance Upgrades
 
 This page supplements the [Self-Managed Enterprise implementation guide](./implementation-guide.md). It highlights the steps to take if you are currently using Airbyte Core, our free open source offering, and are ready to upgrade to [Airbyte Self-Managed Enterprise](./README.md).
@@ -17,7 +14,7 @@ These instructions are for you if:
 - You are currently deploying Airbyte on Kubernetes.
 - You are comfortable with an in-place upgrade. This guide does not dual-write to a new Airbyte deployment.
 
-### Step 1: Update Airbyte Open Source
+## Step 1: Update Airbyte Open Source
 
 You must first update to the latest Open Source Community release. We assume you are running the following steps from the root of the `airbytehq/airbyte-platform` cloned repo.
 
@@ -28,39 +25,21 @@ You must first update to the latest Open Source Community release. We assume you
 helm upgrade [RELEASE_NAME] airbyte/airbyte
 ```
 
-### Step 2: Configure Self-Managed Enterprise
+## Step 2: Configure Self-Managed Enterprise
 
 Update your `values.yaml` file as explained in the [Self-Managed Enterprise implementation guide](./implementation-guide.md). Avoid making any changes to your external database or log storage configuration at this time.
 
-### Step 3: Deploy Self-Managed Enterprise
+## Step 3: Deploy Self-Managed Enterprise
 
 1. You can now run the following command to upgrade your instance to Self-Managed Enterprise. If you previously included additional `values` files on your existing deployment, be sure to add these here as well:
 
-    <Tabs groupId="helm-chart-version">
-    <TabItem value='helm-1' label='Helm chart V1' default>
-
     ```bash
-    helm upgrade \
-    --namespace airbyte \
-    --values ./values.yaml \
-    --install [RELEASE_NAME] \
-    --version [RELEASE_VERSION] \
-    airbyte/airbyte
-    ```
-
-    </TabItem>
-    <TabItem value='helm-2' label='Helm chart V2' default>
-
-    ```bash
-    helm upgrade airbyte airbyte-v2/airbyte \
-      --namespace airbyte-v2 \       # Target Kubernetes namespace
+    helm upgrade airbyte airbyte/airbyte \
+      --namespace airbyte \           # Target Kubernetes namespace
       --values ./values.yaml \       # Custom configuration values
       --version 2.x.x                # Helm chart version to use
     ```
 
-    </TabItem>
-    </Tabs>
-
 2. Once this is complete, you need to upgrade your ingress to include the new `/auth` path. The following is a skimmed down definition of an ingress resource you could use for Self-Managed Enterprise:
 
 <details>
diff --git a/docs/platform/operator-guides/collecting-metrics.md b/docs/platform/operator-guides/collecting-metrics.md
index 6bf98f7ae101..14f499168d36 100644
--- a/docs/platform/operator-guides/collecting-metrics.md
+++ b/docs/platform/operator-guides/collecting-metrics.md
@@ -12,12 +12,11 @@ All Airbyte instances include extensive logging for each connector. These logs g
 
 ## OpenTelemetry metrics monitoring {#otel}
 
-Self-Managed Enterprise customers can configure Airbyte to send telemetry data to an OpenTelemetry collector endpoint so you can consume these metrics in your downstream monitoring tool of choice. See [OpenTelemetry metrics monitoring](open-telemetry).
+Self-Managed Enterprise customers can configure Airbyte to send telemetry data to an OpenTelemetry collector endpoint so you can consume these metrics in your downstream monitoring tool of choice. See [OpenTelemetry metrics monitoring](open-telemetry). Airbyte Cloud does not currently support a an OTEL integration.
 
 ## Datadog Integration
 
-Airbyte uses Datadog to monitor Airbyte Cloud performance on a [number of metrics](https://docs.datadoghq.com/integrations/airbyte/#data-collected) important to your experience. This integration only works on legacy Docker deployments of Airbyte. Airbyte is working on an improved version for abctl and Kubernetes. This could become available later as an enterprise feature to help you monitor your own deployment. If you're an enterprise customer and Datadog integration is important to you, let us know.
 
-Currently, you can send metrics to Datadog using [OpenTelemetry](open-telemetry).
+Self-Managed Enterprise customers can send metrics to Datadog using [OpenTelemetry](open-telemetry). Airbyte Cloud does not currently support a Datadog integration.
 
 ![Datadog's Airbyte Integration Dashboard](assets/DatadogAirbyteIntegration_OutOfTheBox_Dashboard.png)
diff --git a/docs/platform/operator-guides/configuring-airbyte.md b/docs/platform/operator-guides/configuring-airbyte.md
index fae689fbba69..7271a62402dc 100644
--- a/docs/platform/operator-guides/configuring-airbyte.md
+++ b/docs/platform/operator-guides/configuring-airbyte.md
@@ -5,8 +5,7 @@ products: oss-*
 # Configuring Airbyte
 
 :::important
-You probably don't need to reference this file. This page documents Airbyte's internal configuration API. This is how Airbyte retrieves values. To configure Airbyte, modify the [values.yaml](../deploying-airbyte/values) file.  `values.yaml` has a rich interface and is suitable for all integrations and configurations, especially once you've upgraded to Helm Chart V2.
-<!-- [Helm chart V2](../deploying-airbyte/chart-v2-community). -->
+You probably don't need to reference this file. This page documents Airbyte's internal configuration API. This is how Airbyte retrieves values. To configure Airbyte, modify the [values.yaml](../deploying-airbyte/values) file.  `values.yaml` has a rich interface and is suitable for all integrations and configurations.
 :::
 
 Be careful using variables marked as `alpha`. They aren't meant for public consumption.
diff --git a/docs/platform/operator-guides/telemetry.md b/docs/platform/operator-guides/telemetry.md
index eaf6623b5310..8aea5e0d7fa8 100644
--- a/docs/platform/operator-guides/telemetry.md
+++ b/docs/platform/operator-guides/telemetry.md
@@ -12,23 +12,7 @@ Airbyte collects telemetry data from the UI and the servers to help improve the
 If you'd like to turn off telemetry data collection, follow the directions below.
 
 <Tabs groupId="cloud-hosted">
-  <TabItem value="self-managed-v1" label="Self-Managed (Helm Chart V1)">
-      To disable telemetry for your instance, modify the `values.yaml` file and override the hardcoded telemetry setting using component-specific `env_vars` sections:
-
-      ```yaml
-      # Override telemetry for server component
-      server:
-        env_vars:
-          TRACKING_STRATEGY: logging
-
-      # Override telemetry for worker component  
-      worker:
-        env_vars:
-          TRACKING_STRATEGY: logging
-      ```
-
-  </TabItem>
-  <TabItem value="self-managed-v2" label="Self-Managed (Helm Chart V2)">
+  <TabItem value="self-managed" label="Self-Managed">
 
   To turn off telemetry for your instance, modify your `values.yaml` file and define the following environment variable:
 
diff --git a/docs/platform/operator-guides/upgrading-airbyte.md b/docs/platform/operator-guides/upgrading-airbyte.md
index d9c99ad5d9ed..de6af0486235 100644
--- a/docs/platform/operator-guides/upgrading-airbyte.md
+++ b/docs/platform/operator-guides/upgrading-airbyte.md
@@ -7,10 +7,10 @@ import TabItem from '@theme/TabItem';
 
 # Upgrading Airbyte
 
-Upgrades require temporarily turning off Airbyte. During upgrades, Airbyte will attempt to upgrade some connector versions. The following rules determine which connectors may be automatically upgraded: 
+Upgrades require temporarily turning off Airbyte. During upgrades, Airbyte will attempt to upgrade some connector versions. The following rules determine which connectors may be automatically upgraded:
 
    1. If you're not using a connector, Airbyte upgrades it to the latest version.
-   
+
    2. If you're using a connector, Airbyte does not upgrade it, to avoid disrupting your work. If you want to upgrade a specific connector, do so from the settings page.
 
 Refer to [Managing Connector Updates](/platform/managing-airbyte/connector-updates) for more details about keeping connectors updated.
@@ -27,26 +27,13 @@ Upgrade by updating your `values.yaml` file and redeploying Airbyte. If you're n
 
 4. Run the following command to upgrade.
 
-   <Tabs groupId="helm-chart-version">
-   <TabItem value='helm-1' label='Helm chart V1' default>
-
    ```bash
-   helm upgrade --install <RELEASE-NAME> airbyte/airbyte --values <VALUES.YAML> --version <HELM-APP-VERSION>
-   ```
-
-   </TabItem>
-   <TabItem value='helm-2' label='Helm chart V2' default>
-
-   ```bash
-   helm upgrade airbyte airbyte-v2/airbyte \
-   --namespace airbyte-v2 \       # Target Kubernetes namespace
+   helm upgrade airbyte airbyte/airbyte \
+   --namespace airbyte \           # Target Kubernetes namespace
    --values ./values.yaml \       # Custom configuration values
    --version 2.x.x                # Helm chart version to use
    ```
 
-   </TabItem>
-   </Tabs>
-
    After 5 minutes, Helm prints a message showing how to port-forward Airbyte. This may take longer on Kubernetes clusters with slow internet connections. In general the message is as follows:
 
    ```bash
diff --git a/docs/release_notes/v-2.1.md b/docs/release_notes/v-2.1.md
new file mode 100644
index 000000000000..028a40edcccf
--- /dev/null
+++ b/docs/release_notes/v-2.1.md
@@ -0,0 +1,161 @@
+# Airbyte 2.1
+
+<!-- vale off -->
+
+We finally remembered our password. Turns out it was 'Password' all along. What a great day! Anyway, Airbyte version 2.1 was released on April 3, 2026.
+
+<!-- vale on -->
+
+:::warning Experimental version release
+This version of Airbyte is experimental. Airbyte changed the way we assemble new versions and haven't tested every feature and Helm chart configuration in version 2.1.0. If stability is your primary concern, you may elect to skip this version.
+:::
+
+:::warning Self-Managed Enterprise
+**If you still use Self-Managed Enterprise, do not upgrade.** Speak to your Airbyte representative about switching to one of Airbyte's Cloud plans, which always have the latest capabilities and security improvements. Private Link is available if you require it.
+:::
+
+## Helm chart V1 is no longer supported
+
+It's not possible to deploy this or any future version of Airbyte with Helm chart V1. If you deploy Airbyte with Helm chart V1, you must migrate to Helm chart V2 before upgrading to Airbyte 2.1. For migration instructions, see the [migration guide](/platform/deploying-airbyte/chart-v2-community).
+
+## Helm chart improvements
+
+- **Authentication enabled by default**: New deployments now have authentication enabled by default. If you need unauthenticated access, you can explicitly turn off auth in your values.yaml.
+
+- **Ingress support**: The Helm chart now includes a configurable Ingress resource. You can set the ingress class, annotations, hosts, paths, and TLS directly in values.yaml. [**Learn more >**](/platform/deploying-airbyte/integrations/ingress)
+
+- **Dataplane audit logging storage bucket configuration**: The `STORAGE_BUCKET_AUDIT_LOGGING` environment variable is now correctly wired in the Dataplane Helm chart. This resolves a crash affecting v2.0.0 dataplane deployments where the missing variable caused startup failures. Configure the bucket name via the `storage.minio.bucket.auditLogging` Helm value.
+
+- **Structured JSON log output for data plane pods**: Orchestrator and sidecar containers can now output structured JSON logs, configurable via the `PLATFORM_LOG_FORMAT` environment variable. This enables log collection and correlation using standard Kubernetes log collectors such as Fluent Bit, Vector, or Datadog. The Helm chart for the data plane defaults to JSON format.
+
+- **TopologySpreadConstraints for airbyte-server**: You can now configure Kubernetes `topologySpreadConstraints` for the `airbyte-server` pod via `server.topologySpreadConstraints` in your values.yaml, enabling control over pod distribution across nodes or availability zones.
+
+- **Management endpoints moved to port 8085**: Micronaut management endpoints (health, metrics) have moved from the application port to a dedicated management port (8085). Kubernetes probes are updated accordingly. If you have custom health check or monitoring configurations that target the application port, update them to use port 8085.
+
+- **`WORKLOAD_API_HOST` is now configurable**: You can now override the `WORKLOAD_API_HOST` value in your Helm values.yaml, enabling custom workload API host configurations in self-managed deployments.
+
+- **Workload API health check endpoint restored**: A `/health` endpoint has been re-added to the `workload-api-server` for load balancer health checks. This endpoint was inadvertently removed when management endpoints moved to port 8085.
+
+- **Redis image reference updated**: The Helm chart now references `bitnamilegacy/redis` after Bitnami retired their original image repository. No action is needed if you use the default chart values.
+
+- **`AIRBYTE_ROLE` environment variable removed**: The `AIRBYTE_ROLE` environment variable has been removed from all services and Helm charts. If you reference `AIRBYTE_ROLE` in custom configurations or scripts, remove those references.
+
+## Connector Builder server replaced by manifest server
+
+The `connector-builder-server` component is removed from the Helm chart and replaced by the manifest server. If you reference `connector-builder-server` in values.yaml, update those references.
+
+- **Configuration migration**: Helm chart configuration keys previously under `connectorBuilderServer.*` have moved to `server.connectorBuilder.*` in values.yaml. Update your values.yaml if you have custom configuration for the Builder server.
+
+## Connector & sync management
+
+- **Automatic CDC meta-field management**: CDC meta-fields such as `_ab_cdc_cursor`, `_ab_cdc_deleted_at`, and `_ab_cdc_updated_at` are now automatically selected and protected from manual deselection in the sync catalog UI. This prevents inconsistent field selections that could cause CDC sync failures.
+
+- **Breaking change protection when version pins are removed**: When a connector version pin is removed at any scope (actor, workspace, or organization), the platform now checks whether the affected actors would cross a breaking change boundary. If so, it automatically creates a protective pin at the latest safe stable version, preventing unintended breaking upgrades.
+
+- **Breaking changes persisted in catalog diffs**: Schema changes detected via catalog comparison now persist breaking change information directly to connections. Connections affected by breaking schema changes are automatically set to inactive, improving visibility and upgrade safety.
+
+- **OAuth parameter override for organizations**: Fixed an issue where organization-level OAuth parameters were not correctly applied, causing OAuth flows to fail for some connectors.
+
+- **Facebook Pages OAuth scope**: Added the missing `catalog_management` scope to the Facebook Pages OAuth flow, which is required for proper API access.
+
+- **Facebook Marketing OAuth scope**: Removed the invalid `read_insights` scope from the Facebook Marketing OAuth flow, which was causing authentication errors.
+
+- **AWS Secrets Manager with tag-based IAM**: Fixed a series of issues where AWS Secrets Manager operations would fail with 500 errors for deployments using tag-based IAM policies (ABAC). The platform now correctly handles `AccessDeniedException` for assumed roles and falls back gracefully when secrets don't yet exist.
+
+- **OAuth flow package reference**: Fixed an incorrect package reference in the OAuth flow that could cause OAuth failures for certain connectors.
+
+- **Connector Builder OAuth with published manifests**: The Connector Builder OAuth flow now correctly uses an existing published manifest definition when no draft exists, instead of failing.
+
+## New features
+
+- **Asynchronous schema discovery**: Schema discovery during connection creation and editing now runs asynchronously, preventing the UI from blocking while large schemas are being fetched. This also applies to custom Docker connector creation, where the spec-fetching step is now non-blocking.
+
+- **15-minute and 30-minute sync frequency options**: Sub-hourly sync frequency options (15 and 30 minutes) are now available in the connection schedule dropdown. These are enabled by default in self-managed deployments.
+
+- **Rejected records visible on connection status page**: The connection status page now shows rejected record counts in the sync job details modal, giving better visibility into data quality issues during syncs.
+
+- **Improved date range picker**: The date range picker on the connection status page now defaults to 7 days with a maximum range of 30 days, providing a more focused view of sync history with faster load times.
+
+- **Connector JVM out-of-memory handling**: All connector JVMs now include the `-XX:+ExitOnOutOfMemoryError` flag, causing them to exit cleanly instead of hanging indefinitely when they run out of memory. A new `connector_exit_code` metric is also emitted on non-zero exits, providing visibility into connector failure modes.
+
+- **Catalog refresh for data activation connections**: Source and destination catalogs in data activation (reverse ETL) connections can now be refreshed, keeping schemas up to date as upstream sources evolve.
+
+## Security improvements
+
+This version includes security improvements and updated base images.
+
+## Bug fixes
+
+- **Keycloak invalid token realm crash resolved**: Fixed a server crash that occurred when Keycloak tokens contained issuer URLs without the expected `/auth/realms/<realm>` path structure. The platform now gracefully rejects these tokens instead of entering a 500-error loop. This primarily affects self-managed deployments using external identity providers with Keycloak.
+
+- **OOM detection for source and destination containers**: Syncs no longer hang indefinitely when a source or destination container is killed by an out-of-memory event. The orchestrator now detects pipe closure and returns a fallback exit code after a brief timeout.
+
+- **Orchestrator shutdown no longer hangs**: Fixed an issue where the replication orchestrator could wait indefinitely on shutdown if a data stream was not properly closed.
+
+- **Null character handling in data persistence**: Multiple fixes to strip null characters from data before database persistence, preventing write failures when syncing data that contains null bytes.
+
+- **Image pull error detection**: The workload launcher now detects image pull errors and back-off states for replication pods, providing clearer failure messages when connector images cannot be downloaded.
+
+- **Connections with inaccessible secrets filtered**: The connection finder now filters out connections whose secrets are no longer accessible, preventing errors when listing connections.
+
+- **Deleted actors handled gracefully**: The platform now handles deleted sources and destinations gracefully in configuration lookups, preventing errors from orphaned references.
+
+- **Actor version resolution uses correct ID**: The check command now resolves the actor definition version using the specific actor ID, rather than defaulting to a potentially incorrect version.
+
+- **Null connection ID in workflow**: Fixed a crash caused by a null connection ID being passed to the sync workflow.
+
+- **Null total stats in sync display**: Fixed an error caused by null total stats in the sync statistics display.
+
+- **Cancellation handling in connector commands**: Fixed handling of the correct `CancellationException` type in the connector command workflow, preventing unexpected error behavior during cancelled operations.
+
+- **Large payload deserialization**: Added explicit stream read constraints to the API serializer, preventing potential failures when handling very large JSON payloads.
+
+- **Stream status query performance**: Added a recent-job filter to the stream status query, reducing database load and improving status page responsiveness for connections with long sync histories.
+
+- **Improved replication error messages**: Error messages for replication command creation failures now include more diagnostic context.
+
+- **Log event flushing**: Fixed an issue where log events could accumulate in memory instead of being flushed, reducing memory overhead.
+
+- **Netty compatibility fixes**: Resolved version mismatches and a conflicting event loop factory in the Netty networking stack, improving service stability.
+
+- **Correct config path for platform mode**: Fixed configuration path resolution when running in platform mode, ensuring the correct settings are applied.
+
+- **User settings navigation**: Fixed broken navigation to user settings in deployments with authentication enabled. The sidebar link now correctly opens the account settings page.
+
+- **Multiline secret inputs in Connector Builder**: The Connector Builder now properly supports multiline secret inputs, such as private keys and certificates.
+
+- **Multiline inputs in connector setup form**: Fixed rendering of multiline text inputs in the connector setup form.
+
+- **Connector form dropdown width**: Set a fixed width for the connector form dropdown, preventing layout overflow with long connector names.
+
+- **Connection creation layout stability**: Fixed a layout shift caused by error messages appearing during the connection creation flow.
+
+- **Form updates on default value changes**: Fixed an issue where the connector setup form did not update when default values changed.
+
+- **Enum value display in connector forms**: Preserved enum value types so that dropdown selections display correctly in connector configuration forms.
+
+- **Radio button styling**: Fixed radio button appearance in tile selection components to match the intended design.
+
+- **Connection header button colors**: Fixed inconsistent icon and text colors in the connection header's sync and reset buttons.
+
+- **dbt Cloud transformations button type**: Added a proper button type to the dbt Cloud transformations component, preventing unintended form submissions.
+
+- **Connector Builder modal overflow**: Fixed an overflow issue in the Connector Builder's link-components modal that could cut off content.
+
+- **Data activation form change tracking**: Fixed dirty form detection in the data activation UI, ensuring unsaved changes are properly tracked.
+
+- **Google Chat webhook compatibility**: Webhook notifications now work correctly with Google Chat endpoints. Previously, Google Chat webhooks would fail because Airbyte sent Slack-specific payload fields that Google Chat rejects. Non-Slack webhook targets now receive a text-only payload. Slack webhooks continue to receive the full rich payload.
+
+- **Schema changes permission error**: Fixed a permission error that could occur when reviewing schema changes in connection settings.
+
+- **Hashing mapper flexibility**: The hashing mapper schema now allows an empty `fieldNameSuffix`, enabling more flexible hashing configurations.
+
+- **Field-filtering mapper support**: Added the field-filtering mapper type to the frontend validation schema, enabling proper use of field filtering in the mapper UI.
+
+## Documentation
+
+- **Fixed broken documentation links**: Removed an incorrect `/next/` prefix from documentation links in the webapp, fixing 404 errors when users click help links.
+
+- **Updated contributor documentation link**: Fixed an outdated link to the GitHub token creation page in the documentation for contributing new connectors.
+
+- **Live connector docs from GitHub**: Connector documentation displayed in the UI is now fetched directly from GitHub (the source of truth for docs.airbyte.com) instead of the version bundled at the last connector publish. This means documentation updates — such as troubleshooting tips or corrected instructions — are visible immediately without waiting for a connector version bump. If GitHub is unreachable (for example, in air-gapped environments), the system falls back seamlessly to the previously bundled docs.
diff --git a/docusaurus/sidebar-release_notes.js b/docusaurus/sidebar-release_notes.js
index 559a4c656ff3..755b14a4c5e4 100644
--- a/docusaurus/sidebar-release_notes.js
+++ b/docusaurus/sidebar-release_notes.js
@@ -9,6 +9,7 @@ export default {
         id: "readme",
       },
       items: [
+        "v-2.1",
         "v-2.0",
         "v-1.8",
         "v-1.7",
diff --git a/docusaurus/src/data/agent_engine_api_spec.json b/docusaurus/src/data/agent_engine_api_spec.json
index 93b3ba4140e2..f4408f70dc57 100644
--- a/docusaurus/src/data/agent_engine_api_spec.json
+++ b/docusaurus/src/data/agent_engine_api_spec.json
@@ -3511,7 +3511,14 @@
       },
       "CheckStatus": {
         "type": "string",
-        "enum": ["pending", "running", "cancelled", "failed", "succeeded"],
+        "enum": [
+          "pending",
+          "running",
+          "cancelled",
+          "failed",
+          "succeeded",
+          "inconclusive"
+        ],
         "title": "CheckStatus"
       },
       "ConnectionSpecification": {
diff --git a/poe-tasks/gradle-connector-tasks.toml b/poe-tasks/gradle-connector-tasks.toml
index bac7d43ebf6c..30c7dcbb6a4d 100644
--- a/poe-tasks/gradle-connector-tasks.toml
+++ b/poe-tasks/gradle-connector-tasks.toml
@@ -84,6 +84,4 @@ help = "Get the base image of the connector from its metadata.yaml file."
 cmd = """yq eval '.data.dockerImageTag' ${POE_PWD}/metadata.yaml"""
 help = "Get the version of the connector from its metadata.yaml file."
 
-[tasks.run-cat-tests]
-shell = "airbyte-ci connectors --name=`poe -qq get-connector-name` test --only-step=acceptance"
-help = "Run the legacy Airbyte-CI acceptance tests (CAT tests)."
+# [tasks.run-cat-tests] - Removed: airbyte-ci CLI and CAT tests have been deprecated.
diff --git a/poe-tasks/manifest-only-connector-tasks.toml b/poe-tasks/manifest-only-connector-tasks.toml
index 4f57cdb26c0a..a3803da99a51 100644
--- a/poe-tasks/manifest-only-connector-tasks.toml
+++ b/poe-tasks/manifest-only-connector-tasks.toml
@@ -73,6 +73,4 @@ help = "Get the base image of the connector from its metadata.yaml file."
 cmd = """yq eval '.data.dockerImageTag' ${POE_PWD}/metadata.yaml"""
 help = "Get the version of the connector from its metadata.yaml file."
 
-[tasks.run-cat-tests]
-shell = "airbyte-ci connectors --name=`poe -qq get-connector-name` test --only-step=acceptance"
-help = "Run the legacy Airbyte-CI acceptance tests (CAT tests)."
+# [tasks.run-cat-tests] - Removed: airbyte-ci CLI and CAT tests have been deprecated.
diff --git a/poe-tasks/poetry-connector-tasks.toml b/poe-tasks/poetry-connector-tasks.toml
index 1634f3f705bc..8240ba7861f7 100644
--- a/poe-tasks/poetry-connector-tasks.toml
+++ b/poe-tasks/poetry-connector-tasks.toml
@@ -185,6 +185,4 @@ help = "Get the base image of the connector from its metadata.yaml file."
 cmd = """yq eval '.data.dockerImageTag' ${POE_PWD}/metadata.yaml"""
 help = "Get the version of the connector from its metadata.yaml file."
 
-[tool.poe.tasks.run-cat-tests]
-shell = "airbyte-ci connectors --name=`poe -qq get-connector-name` test --only-step=acceptance"
-help = "Run the legacy Airbyte-CI acceptance tests (CAT tests)."
\ No newline at end of file
+# [tool.poe.tasks.run-cat-tests] - Removed: airbyte-ci CLI and CAT tests have been deprecated.
diff --git a/poe-tasks/publish-python-registry.sh b/poe-tasks/publish-python-registry.sh
index a87565e9b5a2..75a68a808904 100755
--- a/poe-tasks/publish-python-registry.sh
+++ b/poe-tasks/publish-python-registry.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 #
 # Publish a Python connector to PyPI registry
-# Extracted from airbyte-ci publish pipeline for GitHub Actions integration
+# Publish script for GitHub Actions integration
 #
 
 set -euo pipefail
diff --git a/poe-tasks/upload-additional-connector-metadata.sh b/poe-tasks/upload-additional-connector-metadata.sh
deleted file mode 100755
index 0cc4da943e6c..000000000000
--- a/poe-tasks/upload-additional-connector-metadata.sh
+++ /dev/null
@@ -1,118 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-# Uploads additional connector metadata (spec cache + SBOM) to GCS.
-#
-# The legacy `metadata_service upload` (metadata.yaml, icon.svg, doc.md, etc.) has been
-# removed from this script — it is now handled by the ops CLI registry pipeline
-# (publish_connector_registry_entries job in publish_connectors.yml).
-#
-# Usage: ./poe-tasks/upload-additional-connector-metadata.sh --name destination-bigquery --with-semver-suffix <none|preview|rc>
-# You must have two environment variables set (METADATA_SERVICE_GCS_CREDENTIALS, SPEC_CACHE_GCS_CREDENTIALS),
-# each containing a JSON-formatted GCP service account key.
-# SPEC_CACHE_GCS_CREDENTIALS needs write access to `gs://$spec_cache_bucket/specs`.
-# METADATA_SERVICE_GCS_CREDENTIALS needs write access to `gs://$metadata_bucket/sbom`.
-
-source "${BASH_SOURCE%/*}/lib/util.sh"
-
-source "${BASH_SOURCE%/*}/lib/parse_args.sh"
-connector=$(get_only_connector)
-
-if ! test "$SPEC_CACHE_GCS_CREDENTIALS"; then
-  echo "SPEC_CACHE_GCS_CREDENTIALS environment variable must be set" >&2
-  exit 1
-fi
-if ! test "$METADATA_SERVICE_GCS_CREDENTIALS"; then
-  echo "METADATA_SERVICE_GCS_CREDENTIALS environment variable must be set" >&2
-  exit 1
-fi
-
-spec_cache_bucket="io-airbyte-cloud-spec-cache"
-metadata_bucket="prod-airbyte-cloud-connector-metadata-service"
-
-syft_docker_image="anchore/syft:v1.6.0"
-sbom_extension="spdx.json"
-
-meta="${CONNECTORS_DIR}/${connector}/metadata.yaml"
-
-docker_repository=$(yq -r '.data.dockerRepository' "$meta")
-if test -z "$docker_repository" || test "$docker_repository" = "null"; then
-  echo "Error: docker_repository missing in ${meta}" >&2
-  exit 1
-fi
-
-# Figure out the tag that we're working on (i.e. handle the prerelease case)
-if [[ -n "${CONNECTOR_VERSION_TAG:-}" ]]; then
-  # When set by the publish workflow, use the pre-resolved tag directly.
-  docker_tag="$CONNECTOR_VERSION_TAG"
-else
-  base_tag=$(yq -r '.data.dockerImageTag' "$meta")
-  if test -z "$base_tag" || test "$base_tag" = "null"; then
-    echo "Error: dockerImageTag missing in ${meta}" >&2
-    exit 1
-  fi
-  case "$semver_suffix" in
-    none)
-      docker_tag="$base_tag"
-      ;;
-    preview)
-      docker_tag=$(generate_dev_tag "$base_tag")
-      ;;
-    rc)
-      docker_tag=$(generate_rc_tag "$base_tag")
-      ;;
-    *)
-      echo "Error: Invalid semver_suffix '$semver_suffix'. Valid options are 'none', 'preview', or 'rc'." >&2
-      exit 1
-      ;;
-  esac
-fi
-
-full_docker_image="$docker_repository:$docker_tag"
-
-# Upload the specs to the spec cache
-run_connector_spec() {
-  local deployment_mode=$1
-  local output_file=$2
-
-  # Run the spec command, filter for SPEC messages, and write those messages to the output file.
-  # The jq command has a lot going on:
-  # * --raw-input is needed, because many connectors emit some log messages in non-JSON format
-  # * then we use `fromjson?` to filter for valid JSON messages
-  # * and then we select any spec message (i.e. {"type": "SPEC", "spec": {...}})
-  # * and then we extract just the `spec` field.
-  docker run --env DEPLOYMENT_MODE=$deployment_mode "$full_docker_image" spec | jq --raw-input --compact-output 'fromjson? | select(.type == "SPEC").spec' > $output_file
-
-  # Verify that we had exactly one spec message.
-  # Depending on the platform, `wc -l` may return a right-padded string like "   1".
-  # `tr -d ' '` deletes those spaces.
-  local specMessageCount=$(cat $output_file | wc -l | tr -d ' ')
-  if test $specMessageCount -ne 1; then
-    echo "Expected to get exactly one spec message from the connector when running with deployment mode '$deployment_mode'; got $specMessageCount" >&2
-    exit 1
-  fi
-}
-echo '--- UPLOADING SPEC TO SPEC CACHE ---'
-echo 'Running spec for OSS...'
-run_connector_spec OSS spec.json
-echo 'Running spec for CLOUD...'
-run_connector_spec CLOUD spec.cloud.json
-spec_cache_base_path="gs://$spec_cache_bucket/specs/$docker_repository/$docker_tag"
-gcloud_activate_service_account "$SPEC_CACHE_GCS_CREDENTIALS"
-gsutil cp spec.json "$spec_cache_base_path/spec.json"
-# Only upload spec.cloud.json if it's different from spec.json.
-# somewhat confusingly - `diff` returns true if the files are _identical_, so we need `! diff`.
-if ! diff spec.json spec.cloud.json; then
-  gsutil cp spec.cloud.json "$spec_cache_base_path/spec.cloud.json"
-fi
-
-# Upload the SBOM
-echo '--- UPLOADING SBOM ---'
-docker run \
-  --volume $HOME/.docker/config.json:/config/config.json \
-  --env DOCKER_CONFIG=/config \
-  "$syft_docker_image" \
-  -o spdx-json \
-  "$full_docker_image" > "$sbom_extension"
-gcloud_activate_service_account "$METADATA_SERVICE_GCS_CREDENTIALS"
-gsutil cp "$sbom_extension" "gs://$metadata_bucket/sbom/$docker_repository/$docker_tag.$sbom_extension"
diff --git a/poe-tasks/upload-python-dependencies.sh b/poe-tasks/upload-python-dependencies.sh
deleted file mode 100755
index 02beeef1934f..000000000000
--- a/poe-tasks/upload-python-dependencies.sh
+++ /dev/null
@@ -1,187 +0,0 @@
-#!/usr/bin/env bash
-set -euo pipefail
-
-#
-# Upload Python connector dependencies metadata to GCS
-# Extracted from airbyte-ci publish pipeline for GitHub Actions integration
-#
-# Usage: ./poe-tasks/upload-python-dependencies.sh --name source-avri --with-semver-suffix [none | preview | rc] --bucket my-bucket --connector-version 1.2.3
-#
-
-# source utility functions
-source "${BASH_SOURCE%/*}/lib/util.sh"
-
-function usage() {
-    cat << EOF
-Usage: $0 [options]
-
-Upload Python connector dependencies metadata to GCS.
-
-Must be run from the root of the airbyte repo
-
-Options:
-    -n, --name CONNECTOR_NAME     Connector name (required)
-    --bucket BUCKET_NAME          GCS bucket name (optional, defaults to dev bucket)
-    --connector-version VERSION   Connector version (optional, default reads from metadata.yaml)
-    --with-semver-suffix TYPE     Semver suffix (optional): 'none', 'preview', or 'rc' (default is 'preview')
-    -h, --help                    Show this help message
-
-Environment Variables:
-    GCS_CREDENTIALS              JSON-formatted GCP service account key set as an environment variable (required)
-
-Examples:
-    $0 --name source-avni
-    $0 --name source-avni --bucket my-test-bucket --version dev.1.2.3
-EOF
-}
-
-# Default values
-BUCKET_NAME="dev-airbyte-cloud-connector-metadata-service-2"
-SEMVER_SUFFIX="preview"
-CONNECTOR_NAME=""
-VERSION=""
-
-# Parse command line arguments
-while [[ $# -gt 0 ]]; do
-    case $1 in
-        -n|--name)
-            CONNECTOR_NAME="$2"
-            shift 2
-            ;;
-        --bucket)
-            BUCKET_NAME="$2"
-            shift 2
-            ;;
-        --connector-version)
-            VERSION="$2"
-            shift 2
-            ;;
-        --with-semver-suffix)
-            SEMVER_SUFFIX="$2"
-            shift 2
-            ;;
-        -h|--help)
-            usage
-            exit 0
-            ;;
-        *)
-            echo "Unknown option: $1" >&2
-            usage >&2
-            exit 1
-            ;;
-    esac
-done
-
-# Validate required parameters
-if [[ -z "$CONNECTOR_NAME" ]]; then
-    echo "Error: Connector name is required" >&2
-    usage >&2
-    exit 1
-fi
-
-# Use environment variables as fallback
-if [[ -z "$BUCKET_NAME" ]]; then
-    echo "Error: GCS bucket name is required" >&2
-    exit 1
-fi
-
-if ! test "$GCS_CREDENTIALS"; then
-  echo "GCS_CREDENTIALS environment variable must be set" >&2
-  exit 1
-fi
-
-# Navigate to connector directory
-CONNECTOR_DIR="airbyte-integrations/connectors/$CONNECTOR_NAME"
-if [[ ! -d "$CONNECTOR_DIR" ]]; then
-    echo "Error: Connector directory not found: $CONNECTOR_DIR" >&2
-    exit 1
-fi
-
-cd "$CONNECTOR_DIR"
-
-# Check if this is a Python connector
-CONNECTOR_LANGUAGE=$(poe -qq get-language)
-if [[ "$CONNECTOR_LANGUAGE" != "python" ]]; then
-    echo "⚠️ Connector language is '$CONNECTOR_LANGUAGE', not Python. Skipping dependencies upload."
-    exit 0
-fi
-
-# Resolve the connector version
-if [[ -n "${CONNECTOR_VERSION_TAG:-}" ]]; then
-    # When set by the publish workflow, use the pre-resolved tag directly.
-    VERSION="$CONNECTOR_VERSION_TAG"
-else
-    if [[ -z "$VERSION" ]]; then
-        VERSION=$(poe -qq get-version)
-    fi
-    case "$SEMVER_SUFFIX" in
-      none)
-        # Use exact version from metadata.yaml
-        ;;
-      preview)
-        VERSION=$(generate_dev_tag "$VERSION")
-        ;;
-      rc)
-        VERSION=$(generate_rc_tag "$VERSION")
-        ;;
-      *)
-        echo "Error: Invalid semver suffix '$SEMVER_SUFFIX'. Valid options are 'none', 'preview', or 'rc'." >&2
-        exit 1
-        ;;
-    esac
-fi
-
-echo "📋 Uploading dependencies for connector: $CONNECTOR_NAME"
-echo "  🏷️ Version: $VERSION"
-echo "  🪣 GCS Bucket: $BUCKET_NAME"
-
-DOCKER_REPOSITORY=$(yq eval '.data.dockerRepository' metadata.yaml)
-DEFINITION_ID=$(yq eval '.data.definitionId' metadata.yaml)
-
-# Authenticate with GCS
-gcloud_activate_service_account "$GCS_CREDENTIALS"
-
-# Install the connector and get dependencies
-if ! [[ -f "pyproject.toml" ]]; then
-    echo "⚠️ No pyproject.toml found, skipping dependency upload" >&2
-    exit 0
-fi
-
-# Install connector dependencies using Poetry (without dev dependencies)
-poetry install --without dev
-
-# This command reformats the output of `pip freeze` into a JSON array of objects
-# Each line that looks like `package==version` is transformed into an object with `package_name` and `version` keys
-# Example output:
-# [
-#   {"package_name": "requests", "version": "2.25.1"},
-#   {"package_name": "pandas", "version": "1.2.3"}
-# ]
-DEPENDENCIES_JSON=$(poetry run pip freeze | jq -R -s -c 'split("\n") | map(select(contains("=="))) | map({package_name: split("==")[0], version: split("==")[1]})')
-
-# Get current timestamp. Sed command is used to remove the last 3 digits of nanoseconds for backwards compatibility
-GENERATION_TIME=$(date -u +"%Y-%m-%dT%H:%M:%S.%N" | sed 's/\([0-9]\{6\}\)[0-9]\{3\}$/\1/')
-
-METADATA_JSON=$(cat << EOF
-{
-    "connector_technical_name": "$CONNECTOR_NAME",
-    "connector_repository": "$DOCKER_REPOSITORY",
-    "connector_version": "$VERSION",
-    "connector_definition_id": "$DEFINITION_ID",
-    "dependencies": $DEPENDENCIES_JSON,
-    "generation_time": "$GENERATION_TIME"
-}
-EOF
-)
-
-# Create temporary file for upload
-TEMP_FILE=$(mktemp)
-echo "$METADATA_JSON" > "$TEMP_FILE"
-
-# Upload to GCS
-GCS_KEY="connector_dependencies/${CONNECTOR_NAME}/${VERSION}/dependencies.json"
-echo "Uploading to: gs://${BUCKET_NAME}/${GCS_KEY}"
-
-gsutil cp "$TEMP_FILE" "gs://${BUCKET_NAME}/${GCS_KEY}"
-
-echo "✅ Successfully uploaded dependencies metadata for $CONNECTOR_NAME ($VERSION)"
diff --git a/tools/bin/record_obfuscator.py b/tools/bin/record_obfuscator.py
deleted file mode 100755
index 031010549fb1..000000000000
--- a/tools/bin/record_obfuscator.py
+++ /dev/null
@@ -1,66 +0,0 @@
-#!/usr/bin/env python3
-# Copyright (c) 2024 Airbyte, Inc., all rights reserved.
-from __future__ import annotations
-
-import hashlib
-import json
-import sys
-from typing import Any
-
-
-#
-# record_obfuscator is a tiny script that:
-# 1. reads JSON lines from stdin
-# 2. obfuscates the data in AirbyteRecordMessage lines
-# 3. spits obfuscated lines back to stdout
-# All stdin lines that are not type: RECORD remain unchanged.
-#
-# It's used in live-tests (airbyte-ci/connectors/live-tests) to be able to dump raw data from a live connection
-# without leaking actual sensitive production data.
-#
-# The script is copied over into the live tests runnder dagger container.
-#
-
-
-def _generate_hash(value: Any) -> str:
-    return hashlib.sha256(str(value).encode()).hexdigest()
-
-
-def obfuscate(value: Any) -> Any:
-    """Returns an obfuscated version of the input value while retaiining it's type and length information."""
-    if isinstance(value, str):
-        obfuscated_value = f"string_len-{len(value)}_" + _generate_hash(value)
-    elif isinstance(value, int):
-        obfuscated_value = f"integer_len-{len(str(value))}" + _generate_hash(value)
-    elif isinstance(value, float):
-        obfuscated_value = f"number_len-{len(str(value))}" + _generate_hash(value)
-    elif isinstance(value, bool):
-        obfuscated_value = "boolean_" + _generate_hash(value)
-    elif value is None:
-        obfuscated_value = "null_" + _generate_hash(value)
-    elif isinstance(value, list):
-        obfuscated_value = f"array_len-{len(value)}" + _generate_hash(json.dumps(value, sort_keys=True).encode())
-    elif isinstance(value, dict):
-        obfuscated_value = f"object_len-{len(value.keys())}" + _generate_hash(json.dumps(value, sort_keys=True).encode())
-    else:
-        raise ValueError(f"Unsupported data type: {type(value)}")
-
-    return obfuscated_value
-
-
-if __name__ == "__main__":
-    for line in sys.stdin:
-        line = line.strip()
-        try:
-            data = json.loads(line)
-        except Exception as exc:
-            # We don't expect invalid json so if we see it, it will go to stderr
-            sys.stderr.write(f"{line}\n")
-
-        # try / except / else: Else block runs only if no exceptions were raised.
-        else:
-            if data.get("type") == "RECORD":
-                record_data = data["record"].get("data", {})
-                obfuscated_record = {k: obfuscate(v) for k, v in record_data.items()}
-                data["record"]["data"] = obfuscated_record
-            sys.stdout.write(f"{json.dumps(data)}\n")